EP4638749A2

EP4638749A2 - Treatment of dkk2 related diseases and disorders

Info

Publication number: EP4638749A2
Application number: EP23908346.2A
Authority: EP
Inventors: Omri GOTTESMAN; Shannon BRUSE; Paul BUSKE; Brian CAJES; David JAKUBOSKY; Sarah KLEINSTEIN; David Lewis; David Rozema; John VEKICH
Original assignee: Empirico Inc
Current assignee: Empirico Inc
Priority date: 2022-12-20
Filing date: 2023-12-19
Publication date: 2025-10-29
Also published as: WO2024137663A2; WO2024137663A3

Abstract

Disclosed herein are compositions comprising an oligonucleotide that targets DKK2. The oligonucleotide may include a small interfering RNA (siRNA) or an antisense oligonucleotide (ASO). Also provided herein are methods of decreasing DKK2 expression by providing an oligonucleotide that targets DKK2 to a subject in need thereof. Some embodiments include methods of treating hair loss by providing the oligonucleotide.

Description

TREATMENT OF DKK2 RELATED DISEASES AND DISORDERS

CROSS-REFERENCE

[0001] This application claims the benefit of U.S. Provisional Application No. 63/433,948 filed on December 20, 2022, which is incorporated by reference herein in its entirety.

INCORPORATION BY REFERENCE OF SEQUENCE LISTING

[0002] The present application is being filed along with a Sequence Listing in electronic format. The Sequence Listing is provided as a file entitled 54462-748_601_SL.xml, created November 17, 2023, which is 15,354,114 bytes in size. The information in the electronic format of the Sequence Listing is incorporated by reference in its entirety.

BACKGROUND OF THE INVENTION

[0003] Alopecia (hair loss) is ever abundant, and affects many people. Improved therapeutics are needed for treating hair loss.

SUMMARY OF THE INVENTION

[0004] In certain aspects, disclosed herein is a composition comprising an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to a subject in an effective amount increases a hair count in the subject wherein the oligonucleotide is selected from SEQ ID NO: 7770-7821. In some embodiments, the hair count is increased by about 10% or more, as compared to prior to administration. In some embodiments, the hair count includes a vellus hair count, a non-vellus hair count, or a total hair count.

[0005] In certain aspects, disclosed herein is a composition comprising an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to a subject in an effective amount increases a hair thickness measurement in the subject wherein the oligonucleotide is selected from SEQ ID NO: 7770-7821. In some embodiments, the hair thickness measurement is increased by about 10% or more, as compared to prior to administration.

[0006] In certain aspects, disclosed herein is a composition comprising an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to a subject in an effective amount increases a hair density measurement in the subject wherein the oligonucleotide is selected from SEQ ID NO: 7770-7821. In some embodiments, the hair density measurement is increased by about 10% or more, as compared to prior to administration.

[0007] In certain aspects, disclosed herein is a composition comprising an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to a subject in an effective amount increases a number of hair follicles in the subject wherein the oligonucleotide is selected from SEQ ID NO: 7770-7821. In some embodiments, the number of hair follicles is increased by about 10% or more, as compared to prior to administration. In some embodiments, the number of hair follicles includes a number of terminal hair follicles, a number of anagen hair follicles, a number of telogen hair follicles, a number of catagen hair follicles, a number of vellus-like miniaturized hair follicles, a number of indeterminate hair follicles, or a total number of hair follicles.

[0008] In certain aspects, disclosed herein is a composition comprising an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to a subject in an effective amount changes a hair loss assessment score in the subject wherein the oligonucleotide is selected from SEQ ID NO: 7770-7821. In some embodiments, the hair loss assessment score is changed by about 10% or more, as compared to prior to administration.

[0009] In certain aspects, disclosed herein is a composition comprising an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to a subject in an effective amount changes a protein or mRNA level of [3-catenin, a-SMA, collagen I, or collagen III, in the subject wherein the oligonucleotide is selected from SEQ ID NO: 7770-7821. In some embodiments, the protein or mRNA level of [3-catenin, a-SMA, collagen I, or collagen III is changed by about 10% or more, as compared to prior to administration.

[0010] In certain aspects, disclosed herein is a composition comprising an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to the skin of a subject in an effective amount decreases a level of DKK2 mRNA or DKK2 protein wherein the oligonucleotide is selected from SEQ ID NO: 7770-7821. In some embodiments, the skin comprises scalp skin. In some embodiments, the level of DKK2 mRNA or DKK2 protein decreased by about 10% or more, as compared to prior to administration. In some embodiments, the oligonucleotide comprises a modified intemucleoside linkage. In some embodiments, the modified intemucleoside linkage comprises alkylphosphonate, phosphorothioate, methylphosphonate, phosphorodithioate, alkylphosphonothioate, phosphoramidate, carbamate, carbonate, phosphate triester, acetamidate, or carboxymethyl ester, or a combination thereof. In some embodiments, the modified intemucleoside linkage comprises one or more phosphorothioate or phosphate linkages. In some embodiments, the oligonucleotide comprises 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, or 20 modified intemucleoside linkages. In some embodiments, the oligonucleotide comprises 2 or more modified intemucleoside linkages, 3 or more modified intemucleoside linkages, 4 or more modified intemucleoside linkages, 5 or more modified intemucleoside linkages, 6 or more modified intemucleoside linkages, 7 or more modified intemucleoside linkages, 8 or more modified intemucleoside linkages, 9 or more modified intemucleoside linkages, 10 or more modified intemucleoside linkages, 11 or more modified intemucleoside linkages, 12 or more modified intemucleoside linkages, 13 or more modified intemucleoside linkages, 14 or more modified intemucleoside linkages, 15 or more modified intemucleoside linkages, 16 or more modified intemucleoside linkages, 17 or more modified intemucleoside linkages, 18 or more modified intemucleoside linkages, 19 or more modified intemucleoside linkages, or 20 or more modified intemucleoside linkages. In some embodiments, the oligonucleotide comprises a modified nucleoside. In some embodiments, the modified nucleoside comprises a locked nucleic acid (LNA), hexitol nucleic acid (HNA), cyclohexene nucleic acid (CeNA), 2'-O-methoxyethyl, 2'-O-alkyl, 2'-O-allyl, 2'-O-allyl, 2'-fluoro, or 2'-deoxy, or a combination thereof. In some embodiments, the modified nucleoside comprises an LNA. In some embodiments, the modified nucleoside comprises a 2’, 4’ constrained ethyl nucleic acid. In some embodiments, the modified nucleoside comprises a 2'-O-methyl nucleoside, 2'-deoxyfluoro nucleoside, 2'-O-N-methylacetamido (2'-0-NMA) nucleoside, a 2'-O- dimethylaminoethoxyethyl (2'-0-DMAE0E) nucleoside, 2'-O-aminopropyl (2'-O-AP) nucleoside, or 2'-ara-F, or a combination thereof. In some embodiments, the modified nucleoside comprises one or more 2’-fluoro modified nucleosides. In some embodiments, the modified nucleoside comprises a 2'-O-alkyl modified nucleoside. In some embodiments, the oligonucleotide comprises a lipid attached at a 3’ or 5’ terminus of the oligonucleotide. In some embodiments, the lipid comprises cholesterol, myristoyl, palmitoyl, stearoyl, lithocholoyl, docosanoyl, docosahexaenoyl, myristyl, palmityl, stearyl, or a-tocopherol, or a combination thereof. In some embodiments, the oligonucleotide comprises 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, or 21 modified nucleosides. In some embodiments, the oligonucleotide comprises 2 or more modified nucleosides, 3 or more modified nucleosides, 4 or more modified nucleosides, 5 or more modified nucleosides, 6 or more modified nucleosides, 7 or more modified nucleosides, 8 or more modified nucleosides, 9 or more modified nucleosides, 10 or more modified nucleosides, 11 or more modified nucleosides, 12 or more modified nucleosides, 13 or more modified nucleosides, 14 or more modified nucleosides, 15 or more modified nucleosides, 16 or more modified nucleosides, 17 or more modified nucleosides, 18 or more modified nucleosides, 19 or more modified nucleosides, 20 or more modified nucleosides, or 21 or more modified nucleosides. In some embodiments, the oligonucleotide comprises a small interfering RNA (siRNA) comprising a sense strand and an antisense strand. In some embodiments, the sense strand is 14-30 nucleosides in length. In some embodiments, the antisense strand is 14-30 nucleosides in length.

[0011] In certain aspects, disclosed herein is a composition comprising an oligonucleotide that inhibits the expression of dickkopf WNT signaling pathway inhibitor 2 (DKK2) wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, each strand is independently about 14-30 nucleosides in length, and at least one of the sense strand and the antisense strand comprises a nucleoside sequence comprising about 14-30 contiguous nucleosides of SEQ ID NO: 1 wherein the sense strand is selected from SEQ ID NO: 7770-7821, and wherein the antisense strand is selected from SEQ ID NO: 7822-7873.

[0012] In certain aspects, disclosed herein is a composition comprising an oligonucleotide that inhibits the expression of dickkopf WNT signaling pathway inhibitor 2 (DKK2), wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, each strand is independently about 14-30 nucleosides in length, and at least one of the sense strand and the antisense strand comprises a nucleoside sequence comprising about 14-30 contiguous nucleosides of a full-length human DKK2 pre- mRNA sequence wherein the sense strand is selected from SEQ ID NO: 7770-7821 and wherein the antisense strand is selected from SEQ ID NO: 7822-7873. In some embodiments, the sense strand is selected from the group consisting of SEQ ID NO: 7787, SEQ ID NO: 7799, and SEQ ID NO: 7804; wherein the antisense strand is selected from the group consisting of SEQ ID NO: 7839, SEQ ID NO: 7821, and SEQ ID NO: 7856. In some embodiments, the sense strand is selected from the group consisting of: SEQ ID NO: 7684, SEQ ID NO: 7874, and SEQ ID NO: 7875; wherein the antisense strand is selected from the group consisting of: SEQ ID NO: 7328, SEQ ID NO: 7747, and SEQ ID NO: 7752. In some embodiments, the oligonucleotide further comprises a modification pattern. In some embodiments, the modification pattern is selected from the group consisting of: 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, 68S, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, I 3AS. 14AS, 15AS, 16AS, and 17AS, wherein "N" is any nucleotide, “dN” is a 2’ deoxy-modified nucleoside, “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “nm” is a 2’-O-methoxyethyl modified nucleoside and “s” is a phosphorothioate or phosphate linkage.

[0013] In certain aspects, disclosed herein is a composition comprising a small interfering RNA (siRNA) that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to a cell decreases expression of DKK2, wherein the siRNA comprises a sense strand and an antisense strand; and wherein the antisense strand comprises modification pattern 6AS, 7AS, 8AS, 9AS, 10AS, 1 IAS, 12AS, HAS. 14AS, 15AS, 16AS, and 17AS ; or wherein the sense strand comprises a modification pattern selected from the group consisting of: 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 5 IS, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, and 68S, wherein “Nf ’ is a 2’-fluoro- modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “nm” is a 2’-O-methoxyethyl modified nucleoside and “s” is a phosphorothioate or phosphate linkage. In some embodiments, disclosed herein is a method of treating hair loss in a subject in need thereof comprising administering to the subject a composition described herein. In some embodiments, the hair loss comprises any one or more of male pattern baldness, female pattern baldness, alopecia areata, or non-scarring hair loss. In some embodiments, the administration is topical.

BRIEF DESCRIPTION OF THE DRAWINGS

[0014] FIG. 1 depicts a plot of DKK2 mRNA expression in Lymphoblastoid Cell Lines from donors with known rs35290077 (G96R) genotypes following treatment with Vitamin D (dark, left) or vehicle (light, right). The plot shows each copy of the rs35290077 alternative (G) allele results in approximately 50% reduction of DKK2 mRNA induction in the presence of Vitamin D. The x-axis is labeled rs35290077 Donor genotype for (left to right) C/C/, C/G, and G/G/; the y-axis is labeled relative DKK2 expression from 0 to 4 at 1 unit intervals.

[0015] FIG. 2A depicts images of 2 mice 14 days following hair removal, and after topical treatment with a negative control siRNA (ETD01043). The images show whitening and graying of the fur on the backs of the mice in the hair that grew back.

[0016] FIG. 2B depicts images of 2 mice 14 days following hair removal, and after topical treatment with a DKK2 siRNA (ETD01551). The images indicate that coat color of the mice was retained in the hair that grew back on these mice.

[0017] FIG. 3 depicts the percent of hair follicles in anagen (bottom portion of each bar) versus early catagen (top portion of each bar) stages. From left to right, the conditions are follicles administered vehicle at 4 days after application, follicles administered 1 pM DKK2 siRNA (1) at 4 days after application, follicles administered 1 pM DKK2 siRNA (2) at 4 days after application, follicles administered 1 pM DKK2 siRNA (3) at 4 days after application, follicles administered vehicle at 5 days after application, and follicles administered 1 pM DKK2 siRNA (2) at 5 days after application. n=4 for each experimental condition. The y-axis is labeled % of HF’s in each hair cycle stage from 0 to 100 at 50 unit intervals.

DETAILED DESCRIPTION OF THE INVENTION

[0018] Large-scale human genetic data can improve the success rate of pharmaceutical discovery and development. A Genome Wide Association Study (GWAS) detects associations between genetic variants and traits in a population sample and this improves understanding of the biology of disease and provides evidence of applicable treatments. A GWAS generally utilizes genotyping and/or sequencing data, and often involves an evaluation of millions of genetic variants that are relatively evenly distributed across the genome. The most common GWAS design is the case-control study, which involves comparing variant frequencies in cases versus controls. If a variant has a significantly different frequency in cases versus controls, that variant is considered associated with disease. Association statistics used in a GWAS include p-values, as a measure of statistical significance; odds ratios (OR), as a measure of effect size; or beta coefficients (beta), as a measure of effect size. Researchers often assume an additive genetic model and calculate an allelic odds ratio, which is the increased (or decreased) risk of disease conferred by each additional copy of an allele (compared to carrying no copies of that allele). An additional concept in design and interpretation of GWAS is that of linkage disequilibrium, which is the non-random association of alleles. The presence of linkage disequilibrium can obfuscate which variant is “causal.”

[0019] Functional annotation of variants and/or wet lab experimentation is used to identify a causal genetic variant identified via GWAS, and in many cases leads to the identification of disease -causing genes. In particular, understanding the functional effect of a causal genetic variant (for example, loss of protein function, gain of protein function, increase in gene expression, or decrease in gene expression) allows that variant to be used as a proxy for therapeutic modulation of the target gene, or to gain insight into potential therapeutic efficacy and safety of a therapeutic that modulates that target.

[0020] Identification of such gene-disease associations has provided insights into disease biology and is used to identify novel therapeutic targets for the pharmaceutical industry. In order to translate the therapeutic insights derived from human genetics, disease biology in patients is exogenously ‘programmed’ into replicating the observation from human genetics. There are several options for therapeutic modalities that may be brought to bear in translating therapeutic targets identified via human genetics into novel medicines. These include well established therapeutic modalities such as small molecules and monoclonal antibodies, maturing modalities such as oligonucleotides, and emerging modalities such as gene therapy and gene editing. The choice of therapeutic modality depends on several factors such as the location of a target (for example, intracellular, extracellular, or secreted), a relevant tissue (for example, skin) and a relevant indication.

[0021] Hair loss is a common problem, particularly among men, but is also common among women. It may be affected by any of several factors, including heredity, hormones, thyroid disorders, nutritional status, environmental factors, physical stress, or emotional stress. Hair loss may include, among other things, androgenetic alopecia (male pattern baldness), alopecia areata, or non-scarring hair loss. The DKK2 gene is located on chromosome 4 and encodes dickkopf WNT signaling pathway inhibitor 2 (DKK2), a member of the dickkopf family. A non-limiting example of a DKK2 gene is included on GenBank under NCBI reference sequence NM_014421.3 (May 9, 2020). DKK2 proteins may be secreted, include two cysteine rich regions, and be involved in embryonic development through interactions with the Wnt signaling pathway. DKK2 can act as either an agonist or antagonist of Wnt/beta-catenin signaling, depending on the cellular context and the presence of the co-factor kremen 2. Activity of DKK2 may also be modulated by binding to the Wnt co-receptor LDL-receptor related protein 6 (LRP6). In some cases, DKK2 protein is intracellular. In some cases, DKK2 protein is secreted. The secreted DKK2 protein may be locally secreted. Here, it is shown that genetic variants that cause inactivation of the DKK2 gene in humans are associated with decreased risk of male pattern baldness. Therefore, inhibition of DKK2 serve as a therapeutic strategy for treatment of hair loss such as male pattern baldness, alopecia areata, or non-scarring hair loss.

[0022] Disclosed herein are compositions comprising an oligonucleotide that targets DKK2. The oligonucleotide may include a small interfering RNA (siRNA) or an antisense oligonucleotide (ASO). Also provided herein are methods of treating hair loss by providing an oligonucleotide that targets DKK2 to a subject in need thereof.

I. COMPOSITIONS

[0023] Disclosed herein, in some embodiments, are compositions comprising an oligonucleotide. In some embodiments, the composition comprises an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2). In some embodiments, the composition consists of an oligonucleotide that targets DKK2. In some embodiments, the oligonucleotide reduces DKK2 mRNA expression in the subject. In some embodiments, the oligonucleotide reduces DKK2 protein expression in the subject. The oligonucleotide may include a small interfering RNA (siRNA) described herein. The oligonucleotide may include an antisense oligonucleotide (ASO) described herein. In some embodiments, a composition described herein is used in a method of treating a disorder in a subject in need thereof. Some embodiments relate to a composition comprising an oligonucleotide for use in a method of treating a disorder as described herein. Some embodiments relate to use of a composition comprising an oligonucleotide, in a method of treating a disorder as described herein.

[0024] Some embodiments include a composition comprising an oligonucleotide that targets DKK2 and when administered to a subject in an effective amount decreases DKK2 mRNA or protein levels in a cell, fluid or tissue. Some embodiments include a composition comprising an oligonucleotide that targets DKK2 and when administered to a subject in an effective amount decreases DKK2 mRNA levels in a cell or tissue. In some embodiments, the cell is a skin cell. In some embodiments, the tissue is skin (e.g. scalp dermis). In some embodiments, the DKK2 mRNA levels are decreased by about 2.5% or more, about 5% or more, or about 7.5% or more, as compared to prior to administration. In some embodiments, the DKK2 mRNA levels are decreased by about 10% or more, as compared to prior to administration. In some embodiments, the DKK2 mRNA levels are decreased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, or about 100%, as compared to prior to administration. In some embodiments, the DKK2 mRNA levels are decreased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, as compared to prior to administration. In some embodiments, the DKK2 mRNA levels are decreased by no more than about 10%, as compared to prior to administration. In some embodiments, the DKK2 mRNA levels are decreased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100%, as compared to prior to administration. In some embodiments, the DKK2 mRNA levels are decreased by 2.5%, 5%, 7.5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, or 100%, or by a range defined by any of the two aforementioned percentages.

[0025] In some embodiments, the composition comprises an oligonucleotide that targets DKK2 and when administered to a subject in an effective amount decreases DKK2 protein levels in a cell, fluid or tissue. In some embodiments, the cell is a skin cell. In some embodiments, the fluid is a blood, serum, or plasma. In some cases, the administration of the oligonucleotide decreases circulatingDKK2 protein levels. In some embodiments, the tissue is skin (e.g. scalp dermis). In some embodiments, the DKK2 protein levels are decreased by about 2.5% or more, about 5% or more, or about 7.5% or more, as compared to prior to administration. In some embodiments, the DKK2 protein levels are decreased by about 10% or more, as compared to prior to administration. In some embodiments, the DKK2 protein levels are decreased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, or about 100%, as compared to prior to administration. In some embodiments, the DKK2 protein levels are decreased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, as compared to prior to administration. In some embodiments, the DKK2 protein levels are decreased by no more than about 10%, as compared to prior to administration. In some embodiments, the DKK2 protein levels are decreased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100%, as compared to prior to administration. In some embodiments, the DKK2 protein levels are decreased by 2.5%, 5%, 7.5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, or 100%, or by a range defined by any of the two aforementioned percentages.

[0026] In some embodiments, the composition comprises an oligonucleotide that targets DKK2 and when administered to a subject in an effective amount decreases hair loss (e.g. male pattern baldness, alopecia areata, or non-scarring hair loss) or a symptom of hair loss. In some embodiments, the hair loss or symptom of hair loss is decreased by about 2.5% or more, about 5% or more, or about 7.5% or more, as compared to prior to administration. In some embodiments, the hair loss or symptom of hair loss is decreased by about 10% or more, as compared to prior to administration. In some embodiments, the hair loss or symptom of hair loss is decreased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, or about 100%, as compared to prior to administration. In some embodiments, the hair loss or symptom of hair loss is decreased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, as compared to prior to administration. In some embodiments, the hair loss or symptom of hair loss is decreased by no more than about 10%, as compared to prior to administration. In some embodiments, the hair loss or symptom of hair loss is decreased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100%, as compared to prior to administration. In some embodiments, the hair loss or symptom of hair loss is decreased by 2.5%, 5%, 7.5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, or 100%, or by a range defined by any of the two aforementioned percentages. In some embodiments, the hair loss or symptom of hair loss is assessed by phototrichogram. In some embodiments, the hair loss or symptom of hair loss is assessed by a macrophotography analysis.

[0027] In some embodiments, the hair loss or symptom of hair loss is assessed by a questionnaire such as a Men's Hair Growth Questionnaire (MHGQ) or a Kingsley Alopecia Profile (KAP) questionnaire. In some embodiments, the hair loss or symptom of hair loss is assessed by a scalp biopsy. In some embodiments, the decrease in hair loss or symptom of hair loss is determined as a change in a hair loss hair loss assessment score. For example, the change in the hair loss assessment score may be an increase in the hair loss assessment score. In some embodiments, the change in the hair loss assessment score is a decrease in the hair loss assessment score. In some embodiments, the hair loss assessment score is obtained as part of an assessment that includes the questionnaire. In some embodiments, the composition comprises an oligonucleotide that targets DKK2 and when administered to a subject in an effective amount results in a change in an hair loss assessment score. In some embodiments, the hair loss assessment score is changed by about 2.5% or more, about 5% or more, or about 7.5% or more, as compared to prior to administration. In some embodiments, the hair loss assessment score is changed by about 10% or more, as compared to prior to administration. In some embodiments, the hair loss assessment score is changed by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, or about 100% or more, as compared to prior to administration. In some embodiments, the hair loss assessment score is changed by about 200% or more, about 300% or more, about 400% or more, about 500% or more, about 600% or more, about 700% or more, about 800% or more, about 900% or more, or about 1000% or more, as compared to prior to administration. In some embodiments, the hair loss assessment score is changed by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, as compared to prior to administration. In some embodiments, the hair loss assessment score is changed by no more than about 10%, as compared to prior to administration. In some embodiments, the hair loss assessment score is changed by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100%, as compared to prior to administration. In some embodiments, the hair loss assessment score is changed by no more than about 200%, no more than about 300%, no more than about 400%, no more than about 500%, no more than about 600%, no more than about 700%, no more than about 800%, no more than about 900%, or no more than about 1000%, as compared to prior to administration. In some embodiments, the hair loss assessment score is changed by 2.5%, 5%, 7.5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 100%, 150%, 200%, 250%, 300%, 400%, 500%, 600%, 700%, 800%, 900%, or 1000%, or by a range defined by any of the two aforementioned percentages.

[0028] In some embodiments, the composition comprises an oligonucleotide that targets DKK2 and when administered to a subject in an effective amount increases a total hair count (e.g. a vellus and non-vellus hair count). In some embodiments, the total hair count is determined in an area of skin. In some embodiments, the total hair count is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, as compared to prior to administration. In some embodiments, the total hair count is increased by about 10% or more, as compared to prior to administration. In some embodiments, the total hair count is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, or about 100% or more, as compared to prior to administration. In some embodiments, the total hair count is increased by about 200% or more, about 300% or more, about 400% or more, about 500% or more, about 600% or more, about 700% or more, about 800% or more, about 900% or more, or about 1000% or more, as compared to prior to administration. In some embodiments, the total hair count is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, as compared to prior to administration. In some embodiments, the total hair count is increased by no more than about 10%, as compared to prior to administration. In some embodiments, the total hair count is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100%, as compared to prior to administration. In some embodiments, the total hair count is increased by no more than about 200%, no more than about 300%, no more than about 400%, no more than about 500%, no more than about 600%, no more than about 700%, no more than about 800%, no more than about 900%, or no more than about 1000%, as compared to prior to administration. In some embodiments, the total hair count is increased by 2.5%, 5%, 7.5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 100%, 150%, 200%, 250%, 300%, 400%, 500%, 600%, 700%, 800%, 900%, or 1000%, or by a range defined by any of the two aforementioned percentages. In some embodiments, the total hair count is assessed by phototrichogram. In some embodiments, the total hair count is assessed by a macrophotography analysis.

[0029] In some embodiments, the composition comprises an oligonucleotide that targets DKK2 and when administered to a subject in an effective amount increases a vellus hair count. In some embodiments, the vellus hair count is determined in an area of skin. In some embodiments, the vellus hair count is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, as compared to prior to administration. In some embodiments, the vellus hair count is increased by about 10% or more, as compared to prior to administration. In some embodiments, the vellus hair count is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, or about 100% or more, as compared to prior to administration. In some embodiments, the vellus hair count is increased by about 200% or more, about 300% or more, about 400% or more, about 500% or more, about 600% or more, about 700% or more, about 800% or more, about 900% or more, or about 1000% or more, as compared to prior to administration. In some embodiments, the vellus hair count is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, as compared to prior to administration. In some embodiments, the vellus hair count is increased by no more than about 10%, as compared to prior to administration. In some embodiments, the vellus hair count is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100%, as compared to prior to administration. In some embodiments, the vellus hair count is increased by no more than about 200%, no more than about 300%, no more than about 400%, no more than about 500%, no more than about 600%, no more than about 700%, no more than about 800%, no more than about 900%, or no more than about 1000%, as compared to prior to administration. In some embodiments, the vellus hair count is increased by 2.5%, 5%, 7.5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 100%, 150%, 200%, 250%, 300%, 400%, 500%, 600%, 700%, 800%, 900%, or 1000%, or by a range defined by any of the two aforementioned percentages. In some embodiments, the vellus hair count is assessed by phototrichogram. In some embodiments, the vellus hair count is assessed by a macrophotography analysis.

[0030] In some embodiments, the composition comprises an oligonucleotide that targets DKK2 and when administered to a subject in an effective amount increases a non-vellus hair count. In some embodiments, the non-vellus hair count is determined in an area of skin. In some embodiments, the non-vellus hair count is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, as compared to prior to administration. In some embodiments, the non-vellus hair count is increased by about 10% or more, as compared to prior to administration. In some embodiments, the non-vellus hair count is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, or about 100% or more, as compared to prior to administration. In some embodiments, the non-vellus hair count is increased by about 200% or more, about 300% or more, about 400% or more, about 500% or more, about 600% or more, about 700% or more, about 800% or more, about 900% or more, or about 1000% or more, as compared to prior to administration. In some embodiments, the non-vellus hair count is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, as compared to prior to administration. In some embodiments, the non-vellus hair count is increased by no more than about 10%, as compared to prior to administration. In some embodiments, the non-vellus hair count is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100%, as compared to prior to administration. In some embodiments, the non-vellus hair count is increased by no more than about 200%, no more than about 300%, no more than about 400%, no more than about 500%, no more than about 600%, no more than about 700%, no more than about 800%, no more than about 900%, or no more than about 1000%, as compared to prior to administration. In some embodiments, the non-vellus hair count is increased by 2.5%, 5%, 7.5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 100%, 150%, 200%, 250%, 300%, 400%, 500%, 600%, 700%, 800%, 900%, or 1000%, or by a range defined by any of the two aforementioned percentages. In some embodiments, the non-vellus hair count is assessed by phototrichogram. In some embodiments, the non-vellus hair count is assessed by a macrophotography analysis.

[0031] In some embodiments, the composition comprises an oligonucleotide that targets DKK2 and when administered to a subject in an effective amount increases hair thickness. In some embodiments, the thicknesses (e.g. widths) of individual hairs are increased. In some embodiments, the hair thickness is determined in an area of skin. The increased hair thickness may include an increased vellus hair thickness. The increased hair thickness may include an increased non-vellus hair thickness. In some embodiments, the hair thickness is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, as compared to prior to administration. In some embodiments, the hair thickness is increased by about 10% or more, as compared to prior to administration. In some embodiments, the hair thickness is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, or about 100% or more, as compared to prior to administration. In some embodiments, the hair thickness is increased by about 200% or more, about 300% or more, about 400% or more, about 500% or more, about 600% or more, about 700% or more, about 800% or more, about 900% or more, or about 1000% or more, as compared to prior to administration. In some embodiments, the hair thickness is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, as compared to prior to administration. In some embodiments, the hair thickness is increased by no more than about 10%, as compared to prior to administration. In some embodiments, the hair thickness is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100%, as compared to prior to administration. In some embodiments, the hair thickness is increased by no more than about 200%, no more than about 300%, no more than about 400%, no more than about 500%, no more than about 600%, no more than about 700%, no more than about 800%, no more than about 900%, or no more than about 1000%, as compared to prior to administration. In some embodiments, the hair thickness is increased by 2.5%, 5%, 7.5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 100%, 150%, 200%, 250%, 300%, 400%, 500%, 600%, 700%, 800%, 900%, or 1000%, or by a range defined by any of the two aforementioned percentages. In some embodiments, the hair thickness is assessed by phototrichogram. In some embodiments, the hair thickness is assessed by a macrophotography analysis. [0032] In some embodiments, the composition comprises an oligonucleotide that targets DKK2 and when administered to a subject in an effective amount increases hair density. In some embodiments, the hair density is determined in an area of skin. In some embodiments, the hair density comprises a number of hairs per an area of skin. The increased hair density may include an increased vellus hair density. The increased hair density may include an increased non-vellus hair density. In some embodiments, the hair density is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, as compared to prior to administration. In some embodiments, the hair density is increased by about 10% or more, as compared to prior to administration. In some embodiments, the hair density is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, or about 100% or more, as compared to prior to administration. In some embodiments, the hair density is increased by about 200% or more, about 300% or more, about 400% or more, about 500% or more, about 600% or more, about 700% or more, about 800% or more, about 900% or more, or about 1000% or more, as compared to prior to administration. In some embodiments, the hair density is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, as compared to prior to administration. In some embodiments, the hair density is increased by no more than about 10%, as compared to prior to administration. In some embodiments, the hair density is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100%, as compared to prior to administration. In some embodiments, the hair density is increased by no more than about 200%, no more than about 300%, no more than about 400%, no more than about 500%, no more than about 600%, no more than about 700%, no more than about 800%, no more than about 900%, or no more than about 1000%, as compared to prior to administration. In some embodiments, the hair density is increased by 2.5%, 5%, 7.5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 100%, 150%, 200%, 250%, 300%, 400%, 500%, 600%, 700%, 800%, 900%, or 1000%, or by a range defined by any of the two aforementioned percentages. In some embodiments, the hair density is assessed by phototrichogram. In some embodiments, the hair density is assessed by a macrophotography analysis.

[0033] In some embodiments, the composition comprises an oligonucleotide that targets DKK2 and when administered to a subject in an effective amount increases a number of hair follicles. In some embodiments, the number of hair follicles is determined in an area of skin. The hair follicles may include terminal hair follicles, anagen hair follicles, telogen hair follicles, catagen hair follicles, vellus or vellus- like miniaturized hair follicles, or indeterminate hair follicles. In some embodiments, the hair follicles include terminal hair follicles. In some embodiments, the hair follicles include anagen hair follicles. In some embodiments, the hair follicles include telogen hair follicles. In some embodiments, the hair follicles include catagen hair follicles. In some embodiments, the hair follicles include vellus or vellus- like miniaturized hair follicles. In some embodiments, the hair follicles include indeterminate hair follicles. In some embodiments, the number of hair follicles is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, as compared to prior to administration. In some embodiments, the number of hair follicles is increased by about 10% or more, as compared to prior to administration. In some embodiments, the number of hair follicles is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, or about 100% or more, as compared to prior to administration. In some embodiments, the number of hair follicles is increased by about 200% or more, about 300% or more, about 400% or more, about 500% or more, about 600% or more, about 700% or more, about 800% or more, about 900% or more, or about 1000% or more, as compared to prior to administration. In some embodiments, the number of hair follicles is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, as compared to prior to administration. In some embodiments, the number of hair follicles is increased by no more than about 10%, as compared to prior to administration. In some embodiments, the number of hair follicles is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100%, as compared to prior to administration. In some embodiments, the number of hair follicles is increased by no more than about 200%, no more than about 300%, no more than about 400%, no more than about 500%, no more than about 600%, no more than about 700%, no more than about 800%, no more than about 900%, or no more than about 1000%, as compared to prior to administration. In some embodiments, the number of hair follicles is increased by 2.5%, 5%, 7.5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 100%, 150%, 200%, 250%, 300%, 400%, 500%, 600%, 700%, 800%, 900%, or 1000%, or by a range defined by any of the two aforementioned percentages. In some embodiments, the number of hair follicles is assessed in a scalp biopsy.

[0034] In some embodiments, the composition comprises an oligonucleotide that targets DKK2 and when administered to a subject in an effective amount increases a hair color measurement. In some embodiments, the hair color measurement is determined on an area of skin. In some embodiments, the hair color measurement is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, as compared to prior to administration. In some embodiments, the hair color measurement is increased by about 10% or more, as compared to prior to administration. In some embodiments, the hair color measurement is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, or about 100% or more, as compared to prior to administration. In some embodiments, the hair color measurement is increased by about 200% or more, about 300% or more, about 400% or more, about 500% or more, about 600% or more, about 700% or more, about 800% or more, about 900% or more, or about 1000% or more, as compared to prior to administration. In some embodiments, the hair color measurement is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, as compared to prior to administration. In some embodiments, the hair color measurement is increased by no more than about 10%, as compared to prior to administration. In some embodiments, the hair color measurement is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100%, as compared to prior to administration. In some embodiments, the hair color measurement is increased by no more than about 200%, no more than about 300%, no more than about 400%, no more than about 500%, no more than about 600%, no more than about 700%, no more than about 800%, no more than about 900%, or no more than about 1000%, as compared to prior to administration. In some embodiments, the hair color measurement is increased by 2.5%, 5%, 7.5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 100%, 150%, 200%, 250%, 300%, 400%, 500%, 600%, 700%, 800%, 900%, or 1000%, or by a range defined by any of the two aforementioned percentages.

[0035] In some embodiments, the composition comprises an oligonucleotide that targets DKK2 and when administered to a subject in an effective amount results in a change in expression of a gene or protein. The gene or protein may include a [3-catenin gene. The gene or protein may include a [3-catenin protein. The gene or protein may include an a-SMA gene. The gene or protein may include an a-SMA protein. The gene or protein may include a collagen I gene. The gene or protein may include a collagen I protein. The gene or protein may include a collagen III gene. The gene or protein may include a collagen III protein. In some embodiments, the change in expression is determined in a tissue (e.g. skin), cell, or fluid sample. In some embodiments, the expression is changed by about 2.5% or more, about 5% or more, or about 7.5% or more, as compared to prior to administration. In some embodiments, the expression is changed by about 10% or more, as compared to prior to administration. In some embodiments, the expression is changed by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, or about 100% or more, as compared to prior to administration. In some embodiments, the expression is changed by about 200% or more, about 300% or more, about 400% or more, about 500% or more, about 600% or more, about 700% or more, about 800% or more, about 900% or more, or about 1000% or more, as compared to prior to administration. In some embodiments, the expression is changed by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, as compared to prior to administration. In some embodiments, the expression is changed by no more than about 10%, as compared to prior to administration. In some embodiments, the expression is changed by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100%, as compared to prior to administration. In some embodiments, the expression is changed by no more than about 200%, no more than about 300%, no more than about 400%, no more than about 500%, no more than about 600%, no more than about 700%, no more than about 800%, no more than about 900%, or no more than about 1000%, as compared to prior to administration. In some embodiments, the expression is changed by 2.5%, 5%, 7.5%, 10%, 15%, 20%, 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 100%, 150%, 200%, 250%, 300%, 400%, 500%, 600%, 700%, 800%, 900%, or 1000%, or by a range defined by any of the two aforementioned percentages. A. siRNAs

[0036] In some embodiments, the composition comprises an oligonucleotide that targets DKK2, wherein the oligonucleotide comprises a small interfering RNA (siRNA). In some embodiments, the composition comprises an oligonucleotide that targets DKK2, wherein the oligonucleotide comprises a small interfering RNA (siRNA) comprising a sense strand and an antisense strand.

[0037] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, wherein the sense strand is 12-30 nucleosides in length. In some embodiments, the sense strand is 14-30 nucleosides in length. In some embodiments, the composition comprises a sense strand that is at least about 10, 11, 12, 13, 14, 15, 16, 17, 18,19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, or 30 nucleosides in length, or a range defined by any of the two aforementioned numbers. In some embodiments, the composition comprises an antisense strand is 12-30 nucleosides in length. In some embodiments, the antisense strand is 14-30 nucleosides in length. In some embodiments, the composition comprises an antisense strand that is at least about 10, 11, 12, 13, 14, 15, 1516 17, 18,19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, or 30 nucleosides in length, or a range defined by any of the two aforementioned numbers.

[0038] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, each strand is independently about 14-30 nucleosides in length, and at least one of the sense strand and the antisense strand comprises a nucleoside sequence comprising about 14-30 contiguous nucleosides of a full-length human DKK2 pre-mRNA sequence. In some embodiments, at least one of the sense strand and the antisense strand comprise a nucleoside sequence comprising at least about 10, 11, 12, 13, 14, 15, 15, 17, 18,19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, or more contiguous nucleosides of the pre-mRNA sequence.

[0039] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, each strand is independently about 14-30 nucleosides in length, and at least one of the sense strand and the antisense strand comprises a nucleoside sequence comprising about 14-30 contiguous nucleosides of a full-length human DKK2 mRNA sequence such as SEQ ID NO: 7599. In some embodiments, at least one of the sense strand and the antisense strand comprise a nucleoside sequence comprising at least about 10, 11, 12, 13, 14, 15, 15, 17, 18,19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, or more contiguous nucleosides of one of SEQ ID NO: 7599. The siRNA may include one or more intemucleoside linkages and/or one or more nucleoside modifications. Any one of the aforementioned siRNAs may include a sense strand that lacks a 3’ A of a sense strand sequence of one of 7599. Any of the aforementioned siRNAs may include an antisense strand that lacks a 5’ U of an antisense sequence of one of SEQ ID NO: 7599. [0040] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, wherein the sense strand and the antisense strand form a double -stranded RNA duplex. In some embodiments, the first base pair of the double -stranded RNA duplex is an AU base pair. [0041] In some embodiments, the sense strand further comprises a 3’ overhang. In some embodiments, the 3’ overhang comprises 1, 2, 3, 4, 5, 6, 7, 8, 9, or 10 nucleosides, or a range of nucleotides defined by any two of the aforementioned numbers. In some embodiments, the 3’ overhang comprises 1, 2, or more nucleosides. In some embodiments, the 3’ overhang comprises 2 nucleosides. In some embodiments, the sense strand further comprises a 5’ overhang. In some embodiments, the 5’ overhang comprises 1, 2, 3, 4, 5, 6, 7, 8, 9, or 10 nucleosides, or a range of nucleotides defined by any two of the aforementioned numbers. In some embodiments, the 5’ overhang comprises 1, 2, or more nucleosides. In some embodiments, the 5’ overhang comprises 2 nucleosides.

[0042] In some embodiments, the antisense strand further comprises a 3’ overhang. In some embodiments, the 3’ overhang comprises 1, 2, 3, 4, 5, 6, 7, 8, 9, or 10 nucleosides, or a range of nucleotides defined by any two of the aforementioned numbers. In some embodiments, the 3’ overhang comprises 1, 2, or more nucleosides. In some embodiments, the 3’ overhang comprises 2 nucleosides. In some embodiments, the antisense strand further comprises a 5’ overhang. In some embodiments, the 5’ overhang comprises 1, 2, 3, 4, 5, 6, 7, 8, 9, or 10 nucleosides, or a range of nucleotides defined by any two of the aforementioned numbers. In some embodiments, the 5’ overhang comprises 1, 2, or more nucleosides. In some embodiments, the 5’ overhang comprises 2 nucleosides.

[0043] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, wherein the siRNA binds with a 19mer in a human DKK2 mRNA. In some embodiments, the siRNA binds with a 12mer, a 13mer, a 14mer, a 15mer, a 16mer, a 17mer, a 18mer, a 19mer, a 20mer, a 21mer, a 22mer, a 23mer, a 24mer, or a 25mer in a human DKK2 mRNA.

[0044] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, wherein the siRNA binds with a 17mer in a non -human primate DKK2 mRNA. In some embodiments, the siRNA binds with a 12mer, a 13mer, a 14mer, a 15mer, a 16mer, a 17mer, a 18mer, a 19mer, a 20mer, a 21mer, a 22mer, a 23mer, a 24mer, or a 25mer in a non-human primate DKK2 mRNA. [0045] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, wherein the siRNA binds with a 19mer in a human DKK2 mRNA, or a combination thereof. In some embodiments, the siRNA binds with a 12mer, a 13mer, a 14mer, a 15mer, a 16mer, a 17mer, and 18mer, a 19mer, a 20mer, a 21mer, a 22mer, a 23mer, a 24mer, or a 25mer in a human DKK2 mRNA. [0046] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, wherein the siRNA binds with a human DKK2 mRNA and less than or equal to 20 human off- targets, with no more than 2 mismatches in the antisense strand. In some embodiments, the siRNA binds with a human DKK2 mRNA and less than or equal to 10 human off-targets, with no more than 2 mismatches in the antisense strand. In some embodiments, the siRNA binds with a human DKK2 mRNA and less than or equal to 30 human off-targets, with no more than 2 mismatches in the antisense strand. In some embodiments, the siRNA binds with a human DKK2 mRNA and less than or equal to 40 human off- targets, with no more than 2 mismatches in the antisense strand. In some embodiments, the siRNA binds with a human DKK2 mRNA and less than or equal to 50 human off-targets, with no more than 2 mismatches in the antisense strand. In some embodiments, the siRNA binds with a human DKK2 mRNA and less than or equal to 10 human off-targets, with no more than 3 mismatches in the antisense strand. In some embodiments, the siRNA binds with a human DKK2 mRNA and less than or equal to 20 human off- targets, with no more than 3 mismatches in the antisense strand. In some embodiments, the siRNA binds with a human DKK2 mRNA and less than or equal to 30 human off-targets, with no more than 3 mismatches in the antisense strand. In some embodiments, the siRNA binds with a human DKK2 mRNA and less than or equal to 40 human off-targets, with no more than 3 mismatches in the antisense strand. In some embodiments, the siRNA binds with a human DKK2 mRNA and less than or equal to 50 human off- targets, with no more than 3 mismatches in the antisense strand.

[0047] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, siRNA binds with a human DKK2 mRNA target site that does not harbor an SNP, with a minor allele frequency (MAF) greater or equal to 1% (pos. 2-18). In some embodiments, the MAF is greater or equal to about 2%, about 3%, about 4%, about 5%, about 6%, about 7%, about 8%, about 9%, about 10%, about 11%, about 12%, about 13%, about 14%, about 15%, about 16%, about 17%, about 18%, about 19%, or about 20%.

[0048] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence of an siRNA in Table 2B. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence in Table 2B. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 2B, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 2B, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence in Table 2B. The sense strand or antisense strand may comprise an overhang. The sense strand or antisense strand may comprise any modifications described herein. The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3’A of a sense strand of one of the sequences of Table 2B. Any one of the aforementioned siRNA may include an antisense strand that lacks a 5’ U of an antisense strand sequence of any one of the sequences of Table 2B.

[0049] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with a base sequence of an siRNA in any of Table 4-6. In some embodiments, the sense strand or antisense strand sequence comprises or consists of sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical to a base sequence of an siRNA in any of Table 4-6. In some embodiments, the sense strand or antisense strand sequence comprises or consists of the sequence of a base sequence of an siRNA in any of Table 4-6, or a sense strand or antisense strand sequence thereof having 1, 2, 3, or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand sequence comprises or consists of the sequence of a base sequence of an siRNA in any of Table 4-6, or a sense strand or antisense strand sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand sequence comprises or consists of a sequence 100% identical to a base sequence of an siRNA in any of Table 4-6. The sense strand or antisense strand sequence may include the first 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand or antisense strand sequence may include the last 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5 ’ to 3 ’ direction) of any of the aforementioned sequences. The sense strand or antisense strand may comprise a modification pattern described herein. The sense strand or antisense strand may comprise, or may lack an overhang. The sense strand or antisense strand may comprise a lipid moiety. The sense strand or antisense strand may comprise a GalNAc moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3 ’A of a sense strand of one of the sequences of Tables4-6. Any one of the aforementioned siRNA may include an antisense strand that lacks a 5 ’ U of an antisense strand sequence of any one of the sequences of T ables 4- 6.

[0050] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence of an siRNA in Table 13B. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence in Table 13B. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 13B, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 13B, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence in Table 13B. The sense strand or antisense strand may comprise an overhang. The sense strand or antisense strand may comprise any modifications described herein. The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3’A of a sense strand of one of the sequences of Table 13B. Any one of the aforementioned siRNA may include an antisense strand that lacks a 5’ U of an antisense strand sequence of any one of the sequences of Table 13B.

[0051] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence of an siRNA in Table 13C. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence in Table 13C. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 13C, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 13C, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence in Table 13C. The sense strand or antisense strand may comprise an overhang. The sense strand or antisense strand may comprise any modifications described herein. The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3’A of a sense strand of one of the sequences of Table 13C. Any one of the aforementioned siRNA may include an antisense strand that lacks a 5 ’ U of an antisense strand sequence of any one of the sequences of Table 13C.

[0052] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence of an siRNA in Table 18. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence in Table 18. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 18, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 18, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence in Table 18. The sense strand or antisense strand may comprise an overhang. The sense strand or antisense strand may comprise any modifications described herein. The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3’A of a sense strand of one of the sequences of Table 18. Any one of the aforementioned siRNA may include an antisense strand that lacks a 5’ U of an antisense strand sequence of any one of the sequences of Table 18.

[0053] In some embodiments, the siRNA comprises a sense strand having a sequence in accordance with any of SEQ ID NOs: 1-3636. In some embodiments, the sense strand sequence comprises or consists of sequence at least 75% identical to any one of SEQ ID NOs: 1-3636, at least 80% identical to any one of SEQ ID NOs: 1-3636, at least 85% identical to of any one of SEQ ID NOs: 1-3636, at least 90% identical to any one of SEQ ID NOs: 1-3636, or at least 95% identical to any one of SEQ ID NOs: 1-3636. In some embodiments, the sense strand sequence comprises or consists of the sequence of any one of SEQ ID NOs: 1-3636, or a sense strand sequence thereof having 1, 2, 3, or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand sequence comprises or consists of the sequence of any one of SEQ ID NOs: 1-3636, or a sense strand sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand sequence comprises or consists of a sequence 100% identical to SEQ ID NOs: 1-3636. The sense strand sequence may include the first 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5 ’ to 3 ’ direction) of any of the aforementioned sequences. The sense strand sequence may include the last 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand may comprise a modification pattern described herein. The sense strand may comprise an overhang. The sense strand may comprise a lipid moiety. The sense strand may comprise a GalNAc moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3’A of a sense strand of one of SEQ ID NO: 1-3636.

[0054] In some embodiments, the siRNA comprises a sense strand having a sequence in accordance with any of SEQ ID NOs: 7770-7821. In some embodiments, the sense strand sequence comprises or consists of sequence at least 75% identical to any one of SEQ ID NOs: 7770-7821, at least 80% identical to any one of SEQ ID NOs: 7770-7821, at least 85% identical to of any one of SEQ ID NOs: 7770-7821, at least 90% identical to any one of SEQ ID NOs: 7770-7821, or at least 95% identical to any one of SEQ ID NOs: 7770-7821. In some embodiments, the sense strand sequence comprises or consists of the sequence of any one of SEQ ID NOs: 7770-7821, or a sense strand sequence thereof having 1, 2, 3, or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand sequence comprises or consists of the sequence of any one of SEQ ID NOs: 1-3636, or a sense strand sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand sequence comprises or consists of a sequence 100% identical to SEQ ID NOs: 7770-7821. The sense strand sequence may include the first 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand sequence may include the last 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand may comprise a modification pattern described herein. The sense strand may comprise an overhang. The sense strand may comprise a lipid moiety. The sense strand may comprise a GalNAc moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3’A of a sense strand of one of SEQ ID NO: 7770-7821.

[0055] In some embodiments, the siRNA comprises an antisense strand having a sequence in accordance with any of SEQ ID NOs: 3637-7272. In some embodiments, the antisense strand sequence comprises or consists of sequence at least 75% identical to any one of SEQ ID NOs: 3637-7272, at least 80% identical to any one of SEQ ID NOs: 3637-7272, at least 85% identical to of any one of SEQ ID NOs: 3637-7272, at least 90% identical to any one of SEQ ID NOs: 3637-7272, or at least 95% identical to any one of SEQ ID NOs: 3637-7272. In some embodiments, the antisense strand sequence comprises or consists of the sequence of any one of SEQ ID NOs: 3637-7272, or an antisense strand sequence thereof having 1, 2, 3, or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the antisense strand sequence comprises or consists of the sequence of any one of SEQ ID NOs: 3637-7272, or an antisense strand sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the antisense strand sequence comprises or consists of a sequence 100% identical to SEQ ID NOs: 3637- 7272. The antisense strand sequence may include the first 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The antisense strand sequence may include the last 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The antisense strand may comprise an overhang. The antisense strand may comprise a modification pattern described herein. The antisense strand may comprise a lipid moiety or a GalNAc moiety. Any one of the aforementioned siRNA may include an antisense strand that lacks a 5’ U of an antisense strand sequence of any one of SEQ ID NO 3637-7272. [0056] In some embodiments, the siRNA comprises an antisense strand having a sequence in accordance with any of SEQ ID NOs: 7822-7873. In some embodiments, the antisense strand sequence comprises or consists of sequence at least 75% identical to any one of SEQ ID NOs: 7822-7873, at least 80% identical to any one of SEQ ID NOs: 7822-7873, at least 85% identical to of any one of SEQ ID NOs: 7822-7873, at least 90% identical to any one of SEQ ID NOs: 7822-7873, or at least 95% identical to any one of SEQ ID NOs: 7822-7873. In some embodiments, the antisense strand sequence comprises or consists of the sequence of any one of SEQ ID NOs: 7822-7873, or an antisense strand sequence thereof having 1, 2, 3, or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the antisense strand sequence comprises or consists of the sequence of any one of SEQ ID NOs: 7822-7873, or an antisense strand sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the antisense strand sequence comprises or consists of a sequence 100% identical to SEQ ID NOs: 7822- 7873. The antisense strand sequence may include the first 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The antisense strand sequence may include the last 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The antisense strand may comprise an overhang. The antisense strand may comprise a modification pattern described herein. The antisense strand may comprise a lipid moiety or a GalNAc moiety. Any one of the aforementioned siRNA may include an antisense strand that lacks a 5’ U of an antisense strand sequence of any one of SEQ ID NO 7822-7873. [0057] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence of an siRNA of subset A. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence of subset A. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand of subset A, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand of subset A, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence of subset A. The sense strand or antisense strand may comprise any modifications described herein. The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3 ’A of a sense strand of one of the sequences of subset A. Any one of the aforementioned siRNA may include an antisense strand that lacks a 5’ U of an antisense strand sequence of any one of the sequences of subset A.

[0058] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence of an siRNA of subset B. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence of subset B. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand of subset B, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand of subset B, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence of subset B. The sense strand or antisense strand may comprise any modifications described herein. The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3 ’A of a sense strand of one of the sequences of subset B. Any one of the aforementioned siRNA may include an antisense strand that lacks a 5’ U of an antisense strand sequence of any one of the sequences of subset B.

[0059] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence of an siRNA of subset C. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence of subset C. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand of subset C, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand of subset C, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence of subset C. The sense strand or antisense strand may comprise any modifications described herein. The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3 ’A of a sense strand of one of the sequences of subset C. Any one of the aforementioned siRNA may include an antisense strand that lacks a 5’ U of an antisense strand sequence of any one of the sequences of subset C.

[0060] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence of an siRNA of subset D. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence of subset D. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand of subset D, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand of subset D, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence of subset D. The sense strand or antisense strand may comprise any modifications described herein. The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3 ’A of a sense strand of one of the sequences of subset D. Any one of the aforementioned siRNA may include an antisense strand that lacks a 5’ U of an antisense strand sequence of any one of the sequences of subset D.

[0061] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence of an siRNA of subset E. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence of subset E. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand of subset E, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand of subset E, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence of subset E. The sense strand or antisense strand may comprise any modifications described herein. The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3 ’A of a sense strand of one of the sequences of subset E. Any one of the aforementioned siRNA may include an antisense strand that lacks a 5’ U of an antisense strand sequence of any one of the sequences of subset E.

[0062] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence of an siRNA of subset F. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence of subset F. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand of subset F, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand of subset F, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence of subset F. The sense strand or antisense strand may comprise any modifications described herein. The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3 ’A of a sense strand of one of the sequences of subset F. Any one of the aforementioned siRNA may include an antisense strand that lacks a 5’ U of an antisense strand sequence of any one of the sequences of subset F.

[0063] In some embodiments, the siRNA comprises a sense strand having a sequence in accordance with SEQ ID NO: 7787. In some embodiments, the sense strand sequence comprises or consists of sequence at least 75% identical to SEQ ID NO: 7787, at least 80% identical to SEQ ID NO: 7787, at least 85% identical to SEQ ID NO: 7787, at least 90% identical to SEQ ID NO: 7787, or at least 95% identical to SEQ ID NO: 7787. In some embodiments, the sense strand sequence comprises or consists of the sequence of SEQ ID NO 7787, or a sense strand sequence thereof having 1, 2, 3, or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand sequence comprises or consists of the sequence of SEQ ID NO: 7787, or a sense strand sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand sequence comprises or consists of a sequence 100% identical to SEQ ID NO: 7787. The sense strand may comprise any modifications or modification pattern described herein. The sense strand may comprise a moiety such as a GalNAc moiety or a lipid moiety. In some embodiments, the siRNA comprises an antisense strand having a sequence in accordance with SEQ ID NO: 7839. In some embodiments, the antisense strand sequence comprises or consists of sequence at least 75% identical to SEQ ID NO: 7839, at least 80% identical to SEQ ID NO: 7839, at least 85% identical to SEQ ID NO: 7839, at least 90% identical to SEQ ID NO: 7839, or at least 95% identical to SEQ ID NO: 7839. In some embodiments, the antisense strand sequence comprises or consists of the sequence of SEQ ID NO 7839, or an antisense strand sequence thereof having 1, 2, 3, or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the antisense strand sequence comprises or consists of the sequence of SEQ ID NO: 7839, or an antisense strand sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the antisense strand sequence comprises or consists of a sequence 100% identical to SEQ ID NO: 7839. The antisense strand may comprise any modifications or modification pattern described herein. The antisense strand may comprise a moiety such as a GalNAc moiety or a lipid moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3’ A of a sense strand sequence of SEQ ID NO: 7787. Any of the aforementioned siRNAs may include an antisense sense strand that lacks a 5 ’ U of an antisense strand sequence of one of SEQ ID NO: 7839.

[0064] In some embodiments, the siRNA comprises a sense strand having a sequence in accordance with SEQ ID NO: 7799. In some embodiments, the sense strand sequence comprises or consists of sequence at least 75% identical to SEQ ID NO: 7799, at least 80% identical to SEQ ID NO: 7799, at least 85% identical to SEQ ID NO: 7799, at least 90% identical to SEQ ID NO: 7799, or at least 95% identical to SEQ ID NO: 7799. In some embodiments, the sense strand sequence comprises or consists of the sequence of SEQ ID NO 7799, or a sense strand sequence thereof having 1, 2, 3, or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand sequence comprises or consists of the sequence of SEQ ID NO: 7799, or a sense strand sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand sequence comprises or consists of a sequence 100% identical to SEQ ID NO: 7799. The sense strand may comprise any modifications or modification pattern described herein. The sense strand may comprise a moiety such as a GalNAc moiety or a lipid moiety. In some embodiments, the siRNA comprises an antisense strand having a sequence in accordance with SEQ ID NO: 7851. In some embodiments, the antisense strand sequence comprises or consists of sequence at least 75% identical to SEQ ID NO: 7851, at least 80% identical to SEQ ID NO: 7851, at least 85% identical to SEQ ID NO: 7851, at least 90% identical to SEQ ID NO: 7851, or at least 95% identical to SEQ ID NO: 7851. In some embodiments, the antisense strand sequence comprises or consists of the sequence of SEQ ID NO 7851, or an antisense strand sequence thereof having 1, 2, 3, or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the antisense strand sequence comprises or consists of the sequence of SEQ ID NO: 7851, or an antisense strand sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the antisense strand sequence comprises or consists of a sequence 100% identical to SEQ ID NO: 7851. The antisense strand may comprise any modifications or modification pattern described herein. The antisense strand may comprise a moiety such as a GalNAc moiety or a lipid moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3’ A of a sense strand sequence of one of SEQ ID NO: 7799. Any of the aforementioned siRNAs may include an antisense sense strand that lacks a 5 ’ U of an antisense strand sequence of one of SEQ ID NO: 7851.

[0065] In some embodiments, the siRNA comprises a sense strand having a sequence in accordance with SEQ ID NO: 7804. In some embodiments, the sense strand sequence comprises or consists of sequence at least 75% identical to SEQ ID NO: 7804, at least 80% identical to SEQ ID NO: 7804, at least 85% identical to SEQ ID NO: 7804, at least 90% identical to SEQ ID NO: 7804, or at least 95% identical to SEQ ID NO: 7804. In some embodiments, the sense strand sequence comprises or consists of the sequence of SEQ ID NO 7804, or a sense strand sequence thereof having 1, 2, 3, or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand sequence comprises or consists of the sequence of SEQ ID NO: 7804, or a sense strand sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand sequence comprises or consists of a sequence 100% identical to SEQ ID NO: 7804. The sense strand may comprise any modifications or modification pattern described herein. The sense strand may comprise a moiety such as a GalNAc moiety or a lipid moiety. In some embodiments, the siRNA comprises an antisense strand having a sequence in accordance with SEQ ID NO: 7856. In some embodiments, the antisense strand sequence comprises or consists of sequence at least 75% identical to SEQ ID NO: 7856, at least 80% identical to SEQ ID NO: 7856, at least 85% identical to SEQ ID NO: 7856, at least 90% identical to SEQ ID NO: 7856, or at least 95% identical to SEQ ID NO: 7856. In some embodiments, the antisense strand sequence comprises or consists of the sequence of SEQ ID NO 7856, or an antisense strand sequence thereof having 1, 2, 3, or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the antisense strand sequence comprises or consists of the sequence of SEQ ID NO: 7856, or an antisense strand sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the antisense strand sequence comprises or consists of a sequence 100% identical to SEQ ID NO: 7856. The antisense strand may comprise any modifications or modification pattern described herein. The antisense strand may comprise a moiety such as a GalNAc moiety or a lipid moiety. Any of the aforementioned siRNAs may include a sense strand that lacks a 3’ A of a sense strand sequence of one of SEQ ID NO: 7804. Any of the aforementioned siRNAs may include an antisense sense strand that lacks a 5 ’ U of an antisense strand sequence of one of SEQ ID NO: 7856.

B. ASOs

[0066] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an antisense oligonucleotide (ASO). In some embodiments, the ASO is 12-30 nucleosides in length. In some embodiments, the ASO is 14-30 nucleosides in length. In some embodiments, the ASO is at least about 10, 11, 12, 13, 14, 15, 16, 17, 18,19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, or 30 nucleosides in length, or a range defined by any of the two aforementioned numbers. In some embodiments, the ASO is 15-25 nucleosides in length. In some embodiments, the ASO is 20 nucleosides in length.

[0067] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an ASO about 12-30 nucleosides in length and comprising a nucleoside sequence complementary to about 12-30 contiguous nucleosides of a full-length human DKK2 pre-mRNA sequence; wherein (i) the oligonucleotide comprises a modification comprising a modified nucleoside and/or a modified intemucleoside linkage, and/or (ii) the composition comprises a pharmaceutically acceptable carrier.

[0068] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an ASO about 12-30 nucleosides in length and comprising a nucleoside sequence complementary to about 12-30 contiguous nucleosides of a full-length human DKK2 mRNA sequence such as SEQ ID NO: 7599; wherein (i) the oligonucleotide comprises a modification comprising a modified nucleoside and/or a modified intemucleoside linkage, and/or (ii) the composition comprises a pharmaceutically acceptable carrier. In some embodiments, the ASO is at least about 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30 or more contiguous nucleosides of SEQ ID NO: 7599.

C. Oligonucleotide modifications

[0069] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises a modification comprising a modified nucleoside and/or a modified intemucleoside linkage, and/or (ii) the composition comprises a pharmaceutically acceptable carrier. In some embodiments, the oligonucleotide comprises a modification comprising a modified nucleoside and/or a modified intemucleoside linkage. In some embodiments, the oligonucleotide comprises a modified intemucleoside linkage. In some embodiments, the modified intemucleoside linkage comprises alkylphosphonate, phosphorothioate, methylphosphonate, phosphorodithioate, alkylphosphonothioate, phosphoramidate, carbamate, carbonate, phosphate triester, acetamidate, or carboxymethyl ester, or a combination thereof. In some embodiments, the modified intemucleoside linkage comprises one or more phosphorothioate linkages A phosphorothioate may include a nonbridging oxygen atom in a phosphate backbone of the oligonucleotide that is replaced by sulfur. Modified intemucleoside linkages may be included in siRNAs or ASOs. Benefits of the modified intemucleoside linkage may include decreased toxicity or improved pharmacokinetics.

[0070] In some embodiments, the oligonucleotide comprises a duplex consisting of 21-36 nucleotide single strands with base pairing between 17-25 of the base pairs. In some embodiments, the duplex comprises blunt-ends at the 5 ’or 3’ ends of each strand. One strand (antisense strand) is complementary to a target mRNA. Each end of the antisense strand has one to five phosphorothioate bonds. The 5’ end has an optional phosphate mimic such as a vinyl phosphonate. In some embodiments, the oligonucleotide is used to knock down a target mRNA or a target protein. In some embodiments, the sense strand has the same sequence as the target mRNA. In some embodiments, there are 1-5 phosphorothioates at the 5’ and 3’ ends.

[0071] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises a modified intemucleoside linkage, wherein the oligonucleotide comprises 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, or 20 modified intemucleoside linkages, or a range of modified intemucleoside linkages defined by any two of the aforementioned numbers. In some embodiments, the oligonucleotide comprises no more than 18 modified intemucleoside linkages. In some embodiments, the oligonucleotide comprises no more than 20 modified intemucleoside linkages. In some embodiments, the oligonucleotide comprises 2 or more modified intemucleoside linkages, 3 or more modified intemucleoside linkages, 4 or more modified intemucleoside linkages, 5 or more modified intemucleoside linkages, 6 or more modified intemucleoside linkages, 7 or more modified intemucleoside linkages, 8 or more modified intemucleoside linkages, 9 or more modified intemucleoside linkages, 10 or more modified intemucleoside linkages, 11 or more modified intemucleoside linkages, 12 or more modified intemucleoside linkages, 13 or more modified intemucleoside linkages, 14 or more modified intemucleoside linkages, 15 or more modified intemucleoside linkages, 16 or more modified intemucleoside linkages, 17 or more modified intemucleoside linkages, 18 or more modified intemucleoside linkages, 19 or more modified intemucleoside linkages, or 20 or more modified intemucleoside linkages.

[0072] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises the modified nucleoside. In some embodiments, the modified nucleoside comprises a locked nucleic acid (LNA), hexitol nucleic acid (HNA), cyclohexene nucleic acid (CeNA), 2'-O-methoxyethyl, 2'-O-alkyl, 2'-O-allyl, 2'-fluoro, or 2'-deoxy, or a combination thereof. In some embodiments, the modified nucleoside comprises a LNA. In some embodiments, the modified nucleoside comprises a 2’, 4’ constrained ethyl nucleic acid. In some embodiments, the modified nucleoside comprises HLA. In some embodiments, the modified nucleoside comprises CeNA. In some embodiments, the modified nucleoside comprises a 2'-O-methoxyethyl group. In some embodiments, the modified nucleoside comprises a 2'-O-alkyl group. In some embodiments, the modified nucleoside comprises 2’-O-methoxyethyl. In some embodiments, the modified nucleoside comprises a methoxyethyl. For example, position 4 of the sense strand may comprise a methoxyethyl nucleoside such as a 2’-O- methoxyethyl thymine. In some embodiments, the modified nucleoside comprises 2'-O-methyl. In some embodiments, the modified nucleoside comprises a 2'-O-allyl group. In some embodiments, the modified nucleoside comprises a 2'-fluoro group. In some embodiments, the modified nucleoside comprises a 2'- deoxy group. In some embodiments, the modified nucleoside comprises a 2'-O-methyl nucleoside, 2'- deoxyfluoro nucleoside, 2'-O-N-methylacetamido (2'-0-NMA) nucleoside, a 2'-O- dimethylaminoethoxyethyl (2'-0-DMAE0E) nucleoside, 2'-O-aminopropyl (2'-O-AP) nucleoside, or 2'- ara-F, or a combination thereof. In some embodiments, the modified nucleoside comprises a 2'-O-methyl nucleoside. In some embodiments, the modified nucleoside comprises a 2'-deoxyfluoro nucleoside. In some embodiments, the modified nucleoside comprises a 2'-0-NMA nucleoside. In some embodiments, the modified nucleoside comprises a 2'-0-DMAE0E nucleoside. In some embodiments, the modified nucleoside comprises a 2'-O-aminopropyl (2'-O-AP) nucleoside. In some embodiments, the modified nucleoside comprises 2'-ara-F. In some embodiments, the modified nucleoside comprises one or more 2’- fluoro modified nucleosides. In some embodiments, the modified nucleoside comprises a 2'-O-alkyl modified nucleoside. In some embodiments, the modified nucleoside comprises a 2’-O-methyl inosine nucleoside. In some embodiments, the modified nucleoside comprises an acyclic nucleic acid. In some embodiments, the acyclic nucleic is a glycol nucleic acid. In some embodiments, the modified nucleoside comprises an unlocked nucleic acid. Benefits of the modified nucleoside may include decreased toxicity or improved pharmacokinetics.

[0073] In some embodiments, the modified nucleoside comprises a glycol nucleic acid (GNA). A GNA may comprise the following structure:

5’ nucleotide

[0074] In some embodiments, the modified nucleoside comprises an unlocked nucleic acid. An unlocked nucleic acid may comprise the following structure:

3’ nucleotide se

5’ nucleotide wherein the base can be any pyrimidine or purine. [0075] In some embodiments, the oligonucleotide comprises a modified nucleoside. In some embodiments, the modified nucleoside comprises a locked nucleic acid and an abasic site: are independently an H or a 3’ or 5’ linkage to a nucleotide via a phosphodiester or phosphorothioate bond.

[0076] In some embodiments, the oligonucleotide comprises a phosphate mimic. In some embodiments, the phosphate mimic comprises methylphosphonate. An example of a nucleotide that comprises a methylphosphonate is shown below: ’ methylphosphonate 2’-O-Methyl Uridine).

[0077] In some embodiments, the oligonucleotide comprises a duplex consisting of 21-36 nucleotide single strands with base pairing between 17-25 of the base pairs. In some embodiments, the duplex comprises blunt-ends at the 5 ’or 3’ ends of each strand. One strand (antisense strand) is complementary to a target mRNA. Each end of the antisense strand has one to five phosphorothioate bonds. The 5’ end has an optional phosphate mimic such as a vinyl phosphonate. In some embodiments, the oligonucleotide is used to knock down a target mRNA or a target protein. In some embodiments, the sense strand has the same sequence as the target mRNA. In some embodiments, there are 1-5 phosphorothioates at the 5’ and 3’ ends.

[0078] In some embodiments, the oligonucleotide comprises 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, or 21 modified nucleosides, or a range of nucleosides defined by any two of the aforementioned numbers. In some embodiments, the oligonucleotide comprises no more than 19 modified nucleosides. In some embodiments, the oligonucleotide comprises no more than 21 modified nucleosides. In some embodiments, the oligonucleotide comprises 2 or more modified nucleosides, 3 or more modified nucleosides, 4 or more modified nucleosides, 5 or more modified nucleosides, 6 or more modified nucleosides, 7 or more modified nucleosides, 8 or more modified nucleosides, 9 or more modified nucleosides, 10 or more modified nucleosides, 11 or more modified nucleosides, 12 or more modified nucleosides, 13 or more modified nucleosides, 14 or more modified nucleosides, 15 or more modified nucleosides, 16 or more modified nucleosides, 17 or more modified nucleosides, 18 or more modified nucleosides, 19 or more modified nucleosides, 20 or more modified nucleosides, or 21 or more modified nucleosides.

[0079] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises a moiety attached at a 3 ’ or 5 ’ terminus of the oligonucleotide. Examples of moieties include a hydrophobic moiety or a sugar moiety, or a combination thereof. In some embodiments, the oligonucleotide is an siRNA having a sense strand, and the moiety is attached to a 5’ end of the sense strand. In some embodiments, the oligonucleotide is an siRNA having a sense strand, and the moiety is attached to a 3’ end of the sense strand. In some embodiments, the oligonucleotide is an siRNA having an antisense strand, and the moiety is attached to a 5 ’ end of the antisense strand. In some embodiments, the oligonucleotide is an siRNA having an antisense strand, and the moiety is attached to a 3’ end of the antisense strand. In some embodiments, the oligonucleotide is an ASO, and the moiety is attached to a 5’ end of the ASO. In some embodiments, the oligonucleotide is an ASO, and the moiety is attached to a 3’ end of the ASO.

[0080] In some embodiments, the sense strand comprises at least three modified nucleosides, wherein the three modifications comprise a 2’-fluoro modified nucleoside, a 2’-O-methyl modified nucleoside, and 2’- O-methoxyethyl. In some embodiments, the sense strand comprises at least two modified nucleosides, wherein the two modifications comprise a 2’ -fluoro modified nucleoside, a 2’-O-methyl modified nucleoside, and 2’-O-methoxyethyl. In some embodiments, each nucleoside of the sense strand comprises a modified nucleoside, wherein the modified nucleosides are selected from the group consisting of a 2’- fluoro modified nucleoside, a 2’-O-methyl modified nucleoside, and 2’-O-methoxyethyl. In some embodiments, the sense strand comprises at least a 2’ -fluoro modified nucleoside, a 2’-O-methyl modified nucleoside, and 2’-O-methoxyethyl.

[0081] In some embodiments, the antisense strand is combination of 2’-fluoro and 2’-O-Methyl modifications. In some embodiments, each nucleoside of the antisense strand comprises a modified nucleoside, wherein the modified nucleosides are selected from the group consisting of a 2 ’-fluoro modified nucleoside and a 2’-O-methyl modified nucleoside. In some embodiments, the sense strand comprises at least a 2 ’-fluoro modified nucleoside and a 2’-O-methyl modified nucleoside.

[0082] The oligonucleotide may include purines. Examples of purines include adenine (A), inosine (I), guanine (G), or modified versions thereof. The oligonucleotide may include pyrimidines. Examples of pyrimidines include cytosine (C), thymine (T), or uracil (U), or modified versions thereof.

[0083] In some embodiments, the sense strand comprises purines and pyrimidines. In some embodiments, all purine nucleosides comprise 2’ -fluoro, and all pyrimidine nucleosides are modified with a mixture of 2’-O-methyl and 2’-O-methoxyethyl. In some embodiments, all purine nucleosides comprise 2’-O-methyl, and all pyrimidine nucleosides are modified with a mixture of 2’ -fluoro and 2’-O-methoxyethyl. In some embodiments, all purine nucleosides comprise 2’-O-methoxyethyl, and all pyrimidine nucleosides are modified with a mixture of 2’-fluoro and 2’-O-methyl. In some embodiments, all pyrimidine nucleosides comprise 2’-fluoro, and all purine nucleosides are modified with a mixture of 2’-O-methyl and 2’-O- methoxyethyl. In some embodiments, all pyrimidine nucleosides comprise 2’-O-methyl, and all purine nucleosides are modified with a mixture of 2 ’-fluoro and 2’-O-methoxyethyl. In some embodiments, all pyrimidine nucleosides comprise 2’-O-methoxyethyl, and all purine nucleosides are modified with a mixture of 2 ’-fluoro and 2’-O-methyl. In some embodiments, the sense strand may include a 2 ’-deoxy nucleoside.

[0084] In some embodiments, at least one nucleotide at position 4 or 5 of the sense strand comprises a 2’- O-methoxyethyl modified nucleoside. In some embodiments, at least one nucleotide of the sense strand from position 6 to 9 comprise a 2’-fluoro-modified nucleoside. In some embodiments, at least two nucleotides of the sense strand at position 6 to 9 comprise a 2’-fluoro-modified nucleoside. In some embodiments, at least three nucleotides of the sense strand at positions 6 to 9 comprise a 2’ -fluoromodified nucleoside. In some embodiments, each nucleotide from positions 6 to 9 of the sense strand comprise a 2’-fluoro-modified nucleoside. In some embodiments, at least one nucleotide at position 16 to 20 of the sense strand comprises a 2’-O-methyl modified nucleoside. In some embodiments, at least two nucleotides at position 16 to 20 of the sense strand comprise a 2’-O-methyl modified nucleoside. In some embodiments, at least three nucleotides at position 16 to 20 of the sense strand comprise a 2’-O-methyl modified nucleoside. In some embodiments, at least four nucleotides at position 16 to 20 of the sense strand comprise a 2’-O-methyl modified nucleoside. In some embodiments, all nucleotides at position 16 to 20 of the sense strand comprise a 2’-O-methyl modified nucleoside.

[0085] In some embodiments, any of the following is true with regards to the antisense strand: all purine nucleosides comprise 2’-fluoro, and all pyrimidine nucleosides are modified with a mixture of 2’-fluoro and 2’-O-methyl; all purine nucleosides comprise 2’-O-methyl, and all pyrimidine nucleosides are modified with a mixture of 2’-fluoro and 2’-O-methyl; all purine nucleosides comprise 2’-O-methyl, and all pyrimidine nucleosides comprise 2’-fluoro; all pyrimidine nucleosides comprise 2’-fluoro, and all purine nucleosides are modified with a mixture of 2’-fluoro and 2’-O-methyl; all pyrimidine nucleosides comprise 2’-O-methyl, and all purine nucleosides are modified with a mixture of 2’-fluoro and 2’-O- methyl; or all pyrimidine nucleosides comprise 2’-O-methyl, and all purine nucleosides comprise 2’- fluoro. In some embodiments, all purine nucleosides comprise 2 ’-fluoro, and all pyrimidine nucleosides are modified with a mixture of 2’-fluoro and 2’-O-methyl. In some embodiments, all purine nucleosides comprise 2’-O-methyl, and all pyrimidine nucleosides are modified with a mixture of 2’-fluoro and 2’-O- methyl; all purine nucleosides comprise 2’-O-methyl, and all pyrimidine nucleosides comprise 2’-fluoro. In some embodiments, all pyrimidine nucleosides comprise 2’-fluoro, and all purine nucleosides are modified with a mixture of 2’-fluoro and 2’-O-methyl; all pyrimidine nucleosides comprise 2’-O-methyl, and all purine nucleosides are modified with a mixture of 2’-fluoro and 2’-O-methyl. In some embodiments, all pyrimidine nucleosides comprise 2’-O-methyl, and all purine nucleosides comprise 2’- fluoro.

[0086] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises a hydrophobic moiety. The hydrophobic moiety may be attached at a 3’ or 5’ terminus of the oligonucleotide. The hydrophobic moiety may include a lipid such as a fatty acid. The hydrophobic moiety may include a hydrocarbon. The hydrocarbon may be linear. The hydrocarbon may be non-linear. The hydrophobic moiety may include a lipid moiety or a cholesterol moiety, or a combination thereof.

[0087] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises a lipid attached at a 3 ’ or 5 ’ terminus of the oligonucleotide. In some embodiments, the lipid comprises cholesterol, myristoyl, palmitoyl, stearoyl, lithocholoyl, docosanoyl, docosahexaenoyl, myristyl, palmityl stearyl, or a-tocopherol, or a combination thereof.

[0088] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises a sugar moiety. The sugar moiety may include an N- acetyl galactose moiety (e.g., an N-acetylgalactosamine (GalNAc) moiety), an N-acetyl glucose moiety (e.g., an N-acetylglucosamine (GlcNAc) moiety), a fucose moiety, or a mannose moiety. The sugar moiety may include 1, 2, 3, or more sugar molecules. The sugar moiety may be attached at a 3’ or 5’ terminus of the oligonucleotide. The sugar moiety may include an N-acetyl galactose moiety. The sugar moiety may include an N-acetylgalactosamine (GalNAc) moiety. The sugar moiety may include an N- acetyl glucose moiety. The sugar moiety may include N-acetylglucosamine (GlcNAc) moiety. The sugar moiety may include a fucose moiety. The sugar moiety may include a mannose moiety. N-acetyl glucose, GlcNAc, fucose, or mannose may be useful for targeting macrophages since they may target or bind a mannose receptor such as CD206.

[0089] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an N-acetylgalactosamine (GalNAc) moiety. GalNAc may be useful for hepatocyte targeting. The GalNAc moiety may include a bivalent or trivalent branched linker. The oligo may be attached to 1, 2 or 3 GalNAcs through a bivalent or trivalent branched linker. The GalNAc moiety may include 1, 2, 3, or more GalNAc molecules. The GalNAc moiety may be attached at a 3’ or 5’ terminus of the oligonucleotide.

[0090] The oligonucleotide may include purines. Examples of purines include adenine (A), inosine (I), guanine (G), or modified versions thereof. The oligonucleotide may include pyrimidines. Examples of pyrimidines include cytosine (C), thymine (T), or uracil (U), or modified versions thereof.

[0091] In some embodiments, purines of the oligonucleotide comprise 2’-fluoro modified purines. In some embodiments, purines of the oligonucleotide comprise 2’-O-methyl modified purines. In some embodiments, purines of the oligonucleotide comprise a mixture of 2’-fluoro and 2’-O-methyl modified purines. In some embodiments, all purines of the oligonucleotide comprise 2’-fluoro modified purines. In some embodiments, all purines of the oligonucleotide comprise 2’-O-methyl modified purines. In some embodiments, all purines of the oligonucleotide comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified purines. 2’-O-methyl may include 2’-O-methyl. Where 2’-O-methyl modifications are described, it is contemplated that a 2’-methyl modification may be included, and vice versa.

[0092] In some embodiments, pyrimidines of the oligonucleotide comprise 2 ’-fluoro modified pyrimidines. In some embodiments, pyrimidines of the oligonucleotide comprise 2’-O-methyl modified pyrimidines. In some embodiments, pyrimidines of the oligonucleotide comprise a mixture of 2’-fluoro and 2’-0-methyl modified pyrimidines. In some embodiments, all pyrimidines of the oligonucleotide comprise 2’-fluoro modified pyrimidines. In some embodiments, all pyrimidines of the oligonucleotide comprise 2’-O-methyl modified pyrimidines. In some embodiments, all pyrimidines of the oligonucleotide comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified pyrimidines.

[0093] In some embodiments, purines of the oligonucleotide comprise 2’-fluoro modified purines, and pyrimidines of the oligonucleotide comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified pyrimidines. In some embodiments, purines of the oligonucleotide comprise 2’-O-methyl modified purines, and pyrimidines of the oligonucleotide comprise a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines. In some embodiments, purines of the oligonucleotide comprise 2’-fluoro modified purines, and pyrimidines of the oligonucleotide comprise 2’-O-methyl modified pyrimidines. In some embodiments, purines of the oligonucleotide comprise 2’-O-methyl modified purines, and pyrimidines of the oligonucleotide comprise 2 ’-fluoro modified pyrimidines. In some embodiments, pyrimidines of the oligonucleotide comprise 2’ -fluoro modified pyrimidines, and purines of the oligonucleotide comprise a mixture of 2’-fluoro and 2’-O-methyl modified purines. In some embodiments, pyrimidines of the oligonucleotide comprise 2’-O-methyl modified pyrimidines, and purines of the oligonucleotide comprise a mixture of 2’-fluoro and 2’-O-methyl modified purines. In some embodiments, pyrimidines of the oligonucleotide comprise 2’-fluoro modified pyrimidines, and purines of the oligonucleotide comprise 2’- O-methyl modified purines. In some embodiments, pyrimidines of the oligonucleotide comprise 2’-O- methyl modified pyrimidines, and purines of the oligonucleotide comprise 2’-fluoro modified purines. [0094] In some embodiments, all purines of the oligonucleotide comprise 2 ’-fluoro modified purines, and all pyrimidines of the oligonucleotide comprise a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines. In some embodiments, all purines of the oligonucleotide comprise 2’-O-methyl modified purines, and all pyrimidines of the oligonucleotide comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified pyrimidines. In some embodiments, all purines of the oligonucleotide comprise 2 ’-fluoro modified purines, and all pyrimidines of the oligonucleotide comprise 2’-O-methyl modified pyrimidines. In some embodiments, all purines of the oligonucleotide comprise 2’-O-methyl modified purines, and all pyrimidines of the oligonucleotide comprise 2 ’-fluoro modified pyrimidines. In some embodiments, all pyrimidines of the oligonucleotide comprise 2 ’-fluoro modified pyrimidines, and all purines of the oligonucleotide comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified purines. In some embodiments, all pyrimidines of the oligonucleotide comprise 2’-O-methyl modified pyrimidines, and all purines of the oligonucleotide comprise a mixture of 2’-fluoro and 2’-O-methyl modified purines. In some embodiments, all pyrimidines of the oligonucleotide comprise 2 ’-fluoro modified pyrimidines, and all purines of the oligonucleotide comprise 2’-O-methyl modified purines. In some embodiments, all pyrimidines of the oligonucleotide comprise 2’-O-methyl modified pyrimidines, and all purines of the oligonucleotide comprise 2’ -fluoro modified purines.

[0095] In some cases, the oligonucleotide comprises a particular modification pattern. In some embodiments, position 9 counting from the 5’ end of the of a strand of the oligonucleotide may have a 2’F modification. In some embodiments, when position 9 of a strand of the oligonucleotide is a pyrimidine, then all purines in a strand of the oligonucleotide have a 2’0Me modification. In some embodiments, when position 9 is the only pyrimidine between positions 5 and 11 of the sense stand, then position 9 is the only position with a 2’F modification in a strand of the oligonucleotide. In some embodiments, when position 9 and only one other base between positions 5 and 11 of a strand of the oligonucleotide are pyrimidines, then both of these pyrimidines are the only two positions with a 2’F modification in a strand of the oligonucleotide. In some embodiments, when position 9 and only two other bases between positions 5 and 11 of a strand of the oligonucleotide are pyrimidines, and those two other pyrimidines are in adjacent positions so that there would be not three 2’F modifications in a row, then any combination of 2’F modifications can be made that give three 2’F modifications in total. In some embodiments, when there are more than 2 pyrimidines between positions 5 and 11 of a strand of the oligonucleotide, then all combinations of pyrimidines having the 2’F modification are allowed that have three to five 2’F modifications in total, provided that a strand of the oligonucleotide does not have three 2’F modifications in a row. In some cases, a strand of the oligonucleotide of any of the siRNAs comprises a modification pattern which conforms to any or all of these a strand of the oligonucleotide rules.

[0096] In some embodiments, when position 9 of a strand of the oligonucleotide is a purine, then all purines in a strand of the oligonucleotide have a 2’0Me modification. In some embodiments, when position 9 is the only purine between positions 5 and 11 of the sense stand, then position 9 is the only position with a 2’F modification in a strand of the oligonucleotide. In some embodiments, when position 9 and only one other base between positions 5 and 11 of a strand of the oligonucleotide are purines, then both of these purines are the only two positions with a 2’F modification in a strand of the oligonucleotide. In some embodiments, when position 9 and only two other bases between positions 5 and 11 of a strand of the oligonucleotide are purines, and those two other purines are in adjacent positions so that there would be not three 2’F modifications in a row, then any combination of 2’F modifications can be made that give three 2’F modifications in total. In some embodiments, when there are more than 2 purines between positions 5 and 11 of a strand of the oligonucleotide, then all combinations of purines having the 2’F modification are allowed that have three to five 2’F modifications in total, provided that a strand of the oligonucleotide does not have three 2’F modifications in a row. In some cases, a strand of the oligonucleotide of any of the siRNAs comprises a modification pattern which conforms to any or all of these a strand of the oligonucleotide rules.

[0097] In some cases, position 9 of a strand of the oligonucleotide can be a 2’deoxy. In these cases, 2’F and 2’0Me modifications may occur at the other positions of a strand of the oligonucleotide. In some cases, a strand of the oligonucleotide of any of the siRNAs comprises a modification pattern which conforms to these a strand of the oligonucleotide rules.

[0098] In some embodiments, position nine of the sense strand comprises a 2’-fluoro-modified pyrimidine. In some embodiments, all purines of the sense strand comprise 2’-O-methyl modified purines. In some embodiments, 1, 2, 3, 4, or 5 pyrimidines between positions 5 and 11 comprise a 2 ’fluoromodified pyrimidine, provided there are not three 2’-fluoro-modified pyrimidines in a row. In some embodiments, the odd-numbered positions of the antisense strand comprise 2’-O-methyl modified nucleotides. In some embodiments, the even-numbered positions of the antisense strand comprise 2’fluoro-modified nucleotides and unmodified deoxyribonucleotide. In some embodiments, the even- numbered positions of the antisense strand comprise 2’fluoro-modified nucleotides, 2’-O-methyl modified nucleotides and unmodified deoxyribonucleotide. In some embodiments, position nine of the sense strand comprises a 2’-fluoro-modified pyrimidine; all purines of the sense strand comprises 2’-O-methyl modified purines; 1, 2, 3, 4, or 5 pyrimidines between positions 5 and 11 comprise a 2’fluoro-modified pyrimidine, provided there are not three 2’-fluoro-modified pyrimidines in a row; the odd-numbered positions of the antisense strand comprise 2’-O-methyl modified nucleotides; and the even-numbered positions of the antisense strand comprise 2’fluoro-modified nucleotides and unmodified deoxyribonucleotides.

[0099] In some embodiments, position nine of the sense strand comprises a 2’-fluoro-modified purine. In some embodiments, all pyrimidines of the sense strand comprise 2’-O-methyl modified purines. In some embodiments, 1, 2, 3, 4, or 5 purines between positions 5 and 11 comprise a 2’fluoro-modified purine, provided there are not three 2’-fluoro-modified purine in a row. In some embodiments, the odd-numbered positions of the antisense strand comprise 2’-O-methyl modified nucleotides. In some embodiments, the even-numbered positions of the antisense strand comprise 2’fluoro-modified nucleotides and unmodified deoxyribonucleotide. In some embodiments, the even-numbered positions of the antisense strand comprise 2’fluoro-modified nucleotides, 2’-O-methyl modified nucleotides and unmodified deoxyribonucleotide. In some embodiments, position nine of the sense strand comprises a 2 ’-fluoromodified purine; all pyrimidine of the sense strand comprises 2’-O-methyl modified pyrimidines; 1, 2, 3, 4, or 5 purines between positions 5 and 11 comprise a 2’fluoro-modified purines, provided there are not three 2’-fluoro-modified purines in a row; the odd-numbered positions of the antisense strand comprise 2’-O-methyl modified nucleotides; and the even-numbered positions of the antisense strand comprise 2’fluoro-modified nucleotides and unmodified deoxyribonucleotides. In some embodiments, there are not three 2’-fluoro-modified purines in a row. In some embodiments, there are not three 2’-fluoro-modified pyrimidines in a row.

[00100] In some embodiments, position nine of the sense strand comprises an unmodified deoxyribonucleotide. In some embodiments, positions 5, 7, and 8 of the sense strand comprise 2’-fluoro- modifed nucleotides. In some embodiments, all pyrimidines in positions 10 to 21 of the sense strand comprise 2’-O-methyl modified pyrimidines and all purines in positions 10 to 21 of the comprise 2’-O- methyl modified purines or 2’-fIuoro-modified purines. In some embodiments, the odd-numbered positions of the antisense strand comprise 2’-O-methyl modified nucleotides. In some embodiments, the even-numbered positions of the antisense strand comprise 2’fluoro-modified nucleotides and unmodified deoxyribonucleotides. In some embodiments, the even-numbered positions of the antisense strand comprise 2’fluoro-modified nucleotides, 2’-O-methyl modified nucleotides and unmodified deoxyribonucleotides. In some embodiments, position nine of the sense strand comprises an unmodified deoxyribonucleotide; positions 5, 7, and 8 of the sense strand comprise 2’-fluoro-modifed nucleotides; all pyrimidines in positions 10 to 21 of the sense strand comprise 2’-O-methyl modified pyrimidines and all purines in positions 10 to 21 of the comprise 2’-O-methyl modified purines or 2’-fluoro-modified purines; the odd-numbered positions of the antisense strand comprise 2’-O-methyl modified nucleotides; and the even-numbered positions of the antisense strand comprise 2’fluoro-modified nucleotides and unmodified deoxyribonucleotides.

[00101] In some embodiments, position nine of the sense strand comprises an unmodified deoxyribonucleotide. In some embodiments, positions 5, 7, and 8 of the sense strand comprise 2’-fluoro- modifed nucleotides. In some embodiments, all purines in positions 10 to 21 of the sense strand comprise 2’-O-methyl modified purines and all pyrimidines in positions 10 to 21 of the comprise 2’-O-methyl modified pyrimidines or 2’-fluoro-modified pyrimidines. In some embodiments, the odd-numbered positions of the antisense strand comprise 2’-O-methyl modified nucleotides. In some embodiments, the even-numbered positions of the antisense strand comprise 2’fluoro-modified nucleotides and unmodified deoxyribonucleotides. In some embodiments, the even-numbered positions of the antisense strand comprise 2’fluoro-modified nucleotides, 2’-O-methyl modified nucleotides and unmodified deoxyribonucleotides. In some embodiments, position nine of the sense strand comprises an unmodified deoxyribonucleotide; positions 5, 7, and 8 of the sense strand comprise 2’-fluoro-modifed nucleotides; all purines in positions 10 to 21 of the sense strand comprise 2’-O-methyl modified purines and all pyrimidines in positions 10 to 21 of the comprise 2’-O-methyl modified pyrimidines or 2’-fluoro- modified pyrimidines; the odd-numbered positions of the antisense strand comprise 2’-O-methyl modified nucleotides; and the even-numbered positions of the antisense strand comprise 2’fluoro-modified nucleotides and unmodified deoxyribonucleotide.

[00102] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises a targeting ligand.

[00103] In some embodiments, the moiety includes a negatively charged group attached at a 5’ end of the oligonucleotide. This may be referred to as a 5 ’-end group. In some embodiments, the negatively charged group is attached at a 5’ end of an antisense strand of an siRNA disclosed herein. The 5 ’-end group may be or include a 5’-end phosphorothioate, 5’-end phosphorodithioate, 5’-end vinylphosphonate (5’-VP), 5’- end methylphosphonate, 5’-end cyclopropyl phosphonate, or a 5’-deoxy-5’-C-malonyl. The 5’-end group may comprise 5 ’-VP. In some embodiments, the 5 ’-VP comprises a trans-vinylphosphonate or cis- vinylphosphonate. The 5 ’-end group may include an extra 5’ phosphate. A combination of 5 ’-end groups may be used.

[00104] In some embodiments, the oligonucleotide includes a negatively charged group. The negatively charged group may aid in cell or tissue penetration. The negatively charged group may be attached at a 5’ or 3’ end (e.g. a 5’ end) of the oligonucleotide. This may be referred to as an end group. The end group may be or include a phosphorothioate, phosphorodithioate, vinylphosphonate, methylphosphonate, cyclopropyl phosphonate, or a deoxy-C-malonyl. The end group may include an extra 5’ phosphate such as an extra 5’ phosphate. A combination of end groups may be used.

[00105] In some embodiments, the oligonucleotide includes a phosphate mimic. In some embodiments, the phosphate mimic comprises vinyl phosphonate. In some embodiments, the vinyl phosphonate comprises a trans-vinylphosphonate. In some embodiments, the vinyl phosphonate comprises a cis- vinylphosphonate. An example of a nucleotide that includes a vinyl phosphonate is shown below.

[00106]

[00107] 5’ vinylphosphonate 2’ O Methyl Uridine

[00108] In some embodiments, the vinyl phosphonate increases the stability of the oligonucleotide. In some embodiments, the vinyl phosphonate increases the accumulation of the oligonucleotide in tissues. In some embodiments, the vinyl phosphonate protects the oligonucleotide from an exonuclease or a phosphatase. In some embodiments, the vinyl phosphonate improves the binding affinity of the oligonucleotide with the siRNA processing machinery.

[00109] In some embodiments, the oligonucleotide includes 1 vinyl phosphonate. In some embodiments, the oligonucleotide includes 2 vinyl phosphonates. In some embodiments, the oligonucleotide includes 3 vinyl phosphonates. In some embodiments, the oligonucleotide includes 4 vinyl phosphonates. In some embodiments, the antisense strand of the oligonucleotide comprises a vinyl phosphonate at the 5’ end. In some embodiments, the antisense strand of the oligonucleotide comprises a vinyl phosphonate at the 3’ end. In some embodiments, the sense strand of the oligonucleotide comprises a vinyl phosphonate at the 5’ end. In some embodiments, the sense strand of the oligonucleotide comprises a vinyl phosphonate at the 3’ end.

1. Hydrophobic moieties

[00110] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises a hydrophobic moiety. An oligonucleotide comprising a hydrophobic moiety may include, or be referred to as a hydrophobic conjugate. Hydrophobic moieties may be useful for enhancing cellular uptake. The hydrophobic moiety may be attached at a 3’ or 5’ terminus of the oligonucleotide. The hydrophobic moiety may include a lipid such as a fatty acid. The hydrophobic moiety may include a hydrocarbon. The hydrocarbon may be linear. The hydrocarbon may be non-linear. The hydrophobic moiety may include a lipid moiety or a cholesterol moiety, or a combination thereof. In some embodiments, the hydrophobic moiety includes a cyclohexanyl. In some embodiments, the hydrophobic moiety includes a lipid. In some embodiments, the hydrophobic moiety is used in a specific format described herein. In some embodiments, the hydrophobic moiety is attached at a 5’ end of a sense strand without any phosphorothioate groups or linkages at the 5’ end. The hydrophobic moiety may include an esterified lipid. [00111] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises a lipid attached at a 3 ’ or 5 ’ terminus of the oligonucleotide. In some embodiments, the lipid comprises cholesterol, myristoyl, palmitoyl, stearoyl, lithocholoyl, docosanoyl, docosahexaenoyl, myristyl, palmityl, stearyl, or a-tocopherol, or a combination thereof.

[00112] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises a hydrophobic ligand or moiety. In some embodiments, the hydrophobic ligand or moiety comprises cholesterol. In some embodiments, the hydrophobic ligand or moiety comprises a cholesterol derivative. In some embodiments, the hydrophobic ligand or moiety is attached at a 3’ terminus of the oligonucleotide. In some embodiments, the hydrophobic ligand or moiety s attached at a 5’ terminus of the oligonucleotide. In some embodiments, the composition comprises a sense strand, and the hydrophobic ligand or moiety is attached to the sense strand (e.g. attached to a 5’ end of the sense strand, or attached to a 3’ end of the sense strand). In some embodiments, the composition comprises an antisense strand, and the hydrophobic ligand or moiety is attached to the antisense strand (e.g. attached to a 5’ end of the antisense strand, or attached to a 3’ end of the antisense strand). In some embodiments, the composition comprises a hydrophobic ligand or moiety attached at a 3’ or 5’ terminus of the oligonucleotide.

[00113] In some embodiments, a hydrophobic moiety is attached to the oligonucleotide (e.g. a sense strand and/or an antisense strand of a siRNA). In some embodiments, a hydrophobic moiety is attached at a 3’ terminus of the oligonucleotide. In some embodiments, a hydrophobic moiety is attached at a 5’ terminus of the oligonucleotide. In some embodiments, the hydrophobic moiety comprises cholesterol. In some embodiments, the hydrophobic moiety includes a cyclohexanyl. The hydrophobic moiety may include an esterified lipid.

[00114] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises a lipid attached at a 3 ’ or 5 ’ terminus of the oligonucleotide. In some embodiments, a lipid is attached at a 3’ terminus of the oligonucleotide. In some embodiments, a lipid is attached at a 5’ terminus of the oligonucleotide. In some embodiments, the lipid comprises cholesterol, myristoyl, palmitoyl, stearoyl, lithocholoyl, docosanoyl, docosahexaenoyl, myristyl, palmityl, stearyl, or a-tocopherol, or a combination thereof. In some embodiments, the lipid comprises stearyl, lithocholyl, docosanyl, docosahexaenyl, or myristyl. In some embodiments, the lipid comprises cholesterol. In some embodiments, the lipid includes a sterol such as cholesterol. In some embodiments, the lipid comprises stearyl, t-butylphenol, n-butylphenol, octylphenol, dodecylphenol, phenyl n-dodecyl, octadecylbenzamide, hexadecylbenzamide, or octadecylcyclohexyl. In some embodiments, the lipid comprises phenyl para C12. The lipid moiety may be esterified. [00115] In some embodiments, the oligonucleotide comprises any aspect of the following structure:

. In some embodiments, the oligonucleotide comprises any aspect of the following structure: some embodiments, the oligonucleotide comprises any aspect of the following structure: some embodiments, the oligonucleotide comprises any aspect of the following structure aspect included in the oligonucleotide may include the entire structure, or may include the lipid moiety, of any of the structures shown. In some embodiments, n is 1-3. In some embodiments, n is 1. In some embodiments, n is 2. In some embodiments, n is 3. In some embodiments, R is an alkyl group. In some embodiments, the alkyl group contains 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, or 20 carbons. In some embodiments, the alkyl group contains 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, or 18 carbons, or a range defined by any two of the aforementioned numbers of carbons. In some embodiments, the alkyl group contains 4-18 carbons. In some embodiments, the lipid moiety comprises an alcohol or ether.

[00116] In some embodiments, the lipid includes a fatty acid. In some embodiments, the lipid comprises a lipid depicted in Table 1. The example lipid moieties in Table 1 are shown attached at a 5’ end of an oligonucleotide, in which the 5’ terminal phosphate of the oligonucleotide is shown with the lipid moiety. In some embodiments, a lipid moiety in Table 1 may be attached at a different point of attachment than shown. For example, the point of attachment of any of the lipid moieties in the table may be at a 3’ oligonucleotide end. In some embodiments, the lipid is used for targeting the oligonucleotide to a non- hepatic cell or tissue.

Table 1: Hydrophobic moiety examples

[00117] In some embodiments, the lipid or lipid moiety includes 16 to 18 carbons. In some embodiments, the lipid includes 16 carbons. In some embodiments, the lipid includes 17 carbons. In some embodiments, the lipid includes 18 carbons. In some embodiments, the lipid moiety includes 16 carbons. In some embodiments, the lipid moiety includes 17 carbons. In some embodiments, the lipid moiety includes 18 carbons. In some embodiments, the lipid moiety includes 19 carbons. In some embodiments, the lipid moiety includes 20 carbons.

[00118] The hydrophobic moiety may include a linker that comprises a carbocycle. The carbocycle may be six-membered. Some examples of a carbocycle include phenyl or cyclohexyl. The linker may include a phenyl. The linker may include a cyclohexyl. The lipid may be attached to the carbocycle, which may in turn be attached at a phosphate (e.g. 5’ or 3’ phosphate) of the oligonucleotide. In some embodiments, the lipid or hydrocarbon, and the end of the sense are connected to the phenyl or cyclohexyl linker in the 1,4; 1,3; or 1,2 substitution pattern (e.g. the para, meta, or ortho phenyl configuration). In some embodiments, the lipid or hydrocarbon, and the end of the sense are connected to the phenyl or cyclohexyl linker in the

1,4 substitution pattern (e.g. the para phenyl configuration). The lipid may be attached to the carbocycle in the 1,4 substitution pattern relative to the oligonucleotide. The lipid may be attached to the carbocycle in the 1,3 substitution pattern relative to the oligonucleotide. The lipid may be attached to the carbocycle in the 1,2 substitution pattern relative to the oligonucleotide. The lipid may be attached to the carbocycle in the ortho orientation relative to the oligonucleotide. The lipid may be attached to the carbocycle in the para orientation relative to the oligonucleotide. The lipid may be attached to the carbocycle in the meta orientation relative to the oligonucleotide.

[00119] The lipid moiety may comprise or consist of the following structure

[00120] In some embodiments, the lipid moiety comprises or consists of the following structure: comprises the following structure: lipid moiety comprises or consist of the following structure: some embodiments, the dotted line indicates a covalent connection. The covalent connection may between an end of the sense or antisense strand. For example, the connection may be to the 5’ end of the sense strand. In some embodiments, n is 0-3. In some embodiments, n is 1-3. In some embodiments, n is 0. In some embodiments, n is 1. In some embodiments, n is 2. In some embodiments, n is 3. In some embodiments, n is 4. In some embodiments, n is 5. In some embodiments, n is 1, 2, 3, 4, 5, 6, 7, 8, 9, or 10. In some embodiments, R is an alkyl group. In some embodiments, the alkyl group contains 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, or 20 carbons. In some embodiments, the alkyl group contains 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, or 18 carbons, or a range defined by any two of the aforementioned numbers of carbons. In some embodiments, R comprises or consists of an alkyl group containing 4-18 carbons. The lipid moiety may be attached at a 5’ end of the oligonucleotide. The 5’ end may have one phosphate linking the lipid moiety to a 5’ carbon of a sugar of the oligonucleotide. The 5’ end may have two phosphates linking the lipid moiety to a 5’ carbon of a sugar of the oligonucleotide. The 5 ’ end may have three phosphates linking the lipid moiety to a 5 ’ carbon of a sugar of the oligonucleotide. The 5’ end may have one phosphate connected to the 5’ carbon of a sugar of the oligonucleotide, where the one phosphate is connected to the lipid moiety. The 5’ end may have two phosphates connected to the 5 ’ carbon of a sugar of the oligonucleotide, where the one of the two phosphates is connected to the lipid moiety. The 5’ end may have three phosphates connected to the 5’ carbon of a sugar of the oligonucleotide, where the one of the three phosphates is connected to the lipid moiety. The sugar may include a ribose. The sugar may include a deoxyribose. The sugar may be modified a such as a 2’ modified sugar (e.g. a 2’-0-methyl or 2’-fluoro ribose). A phosphate of the 5’ end may include a modification such as a sulfur in place of an oxygen. Two phosphates of the 5’ end may include a modification such as a sulfur in place of an oxygen. Three phosphates of the 5’ end may include a modification such as a sulfur in place of an oxygen.

[00121] In some embodiments, the oligonucleotide includes 1 lipid moiety. In some embodiments, the oligonucleotide includes 2 lipid moieties. In some embodiments, the oligonucleotide includes 3 lipid moieties. In some embodiments, the oligonucleotide includes 4 lipid moieties.

[00122] Some embodiments relate to a method of making an oligonucleotide comprising a hydrophobic conjugate. A strategy for making hydrophobic conjugates may include use of a phosphoramidite reagent based upon a 6-membered ring alcohol such as a phenol or cyclohexanol. The phosphoramidite may be reacted to a nucleotide to connect the nucleotide to the hydrophobic moiety, and thereby produce the hydrophobic conjugate. Some examples of phosphoramidite reagents that may be used to produce a hydrophobic conjugate are provided as follows: . In some embodiments, n is 1 -3. In some embodiments, n is 1. In some embodiments, n is 2. In some embodiments, n is 3. In some embodiments, R is an alkyl group. In some embodiments, the alkyl group contains 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, or 20 carbons. In some embodiments, the alkyl group contains 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, or 18 carbons, or a range defined by any two of the aforementioned numbers of carbons. In some embodiments, R comprises or consists of an alkyl group containing 4-18 carbons. Any one of the phosphoramidite reagents may be reacted to a 5’ end of an oligonucleotide to produce an oligonucleotide comprising a hydrophobic moiety. In some embodiments, the phosphoramidite reagents is reacted to a 5’ end of a sense strand of an siRNA. The sense strand may then be hybridized to an antisense strand to form a duplex. The hybridization may be performed by incubating the sense and antisense strands in solution at a given temperature. The temperature may be gradually reduced. The temperature may comprise or include a temperature comprising an annealing temperature for the sense and antisense strands. The temperature may be below or include a temperature below the annealing temperature for the sense and antisense strands. The temperature may be below a melting temperature of the sense and antisense strands.

[00123] The lipid may be attached to the oligonucleotide by a linker. The linker may include a polyethyleneglycol (e.g. tetraethyleneglycol).

[00124] The modifications described herein may be useful for delivery to a cell or tissue, for example, extrahepatic delivery or targeting of an oligonucleotide composition. The modifications described herein may be useful for targeting an oligonucleotide composition to a cell or tissue.

[00125] ETL2 may be conjugated to an oligonucleotide using the following reagent: 2. Sugar moieties

[00126] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises a sugar moiety. The sugar moiety may include an N- acetyl galactose moiety (e.g. an N-acetylgalactosamine (GalNAc) moiety), an N-acetyl glucose moiety (e.g. an N-acetylglucosamine (GlcNAc) moiety), a fucose moiety, or a mannose moiety. The sugar moiety may include 1, 2, 3, or more sugar molecules. The sugar moiety may be attached at a 3’ or 5’ terminus of the oligonucleotide. The sugar moiety may include an N-acetyl galactose moiety. The sugar moiety may include an N-acetylgalactosamine (GalNAc) moiety. The sugar moiety may include an N-acetyl glucose moiety. The sugar moiety may include N-acetylglucosamine (GlcNAc) moiety. The sugar moiety may include a fucose moiety. The sugar moiety may include a mannose moiety. N-acetyl glucose, GlcNAc, fucose, or mannose may be useful for targeting macrophages when they target or bind a mannose receptor such as CD206. The sugar moiety may be useful for binding or targeting an asialoglycoprotein receptor such as an asialoglycoprotein receptor of a hepatocyte. The GalNAc moiety may bind to an asialoglycoprotein receptor. The GalNAc moiety may target a hepatocyte.

[00127] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an N-acetylgalactosamine (GalNAc) moiety. GalNAc may be useful for hepatocyte targeting. The GalNAc moiety may include a bivalent or trivalent branched linker. The oligo may be attached to 1, 2 or 3 GalNAcs through a bivalent or trivalent branched linker. The GalNAc moiety may include 1, 2, 3, or more GalNAc molecules. The GalNAc moiety may be attached at a 3’ or 5’ terminus of the oligonucleotide.

[00128] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an N-acetylgalactosamine (GalNAc) ligand for hepatocyte targeting. In some embodiments, the composition comprises GalNAc. In some embodiments, the composition comprises a GalNAc derivative. In some embodiments, the GalNAc ligand is attached at a 3’ terminus of the oligonucleotide. In some embodiments, the GalNAc ligand is attached at a 5’ terminus of the oligonucleotide. In some embodiments, the composition comprises a sense strand, and the GalNAc ligand is attached to the sense strand (e.g. attached to a 5’ end of the sense strand, or attached to a 3’ end of the sense strand). In some embodiments, the composition comprises an antisense strand, and the GalNAc ligand is attached to the antisense strand (e.g. attached to a 5’ end of the antisense strand, or attached to a 3’ end of the antisense strand). In some embodiments, the composition comprises a GalNAc ligand attached at a 3’ or 5’ terminus of the oligonucleotide.

[00129] Disclosed herein, in some embodiments, are compositions comprising an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises a GalNAc moiety. The GalNAc moiety may be included in any formula, structure, or GalNAc moiety shown below. In some embodiments, described herein is a compound (e.g. oligonucleotide) represented by Formula (I) or (II):

or a salt thereof, wherein

J is an oligonucleotide; each w is independently selected from any value from 1 to 20; each v is independently selected from any value from 1 to 20; n is selected from any value from 1 to 20; m is selected from any value from 1 to 20; z is selected from any value from 1 to 3, wherein if z is 3, Y is C if z is 2, Y is CR⁶, or if z is 1, Y is C(R⁶)2;

Q is selected from:

C3-10 carbocycle optionally substituted with one or more substituents independently selected from halogen, -CN, -NO₂, -OR⁷, -SR⁷, -N(R⁷)₂, -C(O)R⁷, -C(O)N(R⁷)₂, -N(R⁷)C(O)R⁷ - N(R⁷)C(O)N(R⁷)₂, -OC(O)N(R⁷)₂, -N(R⁷)C(O)OR⁷, -C(O)OR⁷, -OC(O)R⁷, -S(O)R⁷, and Ci ₆ alkyl, wherein the C1-6 alkyl, is optionally substituted with one or more substituents independently selected from halogen, -CN, -OH, -SH, -NO2, and -NH2;

R¹ is a linker selected from:

-O-, -S-, -N(R⁷)-, -C(O)-, -C(O)N(R⁷)-, -N(R⁷)C(O)-_ -N(R⁷)C(O)N(R⁷)-, -OC(O)N(R⁷)-, - N(R⁷)C(O)O-, -C(O)O-, -OC(O)-, -S(O)-, -S(O)₂-, -OS(O)₂-, -OP(O)(OR⁷)O-, -SP(O)(OR⁷)O-, - OP(S)(OR⁷)O-, -OP(O)(SR⁷)O-, -OP(O)(OR⁷)S-, -OP(O)(O )O-, -SP(O)(O )O-, -OP(S)(O )O-, - OP(O)(S )O-, -OP(O)(O )S-, -OP(O)(OR⁷)NR⁷-, -OP(O)(N(R⁷)₂)NR⁷-, -OP(OR⁷)O-, - OP(N(R⁷)₂)O-, -OP(OR⁷)N(R⁷)-, and -OPN(R⁷)₂NR⁷-; each R² is independently selected from:

C1-6 alkyl optionally substituted with one or more substituents independently selected from halogen, -OR⁷, -SR⁷, -N(R⁷)₂, -C(O)R⁷, -C(O)N(R⁷)₂, -N(R⁷)C(O)R⁷ -N(R⁷)C(O)N(R⁷)₂, - OC(O)N(R⁷)₂, -N(R⁷)C(O)OR⁷, -C(O)OR⁷, -OC(O)R⁷, and -S(O)R⁷;

R³ and R⁴ are each independently selected from:

-OR⁷, -SR⁷, -N(R⁷)₂, -C(O)R⁷, -C(O)N(R⁷)₂, -N(R⁷)C(O)R⁷ -N(R⁷)C(O)N(R⁷)₂, - OC(O)N(R⁷)₂, -N(R⁷)C(O)OR⁷, -C(O)OR⁷, -OC(O)R⁷, and -S(O)R⁷; each R⁵ is independently selected from: -OC(O)R⁷, -OC(O)N(R⁷)₂, -N(R⁷)C(O)R⁷ -N(R⁷)C(O)N(R⁷)₂, -N(R⁷)C(O)OR⁷, -C(O)R⁷, -C(O)OR⁷, and -C(O)N(R⁷)₂; each R⁶ is independently selected from: hydrogen; halogen, -CN, -NO₂, -OR⁷, -SR⁷, -N(R⁷)₂, -C(O)R⁷, -C(O)N(R⁷)₂, -N(R⁷)C(O)R⁷ - N(R⁷)C(O)N(R⁷)₂, -OC(O)N(R⁷)₂, -N(R⁷)C(O)OR⁷, -C(O)OR⁷, -OC(O)R⁷, and -S(O)R⁷; and Ci-6 alkyl optionally substituted with one or more substituents independently selected from halogen, -CN, -NO₂, -OR⁷, -SR⁷, -N(R⁷)₂, -C(O)R⁷, -C(O)N(R⁷)₂, -N(R⁷)C(O)R⁷ - N(R⁷)C(O)N(R⁷)₂, -OC(O)N(R⁷)₂, -N(R⁷)C(O)OR⁷, -C(O)OR⁷, -OC(O)R⁷, and -S(O)R⁷; each R⁷ is independently selected from: hydrogen;

Ci-6 alkyl, C₂-6 alkenyl, and C₂.e alkynyl, each of which is optionally substituted with one or more substituents independently selected from halogen, -CN, -OH, -SH, -NO₂, -NH₂, =0, =S, - O-Ci-6 alkyl, -S-Ci-6 alkyl, -N(Ci-e alkyl)₂, -NH(Ci-e alkyl), C3-10 carbocycle, and 3- to 10- membered heterocycle; and

C3-10 carbocycle, and 3- to 10-membered heterocycle, each of which is optionally substituted with one or more substituents independently selected from halogen, -CN, -OH, -SH, - N0₂, -NH₂, =0, =S, -O-C1-6 alkyl, -S-Ci-e alkyl, -N(Ci-e alkyl)₂, -NH(Ci-e alkyl), C1-6 alkyl, C₂.e alkenyl, C₂.„ alkynyl, C3-10 carbocycle, 3- to 10-membered heterocycle, and Ci-ehaloalkyl.

In some embodiments, each w is independently selected from any value from 1 to 10. In some embodiments, each w is independently selected from any value from 1 to 5. In some embodiments, each w is 1. In some embodiments, each v is independently selected from any value from 1 to 10. In some embodiments, each v is independently selected from any value from 1 to 5. In some embodiments, each v is 1. In some embodiments, n is selected from any value from 1 to 10. In some embodiments, n is selected from any value from 1 to 5. In some embodiments, n is 2. In some embodiments, m is selected from any value from 1 to 10. In some embodiments, m is selected from any value from 1 to 5. In some embodiments, m is selected from 1 and 2. In some embodiments, z is 3 and Y is C. In some embodiments, Q is selected from C5-6 carbocycle optionally substituted with one or more substituents independently selected from halogen, -CN, -NO₂, -OR⁷, -SR⁷, -N(R⁷)₂, -C(O)R⁷, -C(O)N(R⁷)₂, -N(R⁷)C(O)R⁷ - N(R⁷)C(O)N(R⁷)₂, -OC(O)N(R⁷)₂, -N(R⁷)C(O)OR⁷, -C(O)OR⁷, -OC(O)R⁷, and -S(O)R⁷. In some embodiments, Q is selected from C5-6 carbocycle optionally substituted with one or more substituents independently selected from halogen, -CN, -OH, -SH, -NO₂, and -NH₂. In some embodiments, Q is selected from phenyl and cyclohexyl, each of which is optionally substituted with one or more substituents independently selected from halogen, -CN, -OH, -SH, -NO₂, and -NH₂. In some embodiments, Q is selected from phenyl. In some embodiments, Q is selected from cyclohexyl. In some embodiments, R¹ is selected from -OP(O)(OR⁷)O-, -SP(O)(OR⁷)O-, -OP(S)(OR⁷)O-, -OP(O)(SR⁷)O-, - OP(O)(OR⁷)S-, -OP(O)(O )O-, -SP(O)(O )O-, -OP(S)(O )O-, -OP(O)(S )O-, -OP(O)(O )S-, - OP(O)(OR⁷)NR⁷-, -OP(O)(N(R⁷)₂)NR⁷-, -OP(OR⁷)O-, -OP(N(R⁷)₂)O-, -OP(OR⁷)N(R⁷)-, and -OPN(R⁷)₂. NR⁷. In some embodiments, R¹ is selected from -OP(O)(OR⁷)O-, -SP(O)(OR⁷)O-, -OP(S)(OR⁷)O-, - OP(O)(SR⁷)O-, -OP(O)(OR⁷)S-, -OP(O)(O )O-, -SP(O)(O )O-, -OP(S)(O )O-, -OP(O)(S )O-, -OP(O)(O )S-, and -OP(OR⁷)O-. In some embodiments, R¹ is selected from -OP(O)(OR⁷)O-, -OP(S)(OR⁷)O-, - OP(O)(O )O-, -OP(S)(O )O-, -OP(O)(S )O-, and -OP(OR⁷)O-. In some embodiments, R¹ is selected from - OP(O)(OR⁷)O- and -OP(OR⁷)O-. In some embodiments, R² is selected from C1-3 alkyl substituted with one or more substituents independently selected from halogen, -OR⁷, -OC(O)R⁷, -SR⁷, -N(R⁷)2, -C(O)R⁷, and -S(O)R⁷. In some embodiments, R² is selected from C1-3 alkyl substituted with one or more substituents independently selected from -OR⁷, -OC(O)R⁷, -SR⁷, and -N(R⁷)2. In some embodiments, R² is selected from C1-3 alkyl substituted with one or more substituents independently selected from -OR⁷ and - OC(O)R⁷. In some embodiments, R³ is selected from halogen, -OR⁷, -SR⁷, -N(R⁷)2, -C(O)R⁷, -OC(O)R⁷, and -S(O)R⁷ In some embodiments, R³ is selected from -OR⁷ -SR⁷, -OC(O)R⁷, and -N(R⁷)2. In some embodiments, R³ is selected from -OR⁷ - and -OC(O)R⁷. In some embodiments, R⁴ is selected from halogen, -OR⁷, -SR⁷, -N(R⁷)2, -C(O)R⁷, -OC(O)R⁷, and -S(O)R⁷ In some embodiments, R⁴ is selected from -OR⁷ -SR⁷, -OC(O)R⁷, and -N(R⁷)2 In some embodiments, R⁴ is selected from -OR⁷ - and -OC(O)R⁷. In some embodiments, R⁵ is selected from -OC(O)R⁷, -OC(O)N(R⁷)2, -N(R⁷)C(O)R⁷ -N(R⁷)C(O)N(R⁷)2, and -N(R⁷)C(O)OR⁷. In some embodiments, R⁵ is selected from -OC(O)R⁷ and -N(R⁷)C(O)R⁷. In some embodiments, each R⁷ is independently selected from: hydrogen; and C1-6 alkyl optionally substituted with one or more substituents independently selected from halogen, -CN, -OH, -SH, -NO2, -NH2, =0, =S, -O- C1-6 alkyl, -S-C1-6 alkyl, -N(Ci-e alkyl)2, -NH(Ci-e alkyl), C3-10 carbocycle, or 3- to 10-membered heterocycle. In some embodiments, each R⁷ is independently selected from C1-6 alkyl optionally substituted with one or more substituents independently selected from halogen, -CN, -OH, -SH, -NO2, - NH2, =0, =S, -O-C1.6 alkyl, -S-C1-6 alkyl, -N(CI-6 alkyl)2, and -NH(CI-6 alkyl). In some embodiments, each R⁷ is independently selected from C1-6 alkyl optionally substituted with one or more substituents independently selected from halogen, -CN, -OH, and -SH. In some embodiments, w is 1; v is 1; n is 2; m is 1 or 2; z is 3 and Y is C; Q is phenyl or cyclohexyl, each of which is optionally substituted with one or more substituents independently selected from halogen, -CN, -OH, -SH, -NO2, -NH2, and C1-3 alkyl; R¹ is selected from -OP(O)(OR⁷)O-, -OP(S)(OR⁷)O-, -0P(0)(0 )0-, -OP(S)(O )0-, -OP(O)(S )0-, and - OP(OR⁷)O-; R² is Ci alkyl substituted with -OH or -0C(0)CH3;

R³ is -OH or -0C( some embodiments, the compound compri

In some embodiments, the oligonucleotide (J) is attached at a 5’ end or a 3’ end of the oligonucleotide. In some embodiments, the oligonucleotide comprises DNA. In some embodiments, the oligonucleotide comprises RNA. In some embodiments, the oligonucleotide comprises one or more modified intemucleoside linkages. In some embodiments, the one or more modified intemucleoside linkages comprise alkylphosphonate, phosphorothioate, methylphosphonate, phosphorodithioate, alkylphosphonothioate, phosphoramidate, carbamate, carbonate, phosphate triester, acetamidate, or carboxymethyl ester, or a combination thereof. In some embodiments, the oligonucleotide comprises 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, or 20 modified intemucleoside linkages. In some embodiments, the compound binds to an asialoglycoprotein receptor. In some embodiments, the compound targets a hepatocyte.

[00130] Some embodiments include the following, where J is the oligonucleotide:

J may include one or more additional phosphates, or one or more phosphorothioates linking to the oligonucleotide. J may include one or more additional phosphates linking to the oligonucleotide. J may include one or more phosphorothioates linking to the oligonucleotide.

[00131] Some embodiments include the following, where J is the oligonucleotide: J may include one or more additional phosphates, or one or more phosphorothioates linking to the oligonucleotide. J may include one or more additional phosphates linking to the oligonucleotide. J may include one or more phosphorothioates linking to the oligonucleotide.

[00132] Some embodiments include the following, where J is the oligonucleotide:

J may include one or more phosphates or phosphorothioates linking to the oligonucleotide. J may include one or more phosphates linking to the oligonucleotide. J may include a phosphate linking to the oligonucleotide. J may include one or more phosphorothioates linking to the oligonucleotide. J may include a phosphorothioate linking to the oligonucleotide.

[00133] Some embodiments include the following, where J is the oligonucleotide:

The structure in this compound attached to the oligonucleotide (J) may be referred to as “ETL17”, and is an example of a GalNAc moiety. J may include one or more phosphates or phosphorothioates linking to the oligonucleotide. J may include one or more phosphates linking to the oligonucleotide. J may include a phosphate linking to the oligonucleotide. J may include one or more phosphorothioates linking to the oligonucleotide. J may include a phosphorothioate linking to the oligonucleotide.

[00134] Some embodiments include the following, where the phosphate or “5”’ indicates a connection to the oligonucleotide: [00135] Some embodiments include the following, where the phosphate or “5”’ indicates a connection to

[00136] Some embodiments include the following, where the phosphate or “5”’ indicates a connection to

[00137] Some embodiments include the following, where J is the oligonucleotide: include one or more phosphates or phosphorothioates linking to the oligonucleotide. J may include one or more phosphates linking to the oligonucleotide. J may include a phosphate linking to the oligonucleotide. J may include one or more phosphorothioates linking to the oligonucleotide. J may include a phosphorothioate linking to the oligonucleotide.

[00138] Some embodiments include the following, where J is the oligonucleotide:

[00139] The structure in this compound attached to the oligonucleotide (J) may be referred to as “ETL1,” and is an example of a GalNAc moiety. J may include one or more phosphates or phosphorothioates linking to the oligonucleotide. J may include one or more phosphates linking to the oligonucleotide. J may include a phosphate linking to the oligonucleotide. J may include one or more phosphorothioates linking to the oligonucleotide. J may include a phosphorothioate linking to the oligonucleotide.

one or more additional phosphates, or one or more phosphorothioates linking to the oligonucleotide. J may include one or more additional phosphates linking to the oligonucleotide. J may include one or more phosphorothioates linking to the oligonucleotide.

[00141] Some embodiments include the following, where J is the oligonucleotide:

J may include one or more additional phosphates, or one or more phosphorothioates linking to the oligonucleotide. J may include one or more additional phosphates linking to the oligonucleotide. J may include one or more phosphorothioates linking to the oligonucleotide. [00142] Some embodiments include the following, where J is the oligonucleotide: or more phosphates or phosphorothioates linking to the oligonucleotide. J may include one or more phosphates linking to the oligonucleotide. J may include a phosphate linking to the oligonucleotide. J may include one or more phosphorothioates linking to the oligonucleotide. J may include a phosphorothioate linking to the oligonucleotide.

[00143] Some embodiments include the following, where J is the oligonucleotide:

The structure in this compound attached to the oligonucleotide (J) may be referred to as “ETL17,” and is an example of a GalNAc moiety. J may include one or more phosphates or phosphorothioates linking to the oligonucleotide. J may include one or more phosphates linking to the oligonucleotide. J may include a phosphate linking to the oligonucleotide. J may include one or more phosphorothioates linking to the oligonucleotide. J may include a phosphorothioate linking to the oligonucleotide.

[00144] Disclosed herein, in some embodiments, are compositions comprising an oligonucleotide that inhibits the expression of a target gene, wherein the oligonucleotide comprises a GalNAc moiety. The GalNAc moiety may be included in any formula, structure, or GalNAc moiety shown below. In some embodiments, described herein is a compound (e.g. oligonucleotide) represented by Formula (III), (IV), or (V):

Formula V, or a salt thereof, wherein

J is an oligonucleotide; each w is independently selected from any value from 0 to 20; v is independently selected from any value from 0 to 20; each n is selected from any value from 0 to 20; each m is selected from any value from 0 to 20; each p is selected from any value from 0 to 1 ; each w is selected from any value from 0 to 20; t is selected from any value from 0 to 1; x is selected from any value from 0 to 1; r is selected from any value from 0 to 20; u is selected from any value from 0 to 20;

Q is selected from: C3-20 cyclic, heterocyclic or acyclic linker optionally substituted with one or more substituents independently selected from halogen, -CN, -NO2, -OR⁷, -SR⁷, -N(R⁷)2, -C(O)R⁷, - C(O)N(R⁷)₂, -N(R⁷)C(O)R⁷ -N(R⁷)C(O)N(R⁷)₂, -OC(O)N(R⁷)₂, -N(R⁷)C(O)OR⁷, -C(O)OR⁷, -OC(O)R⁷, - S(O)R⁷, and Ci-e alkyl, wherein the C1-6 alkyl, is optionally substituted with one or more substituents independently selected from halogen, -CN, -OH, -SH, -NO2, and -NH2;

R¹ is a linker selected from: -O-, -S-, -N(R⁷)-, -C(O)-, -C(O)N(R⁷)-, -N(R⁷)C(O)-_ -N(R⁷)C(O)N(R⁷)-, -OC(O)N(R⁷)-, -N(R⁷)C(O)O-, -C(O)O-, -OC(O)-, -S(O)-, -S(O)₂-, -OS(O)₂-, -OP(O)(OR⁷)O-, - SP(O)(OR⁷)O-, -OP(S)(OR⁷)O-, -OP(O)(SR⁷)O-, -OP(O)(OR⁷)S-, -OP(O)(O )O-, -SP(O)(O )O-, - OP(S)(O )O-, -OP(O)(S )O-, -OP(O)(O )S-, -OP(O)(OR⁷)NR⁷-, -OP(O)(N(R⁷)₂)NR⁷-, -OP(OR⁷)O-, - OP(N(R⁷)₂)O-, -OP(OR⁷)N(R⁷)-, and -OPN(R⁷)₂NR⁷-; each R⁷ is independently selected from: hydrogen, Ci-6 alkyl, C2-6 alkenyl, and C2-ealkynyl, each of which is optionally substituted with one or more substituents independently selected from halogen, -CN, - OH, -SH, -NO₂, -NH₂, =0, =S, -O-C1.6 alkyl, -S-C1.6 alkyl, -N(CI-₆ alkyl)₂, -NH(CI-₆ alkyl), C3-10 carbocycle, and 3- to 10-membered heterocycle, C3-10 carbocycle, and 3- to 10-membered heterocycle, each of which is optionally substituted with one or more substituents independently selected from halogen, -CN, -OH, -SH, -NO₂, -NH₂, =0, =S, -O-Ci.₆ alkyl, -S-C1.6 alkyl, -N(CI-₆ alkyl)₂, -NH(CI-₆ alkyl), C1-6 alkyl, C2-6 alkenyl, C2-e alkynyl, C3-10 carbocycle, 3- to 10-membered heterocycle, and C1-6 haloalkyl.

[00145] Provided herein are sugar moieties comprising the following structure, where J is an oligonucleotide:

[00146] The structure in this compound attached to the oligonucleotide (J) in some instances is referred to as “L96,” and is an example of a GalNAc moiety. J in some instances comprises one or more phosphates or phosphorothioates linking to the oligonucleotide. J in some instances comprises one or more phosphates linking to the oligonucleotide. J in some instances comprises a phosphate linking to the oligonucleotide. J in some instances comprises one or more phosphorothioates linking to the oligonucleotide. J in some instances comprises a phosphorothioate linking to the oligonucleotide.

[00147] Provided herein are sugar moieties comprising the following structure, where J is an oligonucleotide:

[00148] The structure in this compound attached to the oligonucleotide (J) in some instances is referred to as “NAG37,” and is an example of a GalNAc moiety. J in some instances comprises one or more phosphates or phosphorothioates linking to the oligonucleotide. J in some instances comprises one or more phosphates linking to the oligonucleotide. J in some instances comprises a phosphate linking to the oligonucleotide. J in some instances comprises one or more phosphorothioates linking to the oligonucleotide. J in some instances comprises a phosphorothioate linking to the oligonucleotide.

[00149] Provided herein are sugar moieties comprising the following structure, where J is an oligonucleotide:

[00150] The structure in this compound attached to the oligonucleotide (J) in some instances is referred to as “GluGalNAc,” and is an example of a GalNAc moiety. J in some instances comprises one or more phosphates or phosphorothioates linking to the oligonucleotide. J in some instances comprises one or more phosphates linking to the oligonucleotide. J in some instances comprises a phosphate linking to the oligonucleotide. J in some instances comprises one or more phosphorothioates linking to the oligonucleotide. J in some instances comprises a phosphorothioate linking to the oligonucleotide. [00151] Provided herein are sugar moieties comprising the following structure, where J and K are independently H, a GalNAc moiety or oligonucleotides:

[00152] The structures in these compounds in some instances are attached to the oligonucleotide (J or K) and referred to as “ademA GalNAc, ademG GalNAc, ademC GalNAc, or ademU GalNAc” depending on the base used in the nucleotide. In some instances, 2-4 GalNAc moieties are attached to the oligonucleotide. The placement of the GalNAc moieties in some instances is at the 3 or 5’ ends (J or K = H) or internal (J and K are oligonucleotides) of the oligonucleotide strand. J and K may in some instances comprises one or more phosphates or phosphorothioates linking to the oligonucleotide. J and K in some instances comprises one or more phosphates linking to the oligonucleotide. J and K in some instances comprises a phosphate linking to the oligonucleotide. J and K in some instances comprises one or more phosphorothioates linking to the oligonucleotide. J and K in some instances comprises a phosphorothioate linking to the oligonucleotide.

[00153] Provided herein are sugar moieties comprising the following structure, where R is an oligonucleotide:

[00154] The structure in this compound attached to the oligonucleotide (R) in some instances is referred to as Hl, H2, H3, H4, H5, H6, H7, or H9, and are examples of GalNAc moieties. R in some instances comprises one or more phosphates or phosphorothioates linking to the oligonucleotide. R in some instances comprises one or more phosphates linking to the oligonucleotide. R in some instances comprises a phosphate linking to the oligonucleotide. R in some instances comprises one or more phosphorothioates linking to the oligonucleotide. R in some instances comprises a phosphorothioate linking to the oligonucleotide.

[00155] Provided herein are sugar moieties comprising the following structure, where J is an oligonucleotide:

The structure in this compound attached to the oligonucleotide (J) may be referred to as “K2GalNAc,” and is an example of a GalNAc moiety. J in some instances comprises one or more phosphates or phosphorothioates linking to the oligonucleotide. J in some instances comprises one or more phosphates linking to the oligonucleotide. J in some instances comprises a phosphate linking to the oligonucleotide. J in some instances comprises one or more phosphorothioates linking to the oligonucleotide. J in some instances comprises a phosphorothioate linking to the oligonucleotide. [00156] Provided herein are sugar moieties comprising the following structure, where J is an oligonucleotide and X is S or O: . The structure in this compound attached to the oligonucleotide (J) in some instances is referred to as “ST23,” and is an example of a GalNAc moiety. J in some instances comprises one or more phosphates or phosphorothioates linking to the oligonucleotide. J in some instances comprises one or more phosphates linking to the oligonucleotide. J in some instances comprises a phosphate linking to the oligonucleotide. J in some instances comprises one or more phosphorothioates linking to the oligonucleotide. J in some instances comprises a phosphorothioate linking to the oligonucleotide.

[00157] Provided herein are sugar moieties comprising the following structure, where J is an oligonucleotide:

. The structure in this compound atached to the oligonucleotide (J) in some instances is referred to as “GalNAc23,” and is an example of a GalNAc moiety. J in some instances comprises one or more phosphates or phosphorothioates linking to the oligonucleotide. J in some instances comprises one or more phosphates linking to the oligonucleotide. J in some instances comprises a phosphate linking to the oligonucleotide. J in some instances comprises one or more phosphorothioates linking to the oligonucleotide. J in some instances comprises a phosphorothioate linking to the oligonucleotide.

[00158] Provided herein are sugar moieties comprising the following structure, where J or K comprises an oligonucleotide:

[00159] The structures in these compounds in some instances are attached to the oligonucleotide (J or K), referred to as “PyrGalNAc”, “PipGalNAc” and “TEG-GalNAc” are examples of GalNAc moieties. In some instances, 2-4 GalNAc moieties are attached oligonucleotide. The placement of the GalNAc moieties may be at the 3 ’ or 5 ’ ends (J or K = H) or internal (J and K are oligonucleotides) of the oligonucleotide strand. J and K in some instances comprises one or more phosphates or phosphorothioates linking to the oligonucleotide. J and K in some instances comprises one or more phosphates linking to the oligonucleotide. J and K in some instances comprises a phosphate linking to the oligonucleotide. J and K in some instances comprises one or more phosphorothioates linking to the oligonucleotide. J and K in some instances comprises a phosphorothioate linking to the oligonucleotide. [00160] Provided herein are sugar moieties comprising the following structure, where J is an oligonucleotide:

[00161] The structure in this compound attached to the oligonucleotide (J) in some instances is referred to as “THA,” and is an example of a GalNAc moiety. J in some instances comprises one or more phosphates or phosphorothioates linking to the oligonucleotide. J in some instances comprises one or more phosphates linking to the oligonucleotide. J in some instances comprises a phosphate linking to the oligonucleotide. J in some instances comprises one or more phosphorothioates linking to the oligonucleotide. J in some instances comprises a phosphorothioate linking to the oligonucleotide.

[00162] Provided herein are sugar moieties comprising the following structure, where Nu is an oligonucleotide:

[00163] The structure in this compound attached to the oligonucleotide (Nu) in some instances is referred to as “L-9” and is an example of a GalNAc moiety. Nu in some instances comprises one or more phosphates or phosphorothioates linking to the oligonucleotide. Nu in some instances comprises one or more phosphates linking to the oligonucleotide. Nu in some instances comprises a phosphate linking to the oligonucleotide. Nu in some instances comprises one or more phosphorothioates linking to the oligonucleotide. Nu in some instances comprises a phosphorothioate linking to the oligonucleotide. [00164] Provided herein are sugar moieties comprising the following structure, where J is an oligonucleotide:

[00165] The structure in this compound attached to the oligonucleotide (J) in some instances is referred to as “Sirius GalNAc,” and is an example of a GalNAc moiety. J in some instances comprises one or more phosphates or phosphorothioates linking to the oligonucleotide. J in some instances comprises one or more phosphates linking to the oligonucleotide. J in some instances comprises a phosphate linking to the oligonucleotide. J in some instances comprises one or more phosphorothioates linking to the oligonucleotide. J in some instances comprises a phosphorothioate linking to the oligonucleotide.

3. Modified siRNAs

[00166] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2 wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, wherein the sense strand comprises modification pattern IS: 5'-NfsnsNfnNfnNfNfNfnNfnNfnNfnNfnNfsnsn-3'. wherein “NT’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, and “s” is a phosphorothioate or phosphate. In some embodiments, the sense strand comprises modification pattern 2S: 5’-nsnsnnNfnNfNfNfnnnnnnnnnnsnsn-3’, wherein “Nf ’ is a 2 ’-fluoro -modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, and “s” is a phosphorothioate or phosphate. In some embodiments, the sense strand comprises modification pattern 3S: 5’-nsnsnnNfhNfhNfnnnnnnnnnnsnsn-3’, wherein “NT’ is a 2’-fluoro-modified nucleoside, “n” is a 2’- O-methyl modified nucleoside, and “s” is a phosphorothioate or phosphate. In some embodiments, the sense strand comprises modification pattern 4S: 5'-NfsnsNfnNfnNfNfNfnNfnNfnNfnNfnNfsnsnN- moiety-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 5S: 5’-nsnsnnNfnNfNfNfnnnnnnnnnnsnsnN-moiety-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. The moiety may include any moiety such as a lipid moiety. In some embodiments, the sense strand comprises modification pattern 6S: 5’-nnnnNfNfimNfNfnnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 7S: 5’- nnnnnnNfNfNfNfimnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 8S: 5’- nnnnnNfNfNfNfimnnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 9S: 5’- nnnnnnNfiiNfNfimnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern IOS: 5’- nnnnnnnNfNfiiNfnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 1 IS: 5’- nnnnnNfnnNfimnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 12S: 5’- nnnnNfNfiiNfNfimnnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 13S: 5’- nnnnNfnnnNfNfnnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 14S: 5’- nnnnNfnnNfNfnnnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 15S: 5’- nnnnnNfNfNfNfNfnnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 16S: 5’- nnnnNfNfimNfiiNfhnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 17S: 5’- nnnnnNfNfiiNfiiNfhnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 18S: 5’- nnnnNfiiNfiiNfiiNfhnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 19S: 5’- nnnnNfiiNfirNfNfimnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 20S: 5’- nnnnnnnnNfhNfimnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 21S: 5’- nnnnNfnnNfNfnNfimnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 22S: 5’- nnnnNfnnnNfiiNfnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 23 S: 5’- nnnnnNfnNfNfnnnnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fhioro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 24S: 5’- nnnnnnNfnNfhNfnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 25 S: 5’- nnnnnNfnNfNfnNfhnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 26S: 5’- nnnnnnnnNfhnnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 27S: 5’- nnnnNfnNfhNfnnnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 28S: 5’- nnnnnNfnnNfNfnnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 29S: 5’- nnnnnNfnnNfiiNfnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 30S: 5’- nnnnNfNfhnNfnnnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 3 IS: 5’- nnnnnNfNfhNfnnnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 32S: 5’- nnnnnNfNfhNfNfimnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 33 S: 5’- nnnnnnnNfNfNfNfimnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 34S: 5’- nnnnnnNfNfNfNfNfnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 35 S: 5’- nnnnnNfiiNfNfNfNfnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 36S: 5’- nnnnnNfNfNfNfhNfnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 37S: 5’- nnnnNfnnNfNfNfNfnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 38S: 5’- nnnnNfiiNfNfNfNfimnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 39S: 5’- nnnnNfNfhNfNfiiNfnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 40S: 5’- nnnnNfNfNfNfNfnnnnnnnnnnsnsn-3 ’ , wherein “Nf’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O- methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 4 IS: 5’- nnnnNfiiNfNfdNnnnnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 42S: 5’-NfsnsNfnNfnNfnNfnNfnNfnNfiiNfiiNfsnsn-3’, wherein “Nf’ is a 2’-fluoro- modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 43S: 5’-snnnnNfNfimNfNfimnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 44S: 5’-snnnnnnNfhNfNfnnnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 45 S: 5’- snnnnnNfhNfNfnNfnnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 46S: 5’- snnnnNfnNfNfdNnnnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 47S: 5’- snnnnnNfnnNfnnnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 48S: 5’- snnnnNfNfnNfNfimnnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 49S: 5’- snnnnNfnnnNfNfimnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 50S: 5’- snnnnNfNfhNfNfiiNfnnnnnnnnsnsn-3’, wherein “Nf ’ is a 2 ’-fluoro -modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 5 IS: 5’- snnnnNfnNfnNfNfhnnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 52S: 5’- snnnnnNfNfnNfiiNfhnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 53 S: 5’- snnnnNfnNfiiNfiiNfhnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 54S: 5’- snnnnnnNfNfNfNfimnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 55 S: 5’ - snnnnnnnnNfiiNfhnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 56S: 5’- snnnnnnnNfNfNfNfimnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 57S: 5’- snnnnNfnnNfNfnnnnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 58S: 5’ - snnnnnNfhNfNfimnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 59S: 5’- snnnnNfiiNfiiNfimnnnnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 60S: 5’- snnnnnNfimNfNfnnnnnnnnnsnsn- 3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’- O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 6 IS: 5’- snnnNmnNfNfNfNfnnnNmnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, "Nm" is a 2’-O-methoxyethyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 62S: 5’- snnnNmnNfNfNfNfnnNmnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, "Nm" is a 2’-O-methoxyethyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 63 S: 5’- snnnNmnNfNfNfNfnnnnNmnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, "Nm" is a 2’-O-methoxyethyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 64S: 5’- snnnnNmNfNfNfNfnnnNmnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, "Nm" is a 2’-O-methoxyethyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 65S: 5’- snnnnNmNfNfNfNfnnNmnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, "Nm" is a 2’-O-methoxyethyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 66S: 5’- snnnnNmNfNfNfNfnnnnNmnnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, "Nm" is a 2’-O-methoxyethyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 67S: 5’- snnnNmnNfNfNfNfnNmnnnnnnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, "Nm" is a 2’-O-methoxyethyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the sense strand comprises modification pattern 68S: 5’- snnnNmnNfNfNfNfnnnnnNmnnnnsnsn-3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, "Nm" is a 2’-O-methoxyethyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the “Nm” is a 2’-O-methoxyethyl modified thymine.

[00167] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2 wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, wherein the antisense strand comprises modification pattern IAS: 5’-nsNfsnNfiiNfiiNfiiNfnnnNfnNfiiNfnsnsn-3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, and “s” is a phosphorothioate or phosphate linkage. In some embodiments, the antisense strand comprises modification pattern 2AS: 5’-nsNfsnnnNfiiNfNfimnnNfhNfnnnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’- O-methyl modified nucleoside, and “s” is a phosphorothioate or phosphate linkage. In some embodiments, the antisense strand comprises modification pattern 3 AS: 5’-nsNfsnnnNfnnnnnnnNfiiNfnnnsnsn-3’, wherein “Nf ’ is a 2’-fhioro-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, and “s” is a phosphorothioate or phosphate linkage. In some embodiments, the antisense strand comprises modification pattern 4AS: 5’-nsNfsnNfiiNfnnnnnnnNfhNfimnsnsn-3’, wherein “Nf ’ is a 2’-fluoro- modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, and “s” is a phosphorothioate or phosphate linkage. In some embodiments, the antisense strand comprises modification pattern 5 AS: 5’-nsNfsnNfiiNfiiNfiiNfnNfnNfhNfnNfnsnsn-3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, and “s” is a phosphorothioate or phosphate linkage. In some embodiments, the antisense strand comprises modification pattern 6AS:

5’-nNfiiNfiiNfhNfnNfiiNfiiNfiiNfnNfimn-3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “n” is a 2’- O-methyl modified nucleoside, and “s” is a phosphorothioate or phosphate linkage. In some embodiments, the antisense strand comprises modification pattern 7AS: 5 ’ -nsNfsnNfhNfiiNfnNfiiNfnNfiiNfiiNfiisnsn - 3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’- O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the antisense strand comprises modification pattern 8AS: 5’- nsnsnNfiiNfiiNfiiNfiiNfiiNfiiNfhNfhsnsn -3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the antisense strand comprises modification pattern 9AS: 5’-nsNfsnnnNfhNfimnnnNfiiNfnnnsnsn -3’, wherein “Nf’ is a 2’- fhioro -modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the antisense strand comprises modification pattern 10AS: 5’- nsNfsnnnNfiiNfnNfnNfiiNfiiNfiiNfnsnsn -3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the antisense strand comprises modification pattern 1 IAS: 5’-nsNfsnNfimNfhNfnnnnNfhNfnNfnsnsn -3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the antisense strand comprises modification pattern 12AS: 5’- nsNfsnNfnnNfnnNfnNfiiNfiiNfiiNfnsnsn -3’, wherein “Nf’ is a 2’-fhioro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the antisense strand comprises modification pattern 13AS: 5’-nsNfsnNfimNfimNfnNfiiNfimnnnsnsn -3’, wherein “Nf’ is a 2’- fluoro -modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the antisense strand comprises modification pattern 14AS: 5’- nsNfsnnnNfhNfnNfnNfiiNfiiNfimnsnsn -3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the antisense strand comprises modification pattern 15AS: 5’-nsNfsnnnNfiiNfiiNfiiNfnNfnnnnnsnsn -3’, wherein “Nf’ is a 2’- fluoro -modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the antisense strand comprises modification pattern 16AS: 5’- nsNfsnNfnnNfnnnnNfnNfiiNfnNfiisnsn -3’, wherein “Nf ’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. In some embodiments, the antisense strand comprises modification pattern 17AS: 5’-nsNfsnnNfiiNfiiNfnnnnNfiiNfnNfnsnsn -3’, wherein “Nf’ is a 2’-fluoro-modified nucleoside, “dN” is a 2’ deoxy-modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “s” is a phosphorothioate or phosphate linkage, and N comprises one or more nucleosides. [00168] In some embodiments, the sense strand comprises pattern ISand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, I 3AS. 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 2Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS. 14AS, 15 AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 3 Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS. 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 4Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS. WAS, 15AS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern 5 Sand the antisense pattern comprises pattern IAS, 2AS, 3 AS, 4AS, 5 AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS. 14AS, 15AS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern 6Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, 15AS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern 7Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, 15AS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern 8Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, 15AS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern 9Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, 15AS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern lOSand the antisense pattern comprises pattern IAS, 2AS, 3 AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern 11 Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern 12Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern BSand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern 14Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern BSand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern 16Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern WSand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern BSand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern WSand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern 20Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern 21 Sand the antisense pattern comprises pattern IAS, 2AS, 3 AS, 4AS, 5 AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or WAS. In some embodiments, the sense strand comprises pattern 22Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, 13AS, 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 23 Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, I 3AS. 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 24Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, I 3AS. 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 25Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, I 3AS. 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 26Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS. 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 27Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS. 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 28Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 29Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 30Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 31 Sand the antisense pattern comprises pattern IAS, 2AS, 3 AS, 4AS, 5 AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 32Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 33Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 34Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 35Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 36Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 37Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 38Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 39Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 40Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, 13AS, WAS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises patern 41Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS. HAS. 15AS, 16AS, or I 7AS. In some embodiments, the sense strand comprises patern 42Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS. 14AS, 15AS, 16AS, or I 7AS. In some embodiments, the sense strand comprises patern 43 Sand the antisense patern comprises patern IAS, 2AS, 3 AS, 4AS, 5 AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS, 14AS, 15AS, 16AS, or I 7AS. In some embodiments, the sense strand comprises patern 44Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS, 14AS, 15AS, 16AS, or I 7AS. In some embodiments, the sense strand comprises patern 45 Sand the antisense patern comprises patern IAS, 2AS, 3 AS, 4AS, 5 AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS, 14AS, 15AS, 16AS, or I 7AS. In some embodiments, the sense strand comprises patern 46Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, HAS, 14AS, HAS, 16AS, or WAS. In some embodiments, the sense strand comprises patern 47Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, HAS, 14AS, HAS, 16AS, or WAS. In some embodiments, the sense strand comprises patern 48Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, HAS, 14AS, HAS, 16AS, or WAS. In some embodiments, the sense strand comprises patern 49Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, HAS, 14AS, HAS, 16AS, or WAS. In some embodiments, the sense strand comprises patern 50Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS, 14AS, HAS, 16AS, or WAS. In some embodiments, the sense strand comprises patern 5 ISand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS, 14AS, HAS, 16AS, or WAS. In some embodiments, the sense strand comprises patern 52Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS, 14AS, HAS, 16AS, or WAS. In some embodiments, the sense strand comprises patern 53Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS, 14AS, HAS, 16AS, or WAS. In some embodiments, the sense strand comprises patern 54Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS, 14AS, HAS, 16AS, or WAS. In some embodiments, the sense strand comprises patern 55Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS, 14AS, HAS, 16AS, or WAS. In some embodiments, the sense strand comprises patern 56Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS, 14AS, HAS, 16AS, or WAS. In some embodiments, the sense strand comprises patern 57Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS, 14AS, HAS, 16AS, or WAS. In some embodiments, the sense strand comprises patern 58Sand the antisense patern comprises patern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, 13AS, 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 59Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, I 3AS. 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 60Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, I 3AS. 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 61 Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, I 3AS. 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 62Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS. 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 63Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, HAS. 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 64Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 65Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, 1 IAS, 12AS, BAS, 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 66Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 67Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, 14AS, 15AS, 16AS, or 17AS. In some embodiments, the sense strand comprises pattern 68Sand the antisense pattern comprises pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, BAS, 14AS, BAS, 16AS, or 17AS.

[00169] In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS,

1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S,

31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S,

5 IS, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern IAS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 2AS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 3AS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 11 S, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53 S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 4AS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 5AS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 6AS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 7AS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 8AS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 9AS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 10AS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 1 IAS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 12AS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 5 IS, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 13AS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern MAS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 15AS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 16AS. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S, and the antisense strand comprises pattern 17AS.

[00170] In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 5 IS, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S. In some embodiments, the sense strand comprises pattern IS, 2S, 3S, 4S, or 5 S. In some embodiments, the antisense strand comprises modification pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, 1 IAS, 12AS, BAS, WAS, 15AS, 16AS, or WAS. In some embodiments, the sense strand comprises modification pattern IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, 10AS, HAS, 12AS, BAS, WAS, 15AS, 16AS, or WAS. In some embodiments, the antisense strand comprises modification pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, IOS, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 51S, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, or 68S. In some embodiments, the sense strand or the antisense strand comprises modification pattern ASO1.

[00171] In some embodiments, purines of the sense strand comprise 2’ -fluoro modified purines. In some embodiments, purines of the sense strand comprise 2’-O-methyl modified purines. In some embodiments, purines of the sense strand comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified purines. In some embodiments, all purines of the sense strand comprise 2’-fluoro modified purines. In some embodiments, all purines of the sense strand comprise 2’-O-methyl modified purines. In some embodiments, all purines of the sense strand comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified purines.

[00172] In some embodiments, pyrimidines of the sense strand comprise 2’-fluoro modified pyrimidines. In some embodiments, pyrimidines of the sense strand comprise 2’-O-methyl modified pyrimidines. In some embodiments, pyrimidines of the sense strand comprise a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines. In some embodiments, all pyrimidines of the sense strand comprise 2 ’-fluoro modified pyrimidines. In some embodiments, all pyrimidines of the sense strand comprise 2’-O-methyl modified pyrimidines. In some embodiments, all pyrimidines of the sense strand comprise a mixture of 2’- fluoro and 2’-O-methyl modified pyrimidines.

[00173] In some embodiments, purines of the sense strand comprise 2’-fluoro modified purines, and pyrimidines of the sense strand comprise a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines. In some embodiments, purines of the sense strand comprise 2’-O-methyl modified purines, and pyrimidines of the sense strand comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified pyrimidines. In some embodiments, purines of the sense strand comprise 2’ -fluoro modified purines, and pyrimidines of the sense strand comprise 2’-O-methyl modified pyrimidines. In some embodiments, purines of the sense strand comprise 2’-O-methyl modified purines, and pyrimidines of the sense strand comprise 2’-fluoro modified pyrimidines. In some embodiments, pyrimidines of the sense strand comprise 2 ’-fluoro modified pyrimidines, and purines of the sense strand comprise a mixture of 2’-fluoro and 2’-O-methyl modified purines. In some embodiments, pyrimidines of the sense strand comprise 2’-O-methyl modified pyrimidines, and purines of the sense strand comprise a mixture of 2’-fluoro and 2’-O-methyl modified purines. In some embodiments, pyrimidines of the sense strand comprise 2 ’-fluoro modified pyrimidines, and purines of the sense strand comprise 2’-O-methyl modified purines. In some embodiments, pyrimidines of the sense strand comprise 2’-O-methyl modified pyrimidines, and purines of the sense strand comprise 2’ -fluoro modified purines.

[00174] In some embodiments, all purines of the sense strand comprise 2’-fluoro modified purines, and all pyrimidines of the sense strand comprise a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines. In some embodiments, all purines of the sense strand comprise 2’-O-methyl modified purines, and all pyrimidines of the sense strand comprise a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines. In some embodiments, all purines of the sense strand comprise 2 ’-fluoro modified purines, and all pyrimidines of the sense strand comprise 2’-O-methyl modified pyrimidines. In some embodiments, all purines of the sense strand comprise 2’-O-methyl modified purines, and all pyrimidines of the sense strand comprise 2’-fluoro modified pyrimidines. In some embodiments, all pyrimidines of the sense strand comprise 2’-fluoro modified pyrimidines, and all purines of the sense strand comprise a mixture of 2’- fluoro and 2’-O-methyl modified purines. In some embodiments, all pyrimidines of the sense strand comprise 2’-O-methyl modified pyrimidines, and all purines of the sense strand comprise a mixture of 2’- fluoro and 2’-O-methyl modified purines. In some embodiments, all pyrimidines of the sense strand comprise 2’-fluoro modified pyrimidines, and all purines of the sense strand comprise 2’-O-methyl modified purines. In some embodiments, all pyrimidines of the sense strand comprise 2’-O-methyl modified pyrimidines, and all purines of the sense strand comprise 2 ’-fluoro modified purines.

[00175] In some embodiments, purines of the antisense strand comprise 2’-fluoro modified purines. In some embodiments, purines of the antisense strand comprise 2’-O-methyl modified purines. In some embodiments, purines of the antisense strand comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified purines. In some embodiments, all purines of the antisense strand comprise 2 ’-fluoro modified purines. In some embodiments, all purines of the antisense strand comprise 2’-O-methyl modified purines. In some embodiments, all purines of the antisense strand comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified purines.

[00176] In some embodiments, pyrimidines of the antisense strand comprise 2 ’-fluoro modified pyrimidines. In some embodiments, pyrimidines of the antisense strand comprise 2’-O-methyl modified pyrimidines. In some embodiments, pyrimidines of the antisense strand comprise a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines. In some embodiments, all pyrimidines of the antisense strand comprise 2’-fluoro modified pyrimidines. In some embodiments, all pyrimidines of the antisense strand comprise 2’-O-methyl modified pyrimidines. In some embodiments, all pyrimidines of the antisense strand comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified pyrimidines.

[00177] In some embodiments, purines of the antisense strand comprise 2’-fluoro modified purines, and pyrimidines of the antisense strand comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified pyrimidines. In some embodiments, purines of the antisense strand comprise 2’-O-methyl modified purines, and pyrimidines of the antisense strand comprise a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines. In some embodiments, purines of the antisense strand comprise 2’-fluoro modified purines, and pyrimidines of the antisense strand comprise 2’-O-methyl modified pyrimidines. In some embodiments, purines of the antisense strand comprise 2’-O-methyl modified purines, and pyrimidines of the antisense strand comprise 2’-fluoro modified pyrimidines. In some embodiments, pyrimidines of the antisense strand comprise 2 ’-fluoro modified pyrimidines, and purines of the antisense strand comprise a mixture of 2’-fluoro and 2’-O-methyl modified purines. In some embodiments, pyrimidines of the antisense strand comprise 2’-O-methyl modified pyrimidines, and purines of the antisense strand comprise a mixture of 2’-fluoro and 2’-O-methyl modified purines. In some embodiments, pyrimidines of the antisense strand comprise 2’-fluoro modified pyrimidines, and purines of the antisense strand comprise 2’- O-methyl modified purines. In some embodiments, pyrimidines of the antisense strand comprise 2’-O- methyl modified pyrimidines, and purines of the antisense strand comprise 2’-fluoro modified purines. [00178] In some embodiments, all purines of the antisense strand comprise 2’-fluoro modified purines, and all pyrimidines of the antisense strand comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified pyrimidines. In some embodiments, all purines of the antisense strand comprise 2’-O-methyl modified purines, and all pyrimidines of the antisense strand comprise a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines. In some embodiments, all purines of the antisense strand comprise 2 ’-fluoro modified purines, and all pyrimidines of the antisense strand comprise 2’-O-methyl modified pyrimidines. In some embodiments, all purines of the antisense strand comprise 2’-O-methyl modified purines, and all pyrimidines of the antisense strand comprise 2 ’-fluoro modified pyrimidines. In some embodiments, all pyrimidines of the antisense strand comprise 2 ’-fluoro modified pyrimidines, and all purines of the antisense strand comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified purines. In some embodiments, all pyrimidines of the antisense strand comprise 2’-O-methyl modified pyrimidines, and all purines of the antisense strand comprise a mixture of 2’-fluoro and 2’-O-methyl modified purines. In some embodiments, all pyrimidines of the antisense strand comprise 2’-fluoro modified pyrimidines, and all purines of the antisense strand comprise 2’-O-methyl modified purines. In some embodiments, all pyrimidines of the antisense strand comprise 2’-O-methyl modified pyrimidines, and all purines of the antisense strand comprise 2 ’-fluoro modified purines.

[00179] Disclosed herein, in some embodiments, are modified oligonucleotides. The modified oligonucleotide may be an siRNA that includes modifications to the ribose rings, and phosphate linkages. The modifications may be in particular patterns that maximize cell delivery, stability, and efficiency. The siRNA may also include a vinyl phosphonate and a hydrophobic group. These modifications may aid in delivery to a cell or tissue within a subject. The modified oligonucleotide may be used in a method such as a treatment method or a method of reducing gene expression.

[00180] In some embodiments, the siRNA comprises a sense strand, an antisense strand, and a lipid moiety connected to an end of the sense or antisense strand; wherein the lipid moiety comprises a phenyl or cyclohexanyl linker, wherein the linker is connected to a lipid and to the end of the sense or antisense strand. In some embodiments, any one of the following is true with regard to the sense strand: (a) all purines comprise fluoro modified purines and all pyrimidines comprise (i) a mixture of 2’-O-methyl and 2’-O-methoxyethyl modified pyrimidines; or (ii) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O- methoxyethyl modified pyrimidines; (b) all purines comprise 2'-O-methyl modified purines and all pyrimidines comprise (i) all pyrimidines of the sense strand comprise a mixture of 2 ’-fluoro and 2’-O- methoxyethyl modified pyrimidines; or (ii) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified pyrimidines; (c) all purines comprise 2'-O-methoxyethyl modified purines and all pyrimidines comprise (i) a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines; or (ii) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified pyrimidines; (d) all purines comprise a mixture of 2’- fluoro and 2'-O-methyl modified purines and all pyrimidines comprise (i) 2’-O-methoxyethyl modified pyrimidines; (ii) a mixture of 2’-O-methyl and 2’-O-methoxyethyl modified pyrimidines; (iii) a mixture of 2’-fluoro and 2’-O-methoxyethyl modified pyrimidines; or (iv) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified pyrimidines; (e) all purines comprise a mixture of 2’-fluoro and 2'-O- methoxyethyl modified purines and all pyrimidines of the sense strand comprise (i) 2’-O-methyl modified pyrimidines; (ii) a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines; (iii) a mixture of 2’-O- methyl and 2’-O-methoxyethyl modified pyrimidines; or (iv) a mixture of 2’-fluoro, 2’-O-methyl, and 2’- O-methoxyethyl modified pyrimidines; (f) all purines comprise a mixture of 2'-O-methyl and 2'-O- methoxyethyl modified purines and all pyrimidines comprise (i) 2’-fluoro modified pyrimidines; (ii) a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines; (iii) a mixture of 2’-fluoro and 2’-O- methoxyethyl modified pyrimidines; or (iv) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified pyrimidines; or (g) all purines comprise a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O- methoxyethyl modified purines and all pyrimidines comprise (i) 2’-fluoro modified pyrimidines; (ii) 2’-O- methyl modified pyrimidines; (iii) 2’-O-methoxyethyl modified pyrimidines; (iv) a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines; (v) a mixture of 2’-O-methyl and 2’-O-methoxyethyl modified pyrimidines; (vi) a mixture of 2’-fluoro and 2’-O-methoxyethyl modified pyrimidines; or (vii) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified pyrimidines. In some embodiments, any one of the following is true with regard to the antisense strand: all purines comprise 2’-fluoro modified purines, and all pyrimidines comprise a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines; all purines comprise 2’-O-methyl modified purines, and all pyrimidines comprise a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines; all purines comprise 2’-O-methyl modified purines, and all pyrimidines comprise 2’ -fluoro modified pyrimidines; all pyrimidines comprise 2’ -fluoro modified pyrimidines, and all purines comprise a mixture of 2’-fluoro and 2’-O-methyl modified purines; all pyrimidines comprise 2’-O-methyl modified pyrimidines, and all purines comprise a mixture of 2 ’-fluoro and 2’-O-methyl modified purines; or all pyrimidines comprise 2’-O-methyl modified pyrimidines, and all purines comprise 2’-fluoro modified purines. In some embodiments, the siRNA comprises comprising a sense strand and an antisense strand; wherein the antisense strand comprises a 5’ end comprising a vinyl phosphonate and 2 phosphorothioate linkages, and a 3’ end comprising 2 phosphorothioate linkages; wherein the sense strand comprises (a) all purines comprise fluoro modified purines and all pyrimidines comprise (i) a mixture of 2’-O-methyl and 2’-O-methoxyethyl modified pyrimidines; or (ii) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified pyrimidines; (b) all purines comprise 2'-O- methyl modified purines and all pyrimidines comprise (i) all pyrimidines of the sense strand comprise a mixture of 2’-fluoro and 2’-O-methoxyethyl modified pyrimidines; or (ii) a mixture of 2’-fluoro, 2’-O- methyl, and 2’-O-methoxyethyl modified pyrimidines; (c) all purines comprise 2'-O-methoxyethyl modified purines and all pyrimidines comprise (i) a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines; or (ii) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified pyrimidines; (d) all purines comprise a mixture of 2’-fluoro and 2'-O-methyl modified purines and all pyrimidines comprise (i) 2’-O-methoxyethyl modified pyrimidines; (ii) a mixture of 2’-O-methyl and 2’-O- methoxyethyl modified pyrimidines; (iii) a mixture of 2’-fluoro and 2’-O-methoxyethyl modified pyrimidines; or (iv) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified pyrimidines;

(e) all purines comprise a mixture of 2’-fluoro and 2'-O-methoxyethyl modified purines and all pyrimidines of the sense strand comprise (i) 2’-O-methyl modified pyrimidines; (ii) a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines; (iii) a mixture of 2’-O-methyl and 2’-O-methoxyethyl modified pyrimidines; or (iv) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified pyrimidines; (f) all purines comprise a mixture of 2'-O-methyl and 2'-O-methoxyethyl modified purines and all pyrimidines comprise (i) 2’-fluoro modified pyrimidines; (ii) a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines; (iii) a mixture of 2’-fluoro and 2’-O-methoxyethyl modified pyrimidines; or (iv) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified pyrimidines; or (g) all purines comprise a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified purines and all pyrimidines comprise (i) 2’-fluoro modified pyrimidines; (ii) 2’-O-methyl modified pyrimidines; (iii) 2’- O-methoxyethyl modified pyrimidines; (iv) a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines; (v) a mixture of 2’-O-methyl and 2’-O-methoxyethyl modified pyrimidines; (vi) a mixture of 2’-fluoro and 2’-O-methoxyethyl modified pyrimidines; or (vii) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O- methoxyethyl modified pyrimidines; and wherein any one of the following is true with regard to the antisense strand: all purines comprise 2’ -fluoro modified purines, and all pyrimidines comprise a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines, all purines comprise 2’-O-methyl modified purines, and all pyrimidines comprise a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines, all purines comprise 2’-O-methyl modified purines, and all pyrimidines comprise 2’-fluoro modified pyrimidines, all pyrimidines comprise 2’-fluoro modified pyrimidines, and all purines comprise a mixture of 2’-fluoro and 2’-O-methyl modified purines, all pyrimidines comprise 2’-O-methyl modified pyrimidines, and all purines comprise a mixture of 2’-fluoro and 2’-O-methyl modified purines, or all pyrimidines comprise 2’-O-methyl modified pyrimidines, and all purines comprise 2’-fluoro modified purines.

[00181] In some embodiments, any one of the following is true with regard to the sense strand: (a) all purines comprise fluoro modified purines and all pyrimidines comprise (i) a mixture of 2’-O-methyl and 2’-O-methoxyethyl modified pyrimidines; or (ii) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O- methoxyethyl modified pyrimidines; (b) all purines comprise 2'-O-methyl modified purines and all pyrimidines comprise (i) all pyrimidines of the sense strand comprise a mixture of 2 ’-fluoro and 2’-O- methoxyethyl modified pyrimidines; or (ii) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified pyrimidines; (c) all purines comprise 2'-O-methoxyethyl modified purines and all pyrimidines comprise (i) a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines; or (ii) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified pyrimidines; (d) all purines comprise a mixture of 2’- fluoro and 2'-O-methyl modified purines and all pyrimidines comprise (i) 2’-O-methoxyethyl modified pyrimidines; (ii) a mixture of 2’-O-methyl and 2’-O-methoxyethyl modified pyrimidines; (iii) a mixture of 2’-fluoro and 2’-O-methoxyethyl modified pyrimidines; or (iv) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified pyrimidines; (e) all purines comprise a mixture of 2’-fluoro and 2'-O- methoxyethyl modified purines and all pyrimidines of the sense strand comprise (i) 2’-O-methyl modified pyrimidines; (ii) a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines; (iii) a mixture of 2’-O- methyl and 2’-O-methoxyethyl modified pyrimidines; or (iv) a mixture of 2’-fluoro, 2’-O-methyl, and 2’- O-methoxyethyl modified pyrimidines; (f) all purines comprise a mixture of 2'-O-methyl and 2'-O- methoxyethyl modified purines and all pyrimidines comprise (i) 2’-fluoro modified pyrimidines; (ii) a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines; (iii) a mixture of 2’-fluoro and 2’-O- methoxyethyl modified pyrimidines; or (iv) a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O-methoxyethyl modified pyrimidines; or (g) all purines comprise a mixture of 2’-fluoro, 2’-O-methyl, and 2’-O- methoxyethyl modified purines and all pyrimidines comprise (i) 2’-fluoro modified pyrimidines; (ii) 2’-O- methyl modified pyrimidines; (iii) 2’-O-methoxyethyl modified pyrimidines; (iv) a mixture of 2’-fluoro and 2’-O-methyl modified pyrimidines; (v) a mixture of 2’-O-methyl and 2’-O-methoxyethyl modified pyrimidines; (vi) a mixture of 2’-fluoro and 2’-O-methoxyethyl modified pyrimidines; or (vii) a mixture of 2’-fluoro, 2’-0-methyl, and 2’-O-methoxyethyl modified pyrimidines. In some embodiments, a deoxy nucleoside may be included in the sense strand. In some embodiments, the sense strand includes the deoxy nucleoside. The deoxy nucleoside may be at nucleoside position 9 of the sense strand. In some embodiments, the sense strand does not include a deoxy nucleoside. The deoxy nucleoside of the sense strand may be otherwise unmodified.

[00182] In some embodiments, the oligonucleotide comprises a duplex consisting of 21 nucleotide single strands with base pairing between 19 of the base pairs. In some embodiments, the duplex comprises single-stranded 2 nucleotide overhangs are at the 3’ ends of each strand. One strand (antisense strand) is complementary to a DKK2 mRNA. Each end of the antisense strand has one to two phosphorothioate bonds. The 5’ end has an optional phosphate mimic such as a vinyl phosphonate. In some embodiments, the oligonucleotide is used to knock down a DKK2 mRNA or a target protein. In some embodiments, the sense strand has the same sequence as the DKK2 mRNA. In some embodiments, there are 1-2 phosphorothioates at the 3’ end. In some embodiments, there are 1 or no phosphorothioates at the 5’ end. In some embodiments, there is a hydrophobic conjugate of 12 to 25 carbons attached at the 5’ end via a phosphodiester bond.

[00183] In some cases, the sense strand of any of the siRNAs comprises siRNA with a particular modification pattern. In some embodiments of the modification pattern, position 9 counting from the 5’ end of the sense strand may have a 2’F modification. In some embodiments, when position 9 of the sense strand is a pyrimidine, then all purines in the sense strand have a 2’0Me modification. In some embodiments, when position 9 is the only pyrimidine between positions 5 and 11 of the sense stand, then position 9 is the only position with a 2’F modification in the sense strand. In some embodiments, when position 9 and only one other base between positions 5 and 11 of the sense strand are pyrimidines, then both of these pyrimidines are the only two positions with a 2’F modification in the sense strand. In some embodiments, when position 9 and only two other bases between positions 5 and 11 of the sense strand are pyrimidines, and those two other pyrimidines are in adjacent positions so that there would be not three 2’F modifications in a row, then any combination of 2’F modifications can be made that give three 2’F modifications in total. In some embodiments, when there are more than 2 pyrimidines between positions 5 and 11 of the sense strand, then all combinations of pyrimidines having the 2’F modification are allowed that have three to five 2’F modifications in total, provided that the sense strand does not have three 2’F modifications in a row. In some cases, the sense strand of any of the siRNAs comprises a modification pattern which conforms to any or all of these sense strand rules.

[00184] In some embodiments, when position 9 of the sense strand is a purine, then all purines in the sense strand have a 2’0Me modification. In some embodiments, when position 9 is the only purine between positions 5 and 11 of the sense stand, then position 9 is the only position with a 2’F modification in the sense strand. In some embodiments, when position 9 and only one other base between positions 5 and 11 of the sense strand are purines, then both of these purines are the only two positions with a 2’F modification in the sense strand. In some embodiments, when position 9 and only two other bases between positions 5 and 11 of the sense strand are purines, and those two other purines are in adjacent positions so that there would be not three 2’F modifications in a row, then any combination of 2’F modifications can be made that give three 2’F modifications in total. In some embodiments, when there are more than 2 purines between positions 5 and 11 of the sense strand, then all combinations of purines having the 2’F modification are allowed that have three to five 2’F modifications in total, provided that the sense strand does not have three 2’F modifications in a row. In some cases, the sense strand of any of the siRNAs comprises a modification pattern which conforms to any or all of these sense strand rules. [00185] In some cases, position 9 of the sense strand can be a 2’deoxy. In these cases, 2’F and 2’0Me modifications may occur at the other positions of the sense strand. In some cases, the sense strand of any of the siRNAs comprises a modification pattern which conforms to these sense strand rules.

[00186] In some embodiments, the sense strand comprises or consists of RNA or modified RNA nucleotides. In some embodiments, the sense strand comprises a deoxy nucleoside. The deoxy nucleoside may include a DNA nucleoside. In some embodiments, the deoxy nucleoside comprises or consists of a 2’ deoxy nucleoside. The deoxy nucleoside may be at a position within the sense strand (5’ to 3’, where the 5’ position is 1). The position within the sense strand may be or include position 2, 4, 6, 8, 9, 10, 12, 14, 16, or 18, or a combination of said positions. The position within the sense strand may be or include position 2, 4, 6, 8, 10, 12, 14, 16, or 18, or a combination of said positions. The position within the sense strand may be or include position 2, 6, 9, 10, 14, or 18, or a combination of said positions. The position within the sense strand may be or include position 2, 6, 10, 14, or 18, or a combination of said positions. The position within the sense strand may be or include position 4, 8, 9, 12, or 16, or a combination of said positions. The position within the sense strand may be or include position 4, 8, 12, or 16, or a combination of said positions. The position within the sense strand may include position 9. The position within the sense strand may be position 9. The sense strand may include 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 deoxy nucleosides. In some embodiments, the sense strand includes 1 deoxy nucleoside. The sense strand may include 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 deoxy nucleosides, or a range of deoxy nucleosides defined by any two of the aforementioned numbers of deoxy nucleosides. The sense strand may include deoxy nucleosides at all even positions. The sense strand may include deoxy nucleosides at some even positions. The sense strand may include deoxy nucleosides at every other even position. The sense strand may include 1 deoxy nucleoside. The sense strand may include at least 1 deoxy nucleoside. The sense strand may include at least 2 deoxy nucleosides. The sense strand may include at least 3 deoxy nucleosides. The sense strand may include at least 4 deoxy nucleosides. The sense strand may include at least 5 deoxy nucleosides. The sense strand may include at least 6 deoxy nucleosides. The sense strand may include at least 7 deoxy nucleosides. The sense strand may include at least 8 deoxy nucleosides. The sense strand may include at least 9 deoxy nucleosides. The sense strand may include at least 10 deoxy nucleosides. The sense strand may include no greater than 2 deoxy nucleosides. The sense strand may include no greater than 3 deoxy nucleosides. The sense strand may include no greater than 4 deoxy nucleosides. The sense strand may include no greater than 5 deoxy nucleosides. The sense strand may include no greater than 6 deoxy nucleosides. The sense strand may include no greater than 7 deoxy nucleosides. The sense strand may include no greater than 8 deoxy nucleosides. The sense strand may include no greater than 9 deoxy nucleosides. The sense strand may include no greater than 10 deoxy nucleosides.

[00187] In some embodiments, the antisense strand comprises or consists of RNA or modified RNA nucleotides. In some embodiments, the antisense strand comprises a deoxy nucleoside. The deoxy nucleoside may include a DNA nucleoside. In some embodiments, the deoxy nucleoside comprises or consists of a 2’ deoxy nucleoside. The antisense strand may include 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 deoxy nucleosides, or a range of deoxy nucleosides defined by any two of the aforementioned numbers of deoxy nucleosides.

[00188] In some embodiments in which a deoxy nucleoside is included in the sense strand (e.g. at the 9th nucleotide counting from 5’ end), nucleosides at positions 1-8 include a mixture of 2’-fluoro and 2’-O- methyl modified nucleosides. In some embodiments in which a deoxy nucleoside is included in the sense strand, purines at positions 1-8 include a mixture of 2 ’-fluoro and 2’-O-methyl modified nucleosides. In some embodiments in which a deoxy nucleoside is included in the sense strand, pyrimidines at positions 1-8 include a mixture of 2 ’-fluoro and 2’-O-methyl modified nucleosides. In some embodiments in which a deoxy nucleoside is included in the sense strand, nucleosides at positions 1-8 all include 2’-O-methyl modified nucleosides. In some embodiments in which a deoxy nucleoside is included in the sense strand, purines at positions 1-8 all include 2’-O-methyl modified nucleosides. In some embodiments in which a deoxy nucleoside is included in the sense strand, pyrimidines at positions 1-8 all include 2’-O-methyl modified nucleosides. In some embodiments in which a deoxy nucleoside is included in the sense strand, purines at positions 1-8 include a mixture of 2 ’-fluoro and 2’-O-methyl modified nucleosides, and pyrimidines at positions 1-8 all include 2’-O-methyl modified nucleosides. In some embodiments in which a deoxy nucleoside is included in the sense strand, pyrimidines at positions 1-8 include a mixture of 2’-fluoro and 2’-O-methyl modified nucleosides, and purines at positions 1-8 all include 2’-O-methyl modified nucleosides.

[00189] Disclosed herein, in some embodiments are compositions comprising an oligonucleotide that targets DKK2 and when administered to a cell decreases expression of DKK2, wherein the oligonucleotide comprises a small interfering RNA (siRNA) comprising a sense strand and an antisense strand, wherein the sense strand comprises a sense strand sequence described herein in which at least one intemucleoside linkage is modified and at least one nucleoside is modified, or an sense strand sequence comprising 1 or 2 nucleoside substitutions, additions, or deletions of the oligonucleotide sequence in which at least one intemucleoside linkage is modified and at least one nucleoside is modified, and wherein the antisense strand comprises an antisense strand sequence described herein in which at least one intemucleoside linkage is modified and at least one nucleoside is modified, or an oligonucleotide sequence comprising 1 or 2 nucleoside substitutions, additions, or deletions of the antisense strand sequence in which at least one intemucleoside linkage is modified and at least one nucleoside is modified. Some embodiments relate to methods that include administering the composition to a subject.

[00190] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence in Table 4. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence in Table 4. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 4, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 4, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence in Table 4. The sense strand or antisense strand sequence may include the first 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand or antisense strand sequence may include the first 19 nucleotides of any of the aforementioned sequences. The sense strand or antisense strand sequence may include the last 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand or antisense strand may comprise an overhang. The sense strand or antisense strand may comprise any modifications described herein (e.g. a different set of modifications or modification pattern than in Table 4). The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety.

[00191] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence in Table 5. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence in Table 5. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 5, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 5, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence in Table 5. The sense strand or antisense strand sequence may include the first 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand or antisense strand sequence may include the first 19 nucleotides of any of the aforementioned sequences. The sense strand or antisense strand sequence may include the last 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand or antisense strand may comprise an overhang. The sense strand or antisense strand may comprise any modifications described herein (e.g. a different set of modifications or modification pattern than in Table 5). The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety.

[00192] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence in Table 6. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence in Table 6. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 6, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 6, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence in Table 6. The sense strand or antisense strand sequence may include the first 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand or antisense strand sequence may include the first 19 nucleotides of any of the aforementioned sequences. The sense strand or antisense strand sequence may include the last 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16,

17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand or antisense strand may comprise an overhang. The sense strand or antisense strand may comprise any modifications described herein (e.g. a different set of modifications or modification pattern than in Table 6). The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety.

[00193] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence in Table 13A. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence in Table 13A. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 13A, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 13A, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence in Table 13A. The sense strand or antisense strand sequence may include the first 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17,

18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand or antisense strand sequence may include the first 19 nucleotides of any of the aforementioned sequences. The sense strand or antisense strand sequence may include the last 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand or antisense strand may comprise an overhang. The sense strand or antisense strand may comprise any modifications described herein (e.g. a different set of modifications or modification pattern than in Table 13A). The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety.

[00194] In some embodiments, the siRNA comprises a sense strand or antisense strand having a sequence in accordance with the sense strand or antisense strand sequence in Table 17. In some embodiments, the sense strand or antisense strand comprises a sequence at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, or at least 95% identical, to a sense strand or antisense strand sequence in Table 17. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 17, or a sequence thereof having 3 or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense strand comprises a sequence of a sense or antisense strand in Table 17, or a sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand or antisense sequence comprises or consists of a sequence 100% identical to a sense strand or antisense strand sequence in Table 17. The sense strand or antisense strand sequence may include the first 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand or antisense strand sequence may include the first 19 nucleotides of any of the aforementioned sequences. The sense strand or antisense strand sequence may include the last 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand or antisense strand may comprise an overhang. The sense strand or antisense strand may comprise any modifications described herein (e.g. a different set of modifications or modification pattern than in Table 17). The sense strand or antisense strand may comprise a lipid moiety or a GalNAc moiety.

[00195] In some embodiments, the siRNA comprises a sense strand having a sequence in accordance with any of SEQ ID Nos: 7666-7717. In some embodiments, the sense strand sequence comprises or consists of sequence at least 75% identical to any one of SEQ ID Nos: 7666-7717, at least 80% identical to any one of SEQ ID Nos: 7666-7717, at least 85% identical to of any one of SEQ ID Nos: 7666-7717, at least 90% identical to any one of SEQ ID Nos: 7666-7717, or at least 95% identical to any one of SEQ ID Nos: 7666-7717. In some embodiments, the sense strand sequence comprises or consists of the sequence of any one of SEQ ID Nos: 7666-7717, or a sense strand sequence thereof having 1, 2, 3, or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand sequence comprises or consists of the sequence of any one of SEQ ID Nos: 1-3636, or a sense strand sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the sense strand sequence comprises or consists of a sequence 100% identical to SEQ ID Nos: 7666-7717. The sense strand sequence may include the first 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand sequence may include the last 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The sense strand may comprise a modification pattern described herein. The sense strand may comprise an overhang. The sense strand may comprise a lipid moiety. The sense strand may comprise a GalNAc moiety.

[00196] In some embodiments, the siRNA comprises an antisense strand having a sequence in accordance with any of SEQ ID Nos: 7718-7769. In some embodiments, the antisense strand sequence comprises or consists of sequence at least 75% identical to any one of SEQ ID Nos: 7718-7769, at least 80% identical to any one of SEQ ID Nos: 7718-7769, at least 85% identical to of any one of SEQ ID Nos: 7718-7769, at least 90% identical to any one of SEQ ID Nos: 7718-7769, or at least 95% identical to any one of SEQ ID Nos: 7718-7769. In some embodiments, the antisense strand sequence comprises or consists of the sequence of any one of SEQ ID Nos: 7718-7769, or an antisense strand sequence thereof having 1, 2, 3, or 4 nucleoside substitutions, additions, or deletions. In some embodiments, the antisense strand sequence comprises or consists of the sequence of any one of SEQ ID Nos: 7718-7769, or an antisense strand sequence thereof having 1 or 2 nucleoside substitutions, additions, or deletions. In some embodiments, the antisense strand sequence comprises or consists of a sequence 100% identical to SEQ ID Nos: 7718-7769. The antisense strand sequence may include the first 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The antisense strand sequence may include the last 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, or 19 nucleotides (in the 5’ to 3’ direction) of any of the aforementioned sequences. The antisense strand may comprise an overhang. The antisense strand may comprise a modification pattern described herein. The antisense strand may comprise a lipid moiety or a GalNAc moiety.

4. ASO modification patterns

[00197] In some embodiments, the composition comprises an oligonucleotide that inhibits the expression of DKK2, wherein the oligonucleotide comprises an antisense oligonucleotide (ASO). In some embodiments, the ASO comprises modification pattern ASO1: 5’-nsnsnsnsnsdNsdNsdNsdNsdNsdNsdNsdNsdNsdNsnsnsnsnsn-3’, wherein “dN” is any deoxynucleotide, “n” is a 2’-O-methyl or 2 ’-O-methoxyethyl -modified nucleoside, and “s” is a phosphorothioate or phosphate linkage. In some embodiments, the ASO comprises modification pattern IS, 2S, 3S, 4S, 5S, 6S, 7S, 8S, 9S, 10S, 1 IS, 12S, 13S, 14S, 15S, 16S, 17S, 18S, 19S, 20S, 21S, 22S, 23S, 24S, 25S, 26S, 27S, 28S, 29S, 30S, 31S, 32S, 33S, 34S, 35S, 36S, 37S, 38S, 39S, 40S, 41S, 42S, 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 5 IS, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, IAS, 2AS, 3AS, 4AS, 5AS, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, I 3AS. 14AS, 15AS, 16AS, or 17AS.

D. Formulations

[00198] In some embodiments, the composition is a pharmaceutical composition. In some embodiments, the composition is sterile. In some embodiments, the composition further comprises a pharmaceutically acceptable carrier.

[00199] In some embodiments, the pharmaceutically acceptable carrier comprises water. In some embodiments, the pharmaceutically acceptable carrier comprises a buffer. In some embodiments, the pharmaceutically acceptable carrier comprises a saline solution. In some embodiments, the pharmaceutically acceptable carrier comprises a cream. In some embodiments, the pharmaceutically acceptable carrier comprises a gel. In some embodiments, the pharmaceutically acceptable carrier comprises water, a buffer, a saline solution, a cream, or a gel. In some embodiments, the pharmaceutically acceptable carrier comprises contains a permeation enhancer. In some embodiments, the formulation contains pharmaceutically acceptable counterions to the oligonucleotides. In some embodiments, the pharmaceutically acceptable counterions increase membrane affinity. In some embodiments, the composition comprises a liposome. In some embodiments, the pharmaceutically acceptable carrier comprises liposomes, lipids, nanoparticles, proteins, protein-antibody complexes, peptides, cellulose, nanogel, or a combination thereof. In some embodiments, the composition is formulated for topical administration.

E. Kits [00200] Described herein, in some embodiments, are kits. The kit may include an oligonucleotide such as an siRNA described herein. The oligonucleotide may be conjugated to a lipid moiety or to a sugar moiety. The kit may include a lipid moiety. The kit may include a sugar moiety. The oligonucleotide may comprise nucleoside modifications or modified intemucleoside linkages. The oligonucleotide may include any modifications described herein, such as modifications from a base sequence. The kit may include a delivery reagent such as a needle. The kit may include instructions for use, such as methods for use in a method described herein.

II. METHODS AND USES

[00201] Disclosed herein, in some embodiments, are methods of administering a composition described herein to a subject. Some embodiments relate to use a composition described herein, such as administering the composition to a subject.

[00202] Some embodiments relate to a method of treating a disorder in a subject in need thereof. Some embodiments relate to use of a composition described herein in the method of treatment. Some embodiments include administering a composition described herein to a subject with the disorder. In some embodiments, the administration treats the disorder in the subject. In some embodiments, the composition treats the disorder in the subject.

[00203] In some embodiments, the treatment comprises prevention, inhibition, or reversion of the disorder in the subject. Some embodiments relate to use of a composition described herein in the method of preventing, inhibiting, or reversing the disorder. Some embodiments relate to a method of preventing, inhibiting, or reversing a disorder a disorder in a subject in need thereof. Some embodiments include administering a composition described herein to a subject with the disorder. In some embodiments, the administration prevents, inhibits, or reverses the disorder in the subject. In some embodiments, the composition prevents, inhibits, or reverses the disorder in the subject.

[00204] Some embodiments relate to a method of preventing a disorder a disorder in a subject in need thereof. Some embodiments relate to use of a composition described herein in the method of preventing the disorder. Some embodiments include administering a composition described herein to a subject with the disorder. In some embodiments, the administration prevents the disorder in the subject. In some embodiments, the composition prevents the disorder in the subject.

[00205] Some embodiments relate to a method of inhibiting a disorder a disorder in a subject in need thereof. Some embodiments relate to use of a composition described herein in the method of inhibiting the disorder. Some embodiments include administering a composition described herein to a subject with the disorder. In some embodiments, the administration inhibits the disorder in the subject. In some embodiments, the composition inhibits the disorder in the subject.

[00206] Some embodiments relate to a method of reversing a disorder a disorder in a subject in need thereof. Some embodiments relate to use of a composition described herein in the method of reversing the disorder. Some embodiments include administering a composition described herein to a subject with the disorder. In some embodiments, the administration reverses the disorder in the subject. In some embodiments, the composition reverses the disorder in the subject. [00207] The administration may be topical. For example, a composition or formulation described herein may be administered to a scalp. The topical administration may include rubbing, brushing, swabbing, dabbing, or wiping. The administration may be on a skin area of the subject. The skin area may include hair. The skin area may include hair loss. The skin area may be at risk of hair loss. The skin area may include an area of the head. The skin area may include a scalp. The skin area may include a scalp region. The skin area may include a temporal region. The skin area may include a neck region.

A. Disorders

[00208] Some embodiments of the methods described herein include treating a disorder in a subject in need thereof. In some embodiments, the disorder includes hair loss. In some embodiments, the disorder is hair loss. Non-limiting examples of hair loss include androgenetic alopecia (male pattern baldness), alopecia areata, and non-scarring hair loss. In some embodiments, the disorder includes hair discoloration or graying. In some embodiments, the hair loss comprises male pattern baldness. In some embodiments, the hair loss comprises alopecia areata. In some embodiments, the hair loss comprises scarring hair loss. In some embodiments, the hair loss comprises non-scarring hair loss.

B. Subjects

[00209] Some embodiments of the methods described herein include treatment of a subject. Non-limiting examples of subjects include vertebrates, animals, mammals, dogs, cats, cattle, rodents, mice, rats, primates, monkeys, and humans. In some embodiments, the subject is a vertebrate. In some embodiments, the subject is an animal. In some embodiments, the subject is a mammal. In some embodiments, the subject is a dog. In some embodiments, the subject is a cat. In some embodiments, the subject is a cattle. In some embodiments, the subject is a mouse. In some embodiments, the subject is a rat. In some embodiments, the subject is a primate. In some embodiments, the subject is a monkey. In some embodiments, the subject is an animal, a mammal, a dog, a cat, cattle, a rodent, a mouse, a rat, a primate, or a monkey. In some embodiments, the subject is a human. In some embodiments, the subject is male. In some embodiments, the subject is female.

[00210] In some embodiments, the subject has a body mass index (BMI) of 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, or more, or a range defined by any two of the aforementioned integers. In some embodiments, the subject is overweight. In some embodiments, the subject has a BMI of 25 or more. In some embodiments, the subject has a BMI of 25-29. In some embodiments, the subject is obese. In some embodiments, the subject has a BMI of 30 or more. In some embodiments, the subject has a BMI of 30-39. In some embodiments, the subject has a BMI of 40-50. In some embodiments, the subject has a BMI of 25-50.

[00211] In some embodiments, the subject is > 90 years of age. In some embodiments, the subject is > 85 years of age. In some embodiments, the subject is > 80 years of age. In some embodiments, the subject is > 70 years of age. In some embodiments, the subject is > 60 years of age. In some embodiments, the subject is > 50 years of age. In some embodiments, the subject is > 40 years of age. In some embodiments, the subject is > 30 years of age. In some embodiments, the subject is > 20 years of age. In some embodiments, the subject is > 10 years of age. In some embodiments, the subject is > 1 years of age. In some embodiments, the subject is > 0 years of age.

[00212] In some embodiments, the subject is < 100 years of age. In some embodiments, the subject is < 90 years of age. In some embodiments, the subject is < 85 years of age. In some embodiments, the subject is < 80 years of age. In some embodiments, the subject is < 70 years of age. In some embodiments, the subject is < 60 years of age. In some embodiments, the subject is < 50 years of age. In some embodiments, the subject is < 40 years of age. In some embodiments, the subject is < 30 years of age. In some embodiments, the subject is < 20 years of age. In some embodiments, the subject is < 10 years of age. In some embodiments, the subject is < 1 years of age.

[00213] In some embodiments, the subject is between 0 and 100 years of age. In some embodiments, the subject is between 20 and 90 years of age. In some embodiments, the subject is between 30 and 80 years of age. In some embodiments, the subject is between 40 and 75 years of age. In some embodiments, the subject is between 50 and 70 years of age. In some embodiments, the subject is between 40 and 85 years of age. In some embodiments, the subject is aging. In some embodiments, the subject is an adult.

[00214] In some embodiments, the subject has a family history of hair loss. In some embodiments, the subject has hormone levels related to hair loss. In some embodiments, the subject has a thyroid disorder. In some embodiments, the subject is malnourished. In some embodiments, the subject has been subjected to environmental factors affecting hair loss. In some embodiments, the subject has subjected to physical stress. In some embodiments, the subject has subjected to emotional stress.

C. Baseline measurements

[00215] Some embodiments of the methods described herein include obtaining a baseline measurement from a subject. For example, in some embodiments, a baseline measurement is obtained from the subject prior to treating the subject. In some embodiments, the baseline measurement is a baseline hair loss measurement. In some embodiments, the baseline measurement is a baseline measurement of a symptom of hair loss. Non-limiting examples of baseline measurements include a baseline hair loss assessment score, a baseline total hair count, a baseline vellus hair count, a baseline non-vellus hair count, a baseline hair thickness measurement, a baseline hair density measurement, or a baseline number of hair follicles. The baseline measurement may include a baseline hair color measurement. The baseline measurement may include a baseline gene or protein level, a baseline DKK2 mRNA level, or a baseline DKK2 protein level.

[00216] In some embodiments, the baseline measurement is obtained non-invasively. In some embodiments, the baseline measurement is obtained directly from the subject. In some embodiments, the baseline measurement is obtained by observation, for example by observation of the subject or of the subject’s tissue. In some embodiments, the baseline measurement is obtained noninvasively using an imaging device. In some embodiments, the baseline measurement is obtained using a photograph. In some embodiments, the baseline measurement is obtained using a phototrichogram. In some embodiments, the baseline measurement is obtained using a macrophotography analysis. In some embodiments, the baseline measurement is obtained using a questionnaire. [00217] In some embodiments, the baseline measurement is obtained invasively. In some embodiments, the baseline measurement is obtained in a sample from the subject. In some embodiments, the baseline measurement is obtained in a biopsy such as a scalp biopsy. In some embodiments, the baseline measurement is obtained in one or more histological tissue sections. In some embodiments, the baseline measurement is obtained by performing an assay such as an immunoassay, a colorimetric assay, or a fluorescence assay, on the sample obtained from the subject. In some embodiments, the baseline measurement is obtained by an immunoassay, a colorimetric assay, or a fluorescence assay. In some embodiments, the baseline measurement is obtained by PCR.

[00218] In some embodiments, the baseline measurement is a baseline questionnaire result. In some embodiments, the baseline measurement is a baseline hair loss hair loss assessment score. In some embodiments, the baseline questionnaire result comprises a baseline score such as a baseline hair loss assessment score. In some embodiments, the baseline questionnaire result is obtained from a questionnaire. In some embodiments, the baseline questionnaire result is obtained from multiple questionnaires. In some embodiments, the questionnaire is a Men’s Hair Growth Questionnaire (MHGQ). In some embodiments, the questionnaire is a Kingsley Alopecia Profde (KAP) questionnaire. The questionnaire may include questions about hair growth that the subject rates. Non-limiting examples of such ratings may include strongly agree, agree, neither agree nor disagree, disagree, and strongly disagree, where each rating is assigned a value. The baseline score may include a sum of each value. In some embodiments, the baseline hair loss assessment score is not based on a questionnaire. In some embodiments, the baseline hair loss assessment score is assessed by a medical practitioner. In some embodiments, the baseline hair loss assessment score includes a semi-quantitative hair visual hair score on a numerical scale such as 1-10.

[00219] In some embodiments, the baseline measurement is a baseline hair count. In some embodiments, the baseline hair count is a baseline total hair count. The baseline total hair count may include a baseline vellus hair count and a baseline non-vellus hair count. In some embodiments, the baseline hair count is a baseline vellus hair count. In some embodiments, the baseline hair count is a baseline non-vellus hair count. In some embodiments, the baseline hair count is determined in an area of skin. In some embodiments, the baseline hair count is normalized based on the area of skin. In some embodiments, the baseline hair count is assessed using photography. In some embodiments, the baseline hair count is assessed by phototrichogram. In some embodiments, the baseline hair count is assessed by a macrophotography analysis.

[00220] In some embodiments, the baseline measurement is a baseline hair thickness measurement. In some embodiments, the baseline hair thickness measurement is determined in an area of skin. In some embodiments, the baseline hair thickness measurement comprises a width of an individual hair. In some embodiments, the baseline hair thickness measurement comprises widths of multiple individual hairs. In some embodiments, the baseline hair thickness measurement comprises an average of the widths of the multiple individual hairs. In some embodiments, the baseline hair thickness measurement comprises a median of the widths of the multiple individual hairs. The baseline hair thickness measurement may include a baseline vellus hair thickness measurement. The baseline hair thickness measurement may include a baseline non-vellus hair thickness measurement. In some embodiments, the baseline hair thickness measurement is assessed using photography. In some embodiments, the baseline hair thickness measurement is assessed by phototrichogram. In some embodiments, the baseline hair thickness measurement is assessed by a macrophotography analysis.

[00221] In some embodiments, the baseline measurement is a baseline hair density measurement. In some embodiments, the baseline hair density measurement is determined in an area of skin. In some embodiments, the baseline hair density measurement comprises a number of hair in the area of skin. In some embodiments, the baseline hair density measurement comprises the number of hair in the area of skin divided by the area of skin. The baseline hair density measurement may include a baseline vellus hair density measurement. The baseline hair density measurement may include a baseline non-vellus hair density measurement. In some embodiments, the baseline hair density measurement is assessed using photography. In some embodiments, the baseline hair density measurement is assessed by phototrichogram. In some embodiments, the baseline hair density measurement is assessed by a macrophotography analysis.

[00222] In some embodiments, the baseline measurement is a baseline number of hair follicles. In some embodiments, the baseline number of hair follicles is a baseline total number of hair follicles. In some embodiments, the baseline number of hair follicles include a baseline number of terminal hair follicles. In some embodiments, the baseline number of hair follicles include a baseline number of anagen hair follicles. In some embodiments, the baseline number of hair follicles include a baseline number of telogen hair follicles. In some embodiments, the baseline number of hair follicles include a baseline number of catagen hair follicles. In some embodiments, the baseline number of hair follicles include a baseline number of miniaturized hair follicles. In some embodiments, the baseline number of hair follicles include a baseline number of vellus miniaturized hair follicles. In some embodiments, the baseline number of hair follicles include a baseline number of vellus-like miniaturized hair follicles. In some embodiments, the baseline number of hair follicles include a baseline number of indeterminate hair follicles. In some embodiments, the baseline number of hair follicles is determined in an area of skin. In some embodiments, the baseline number of hair follicles is normalized based on the area of skin. In some embodiments, the baseline number of hair follicles is assessed in a biopsy, such as a scalp biopsy. In some embodiments, the baseline number of hair follicles is assessed using photography.

[00223] In some embodiments, the baseline measurement is a baseline hair color measurement. In some embodiments, the baseline hair color measurement is determined in an area of skin. In some embodiments, the baseline hair color measurement comprises a color of an individual hair. In some embodiments, the baseline hair color measurement comprises colors of multiple individual hairs. In some embodiments, the baseline hair color measurement comprises an average of the colors of the multiple individual hairs. In some embodiments, the baseline hair color measurement comprises a median of the colors of the multiple individual hairs. The baseline hair color measurement may include a baseline measurement of how gray the hair is, or how gray the hairs are. The baseline hair color measurement may include a baseline measurement of how much color is in the hair, or how much color is in the hairs. The baseline hair color measurement may include a baseline measurement of how white the hair is, or how white the hairs are. The baseline hair color measurement may include a hair pigmentation measurement. The baseline hair color measurement may include a hair contrast measurement. The baseline hair color measurement may include a baseline vellus hair color measurement. The baseline hair color measurement may include a baseline non-vellus hair color measurement. In some embodiments, the baseline hair color measurement is assessed using photography. In some embodiments, the baseline hair color measurement is assessed by phototrichogram. In some embodiments, the baseline hair color measurement is assessed by a macrophotography analysis. The baseline hair color measurement may be a qualitative measurement. The baseline hair color measurement may be a quantitative measurement. The baseline hair color measurement may be a number, such as an amount of hair color. The baseline hair color measurement may be a rate, such as a rate of hair color loss.

[00224] In some embodiments, the baseline measurement is a baseline protein level. In some embodiments, the baseline protein level is a baseline [3-catenin protein level. In some embodiments, the baseline protein level is a baseline a-SMA protein level. In some embodiments, the baseline protein level is a baseline collagen protein level. In some embodiments, the collagen of the baseline collagen protein level is collagen I. In some embodiments, the collagen of the baseline collagen protein level is collagen III. In some embodiments, the baseline protein level is assessed in a baseline sample such as a baseline skin sample. In some embodiments, the baseline protein level is indicated as a mass or percentage of protein per sample weight. In some embodiments, the baseline protein level is indicated as a mass or percentage of protein per sample volume. In some embodiments, the baseline protein level is indicated as a mass or percentage of protein per total protein within the sample. In some embodiments, the baseline protein measurement is a baseline circulating protein measurement. In some embodiments, the baseline protein measurement is obtained by an assay such as an immunoassay, a colorimetric assay, or a fluorescence assay.

[00225] In some embodiments, the baseline measurement is a baseline mRNA level. In some embodiments, the baseline mRNA level is a baseline [3-catenin mRNA level. In some embodiments, the baseline mRNA level is a baseline a-SMA mRNA level. In some embodiments, the baseline mRNA level is a baseline collagen mRNA level. In some embodiments, the collagen of the baseline collagen mRNA level is collagen I. In some embodiments, the collagen of the baseline collagen mRNA level is collagen III. In some embodiments, the baseline mRNA level is assessed in a baseline sample such as a baseline skin sample. In some embodiments, the baseline mRNA level is indicated as a mass or percentage of mRNA per sample weight. In some embodiments, the baseline mRNA level is indicated as a mass or percentage of mRNA per sample volume. In some embodiments, the baseline mRNA level is indicated as a mass or percentage of mRNA per total mRNA within the sample. In some embodiments, the baseline mRNA level is indicated as a mass or percentage of mRNA per total nucleic acids within the sample. In some embodiments, the baseline mRNA level is indicated relative to another mRNA level, such as an mRNA level of a housekeeping gene, within the sample. In some embodiments, the baseline mRNA measurement is obtained by an assay such as a polymerase chain reaction (PCR) assay. In some embodiments, the PCR comprises quantitative PCR (qPCR). In some embodiments, the PCR comprises reverse transcription of the mRNA.

[00226] In some embodiments, the baseline measurement is a baseline DKK2 protein measurement. In some embodiments, the baseline DKK2 protein measurement comprises a baseline DKK2 protein level. In some embodiments, the baseline DKK2 protein level is assessed in a baseline sample such as a baseline skin sample or a baseline fluid sample (e.g. blood, serum, or plasma). In some embodiments, the baseline DKK2 protein level is indicated as a mass or percentage of DKK2 protein per sample weight. In some embodiments, the baseline DKK2 protein level is indicated as a mass or percentage of DKK2 protein per sample volume. In some embodiments, the baseline DKK2 protein level is indicated as a mass or percentage of DKK2 protein per total protein within the sample. In some embodiments, the baseline DKK2 protein measurement is a baseline circulating DKK2 protein measurement. In some embodiments, the baseline DKK2 protein measurement is obtained by an assay such as an immunoassay, a colorimetric assay, or a fluorescence assay.

[00227] In some embodiments, the baseline measurement is a baseline DKK2 mRNA measurement. In some embodiments, the baseline DKK2 mRNA measurement comprises a baseline DKK2 mRNA level. In some embodiments, the baseline DKK2 mRNA level is assessed in a baseline sample such as a baseline skin sample. In some embodiments, the baseline DKK2 mRNA level is indicated as a mass or percentage of DKK2 mRNA per sample weight. In some embodiments, the baseline DKK2 mRNA level is indicated as a mass or percentage of DKK2 mRNA per sample volume. In some embodiments, the baseline DKK2 mRNA level is indicated as a mass or percentage of DKK2 mRNA per total mRNA within the sample. In some embodiments, the baseline DKK2 mRNA level is indicated as a mass or percentage of DKK2 mRNA per total nucleic acids within the sample. In some embodiments, the baseline DKK2 mRNA level is indicated relative to another mRNA level, such as an mRNA level of a housekeeping gene, within the sample. In some embodiments, the baseline DKK2 mRNA measurement is obtained by an assay such as a polymerase chain reaction (PCR) assay. In some embodiments, the PCR comprises quantitative PCR (qPCR). In some embodiments, the PCR comprises reverse transcription of the DKK2 mRNA.

[00228] Some embodiments of the methods described herein include obtaining a sample from a subject. In some embodiments, the baseline measurement is obtained in a sample obtained from the subject. In some embodiments, the sample is obtained from the subject prior to administration or treatment of the subject with a composition described herein. In some embodiments, a baseline measurement is obtained in a sample obtained from the subject prior to administering the composition to the subject. In some embodiments, the sample is obtained from the subject in a fasted state. In some embodiments, the sample is obtained from the subject after an overnight fasting period. In some embodiments, the sample is obtained from the subject in a fed state.

[00229] In some embodiments, the sample comprises a fluid. In some embodiments, the sample is a fluid sample. In some embodiments, the sample is a blood, plasma, or serum sample. In some embodiments, the sample comprises blood. In some embodiments, the sample is a blood sample. In some embodiments, the sample is a whole-blood sample. In some embodiments, the blood is fractionated or centrifuged. In some embodiments, the sample comprises plasma. In some embodiments, the sample is a plasma sample. In some embodiments, the sample comprises serum. In some embodiments, the sample is a serum sample. [00230] In some embodiments, the sample comprises a tissue. The tissue may be or include skin. The skin may comprise or consist of a skin layer. The skin layer may be or include a dermal layer or an epidermal layer. The skin may include epidermis. The skin may include epidermis. The skin may include scalp skin. The skin may eyebrow skin. The skin may pubic skin. The skin may include skin from a leg of the subject. The skin may include skin from an arm of the subject. The skin may include one or more hairs. The hairs may be any of scalp hairs, eyebrow hairs, pubic hairs, arm hairs, or leg hairs.

[00231] In some embodiments, the sample is a tissue sample. In some embodiments, the sample comprises skin. In some embodiments, the sample is a skin sample. For example, the baseline DKK2 mRNA measurement, or the baseline DKK2 protein measurement, may be obtained in a skin sample from the patient prior to administration of a compound or oligonucleotide disclosed herein. In some embodiments, the sample is a biopsy. In some embodiments, the biopsy is a skin biopsy. In some embodiments, the skin biopsy includes a scalp biopsy.

D. Effects

[00232] In some embodiments, the composition or administration of the composition affects a measurement such as a hair loss measurement or a measurement of a symptom of hair loss. In some embodiments, the measurement is a hair loss assessment score, a total hair count, a vellus hair count, a non-vellus hair count, a hair thickness measurement, a hair density measurement, a number of hair follicles, a hair color measurement, a gene or protein level, a DKK2 protein measurement (for example, circulating or tissue DKK2 protein levels), or a DKK2 mRNA measurement, relative to the baseline measurement.

[00233] Some embodiments of the methods described herein include obtaining the measurement from a subject. For example, the measurement may be obtained from the subject after treating the subject. In some embodiments, the measurement is obtained in a second sample (such as a fluid or tissue sample described herein) obtained from the subject after the composition is administered to the subject. In some embodiments, the measurement indicates that the disorder has been treated.

[00234] In some embodiments, the measurement is obtained non-invasively. In some embodiments, the measurement is obtained directly from the subject. In some embodiments, the measurement is obtained by observation, for example by observation of the subject or of the subject’s tissue. In some embodiments, the measurement is obtained noninvasively using an imaging device. In some embodiments, the measurement is obtained using a photograph. In some embodiments, the measurement is obtained using a phototrichogram. In some embodiments, the measurement is obtained using a macrophotography analysis. In some embodiments, the measurement is obtained using a questionnaire.

[00235] In some embodiments, the measurement is obtained invasively. In some embodiments, the measurement is obtained in a second sample from the subject. In some embodiments, the measurement is obtained in a biopsy such as a scalp biopsy. In some embodiments, the measurement is obtained in one or more histological tissue sections. In some embodiments, the measurement is obtained by performing an assay on the second sample obtained from the subject. In some embodiments, the measurement is obtained by an assay, such as an assay described herein. In some embodiments, the assay is an immunoassay, a colorimetric assay, a fluorescence assay, or a PCR assay. In some embodiments, the measurement is obtained by an assay such as an immunoassay, a colorimetric assay, or a fluorescence assay. In some embodiments, the measurement is obtained by PCR. In some embodiments, the measurement is obtained by histology. In some embodiments, the measurement is obtained by observation. In some embodiments, additional measurements are made, such as in a 3rd sample, a 4th sample, or a fifth sample.

[00236] In some embodiments, the measurement is obtained within 1 hour, within 2 hours, within 3 hours, within 4 hours, within 5 hours, within 6 hours, within 12 hours, within 18 hours, or within 24 hours after the administration of the composition. In some embodiments, the measurement is obtained within 1 day, within 2 days, within 3 days, within 4 days, within 5 days, within 6 days, or within 7 days after the administration of the composition. In some embodiments, the measurement is obtained within 1 week, within 2 weeks, within 3 weeks, within 1 month, within 2 months, within 3 months, within 6 months, within 1 year, within 2 years, within 3 years, within 4 years, or within 5 years after the administration of the composition. In some embodiments, the measurement is obtained after 1 hour, after 2 hours, after 3 hours, after 4 hours, after 5 hours, after 6 hours, after 12 hours, after 18 hours, or after 24 hours after the administration of the composition. In some embodiments, the measurement is obtained after 1 day, after 2 days, after 3 days, after 4 days, after 5 days, after 6 days, or after 7 days after the administration of the composition. In some embodiments, the measurement is obtained after 1 week, after 2 weeks, after 3 weeks, after 1 month, after 2 months, after 3 months, after 6 months, after 1 year, after 2 years, after 3 years, after 4 years, or after 5 years, following the administration of the composition.

[00237] In some embodiments, the composition reduces the measurement relative to the baseline measurement. In some embodiments, the reduction is measured in a second tissue sample obtained from the subject after administering the composition to the subject. In some embodiments, the reduction is measured directly in the subject after administering the composition to the subject. In some embodiments, the measurement is decreased by about 2.5% or more, about 5% or more, or about 7.5% or more, relative to the baseline measurement. In some embodiments, the measurement is decreased by about 10% or more, relative to the baseline measurement. In some embodiments, the measurement is decreased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, relative to the baseline measurement. In some embodiments, the measurement is decreased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, relative to the baseline measurement. In some embodiments, the measurement is decreased by no more than about 10%, relative to the baseline measurement. In some embodiments, the measurement is decreased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100% relative to the baseline measurement. In some embodiments, the measurement is decreased by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, or 100%, or by a range defined by any of the two aforementioned percentages.

[00238] In some embodiments, the composition increases the measurement relative to the baseline measurement. In some embodiments, the increase is measured in a second tissue sample obtained from the subject after administering the composition to the subject. In some embodiments, the increase is measured directly in the subject after administering the composition to the subject. In some embodiments, the measurement is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, relative to the baseline measurement. In some embodiments, the measurement is increased by about 10% or more, relative to the baseline measurement. In some embodiments, the measurement is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, relative to the baseline measurement. In some embodiments, the measurement is increased by about 100% or more, increased by about 250% or more, increased by about 500% or more, increased by about 750% or more, or increased by about 1000% or more, relative to the baseline measurement. In some embodiments, the measurement is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, relative to the baseline measurement. In some embodiments, the measurement is increased by no more than about 10%, relative to the baseline measurement. In some embodiments, the measurement is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100% relative to the baseline measurement. In some embodiments, the measurement is increased by no more than about 100%, increased by no more than about 250%, increased by no more than about 500%, increased by no more than about 750%, or increased by no more than about 1000%, relative to the baseline measurement. In some embodiments, the measurement is increased by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100%, 250%, 500%, 750%, or 1000%, or by a range defined by any of the two aforementioned percentages.

[00239] In some embodiments, the measurement is a questionnaire result. In some embodiments, the measurement is a hair loss assessment score. In some embodiments, the questionnaire result comprises a score such as a hair loss assessment score. In some embodiments, the questionnaire result is obtained from a questionnaire. In some embodiments, the questionnaire result is obtained from multiple questionnaires. In some embodiments, the questionnaire is a Men’s Hair Growth Questionnaire (MHGQ). In some embodiments, the questionnaire is a Kingsley Alopecia Profile (KAP) questionnaire. The questionnaire may include questions about hair growth that the subject rates. Non-limiting examples of such ratings may include strongly agree, agree, neither agree nor disagree, disagree, and strongly disagree, where each rating is assigned a value. The score may include a sum of each value. In some embodiments, the hair loss assessment score is not based on a questionnaire. In some embodiments, the hair loss assessment score is determined by a medical practitioner. In some embodiments, the hair loss assessment score includes a semi -quantitative hair visual hair score on a numerical scale such as 1-10. [00240] In some embodiments, the composition changes the hair loss assessment score relative to the baseline hair loss assessment score. In some embodiments, the change in the hair loss assessment score is an increase. In some embodiments, the change in the hair loss assessment score is a decrease. In some embodiments, the change is measured in the subject after administering the composition to the subject. In some embodiments, the change is measured directly by the subject after the composition is administered to the subject. In some embodiments, the hair loss assessment score is changed by about 2.5% or more, about 5% or more, or about 7.5% or more, relative to the baseline hair loss assessment score. In some embodiments, the hair loss assessment score is changed by about 10% or more, relative to the baseline hair loss assessment score. In some embodiments, the hair loss assessment score is changed by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, relative to the baseline hair loss assessment score. In some embodiments, the hair loss assessment score is changed by about 100% or more, changed by about 250% or more, changed by about 500% or more, changed by about 750% or more, or changed by about 1000% or more, relative to the baseline hair loss assessment score. In some embodiments, the hair loss assessment score is changed by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, relative to the baseline hair loss assessment score. In some embodiments, the hair loss assessment score is changed by no more than about 10%, relative to the baseline hair loss assessment score. In some embodiments, the hair loss assessment score is changed by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100% relative to the baseline hair loss assessment score. In some embodiments, the hair loss assessment score is changed by no more than about 100%, changed by no more than about 250%, changed by no more than about 500%, changed by no more than about 750%, or changed by no more than about 1000%, relative to the baseline hair loss assessment score. In some embodiments, the hair loss assessment score is changed by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, or 100%, or by a range defined by any of the two aforementioned percentages. In some embodiments, the hair loss assessment score is changed by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100%, 250%, 500%, 750%, or 1000%, or by a range defined by any of the two aforementioned percentages.

[00241] In some embodiments, the measurement is a hair count. In some embodiments, the hair count is a total hair count. The total hair count may include a vellus hair count and a non-vellus hair count. In some embodiments, the hair count is a vellus hair count. In some embodiments, the hair count is a non-vellus hair count. In some embodiments, the hair count is determined in an area of skin. In some embodiments, the hair count is normalized based on the area of skin. In some embodiments, the hair count is assessed using photography. In some embodiments, the hair count is assessed by phototrichogram. In some embodiments, the hair count is assessed by a macrophotography analysis.

[00242] In some embodiments, the composition increases the hair count relative to the baseline hair count. In some embodiments, the increase is measured in the subject after administering the composition to the subject. In some embodiments, the increase is measured directly on the subject after administering the composition to the subject. In some embodiments, the hair count is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, relative to the baseline hair count. In some embodiments, the hair count is increased by about 10% or more, relative to the baseline hair count. In some embodiments, the hair count is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, relative to the baseline hair count. In some embodiments, the hair count is increased by about 100% or more, increased by about 250% or more, increased by about 500% or more, increased by about 750% or more, or increased by about 1000% or more, relative to the baseline hair count. In some embodiments, the hair count is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, relative to the baseline hair count. In some embodiments, the hair count is increased by no more than about 10%, relative to the baseline hair count. In some embodiments, the hair count is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100% relative to the baseline hair count. In some embodiments, the hair count is increased by no more than about 100%, increased by no more than about 250%, increased by no more than about 500%, increased by no more than about 750%, or increased by no more than about 1000%, relative to the baseline hair count. In some embodiments, the hair count is increased by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100%, 250%, 500%, 750%, or 1000%, or by a range defined by any of the two aforementioned percentages.

[00243] In some embodiments, the measurement is a hair thickness measurement. In some embodiments, the hair thickness measurement is determined in an area of skin. In some embodiments, the hair thickness measurement comprises a width of an individual hair. In some embodiments, the hair thickness measurement comprises widths of multiple individual hairs. In some embodiments, the hair thickness measurement comprises an average of the widths of the multiple individual hairs. In some embodiments, the hair thickness measurement comprises a median of the widths of the multiple individual hairs. The hair thickness measurement may include a vellus hair thickness measurement. The hair thickness measurement may include a non -vellus hair thickness measurement. In some embodiments, the hair thickness measurement is assessed using photography. In some embodiments, the hair thickness measurement is assessed by phototrichogram. In some embodiments, the hair thickness measurement is assessed by a macrophotography analysis.

[00244] In some embodiments, the composition increases the hair thickness measurement relative to the baseline hair thickness measurement. In some embodiments, the increase is measured in a second tissue sample (e.g. a skin sample as described herein) obtained from the subject after administering the composition to the subject. In some embodiments, the increase is measured directly on the subject after administering the composition to the subject. In some embodiments, the hair thickness measurement is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, relative to the baseline hair thickness measurement. In some embodiments, the hair thickness measurement is increased by about 10% or more, relative to the baseline hair thickness measurement. In some embodiments, the hair thickness measurement is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, relative to the baseline hair thickness measurement. In some embodiments, the hair thickness measurement is increased by about 100% or more, increased by about 250% or more, increased by about 500% or more, increased by about 750% or more, or increased by about 1000% or more, relative to the baseline hair thickness measurement. In some embodiments, the hair thickness measurement is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, relative to the baseline hair thickness measurement. In some embodiments, the hair thickness measurement is increased by no more than about 10%, relative to the baseline hair thickness measurement. In some embodiments, the hair thickness measurement is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100% relative to the baseline hair thickness measurement. In some embodiments, the hair thickness measurement is increased by no more than about 100%, increased by no more than about 250%, increased by no more than about 500%, increased by no more than about 750%, or increased by no more than about 1000%, relative to the baseline hair thickness measurement. In some embodiments, the hair thickness measurement is increased by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100%, 250%, 500%, 750%, or 1000%, or by a range defined by any of the two aforementioned percentages.

[00245] In some embodiments, the measurement is a hair density measurement. In some embodiments, the hair density measurement is determined in an area of skin. In some embodiments, the hair density measurement comprises a number of hair in the area of skin. In some embodiments, the hair density measurement comprises the number of hair in the area of skin divided by the area of skin. The hair density measurement may include a vellus hair density measurement. The hair density measurement may include a non-vellus hair density measurement. In some embodiments, the hair density measurement is assessed using photography. In some embodiments, the hair density measurement is assessed by phototrichogram. In some embodiments, the hair density measurement is assessed by a macrophotography analysis.

[00246] In some embodiments, the composition increases the hair density measurement relative to the baseline hair density measurement. In some embodiments, the increase is measured in a second tissue sample (e.g. a skin sample as described herein) obtained from the subject after administering the composition to the subject. In some embodiments, the increase is measured directly on the subject after administering the composition to the subject. In some embodiments, the hair density measurement is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, relative to the baseline hair density measurement. In some embodiments, the hair density measurement is increased by about 10% or more, relative to the baseline hair density measurement. In some embodiments, the hair density measurement is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, relative to the baseline hair density measurement. In some embodiments, the hair density measurement is increased by about 100% or more, increased by about 250% or more, increased by about 500% or more, increased by about 750% or more, or increased by about 1000% or more, relative to the baseline hair density measurement. In some embodiments, the hair density measurement is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, relative to the baseline hair density measurement. In some embodiments, the hair density measurement is increased by no more than about 10%, relative to the baseline hair density measurement. In some embodiments, the hair density measurement is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100% relative to the baseline hair density measurement. In some embodiments, the hair density measurement is increased by no more than about 100%, increased by no more than about 250%, increased by no more than about 500%, increased by no more than about 750%, or increased by no more than about 1000%, relative to the baseline hair density measurement. In some embodiments, the hair density measurement is increased by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100%, 250%, 500%, 750%, or 1000%, or by a range defined by any of the two aforementioned percentages.

[00247] In some embodiments, the measurement is a number of hair follicles. In some embodiments, the number of hair follicles is a total number of hair follicles. In some embodiments, the number of hair follicles include a number of terminal hair follicles. In some embodiments, the number of hair follicles include a number of anagen hair follicles. In some embodiments, the number of hair follicles include a number of telogen hair follicles. In some embodiments, the number of hair follicles include a number of catagen hair follicles. In some embodiments, the number of hair follicles include a number of miniaturized hair follicles. In some embodiments, the number of hair follicles include a number of vellus miniaturized hair follicles. In some embodiments, the number of hair follicles include a number of vellus-like miniaturized hair follicles. In some embodiments, the number of hair follicles include a number of indeterminate hair follicles. In some embodiments, the number of hair follicles is determined in an area of skin. In some embodiments, the number of hair follicles is normalized based on the area of skin. In some embodiments, the number of hair follicles is assessed in a biopsy, such as a scalp biopsy. In some embodiments, the number of hair follicles is assessed using photography.

[00248] In some embodiments, the composition increases the number of hair follicles relative to the baseline number of hair follicles. In some embodiments, the increase is measured in a second tissue sample (e.g. a skin sample as described herein) obtained from the subject after administering the composition to the subject. In some embodiments, the increase is measured directly on the subject after administering the composition to the subject. In some embodiments, the number of hair follicles is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, relative to the baseline number of hair follicles. In some embodiments, the number of hair follicles is increased by about 10% or more, relative to the baseline number of hair follicles. In some embodiments, the number of hair follicles is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, relative to the baseline number of hair follicles. In some embodiments, the number of hair follicles is increased by about 100% or more, increased by about 250% or more, increased by about 500% or more, increased by about 750% or more, or increased by about 1000% or more, relative to the baseline number of hair follicles. In some embodiments, the number of hair follicles is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, relative to the baseline number of hair follicles. In some embodiments, the number of hair follicles is increased by no more than about 10%, relative to the baseline number of hair follicles. In some embodiments, the number of hair follicles is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100% relative to the baseline number of hair follicles. In some embodiments, the number of hair follicles is increased by no more than about 100%, increased by no more than about 250%, increased by no more than about 500%, increased by no more than about 750%, or increased by no more than about 1000%, relative to the baseline number of hair follicles. In some embodiments, the number of hair follicles is increased by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100%, 250%, 500%, 750%, or 1000%, or by a range defined by any of the two aforementioned percentages.

[00249] In some embodiments, the measurement is a protein level. In some embodiments, the protein level is a [3-catenin protein level. In some embodiments, the protein level is a a-SMA protein level. In some embodiments, the protein level is a collagen protein level. In some embodiments, the collagen of the collagen protein level is collagen I. In some embodiments, the collagen of the collagen protein level is collagen III. In some embodiments, the protein level is assessed in a sample such as a skin sample. In some embodiments, the protein level is indicated as a mass or percentage of protein per sample weight. In some embodiments, the protein level is indicated as a mass or percentage of protein per sample volume. In some embodiments, the protein level is indicated as a mass or percentage of protein per total protein within the sample. In some embodiments, the protein measurement is a circulating protein measurement. In some embodiments, the protein measurement is obtained by an assay such as an immunoassay, a colorimetric assay, or a fluorescence assay.

[00250] In some embodiments, the measurement is a hair color measurement. In some embodiments, the hair color measurement is determined in an area of skin. In some embodiments, the hair color measurement comprises a color of an individual hair. In some embodiments, the hair color measurement comprises colors of multiple individual hairs. In some embodiments, the hair color measurement comprises an average of the colors of the multiple individual hairs. In some embodiments, the hair color measurement comprises a median of the colors of the multiple individual hairs. The hair color measurement may include a measurement of how gray the hair is, or how gray the hairs are. The hair color measurement may include a measurement of how much color is in the hair, or how much color is in the hairs. The hair color measurement may include a measurement of how white the hair is, or how white the hairs are. The hair color measurement may include a hair pigmentation measurement. The hair color measurement may include a hair contrast measurement. The hair color measurement may include a vellus hair color measurement. The hair color measurement may include a non-vellus hair color measurement. In some embodiments, the hair color measurement is assessed using photography. In some embodiments, the hair color measurement is assessed by phototrichogram. In some embodiments, the hair color measurement is assessed by a macrophotography analysis. The hair color measurement may be a qualitative measurement. The hair color measurement may be a quantitative measurement. The hair color measurement may be a number, such as an amount of hair color. The hair color measurement may be a rate, such as a rate of hair color loss.

[00251] In some embodiments, the composition increases the hair color measurement relative to the baseline hair color measurement. In some embodiments, the increase is measured in a second tissue sample (e.g. a skin sample as described herein) obtained from the subject after administering the composition to the subject. In some embodiments, the increase is measured directly on the subject after administering the composition to the subject. In some embodiments, the hair color measurement is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, relative to the baseline hair color measurement. In some embodiments, the hair color measurement is increased by about 10% or more, relative to the baseline hair color measurement. In some embodiments, the hair color measurement is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, relative to the baseline hair color measurement. In some embodiments, the hair color measurement is increased by about 100% or more, increased by about 250% or more, increased by about 500% or more, increased by about 750% or more, or increased by about 1000% or more, relative to the baseline hair color measurement. In some embodiments, the hair color measurement is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, relative to the baseline hair color measurement. In some embodiments, the hair color measurement is increased by no more than about 10%, relative to the baseline hair color measurement. In some embodiments, the hair color measurement is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100% relative to the baseline hair color measurement. In some embodiments, the hair color measurement is increased by no more than about 100%, increased by no more than about 250%, increased by no more than about 500%, increased by no more than about 750%, or increased by no more than about 1000%, relative to the baseline hair color measurement. In some embodiments, the hair color measurement is increased by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100%, 250%, 500%, 750%, or 1000%, or by a range defined by any of the two aforementioned percentages.

[00252] In some embodiments, the composition reduces the protein level relative to the baseline protein level. In some embodiments, the reduction is measured in a second tissue or fluid sample (e.g. a skin, blood, serum, or plasma sample as described herein) obtained from the subject after administering the composition to the subject. In some embodiments, the protein level is decreased by about 2.5% or more, about 5% or more, or about 7.5% or more, relative to the baseline protein level. In some embodiments, the protein level is decreased by about 10% or more, relative to the baseline protein level. In some embodiments, the protein level is decreased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, relative to the baseline protein level. In some embodiments, the protein level is decreased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, relative to the baseline protein level. In some embodiments, the protein level is decreased by no more than about 10%, relative to the baseline protein level. In some embodiments, the protein level is decreased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100% relative to the baseline protein level. In some embodiments, the protein level is decreased by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, or 100%, or by a range defined by any of the two aforementioned percentages.

[00253] In some embodiments, the composition increases the protein level relative to the baseline protein level. In some embodiments, the increase is measured in a second tissue or fluid sample (e.g. a skin, blood, serum, or plasma sample as described herein) obtained from the subject after administering the composition to the subject. In some embodiments, the protein level is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, relative to the baseline protein level. In some embodiments, the protein level is increased by about 10% or more, relative to the baseline protein level. In some embodiments, the protein level is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, relative to the baseline protein level. In some embodiments, the protein level is increased by about 100% or more, increased by about 250% or more, increased by about 500% or more, increased by about 750% or more, or increased by about 1000% or more, relative to the baseline protein level. In some embodiments, the protein level is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, relative to the baseline protein level. In some embodiments, the protein level is increased by no more than about 10%, relative to the baseline protein level. In some embodiments, the protein level is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100% relative to the baseline protein level. In some embodiments, the protein level is increased by no more than about 100%, increased by no more than about 250%, increased by no more than about 500%, increased by no more than about 750%, or increased by no more than about 1000%, relative to the baseline protein level. In some embodiments, the protein level is increased by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100%, 250%, 500%, 750%, or 1000%, or by a range defined by any of the two aforementioned percentages.

[00254] In some embodiments, the measurement is a mRNA level. In some embodiments, the mRNA level is a [3-catenin mRNA level. In some embodiments, the mRNA level is a a-SMA mRNA level. In some embodiments, the mRNA level is a collagen mRNA level. In some embodiments, the collagen of the collagen mRNA level is collagen I. In some embodiments, the collagen of the collagen mRNA level is collagen III. In some embodiments, the mRNA level is assessed in a sample such as a skin sample. In some embodiments, the mRNA level is indicated as a mass or percentage of mRNA per sample weight. In some embodiments, the mRNA level is indicated as a mass or percentage of mRNA per sample volume. In some embodiments, the mRNA level is indicated as a mass or percentage of mRNA per total mRNA within the sample. In some embodiments, the mRNA level is indicated as a mass or percentage of mRNA per total nucleic acids within the sample. In some embodiments, the mRNA level is indicated relative to another mRNA level, such as an mRNA level of a housekeeping gene, within the sample. In some embodiments, the mRNA measurement is obtained by an assay such as a polymerase chain reaction (PCR) assay. In some embodiments, the PCR comprises quantitative PCR (qPCR). In some embodiments, the PCR comprises reverse transcription of the mRNA.

[00255] In some embodiments, the composition reduces the mRNA level relative to the baseline mRNA level. In some embodiments, the reduction is measured in a second tissue sample (e.g. a skin sample as described herein) obtained from the subject after administering the composition to the subject. In some embodiments, the mRNA level is decreased by about 2.5% or more, about 5% or more, or about 7.5% or more, relative to the baseline mRNA level. In some embodiments, the mRNA level is decreased by about 10% or more, relative to the baseline mRNA level. In some embodiments, the mRNA level is decreased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, relative to the baseline mRNA level. In some embodiments, the mRNA level is decreased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, relative to the baseline mRNA level. In some embodiments, the mRNA level is decreased by no more than about 10%, relative to the baseline mRNA level. In some embodiments, the mRNA level is decreased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100% relative to the baseline mRNA level. In some embodiments, the mRNA level is decreased by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, or 100%, or by a range defined by any of the two aforementioned percentages.

[00256] In some embodiments, the composition increases the mRNA level relative to the baseline mRNA level. In some embodiments, the increase is measured in a second tissue sample (e.g. a skin sample as described herein) obtained from the subject after administering the composition to the subject. In some embodiments, the mRNA level is increased by about 2.5% or more, about 5% or more, or about 7.5% or more, relative to the baseline mRNA level. In some embodiments, the mRNA level is increased by about 10% or more, relative to the baseline mRNA level. In some embodiments, the mRNA level is increased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, relative to the baseline mRNA level. In some embodiments, the mRNA level is increased by about 100% or more, increased by about 250% or more, increased by about 500% or more, increased by about 750% or more, or increased by about 1000% or more, relative to the baseline mRNA level. In some embodiments, the mRNA level is increased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, relative to the baseline mRNA level. In some embodiments, the mRNA level is increased by no more than about 10%, relative to the baseline mRNA level. In some embodiments, the mRNA level is increased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100% relative to the baseline mRNA level. In some embodiments, the mRNA level is increased by no more than about 100%, increased by no more than about 250%, increased by no more than about 500%, increased by no more than about 750%, or increased by no more than about 1000%, relative to the baseline mRNA level. In some embodiments, the mRNA level is increased by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100%, 250%, 500%, 750%, or 1000%, or by a range defined by any of the two aforementioned percentages.

[00257] In some embodiments, the measurement is a DKK2 protein measurement. In some embodiments, the DKK2 protein measurement comprises a DKK2 protein level. In some embodiments, the DKK2 protein level is assessed in a sample such as a skin sample or a fluid sample (e.g. blood, serum, or plasma). In some embodiments, the DKK2 protein level is indicated as a mass or percentage of DKK2 protein per sample weight. In some embodiments, the DKK2 protein level is indicated as a mass or percentage of DKK2 protein per sample volume. In some embodiments, the DKK2 protein level is indicated as a mass or percentage of DKK2 protein per total protein within the sample. In some embodiments, the DKK2 protein measurement is a circulating DKK2 protein measurement. In some embodiments, the DKK2 protein measurement is obtained by an assay such as an immunoassay, a colorimetric assay, or a fluorescence assay.

[00258] In some embodiments, the composition reduces the DKK2 protein level relative to the baseline DKK2 protein level. In some embodiments, the reduction is measured in a second tissue or fluid sample (e.g. a skin, blood, serum, or plasma sample as described herein) obtained from the subject after administering the composition to the subject. In some embodiments, the DKK2 protein level is decreased by about 2.5% or more, about 5% or more, or about 7.5% or more, relative to the baseline DKK2 protein level. In some embodiments, the DKK2 protein level is decreased by about 10% or more, relative to the baseline DKK2 protein level. In some embodiments, the DKK2 protein level is decreased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, relative to the baseline DKK2 protein level. In some embodiments, the DKK2 protein level is decreased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, relative to the baseline DKK2 protein level. In some embodiments, the DKK2 protein level is decreased by no more than about 10%, relative to the baseline DKK2 protein level. In some embodiments, the DKK2 protein level is decreased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100% relative to the baseline DKK2 protein level. In some embodiments, the DKK2 protein level is decreased by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, or 100%, or by a range defined by any of the two aforementioned percentages.

[00259] In some embodiments, the measurement is a DKK2 mRNA measurement. In some embodiments, the DKK2 mRNA measurement comprises a DKK2 mRNA level. In some embodiments, the DKK2 mRNA level is assessed in a sample such as a skin sample. In some embodiments, the DKK2 mRNA level is indicated as a mass or percentage of DKK2 mRNA per sample weight. In some embodiments, the DKK2 mRNA level is indicated as a mass or percentage of DKK2 mRNA per sample volume. In some embodiments, the DKK2 mRNA level is indicated as a mass or percentage of DKK2 mRNA per total mRNA within the sample. In some embodiments, the DKK2 mRNA level is indicated as a mass or percentage of DKK2 mRNA per total nucleic acids within the sample. In some embodiments, the DKK2 mRNA level is indicated relative to another mRNA level, such as an mRNA level of a housekeeping gene, within the sample. In some embodiments, the DKK2 mRNA measurement is obtained by an assay such as a polymerase chain reaction (PCR) assay. In some embodiments, the PCR comprises quantitative PCR (qPCR). In some embodiments, the PCR comprises reverse transcription of the DKK2 mRNA.

[00260] In some embodiments, the composition reduces the DKK2 mRNA level relative to the baseline DKK2 mRNA level. In some embodiments, the reduction is measured in a second tissue sample (e.g. a skin sample as described herein) obtained from the subject after administering the composition to the subject. In some embodiments, the DKK2 mRNA level is decreased by about 2.5% or more, about 5% or more, or about 7.5% or more, relative to the baseline DKK2 mRNA level. In some embodiments, the DKK2 mRNA level is decreased by about 10% or more, relative to the baseline DKK2 mRNA level. In some embodiments, the DKK2 mRNA level is decreased by about 20% or more, about 30% or more, about 40% or more, about 50% or more, about 60% or more, about 70% or more, about 80% or more, about 90% or more, relative to the baseline DKK2 mRNA level. In some embodiments, the DKK2 mRNA level is decreased by no more than about 2.5%, no more than about 5%, or no more than about 7.5%, relative to the baseline DKK2 mRNA level. In some embodiments, the DKK2 mRNA level is decreased by no more than about 10%, relative to the baseline DKK2 mRNA level. In some embodiments, the DKK2 mRNA level is decreased by no more than about 20%, no more than about 30%, no more than about 40%, no more than about 50%, no more than about 60%, no more than about 70%, no more than about 80%, no more than about 90%, or no more than about 100% relative to the baseline DKK2 mRNA level. In some embodiments, the DKK2 mRNA level is decreased by 2.5%, 5%, 7.5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, or 100%, or by a range defined by any of the two aforementioned percentages.

III. DEFINITIONS

[00261] Unless defined otherwise, all terms of art, notations and other technical and scientific terms or terminology used herein are intended to have the same meaning as is commonly understood by one of ordinary skill in the art to which the claimed subject matter pertains. In some cases, terms with commonly understood meanings are defined herein for clarity and/or for ready reference, and the inclusion of such definitions herein should not necessarily be construed to represent a substantial difference over what is generally understood in the art.

[00262] Throughout this application, various embodiments may be presented in a range format. It should be understood that the description in range format is merely for convenience and brevity and should not be construed as an inflexible limitation on the scope of the disclosure. Accordingly, the description of a range should be considered to have specifically disclosed all the possible subranges as well as individual numerical values within that range. For example, description of a range such as from 1 to 6 should be considered to have specifically disclosed subranges such as from 1 to 3, from 1 to 4, from 1 to 5, from 2 to 4, from 2 to 6, from 3 to 6 etc., as well as individual numbers within that range, for example, 1, 2, 3, 4, 5, and 6. This applies regardless of the breadth of the range.

[00263] As used in the specification and claims, the singular forms “a”, “an” and “the” include plural references unless the context clearly dictates otherwise. For example, the term “a sample” includes a plurality of samples, including mixtures thereof.

[00264] The terms “determining,” “measuring,” “evaluating,” “assessing,” “assaying,” and “analyzing” are often used interchangeably herein to refer to forms of measurement. The terms include determining if an element is present or not (for example, detection). These terms can include quantitative, qualitative or quantitative and qualitative determinations. Assessing can be relative or absolute. “Detecting the presence of’ can include determining the amount of something present in addition to determining whether it is present or absent depending on the context.

[00265] The terms “subject,” and “patient” may be used interchangeably herein. A “subject” can be a biological entity containing expressed genetic materials. The biological entity can be a plant, animal, or microorganism, including, for example, bacteria, viruses, fungi, and protozoa. The subject can be a mammal. The mammal can be a human. The subject may be diagnosed or suspected of being at high risk for a disease. In some cases, the subject is not necessarily diagnosed or suspected of being at high risk for the disease.

[00266] As used herein, the term “about” a number refers to that number plus or minus 10% of that number. The term “about” a range refers to that range minus 10% of its lowest value and plus 10% of its greatest value.

[00267] As used herein, the terms “treatment” or “treating” are used in reference to a pharmaceutical or other intervention regimen for obtaining beneficial or desired results in the recipient. Beneficial or desired results include but are not limited to a therapeutic benefit and/or a prophylactic benefit. A therapeutic benefit may refer to eradication or amelioration of symptoms or of an underlying disorder being treated. Also, a therapeutic benefit can be achieved with the eradication or amelioration of one or more of the physiological symptoms associated with the underlying disorder such that an improvement is observed in the subject, notwithstanding that the subject may still be afflicted with the underlying disorder. A prophylactic effect includes delaying, preventing, or eliminating the appearance of a disease or condition, delaying or eliminating the onset of symptoms of a disease or condition, slowing, halting, or reversing the progression of a disease or condition, or any combination thereof. For prophylactic benefit, a subject at risk of developing a particular disease, or to a subject reporting one or more of the physiological symptoms of a disease may undergo treatment, even though a diagnosis of this disease may not have been made.

[00268] Some embodiments refer to nucleic acid sequence information. In some embodiments, any uracil (U) may be interchanged with any thymine (T), and vice versa. For example, in an siRNA with a nucleic acid sequence comprising one or more Us, in some embodiments any of the Us may be replaced with Ts. Similarly, in an siRNA with a nucleic acid sequence comprising one or more Ts, in some embodiments any of the Ts may be replaced with Us. In some embodiments, an oligonucleotide such as an siRNA disclosed herein comprises or consists of RNA. In some embodiments, the oligonucleotide may comprise or consist of DNA.

[00269] The term “C_x.y” or “C_x-C_y” when used in conjunction with a chemical moiety, such as alkyl, alkenyl, or alkynyl is meant to include groups that contain from x to y carbons in the chain. For example, the term “Ci-ealkyl” refers to substituted or unsubstituted saturated hydrocarbon groups, including straight-chain alkyl and branched-chain alkyl groups that contain from 1 to 6 carbons.

[00270] The terms “C_x.yalkenyl” and “C_x.yalkynyl” refer to substituted or unsubstituted unsaturated aliphatic groups analogous in length and possible substitution to the alkyls described above, but that contain at least one double or triple bond, respectively.

[00271] The term “carbocycle” as used herein refers to a saturated, unsaturated or aromatic ring in which each atom of the ring is carbon. Carbocycle includes 3- to 10-membered monocyclic rings, 5- to 12- membered bicyclic rings, 5- to 12-membered spiro bicycles, and 5- to 12-membered bridged rings. Each ring of a bicyclic carbocycle may be selected from saturated, unsaturated, and aromatic rings. In an exemplary embodiment, an aromatic ring, e.g., phenyl, may be fused to a saturated or unsaturated ring, e.g., cyclohexane, cyclopentane, or cyclohexene. A bicyclic carbocycle includes any combination of saturated, unsaturated and aromatic bicyclic rings, as valence permits. A bicyclic carbocycle further includes spiro bicyclic rings such as spiropentane. A bicyclic carbocycle includes any combination of ring sizes such as 3-3 spiro ring systems, 4-4 spiro ring systems, 4-5 fused ring systems, 5-5 fused ring systems, 5-6 fused ring systems, 6-6 fused ring systems, 5-7 fused ring systems, 6-7 fused ring systems, 5- 8 fused ring systems, and 6-8 fused ring systems. Exemplary carbocycles include cyclopentyl, cyclohexyl, cyclohexenyl, adamantyl, phenyl, indanyl, naphthyl, and bicyclo [l.l.l]pentanyl.

[00272] The term “aryl” refers to an aromatic monocyclic or aromatic multicyclic hydrocarbon ring system. The aromatic monocyclic or aromatic multicyclic hydrocarbon ring system contains only hydrogen and carbon and from five to eighteen carbon atoms, where at least one of the rings in the ring system is aromatic, i.e., it contains a cyclic, delocalized (4n+2) n-electron system in accordance with the Htickel theory. The ring system from which aryl groups are derived include, but are not limited to, groups such as benzene, fluorene, indane, indene, tetralin and naphthalene.

[00273] The term "cycloalkyl" refers to a saturated ring in which each atom of the ring is carbon. Cycloalkyl may include monocyclic and polycyclic rings such as 3- to 10-membered monocyclic rings, 5- to 12-membered bicyclic rings, 5- to 12-membered spiro bicycles, and 5- to 12-membered bridged rings. In certain embodiments, a cycloalkyl comprises three to ten carbon atoms. In other embodiments, a cycloalkyl comprises five to seven carbon atoms. The cycloalkyl may be attached to the rest of the molecule by a single bond. Examples of monocyclic cycloalkyls include, e.g., cyclopropyl, cyclobutyl, cyclopentyl, cyclohexyl, cycloheptyl, and cyclooctyl. Polycyclic cycloalkyl radicals include, for example, adamantyl, spiropentane, norbomyl (i.e., bicyclo[2.2.1]heptanyl), decalinyl, 7,7 dimethyl bicyclo[2.2.1]heptanyl, bicyclo [l. l.l]pentanyl, and the like. [00274] The term "cycloalkenyl" refers to a saturated ring in which each atom of the ring is carbon and there is at least one double bond between two ring carbons. Cycloalkenyl may include monocyclic and polycyclic rings such as 3- to 10-membered monocyclic rings, 6- to 12-membered bicyclic rings, and 5- to 12-membered bridged rings. In other embodiments, a cycloalkenyl comprises five to seven carbon atoms. The cycloalkenyl may be attached to the rest of the molecule by a single bond. Examples of monocyclic cycloalkenyls include, e.g., cyclopentenyl, cyclohexenyl, cycloheptenyl, and cyclooctenyl.

[00275] The term “halo” or, alternatively, “halogen” or “halide,” means fluoro, chloro, bromo or iodo. In some embodiments, halo is fluoro, chloro, or bromo.

[00276] The term “haloalkyl” refers to an alkyl radical, as defined above, that is substituted by one or more halo radicals, for example, trifluoromethyl, dichloromethyl, bromomethyl, 2,2,2-trifluoroethyl, 1- chloromethyl -2 -fluoroethyl, and the like. In some embodiments, the alkyl part of the haloalkyl radical is optionally further substituted as described herein.

[00277] The term “heterocycle” as used herein refers to a saturated, unsaturated or aromatic ring comprising one or more heteroatoms. Exemplary heteroatoms include N, O, Si, P, B, and S atoms. Heterocycles include 3- to 10-membered monocyclic rings, 6- to 12-membered bicyclic rings, 5- to 12- membered spiro bicycles, and 5- to 12-membered bridged rings. A bicyclic heterocycle includes any combination of saturated, unsaturated and aromatic bicyclic rings, as valence permits. In an exemplary embodiment, an aromatic ring, e.g., pyridyl, may be fused to a saturated or unsaturated ring, e.g., cyclohexane, cyclopentane, morpholine, piperidine or cyclohexene. A bicyclic heterocycle includes any combination of ring sizes such as 4-5 fused ring systems, 5-5 fused ring systems, 5-6 fused ring systems, 6-6 fused ring systems, 5-7 fused ring systems, 6-7 fused ring systems, 5-8 fused ring systems, and 6-8 fused ring systems. A bicyclic heterocycle further includes spiro bicyclic rings, e.g., 5 to 12-membered spiro bicycles, such as 2-oxa-6-azaspiro[3.3]heptane.

[00278] The term "heteroaryl" refers to a radical derived from a 5 to 18 membered aromatic ring radical that comprises two to seventeen carbon atoms and from one to six heteroatoms selected from nitrogen, oxygen and sulfur. As used herein, the heteroaryl radical is a monocyclic, bicyclic, tricyclic or tetracyclic ring system, wherein at least one of the rings in the ring system is aromatic, i.e., it contains a cyclic, delocalized (4n+2) n-electron system in accordance with the Htickel theory. Heteroaryl includes fused or bridged ring systems. The heteroatom(s) in the heteroaryl radical is optionally oxidized. One or more nitrogen atoms, if present, are optionally quatemized. The heteroaryl is attached to the rest of the molecule through any atom of the ring(s). Examples of heteroaryls include, but are not limited to, azepinyl, acridinyl, benzimidazolyl, benzindolyl, 1,3-benzodioxolyl, benzofuranyl, benzoxazolyl, benzo [d]thiazolyl, benzothiadiazolyl, benzo[b][l,4]dioxepinyl, benzo[b][l,4]oxazinyl, 1,4-benzodioxanyl, benzonaphthofuranyl, benzoxazolyl, benzodioxolyl, benzodioxinyl, benzopyranyl, benzopyranonyl, benzofuranyl, benzofuranonyl, benzothienyl (benzothiophenyl), benzothieno[3,2-d]pyrimidinyl, benzotriazolyl, benzo[4,6]imidazo[l,2-a]pyridinyl, carbazolyl, cinnolinyl, cyclopenta[d]pyrimidinyl, 6,7- dihydro-5H-cyclopenta[4,5]thieno[2,3-d]pyrimidinyl, 5,6 dihydrobenzo[h]quinazolinyl, 5,6 dihydrobenzo[h]cinnolinyl, 6,7-dihydro-5H-benzo[6,7]cyclohepta[l,2-c]pyridazinyl, dibenzofuranyl, dibenzothiophenyl, furanyl, furanonyl, furo[3,2-c]pyridinyl, 5,6,7,8,9,10- hexahydrocycloocta[d]pyrimidinyl, 5,6,7,8,9,10-hexahydrocycloocta[d]pyridazinyl, 5,6,7,8,9,10- hexahydrocycloocta[d]pyridinyl, isothiazolyl, imidazolyl, indazolyl, indolyl, indazolyl, isoindolyl, indolinyl, isoindolinyl, isoquinolyl, indolizinyl, isoxazolyl, 5,8-methano-5,6,7,8-tetrahydroquinazolinyl, naphthyridinyl, 1,6-naphthyridinonyl, oxadiazolyl, 2-oxoazepinyl, oxazolyl, oxiranyl, 5,6,6a,7,8,9,10,10a- octahydrobenzo[h]quinazolinyl, 1 -phenyl- IH-pyrrolyl, phenazinyl, phenothiazinyl, phenoxazinyl, phthalazinyl, pteridinyl, purinyl, pyrrolyl, pyrazolyl, pyrazolo[3,4-d]pyrimidinyl, pyridinyl, pyrido[3,2- d]pyrimidinyl, pyrido[3,4-d]pyrimidinyl, pyrazinyl, pyrimidinyl, pyridazinyl, pyrrolyl, quinazolinyl, quinoxalinyl, quinolinyl, isoquinolinyl, tetrahydroquinolinyl, 5,6,7,8-tetrahydroquinazolinyl, 5, 6,7,8- tetrahydrobenzo[4,5]thieno[2,3-d]pyrimidinyl, 6,7,8,9-tetrahydro-5H-cyclohepta[4,5]thieno[2,3- d]pyrimidinyl, 5,6,7,8-tetrahydropyrido[4,5-c]pyridazinyl, thiazolyl, thiadiazolyl, triazolyl, tetrazolyl, triazinyl, thieno[2,3-d]pyrimidinyl, thieno[3,2-d]pyrimidinyl, thieno[2,3-c]pyridinyl, and thiophenyl (i.e. thienyl).

[00279] The term "heterocycloalkyl" refers to a saturated ring with carbon atoms and at least one heteroatom. Exemplary heteroatoms include N, O, Si, P, B, and S atoms. Heterocycloalkyl may include monocyclic and polycyclic rings such as 3- to 10-membered monocyclic rings, 6- to 12-membered bicyclic rings, 5- to 12-membered spiro bicycles, and 5- to 12-membered bridged rings. The heteroatoms in the heterocycloalkyl radical are optionally oxidized. One or more nitrogen atoms, if present, are optionally quatemized. The heterocycloalkyl is attached to the rest of the molecule through any atom of the heterocycloalkyl, valence permitting, such as any carbon or nitrogen atoms of the heterocycloalkyl. Examples of heterocycloalkyl radicals include, but are not limited to, dioxolanyl, thienyl[l,3]dithianyl, decahydroisoquinolyl, imidazolinyl, imidazolidinyl, isothiazolidinyl, isoxazolidinyl, morpholinyl, octahydroindolyl, octahydroisoindolyl, 2-oxopiperazinyl, 2-oxopiperidinyl, 2-oxopyrrolidinyl, oxazolidinyl, piperidinyl, piperazinyl, 4-piperidonyl, pyrrolidinyl, pyrazolidinyl, quinuclidinyl, thiazolidinyl, tetrahydrofuryl, trithianyl, tetrahydropyranyl, thiomorpholinyl, thiamorpholinyl, 1 -oxo- thiomorpholinyl, 2-oxa-6-azaspiro[3.3]heptane, and 1,1-dioxo-thiomorpholinyl.

[00280] The term "heterocycloalkenyl" refers to an unsaturated ring with carbon atoms and at least one heteroatom and there is at least one double bond between two ring carbons. Heterocycloalkenyl does not include heteroaryl rings. Exemplary heteroatoms include N, O, Si, P, B, and S atoms. Heterocycloalkenyl may include monocyclic and polycyclic rings such as 3- to 10-membered monocyclic rings, 6- to 12- membered bicyclic rings, and 5- to 12-membered bridged rings. In other embodiments, a heterocycloalkenyl comprises five to seven ring atoms. The heterocycloalkenyl may be attached to the rest of the molecule by a single bond. Examples of monocyclic cycloalkenyls include, e.g., pyrroline (dihydropyrrole), pyrazoline (dihydropyrazole), imidazoline (dihydroimidazole), triazoline (dihydrotriazole), dihydrofuran, dihydrothiophene, oxazoline (dihydrooxazole), isoxazoline (dihydroisoxazole), thiazoline (dihydrothiazole), isothiazoline (dihydroisothiazole), oxadiazoline (dihydrooxadiazole), thiadiazoline (dihydrothiadiazole), dihydropyridine, tetrahydropyridine, dihydropyridazine, tetrahydropyridazine, dihydropyrimidine, tetrahydropyrimidine, dihydropyrazine, tetrahydropyrazine, pyran, dihydropyran, thiopyran, dihydrothiopyran, dioxine, dihydrodioxine, oxazine, dihydrooxazine, thiazine, and dihydrothiazine.

[00281] The term “substituted” refers to moieties having substituents replacing a hydrogen on one or more carbons or substitutable heteroatoms, e.g., an NH or NH2 of a compound. It will be understood that “substitution” or “substituted with” includes the implicit proviso that such substitution is in accordance with permitted valence of the substituted atom and the substituent, and that the substitution results in a stable compound, i.e., a compound which does not spontaneously undergo transformation such as by rearrangement, cyclization, elimination, etc. In certain embodiments, substituted refers to moieties having substituents replacing two hydrogen atoms on the same carbon atom, such as substituting the two hydrogen atoms on a single carbon with an oxo, imino or thioxo group. As used herein, the term “substituted” is contemplated to include all permissible substituents of organic compounds. In a broad aspect, the permissible substituents include acyclic and cyclic, branched and unbranched, carbocyclic and heterocyclic, aromatic and non -aromatic substituents of organic compounds. The permissible substituents can be one or more and the same or different for appropriate organic compounds.

[00282] In some embodiments, substituents may include any substituents described herein, for example: halogen, hydroxy, oxo (=0), thioxo (=S), cyano (-CN), nitro (-NO2), imino (=N-H), oximo (=N-0H), hydrazino (=N-NH²), -R^b0R^a, -R^bOC(O)R^a, -R^bOC(O)OR^a, -R^bOC(O)N(R^a)₂, -R^bN(R^a)₂, -R^bC(O)R^a, - R^bC(O)OR^a, -R^bC(O)N(R^a)₂, -R^bOR^cC(O)N(R^a)₂, -R^bN(R^a)C(O)OR^a, -R^bN(R^a)C(O)R^a, -R^bN(R^a)S(O)_tR^a (where t is 1 or 2), -R^bS(O)_tR^a (where t is 1 or 2), -R^bS(O)_tOR^a (where t is 1 or 2), and -R^bS(O)_tN(R^a)₂ (where t is 1 or 2); and alkyl, alkenyl, alkynyl, aryl, aralkyl, aralkenyl, aralkynyl, cycloalkyl, cycloalkylalkyl, heterocycloalkyl, heterocycloalkylalkyl, heteroaryl, and heteroarylalkyl, any of which may be optionally substituted by alkyl, alkenyl, alkynyl, halogen, haloalkyl, haloalkenyl, haloalkynyl, oxo (=0), thioxo (=S), cyano (-CN), nitro (-NO₂), imino (=N-H), oximo (=N-0H), hydrazine (=N-NH₂), - R^b0R^a, -R^bOC(O)R^a, -R^bOC(O)OR^a, -R^b0C(0)N(R^a)₂, -R^bN(R^a)₂, -R^bC(O)R^a, -R^bC(O)OR^a, - R^bC(0)N(R^a)₂, -R^b0R^cC(0)N(R^a)₂, -R^bN(R^a)C(0)0R^a, -R^bN(R^a)C(0)R^a, -R^bN(R^a)S(O)_tR^a (where t is 1 or 2), -R^bS(O)_tR^a (where t is 1 or 2), -R^bS(O)_tOR^a (where t is 1 or 2) and -R^bS(O)_tN(R^a)₂ (where t is 1 or 2); wherein each R^a is independently selected from hydrogen, alkyl, cycloalkyl, cycloalkylalkyl, aryl, aralkyl, heterocycloalkyl, heterocycloalkylalkyl, heteroaryl, or heteroarylalkyl, wherein each R^a, valence permitting, may be optionally substituted with alkyl, alkenyl, alkynyl, halogen, haloalkyl, haloalkenyl, haloalkynyl, oxo (=0), thioxo (=S), cyano (-CN), nitro (-NO₂), imino (=N-H), oximo (=N-0H), hydrazine (=N-NH₂), -R^b0R^a, -R^b0C(0)R^a, -R^b0C(0)0R^a, -R^b0C(0)N(R^a)₂, -R^bN(R^a)₂, -R^bC(0)R^a, -R^bC(0)0R^a, - R^bC(0)N(R^a)₂, -R^b0R^cC(0)N(R^a)₂, -R^bN(R^a)C(0)0R^a, -R^bN(R^a)C(0)R^a, -R^bN(R^a)S(0)_tR^a (where t is 1 or 2), -R^bS(O)_tR^a (where t is 1 or 2), -R^bS(O)_tOR^a (where t is 1 or 2) and -R^bS(O)_tN(R^a)₂ (where t is 1 or 2); and wherein each R^b is independently selected from a direct bond or a straight or branched alkylene, alkenylene, or alkynylene chain, and each R^c is a straight or branched alkylene, alkenylene or alkynylene chain. [00283] Double bonds to oxygen atoms, such as oxo groups, are represented herein as both “=O” and “(O)” Double bonds to nitrogen atoms are represented as both “=NR” and “(NR)”. Double bonds to sulfur atoms are represented as both “=S” and “(S)”.

[00284] In some embodiments, a "derivative" polypeptide or peptide is one that is modified, for example, by glycosylation, pegylation, phosphorylation, sulfation, reduction/alkylation, acylation, chemical coupling, or mild formalin treatment. A derivative may also be modified to contain a detectable label, either directly or indirectly, including, but not limited to, a radioisotope, fluorescent, and enzyme label. [00285] Some embodiments refer to nucleic acid sequence information. It is contemplated that in some embodiments, thymine (T) may be interchanged with uracil (U), or vice versa. For example, some sequences in the sequence listing may recite Ts, but these may be replaced with Us in some embodiments. In some oligonucleotides with nucleic acid sequences that include uracil, the uracil may be replaced with thymine. Similarly, in some oligonucleotides with nucleic acid sequences that include thymine, the thymine may be replaced with uracil. In some embodiments, an oligonucleotide such as an siRNA comprises or consists of RNA. In some embodiments, the oligonucleotide may include DNA. For example, the oligonucleotide may include 2’ deoxyribonucleotides. An ASO may comprise or consist of DNA. To any extent that the sequence listing contradicts the disclosure in the specification, the specification takes precedent.

[00286] Some aspects include sequences with nucleotide modifications or modified intemucleoside linkages. Generally, and unless otherwise specified, Nf (e.g. Af, Cf, Gf, Tf, or Uf) refers to a 2 ’-fluoromodified nucleoside, dN (e.g. dA, dC, dG, dT, or dU) refers to a 2’ deoxy nucleoside, n (e.g. a, c, g, t, or u) refers to a 2’-O-methyl modified nucleoside, and “s” refers to a phosphorothioate linkage.

[00287] A pyrimidine may include cytosine (C), thymine (T), or uracil (U). A pyrimidine may include C or U. A pyrimidine may include C or T. Where a pyrimidine is referred to, it may indicate a nucleoside or nucleotide comprising a pyrimidine. A purine may include guanine (G), inosine (I), adenine (A). Where a purine is referred to, it may indicate a nucleoside or nucleotide comprising a purine.

[00288] The section headings used herein are for organizational purposes only and are not to be construed as limiting the subject matter described.

IV. SEQUENCE INFORMATION

[00289] Some embodiments include one or more nucleic acid sequences in the following table:

Table 2A. Sequence Information

Table 2B. Example siRNAs with Sequences

Table 2C. Additional Example Sequences

VI. EXAMPLES

Example 1: Variants in DKK2 are associated with decreased risk of male pattern baldness [00290] Variants in DKK2 were evaluated for associations with male pattern baldness (MBP) in approximately 206,000 male individuals with genotype data from the UK Biobank cohort. Variants evaluated included (1) rs76067940, a low-frequency (AAF=0.0365) intronic variant, and (2) rs35290077, a low-frequency (AAF=0.0428) missense variant (G96R) that is predicted to be deleterious to the DKK2 protein and is a DKK2 protein quantitative trait locus (pQTL) with the alternative (G) allele associated with decreased circulating plasma DKK2. The two variants were considered to be hypomorphic or loss of function variants that may result in a decrease in the abundance or activity of the DKK2 gene product. Stepwise conditional analyses, as well as direct evaluation of linkage disequilibrium, confirmed that they are independent variants. [00291] These analyses resulted in the identification of genome-wide significant MBP-protective associations for the two variants in DKK2 (Table 3). The directional consistency between the protective effects of the two independent DKK2 variants, together with the known effects of the rs35290077 (G96R) variant on reduced levels of circulating DKK2 protein, indicate that loss-of-function or abundance of DKK2 results in protection from male pattern baldness, and that pharmacological inhibition of DKK2 may be therapeutic for MBP and related traits or diseases.

Table 3. DKK2 gene variants associated with protection from MPB

[00292] Protective variants in DKK2 result in a reduction of DKK2 mRNA following induction with Vitamin D

[00293] Lymphoblastoid cell lines (LCLs) from three age and gender-matched donors with known rs35290077 (G96R) genotypes, including a donor that was homozygous for the reference allele (rs35290077 C/C), a donor that was heterozygous (rs35290077 C/G) and a donor that was homozygous for alternative allele (rs35290077 G/G), were seeded at 500,000 cells/well in 24 well plate in complete growth media and grown overnight. LCLs were treated with 25 nM Vitamin D or vehicle (100% EtOH) for 2 days, and then harvested.

[00294] Cell lysates from Vitamin D and vehicle -treated LCLs were assayed to evaluate DKK2 mRNA expression by qPCR. LCLs from the rs35290077 homozygous reference allele donor (C/C) demonstrate an approximately 2.4-fold increase of DKK2 mRNA expression with Vitamin D treatment compared with vehicle treatment, LCLs from the rs35290077 heterozygous donor (C/G) demonstrate an approximately 1.8-fold increase of DKK2 mRNA expression with Vitamin D treatment compared with vehicle treatment and LCLs from the rs35290077 homozygous alternative allele donor (G/G) demonstrate an approximately 1.2-fold increase of DKK2 mRNA expression with Vitamin D treatment compared with vehicle treatment (FIG. 1) Therefore, each copy of the rs35290077 alternative (G) allele results in approximately 50% reduction of DKK2 mRNA induction in the presence of Vitamin D.

[00295] These data provide experimental verification that DKK2 gene variants associated with protection from MBP result in loss of DKK2 mRNA abundance or function. Accordingly, in some cases therapeutic inhibition or modulation of DKK2 may be an effective genetically -informed method of treatment for MBP and related traits or diseases.

Example 2: Bioinformatic selection of sequences in order to identify therapeutic siRNAs to downmodulate expression of the DKK2 mRNA

[00296] Screening sets were defined based on bioinformatic analysis. Therapeutic siRNAs were designed to target human DKK2. Predicted specificity in human, rhesus monkey, cynomolgus monkey, mouse, rat, rabbit, and dog was determined for sense (S) and antisense (AS) strands. These were assigned a “specificity score” which considers the likelihood of unintended downregulation of any other transcript by full or partial complementarity of an siRNA strand (up to 2 mismatches within positions 2-18) as well as the number and positions of mismatches. Thus, off-target(s) transcripts for antisense and sense strands of each siRNA were identified. As identified, siRNAs with high specificity and a low number of predicted off-targets provided a benefit of increased targeting specificity.

[00297] In addition to selecting siRNA sequences with high sequence specificity to DKK2 mRNA, siRNA sequences within the seed region were analyzed for similarity to seed regions of known miRNAs. siRNAs can function in a miRNA like manner via base-pairing with complementary sequences within the 3’-UTR of mRNA molecules. The complementarity typically encompasses the 5‘-bases at positions 2-7 of the miRNA (seed region). To circumvent siRNAs to act via functional miRNA binding sites, siRNA strands containing natural miRNA seed regions can be avoided. Seed regions identified in miRNAs from human, mouse, rat, rhesus monkey, dog, rabbit, and pig are referred to as “conserved”. Combining the “specificity score” with miRNA seed analysis yielded a “specificity category”. This is divided into categories 1-4, with 1 having the highest specificity and 4 having the lowest specificity. Each strand of the siRNA is assigned to a specificity category.

[00298] Analysis of the Genome Aggregation Database (gnomAD) to identify siRNAs targeting regions with known SNPs was also carried out to identify siRNAs that may be non-functional in individuals containing the SNP. Information regarding the positions of SNPs within the target sequence as well as minor allele frequency (MAF) in case data was obtained in this analysis.

[00299] Initial analysis of the relevant DKK2 mRNA sequence revealed few sequences that fulfil the specificity parameters and at the same time target DKK2 mRNA in all the analyzed relevant species. Therefore, independent screening subsets were designed for the therapeutic siRNAs.

[00300] The siRNAs in these subsets recognized at least the human DKK2 sequences. Therefore, the siRNAs in these subsets can be used to target human DKK2 in a therapeutic setting.

[00301] The number of siRNA sequences derived from human DKK2 mRNA (ENST00000285311, SEQ ID NO: 7599) without consideration of specificity or species cross-reactivity was 3636 (sense and antisense strand sequences included in SEQ ID NOS : 1-3636 and 3637-7272, respectively).

[00302] Prioritizing sequences for target specificity, absence of miRNA seed region sequences and SNPs as described above yielded subset A. Subset A contained 741 siRNAs, including siRNAs 12, 13, 21, 22, 24, 27, 29, 30, 31, 34, 35, 36, 38, 39, 40, 42, 43, 46, 47, 48, 51, 53, 54, 60, 63, 64, 65, 66, 67, 68, 69, 70, 74, 76, 77, 81, 84, 93, 94, 95, 98, 102, 103, 104, 105, 107, 117, 118, 119, 122, 124, 130, 131, 132, 135, 136, 137, 142, 144, 145, 149, 150, 156, 157, 159, 160, 161, 164, 165, 166, 167, 168, 169, 170, 175, 179,

180, 181, 184, 186, 188, 189, 190, 191, 192, 193, 196, 197, 198, 203, 204, 205, 211, 219, 220, 228, 229,

231, 233, 241, 242, 243, 245, 278, 283, 297, 303, 304, 308, 312, 314, 316, 317, 319, 323, 324, 325, 331,

332, 333, 335, 336, 338, 339, 340, 341, 350, 351, 411, 418, 421, 422, 425, 428, 435, 436, 439, 440, 442,

443, 445, 446, 447, 450, 455, 456, 457, 458, 459, 462, 463, 470, 472, 505, 512, 513, 514, 517, 518, 519,

520, 521, 522, 524, 525, 531, 532, 535, 537, 539, 543, 571, 572, 573, 574, 576, 577, 583, 586, 605, 609,

611, 616, 618, 666, 669, 670, 671, 677, 678, 680, 682, 698, 701, 703, 707, 712, 717, 718, 720, 721, 722, 724, 727, 728, 733, 735, 736, 737, 739, 762, 764, 784, 785, 788, 791, 792, 793, 794, 795, 798, 799, 800,

801, 802, 803, 807, 808, 809, 810, 811, 812, 813, 822, 824, 827, 831, 839, 850, 851, 852, 856, 862, 864,

865, 867, 868, 869, 870, 871, 872, 873, 874, 875, 876, 877, 878, 879, 880, 882, 883, 886, 892, 895, 896,

897, 898, 899, 900, 902, 903, 904, 905, 906, 908, 912, 918, 924, 925, 938, 939, 940, 941, 943, 949, 950,

951, 958, 963, 964, 970, 973, 974, 976, 978, 981, 983, 984, 1010, 1011, 1013, 1021, 1022, 1036, 1042, 1045, 1049, 1051, 1052, 1053, 1063, 1073, 1076, 1078, 1081, 1083, 1089, 1090, 1094, 1095, 1097, 1118, 1119, 1125, 1130, 1136, 1162, 1167, 1168, 1169, 1170, 1171, 1172, 1173, 1174, 1175, 1176, 1180, 1182,

1197, 1203, 1214, 1218, 1219, 1221, 1223, 1227, 1229, 1236, 1257, 1262, 1263, 1265, 1266, 1268, 1270,

1274, 1292, 1295, 1298, 1302, 1303, 1305, 1308, 1309, 1319, 1320, 1325, 1328, 1340, 1346, 1347, 1352, 1354, 1355, 1361, 1362, 1368, 1369, 1370, 1371, 1373, 1374, 1376, 1377, 1378, 1379, 1383, 1384, 1389,

1424, 1425, 1426, 1427, 1436, 1437, 1443, 1446, 1447, 1481, 1487, 1488, 1489, 1496, 1498, 1504, 1505,

1511, 1512, 1519, 1530, 1550, 1562, 1565, 1566, 1567, 1571, 1574, 1595, 1597, 1604, 1605, 1607, 1608,

1610, 1611, 1612, 1615, 1616, 1617, 1619, 1646, 1651, 1654, 1656, 1658, 1661, 1664, 1665, 1666, 1668,

1707, 1708, 1711, 1731, 1736, 1744, 1752, 1753, 1772, 1783, 1790, 1804, 1808, 1809, 1812, 1818, 1835, 1838, 1851, 1859, 1862, 1866, 1867, 1871, 1874, 1875, 1876, 1877, 1878, 1881, 1883, 1885, 1886, 1887,

1888, 1889, 1891, 1892, 1895, 1896, 1910, 1913, 1915, 1916, 1918, 1919, 1926, 1928, 1929, 1932, 1933,

1934, 1962, 1985, 1992, 1999, 2013, 2020, 2021, 2024, 2032, 2033, 2038, 2043, 2047, 2048, 2084, 2089, 2098, 2103, 2108, 2111, 2112, 2113, 2119, 2120, 2126, 2157, 2183, 2190, 2198, 2206, 2207, 2210, 2232,

2233, 2236, 2237, 2238, 2242, 2248, 2250, 2253, 2254, 2259, 2267, 2270, 2276, 2281, 2282, 2317, 2319,

2320, 2321, 2324, 2331, 2334, 2342, 2348, 2352, 2366, 2367, 2379, 2380, 2382, 2385, 2401, 2402, 2405,

2407, 2410, 2413, 2414, 2462, 2467, 2469, 2470, 2522, 2531, 2535, 2537, 2558, 2561, 2564, 2565, 2566,

2570, 2588, 2589, 2590, 2614, 2615, 2616, 2629, 2638, 2644, 2668, 2671, 2675, 2678, 2682, 2686, 2696,

2703, 2704, 2708, 2709, 2712, 2717, 2718, 2719, 2720, 2721, 2722, 2723, 2724, 2725, 2726, 2727, 2729,

2730, 2731, 2735, 2758, 2761, 2768, 2770, 2774, 2796, 2809, 2810, 2811, 2813, 2819, 2821, 2822, 2823,

2829, 2832, 2842, 2847, 2848, 2849, 2850, 2851, 2852, 2853, 2854, 2860, 2861, 2864, 2867, 2868, 2871,

2914, 2916, 2918, 2919, 2920, 2921, 2922, 2923, 2924, 2926, 2929, 2941, 2948, 2962, 2969, 2983, 2988,

2992, 2993, 2996, 2997, 2998, 2999, 3000, 3003, 3004, 3006, 3013, 3022, 3028, 3032, 3037, 3042, 3054,

3055, 3057, 3064, 3065, 3071, 3073, 3080, 3128, 3129, 3136, 3137, 3164, 3169, 3179, 3199, 3201, 3204,

3205, 3218, 3219, 3220, 3224, 3257, 3269, 3292, 3314, 3317, 3318, 3320, 3322, 3324, 3327, 3328, 3329,

3333, 3341, 3350, 3352, 3353, 3354, 3357, 3358, 3362, 3363, 3364, 3386, 3388, 3404, 3433, 3441, 3453,

3457, 3508, 3525, 3545, 3547, 3555, 3556, 3564, 3572, 3579, and 3636.

[00303] The siRNAs in subset A had the following characteristics: Cross-reactivity: With 19mer in human DKK2 mRNA; Specificity category: For human: AS2 or better, SS3 or better; and miRNA seeds: AS+SS strand: seed region not conserved in human, mouse, and rat and not present in >4 species; Off- target frequency: <30 human off-targets matched with 2 mismatches in antisense strand; and SNPs: siRNA target sites do not harbor SNPs with a MAF > 1% (pos. 2-18).

[00304] The siRNA sequences in subset A were selected for more stringent specificity to yield subset B. Subset B included 735 siRNAs, including siRNAs 12, 13, 21, 22, 24, 27, 29, 30, 31, 34, 35, 36, 38, 39, 40, 42, 43, 46, 47, 48, 51, 53, 54, 60, 63, 64, 65, 66, 67, 68, 69, 70, 74, 76, 77, 81, 84, 93, 94, 95, 98, 102, 103, 104, 105, 107, 117, 118, 119, 124, 130, 131, 132, 135, 136, 137, 142, 144, 145, 149, 150, 156, 157,

159, 160, 161, 164, 165, 166, 167, 168, 169, 170, 175, 179, 180, 181, 184, 186, 188, 189, 190, 191, 192,

193, 196, 197, 198, 203, 204, 205, 211, 219, 220, 228, 229, 231, 233, 242, 243, 245, 278, 283, 303, 304,

308, 312, 314, 316, 317, 319, 323, 324, 325, 331, 332, 333, 335, 336, 338, 339, 340, 341, 350, 351, 411,

418, 421, 422, 425, 428, 435, 436, 439, 440, 442, 443, 445, 446, 447, 450, 455, 456, 457, 458, 459, 462,

463, 470, 472, 505, 512, 513, 514, 517, 518, 519, 520, 521, 522, 524, 525, 531, 532, 535, 537, 539, 543,

571, 572, 573, 574, 576, 577, 583, 586, 605, 609, 611, 616, 618, 666, 669, 670, 671, 677, 678, 680, 682,

698, 701, 703, 707, 712, 717, 718, 720, 721, 722, 724, 727, 728, 733, 735, 736, 737, 739, 762, 764, 784,

785, 788, 791, 792, 793, 794, 795, 798, 799, 800, 801, 802, 803, 807, 808, 809, 810, 811, 812, 813, 822,

824, 827, 831, 839, 850, 851, 852, 856, 862, 864, 865, 867, 868, 869, 870, 871, 872, 873, 874, 875, 876,

877, 878, 879, 880, 882, 883, 886, 892, 895, 896, 897, 898, 899, 900, 902, 903, 904, 905, 906, 908, 912,

918, 924, 925, 938, 939, 940, 941, 943, 949, 950, 951, 958, 963, 964, 970, 973, 974, 976, 978, 981, 983,

984. 1010. 1011. 1013. 1021. 1022. 1036. 1042. 1045. 1049. 1051. 1052. 1053. 1063. 1073. 1076. 1078.

1081, 1083, 1089, 1090, 1094, 1095, 1097, 1118, 1119, 1125, 1130, 1136, 1162, 1167, 1168, 1169, 1170, 1171, 1172, 1173, 1174, 1175, 1176, 1180, 1182, 1197, 1203, 1214, 1218, 1219, 1221, 1223, 1227, 1229, 1236, 1257, 1262, 1263, 1265, 1266, 1268, 1270, 1274, 1292, 1295, 1298, 1302, 1303, 1305, 1308, 1309, 1319, 1320, 1325, 1328, 1340, 1346, 1347, 1352, 1354, 1355, 1361, 1362, 1368, 1369, 1370, 1371, 1373, 1374, 1376, 1377, 1378, 1379, 1383, 1384, 1389, 1424, 1425, 1426, 1427, 1436, 1437, 1443, 1446, 1447, 1481, 1487, 1488, 1489, 1496, 1498, 1504, 1505, 1511, 1512, 1519, 1530, 1550, 1562, 1565, 1566, 1567, 1571, 1574, 1595, 1597, 1604, 1605, 1607, 1608, 1610, 1611, 1612, 1615, 1616, 1617, 1619, 1651, 1654, 1656, 1658, 1661, 1664, 1665, 1666, 1668, 1707, 1708, 1711, 1731, 1736, 1744, 1752, 1753, 1772, 1783, 1790, 1804, 1808, 1809, 1812, 1818, 1835, 1838, 1851, 1859, 1862, 1866, 1871, 1874, 1875, 1876, 1877, 1878, 1881, 1883, 1885, 1886, 1887, 1888, 1889, 1891, 1892, 1895, 1896, 1910, 1913, 1915, 1916, 1918, 1919, 1926, 1928, 1929, 1932, 1933, 1934, 1962, 1985, 1992, 1999, 2013, 2020, 2021, 2024, 2032, 2033, 2038, 2043, 2047, 2048, 2084, 2089, 2098, 2103, 2108, 2111, 2112, 2113, 2119, 2120, 2126, 2157, 2183, 2190, 2198, 2206, 2207, 2210, 2232, 2233, 2236, 2237, 2238, 2242, 2248, 2250, 2253, 2254, 2259, 2267, 2270, 2276, 2281, 2282, 2317, 2319, 2320, 2321, 2324, 2331, 2334, 2342, 2348, 2352, 2366, 2367, 2379, 2380, 2382, 2385, 2401, 2402, 2405, 2407, 2410, 2413, 2414, 2462, 2467, 2469, 2470, 2522, 2531, 2535, 2537, 2558, 2561, 2564, 2565, 2566, 2570, 2588, 2589, 2590, 2614, 2615, 2616, 2629, 2638, 2644, 2668, 2671, 2675, 2678, 2682, 2686, 2696, 2703, 2704, 2708, 2709, 2712, 2717, 2718, 2719, 2720, 2721, 2722, 2723, 2724, 2725, 2726, 2727, 2729, 2730, 2731, 2735, 2758, 2761, 2768, 2770, 2774, 2796, 2809, 2810, 2811, 2813, 2819, 2821, 2822, 2823, 2829, 2832, 2842, 2847, 2848, 2849, 2850, 2851, 2852, 2853, 2854, 2860, 2861, 2864, 2867, 2868, 2871, 2914, 2916, 2918, 2919, 2920, 2921, 2922, 2923, 2924, 2926, 2929, 2941, 2948, 2962, 2969, 2983, 2988, 2992, 2993, 2996, 2997, 2998, 2999, 3000, 3003, 3004, 3006, 3013, 3022, 3028, 3032, 3037, 3042, 3054, 3055, 3057, 3064, 3065, 3071, 3073, 3080, 3128, 3129, 3136, 3137, 3164, 3169, 3179, 3199, 3201, 3204, 3205, 3218, 3219, 3220, 3224, 3257, 3269, 3292, 3314, 3317, 3318, 3320, 3322, 3324, 3327, 3328, 3329, 3333, 3341, 3350, 3352, 3353, 3354, 3357, 3358, 3362, 3363, 3364, 3386, 3388, 3404, 3433, 3441, 3453, 3457, 3508, 3545, 3547, 3555, 3556, 3564, 3572, 3579, and 3636.

[00305] The siRNAs in subset B had the following characteristics: Cross-reactivity: With 19mer in human DKK2 mRNA; Specificity category: For human: AS2 or better, SS3 or better; miRNA seeds: AS+SS strand: seed region not conserved in human, mouse, and rat and not present in >4 species; Off-target frequency: <20 human off-targets matched with 2 mismatches in antisense strand; and SNPs: siRNA target sites do not harbor SNPs with a MAF > 1% (pos. 2-18).

[00306] The siRNA sequences in subset B were further selected for absence of seed regions in the AS strand that are identical to a seed region of known human miRNA to yield subset C. Subset C includes 489 siRNAs, including siRNAs 12, 13, 21, 22, 24, 27, 29, 30, 31, 35, 36, 40, 43, 46, 47, 48, 51, 53, 54, 60, 63, 64, 65, 66, 67, 68, 69, 74, 76, 81, 84, 93, 94, 95, 102, 103, 105, 107, 119, 122, 130, 131, 132, 135, 136, 142, 144, 149, 150, 156, 157, 159, 160, 165, 166, 167, 168, 170, 175, 184, 186, 188, 190, 191, 192,

198, 203, 220, 228, 229, 231, 233, 241, 242, 243, 278, 283, 297, 308, 312, 314, 316, 317, 324, 331, 332,

333, 338, 340, 351, 418, 422, 425, 435, 439, 440, 445, 446, 456, 457, 459, 462, 470, 472, 513, 514, 517,

518, 521, 522, 524, 525, 535, 539, 543, 571, 572, 573, 576, 586, 605, 611, 616, 669, 677, 678, 680, 682,

698, 703, 707, 712, 717, 720, 722, 724, 728, 735, 736, 737, 739, 762, 764, 784, 785, 788, 791, 792, 793,

794, 795, 798, 799, 800, 801, 807, 809, 810, 811, 813, 822, 824, 850, 851, 864, 865, 867, 869, 872, 874,

875, 876, 877, 879, 880, 882, 883, 886, 892, 895, 896, 897, 898, 899, 902, 903, 904, 905, 908, 918, 924,

938, 940, 949, 951, 963, 964, 970, 973, 974, 976, 1011, 1022, 1045, 1049, 1051, 1063, 1076, 1083, 1089, 1090, 1094, 1097, 1125, 1130, 1136, 1162, 1167, 1168, 1169, 1170, 1171, 1172, 1176, 1180, 1182, 1218, 1219, 1221, 1229, 1262, 1263, 1266, 1270, 1274, 1292, 1295, 1298, 1302, 1308, 1309, 1325, 1328, 1340,

1347, 1352, 1355, 1361, 1362, 1368, 1370, 1371, 1376, 1377, 1379, 1384, 1389, 1424, 1426, 1427, 1436,

1437, 1443, 1446, 1447, 1481, 1487, 1488, 1489, 1496, 1498, 1504, 1511, 1512, 1519, 1562, 1565, 1566,

1571, 1574, 1595, 1597, 1604, 1605, 1607, 1610, 1611, 1612, 1616, 1617, 1646, 1651, 1654, 1656, 1658, 1661, 1666, 1668, 1707, 1708, 1711, 1731, 1744, 1772, 1783, 1804, 1808, 1812, 1818, 1838, 1851, 1859,

1862, 1866, 1874, 1876, 1877, 1878, 1881, 1883, 1885, 1886, 1887, 1888, 1892, 1895, 1910, 1913, 1916,

1919, 1926, 1928, 1929, 1932, 1933, 1962, 1985, 1999, 2013, 2032, 2033, 2038, 2043, 2047, 2048, 2084,

2089, 2108, 2113, 2120, 2126, 2157, 2183, 2190, 2207, 2210, 2232, 2233, 2236, 2237, 2238, 2248, 2250,

2254, 2259, 2267, 2270, 2281, 2282, 2319, 2324, 2331, 2334, 2348, 2380, 2382, 2385, 2401, 2402, 2405,

2414, 2462, 2467, 2470, 2522, 2531, 2535, 2537, 2558, 2561, 2564, 2565, 2570, 2588, 2589, 2590, 2614,

2615, 2616, 2629, 2638, 2671, 2675, 2682, 2686, 2717, 2718, 2720, 2721, 2722, 2723, 2724, 2726, 2731,

2735, 2770, 2774, 2796, 2809, 2821, 2823, 2829, 2847, 2848, 2849, 2853, 2854, 2860, 2861, 2868, 2914,

2920, 2921, 2922, 2923, 2941, 2948, 2962, 2969, 2983, 2988, 2992, 2993, 2996, 2998, 2999, 3000, 3004,

3013, 3022, 3028, 3032, 3042, 3054, 3055, 3064, 3071, 3080, 3128, 3129, 3136, 3137, 3179, 3201, 3218,

3219, 3220, 3257, 3314, 3317, 3329, 3333, 3341, 3352, 3353, 3354, 3358, 3363, 3364, 3386, 3388, 3404,

3508, 3525, 3545, 3556, 3564, 3572, and 3636.

[00307] The siRNAs in subset C had the following characteristics: Cross-reactivity: With 19mer in human DKK2 mRNA; Specificity category: For human: AS2 or better, SS3 or better; miRNA seeds: AS+SS strand: seed region not conserved in human, mouse, and rat and not present in >4 species. AS strand: seed region not identical to seed region of known human miRNA; Off-target frequency: <30 human off-targets matched with 2 mismatches by antisense strand; and SNPs: siRNA target sites do not harbor SNPs with a MAF > 1% (pos. 2-18).

[00308] The siRNA sequences in subset C were also selected for absence of seed regions in the AS or S strands that are identical to a seed region of known human miRNA in addition to having an off-target frequency of <30 human off-targets matched with 2 mismatches by antisense strand to yield subset D. Subset D includes 311 siRNAs, including siRNAs 12, 24, 29, 30, 31, 35, 36, 40, 43, 46, 47, 51, 64, 65, 66, 74, 76, 94, 95, 103, 105, 122, 130, 131, 142, 144, 160, 166, 167, 168, 186, 190, 192, 220, 229, 233, 241,

242, 243, 283, 308, 324, 338, 340, 351, 418, 422, 435, 445, 446, 456, 459, 462, 470, 472, 514, 517, 518,

521, 522, 524, 543, 571, 572, 576, 586, 605, 616, 669, 680, 707, 712, 720, 722, 724, 728, 737, 739, 764,

785, 791, 792, 795, 798, 801, 807, 809, 810, 811, 813, 824, 864, 865, 867, 872, 874, 875, 876, 877, 879,

883, 892, 895, 905, 908, 918, 940, 963, 964, 970, 1011, 1022, 1045, 1051, 1083, 1089, 1090, 1094, 1097, 1125, 1130, 1136, 1167, 1168, 1169, 1170, 1176, 1180, 1218, 1221, 1229, 1274, 1298, 1302, 1308, 1309,

1340, 1347, 1355, 1361, 1362, 1370, 1376, 1379, 1384, 1389, 1424, 1437, 1443, 1446, 1447, 1487, 1488,

1489, 1496, 1498, 1512, 1519, 1562, 1574, 1595, 1597, 1604, 1605, 1607, 1610, 1611, 1616, 1646, 1651,

1654, 1656, 1661, 1666, 1668, 1708, 1772, 1783, 1804, 1808, 1812, 1838, 1851, 1859, 1862, 1866, 1874,

1877, 1878, 1881, 1885, 1886, 1887, 1895, 1910, 1913, 1916, 1926, 1928, 1929, 1932, 1933, 1962, 1985, 1999, 2033, 2038, 2043, 2047, 2084, 2089, 2113, 2120, 2126, 2157, 2190, 2207, 2210, 2233, 2236, 2248,

2250, 2259, 2267, 2270, 2282, 2319, 2324, 2331, 2334, 2348, 2380, 2382, 2402, 2405, 2414, 2462, 2467,

2531, 2537, 2558, 2564, 2570, 2589, 2590, 2614, 2671, 2675, 2682, 2686, 2718, 2720, 2721, 2722, 2723,

2735, 2770, 2774, 2796, 2809, 2847, 2848, 2849, 2854, 2860, 2861, 2868, 2914, 2920, 2921, 2923, 2941,

2948, 2962, 2969, 2983, 2988, 2993, 2996, 2998, 2999, 3000, 3004, 3013, 3032, 3042, 3054, 3055, 3080,

3128, 3129, 3136, 3218, 3219, 3317, 3329, 3333, 3341, 3352, 3353, 3354, 3358, 3363, 3364, 3388, 3404,

3508, 3525, 3556, 3564, and 3572.

[00309] The siRNA sequences in subset D were also selected to have an off-target frequency of <20 human off-targets matched with 2 mismatches by antisense strand to yield subset E. Subset E includes 307 siRNAs, including siRNAs 12, 24, 29, 30, 31, 35, 36, 40, 43, 46, 47, 51, 64, 65, 66, 74, 76, 94, 95, 103, 105, 130, 131, 142, 144, 160, 166, 167, 168, 186, 190, 192, 220, 229, 233, 242, 243, 283, 308, 324, 338,

340, 351, 418, 422, 435, 445, 446, 456, 459, 462, 470, 472, 514, 517, 518, 521, 522, 524, 543, 571, 572,

576, 586, 605, 616, 669, 680, 707, 712, 720, 722, 724, 728, 737, 739, 764, 785, 791, 792, 795, 798, 801,

807, 809, 810, 811, 813, 824, 864, 865, 867, 872, 874, 875, 876, 877, 879, 883, 892, 895, 905, 908, 918,

940, 963, 964, 970, 1011, 1022, 1045, 1051, 1083, 1089, 1090, 1094, 1097, 1125, 1130, 1136, 1167, 1168, 1169, 1170, 1176, 1180, 1218, 1221, 1229, 1274, 1298, 1302, 1308, 1309, 1340, 1347, 1355, 1361,

1362, 1370, 1376, 1379, 1384, 1389, 1424, 1437, 1443, 1446, 1447, 1487, 1488, 1489, 1496, 1498, 1512,

1519, 1562, 1574, 1595, 1597, 1604, 1605, 1607, 1610, 1611, 1616, 1651, 1654, 1656, 1661, 1666, 1668,

1708, 1772, 1783, 1804, 1808, 1812, 1838, 1851, 1859, 1862, 1866, 1874, 1877, 1878, 1881, 1885, 1886,

1887, 1895, 1910, 1913, 1916, 1926, 1928, 1929, 1932, 1933, 1962, 1985, 1999, 2033, 2038, 2043, 2047, 2084, 2089, 2113, 2120, 2126, 2157, 2190, 2207, 2210, 2233, 2236, 2248, 2250, 2259, 2267, 2270, 2282,

2319, 2324, 2331, 2334, 2348, 2380, 2382, 2402, 2405, 2414, 2462, 2467, 2531, 2537, 2558, 2564, 2570,

2589, 2590, 2614, 2671, 2675, 2682, 2686, 2718, 2720, 2721, 2722, 2723, 2735, 2770, 2774, 2796, 2809,

2847, 2848, 2849, 2854, 2860, 2861, 2868, 2914, 2920, 2921, 2923, 2941, 2948, 2962, 2969, 2983, 2988,

2993, 2996, 2998, 2999, 3000, 3004, 3013, 3032, 3042, 3054, 3055, 3080, 3128, 3129, 3136, 3218, 3219,

3317, 3329, 3333, 3341, 3352, 3353, 3354, 3358, 3363, 3364, 3388, 3404, 3508, 3556, 3564, and 3572. [00310] Therapeutic siRNAs were designed to target human DKK2 as described above and, in some cases, the DKK2 sequence of at least one toxicology-relevant species, in this case, the non-human primate (NHP) cynomolgus monkey. The siRNAs included in subset F had the following characteristics: Crossreactivity: With 19mer in human DKK2 mRNA, with 17mer/19mer in NHP DKK2; Specificity category: For human and NHP: AS2 or better, SS3 or better.

[00311] Subset F includes 40 siRNAs, including siRNAs 822, 824, 827, 918, 949, 950, 951, 1083, 1180, 1182, 1203, 1214, 1218, 1219, 1221, 1223, 1227, 1229, 1236, 1292, 1319, 1320, 1325, 1328, 1443, 1446, 1550, 2348, 2588, 2589, 2590, 3508, 3525, 3545, 3547, 3555, 3556, 3564, 3572, and 3579.

[00312] In some cases, the sense strand of any of the siRNAs of subset F comprises siRNA with a particular modification pattern. In this modification pattern, position 9 counting from the 5’ end of the of the sense strand is has the 2’F modification. If position 9 of the sense strand is a pyrimidine, then all purines in the sense strand have the 2’OMe modification. If position 9 is the only pyrimidine between positions 5 and 11 of the sense stand, then position 9 is the only position with the 2’F modification in the sense strand. If position 9 and only one other base between positions 5 and 11 of the sense strand are pyrimidines, then both of these pyrimidines are the only two positions with the 2’F modification in the sense strand. If position 9 and only two other bases between positions 5 and 11 of the sense strand are pyrimidines, and those two other pyrimidines are in adjacent positions so that there would be not three 2’F modifications in a row, then any combination of 2’F modifications can be made that give three 2’F modifications in total. If there are >2 pyrimidines between positions 5 and 11 of the sense strand, then all combinations of pyrimidines having the 2’F modification are allowed that have three to five 2’F modifications in total, provided that the sense strand does not have three 2’F modifications in a row. [00313] If position 9 of the sense strand is a purine, then all purines in the sense strand have the 2’OMe modification. If position 9 is the only purine between positions 5 and 11 of the sense stand, then position 9 is the only position with the 2’F modification in the sense strand. If position 9 and only one other base between positions 5 and 11 of the sense strand are purines, then both of these purines are the only two positions with the 2’F modification in the sense strand. If position 9 and only two other bases between positions 5 and 11 of the sense strand are purines, and those two other purines are in adjacent positions so that there would be not three 2’F modifications in a row, then any combination of 2’F modifications can be made that give three 2’F modifications in total. If there are >2 purines between positions 5 and 11 of the sense strand, then all combinations of purines having the 2’F modification are allowed that have three to five 2’F modifications in total, provided that the sense strand does not have three 2’F modifications in a row. [00314] In some cases, position 9 of the sense strand can be a 2’deoxy. In these cases, 2’F and 2’0Me modifications may occur at the other positions of the sense strand.

[00315] In some cases, the sense strand of any of the siRNAs of subset F comprises a modification pattern which conforms to these sense strand rules (Table 4).

[00316] In some cases, the antisense strand of any of the siRNAs of subset F comprise a modification or modification pattern. Some such examples are included in Table 4. Table 5 includes some additional sense strand modifications of the siRNAs in subset F. The siRNAs in subset F may comprise any other modification pattem(s). In Table 4 and Table 5, Nf (e.g. Af, Cf, Gf, Tf, or Uf) is a 2’-fluoro-modified nucleoside, dN (e.g. dA, dC, dG, dT, or dU) is a 2’ deoxy-modified nucleoside, n (e.g. a, c, g, t, or u) is a 2’-O-methyl modified nucleoside, and “s” is a phosphorothioate linkage.

Table 4. Modified Screening Set (Subset G)

Table 5. Alternatively Modified Screening Set (Subset H)

[00317] Any siRNA among any of subsets A-H may comprise any modification pattern described herein. If a sequence has a different number of nucleotides in length than a modification pattern, the modification pattern may still be used with the appropriate number of additional nucleotides added 5 ’ or 3 ’ to match the number of nucleotides in the modification pattern. For example, if a sense or antisense strand of the siRNA among any of subsets A-H comprises 19 nucleotides, and a modification pattern comprises 21 nucleotides, UU may be added onto the 5’ end of the sense or antisense strand.

Example 3: In vivo delivery of siRNA in C57 mice

[00318] A published model of hair growth where application of dexamethasone was used to assess the ability of DKK2 mRNA reduction to prevent catagen phase (Paus, R; Handjiski, B; Czametzki, B.; Eichmtiller, S A Murine Model for Inducing and Manipulating Hair Follicle Regression (Catagen): Effects of Dexamethasone and Cyclosporin A Journal of Investigative Dermatology 1994, 103, 143-147.) On day 0 of study groups of two groups of four using 59-day-old mice had an area on their back shaved and depilated using hair removal cream containing urea and potassium thioglycolate (Nad’s for Men Hair Removal cream). Following hair removal, 30 ug ETD01043 or ETD01551 formulated in 10 pl of 1 part azone: 32 parts propylene glycol was applied to the shaved area. ETD01043 was used as a control and targeted human ANGPTL7, and ETD01551 targeted DKK2. The application of siRNA’s was repeated on days, 2, 5 and 7. On day 9 of study, formulations containing 30 ug ETD01043 or ETD01551, and 10 ug dexamethasone acetate formulated in 10 pl of 1 part azone: 32 parts propylene glycol were applied to the shaved areas. The formulations containing dexamethasone and siRNA were repeated on days 10, 11, 12, 13 and 14.

[00319] Pictures of the hair growth area were taken on day 14 of study. The animals treated with ETD01043, which did not target DKK2 mRNA, showed pronounced graying indicative of the catagen phase, while ETD01551, which targeted DKK2, did not show graying (FIG. 2A-2B).

[00320] On day 16 of the study, the animals were euthanized, and skin samples of the siRNA-applied areas were obtained by punch biopsy and placed into RNAlater. Total skin RNA was prepared by homogenizing the tissue in homogenization buffer (Maxwell RSC simplyRNA Tissue Kit) using a Percellys 24 tissue homogenizer (Bertin Instruments) set at 5000 rpm for two 10 second cycles. The homogenate was centrifuged for 10’ at 16,000xg at 4C and the lower liquid layer was removed to a fresh tube. The sample was centrifuged two additional times, each time removing the lower liquid layer to a fresh tube. Total RNA from the lysate was purified on a Maxwell RSC 48 platform (Promega Corporation) according to the manufacturer’s recommendations. Preparation of cDNA was performed using Quanta qScript cDNA SuperMix (VWR, Catalog# 95048-500) according to the manufacturer’s instructions. The relative levels of mouse DKK2 mRNA were assessed by RT-qPCR in triplicate on a QuantStudio™ 6 Pro Real-Time PCR System using and the mouse housekeeping gene PPIA (ThermoFisher, assay#Mm02342430_g I ). Data were normalized to the level in animals receiving ETD01043, which showed that an average DKK2 knockdown of 87% for the animals treated with DKK2- targeting ETD01551 .

[00321] Some example siRNAs are shown in Table 6, where Nf (e.g. Af, Cf, Gf, Tf, or Uf) is a 2’-fluoro- modified nucleoside, n (e.g. a, c, g, t, or u) is a 2’-O-methyl modified nucleoside, and “s” is a phosphorothioate linkage. In addition to ETD01043 and ETD01551, this table includes additional siRNAs that may be tested as described above, or which may be used in a method disclosed herein. The siRNAs in this table may target mouse DKK2. Table 6. siRNAs for in vivo models

Example 4: siRNA-mediated knockdown of DKK2 in dermal fibroblast cell line

[00322] In this prophetic experiment, siRNAs targeted to the DKK2 mRNA that downregulate levels of DKK2 mRNA are transfected into cultured dermal fibroblast cell. Downregulation of DKK2 mRNA (and ultimately protein) subsequently leads to an increase in protein levels of [3-catenin, a-SMA, and collagens I and III in cultured dermal fibroblast cells.

[00323] On Day 0, the dermal fibroblast cells are seeded at 150,000 cells/mL into a Falcon 24-well tissue culture plate (Cat. No. 353047) at 0.5 mL per well.

[00324] On Day 1, the DKK2 siRNA and negative control siRNA master mixes are prepared. The DKK2 siRNA master mix contains 350 pL of Opti-MEM (ThermoFisher Cat. No. 4427037 - sl288 Lot No. AS02B02D) and 3.5 pL of a mixture of the two DKK2 siRNAs (10 pM stock). The negative control siRNA master mix contains 350 pL of Opti-MEM and 3.5 pL of negative control siRNA (ThermoFisher Cat. No. 4390843, 10 pM stock). Next, 3 pL of TransIT-X2 (Minis Cat. No. MIR6000) is added to each master mix. The mixes are incubated for 15 minutes to allow transfection complexes to form, then 51 pL of the appropriate master mix + TransIT-X2 is added to quadruplicate wells of dermal fibroblast cells with a final siRNA concentration of 10 nM.

[00325] On Day 3, 48 hours post transfection, duplicate wells of dermal fibroblast cells are lysed using the Cells-to-Ct kit according to the manufacturer’s protocol (ThermoFisher Cat. No. 4399002). In brief, cells are washed with 50 pL using cold IX PBS and lysed by adding 49.5 pL of Lysis Solution and 0.5 pL DNase I per well and pipetting up and down 5 times and incubating for 5 minutes at room temperature. The Stop Solution (5 pL/well) is added to each well and mixed by pipetting up and down five times and incubating at room temperature for 2 minutes. The reverse transcriptase reaction is performed using 22.5 pL of the lysate according to the manufacturer’s protocol. Samples are stored at -80 °C until real-time qPCR is performed in triplicate using TaqMan Gene Expression Assays (Applied Biosystems FAM/DKK2 using a BioRad iCycler).

[00326] On Day 3, 48 hours post transfection, corresponding duplicate wells to the those lysed with the Cells-to-Ct kit are lysed with (IX PBS, 1% NP-40, 0. 1% sodium dodecylsulfate (SDS), 5 mM EDTA, 0.5% sodium deoxycholate, and 1 mM sodium orthovanadate) with protease inhibitors (Pierce). In brief, cells are washed with 50 pL using cold IX PBS and lysed by adding 100 pL of RIP A buffer and triturated 5 times by manual pipet. The protein concentrations in the cell lysates are determined by BCA Protein Assay Kit (Pierce). SDS-PAGE is done in 8% glycine gels (Bio-rad) loading equal amount of proteins per lane. After electrophoresis, separated proteins are transferred to nitrocellulose membrane (Bio-rad) and blocked with 5% non-fat milk in TBST buffer for Ih. After that, the membranes are incubated with DKK2 (1:600; CST), [3-Catenin (1:800; CST), alpha smooth muscle Actin (1:800; abeam), Collagen I (1:800; abeam), Collagen III (1:800; abeam) and GAPDH (1:2,000; CST), loading control, antibodies overnight at 4°C, and then anti-rabbit IgG monoclonal antibody conjugated with horseradish peroxidase (Pierce) at 1:2000 dilution for 1 h at room temperature. Protein bands are detected using the West Femto system (Pierce).

[00327] A decrease in DKK2 mRNA expression in the dermal fibroblast cells is expected after transfection with the DKK2 siRNAs compared to DKK2 mRNA levels in dermal fibroblast cells transfected with the non-specific control siRNA 48 hours after transfection. There is an expected increase in protein levels of [3-catenin, a-SMA, and collagens I and III in wells containing dermal fibroblast s cells transfected with the DKK2 siRNAs relative to the amount of [3-catenin, a-SMA, and collagens I and III in wells containing dermal fibroblast cells transfected with a non-specific control siRNA 48 hours after transfection. These results show that the DKK2 siRNAs elicit knockdown of DKK2 mRNA in dermal fibroblast cells and that the decrease in DKK2 expression is correlated with an increase in [3-catenin, a- SMA, and collagens I and III production.

Example 5: ASO-mediated knockdown of DKK2 in dermal fibroblast cell line

[00328] In this prophetic experiment, ASOs targeted to the DKK2 mRNA that downregulate levels of DKK2 mRNA are transfected into cultured dermal fibroblast cell. Downregulation of DKK2 mRNA (and ultimately protein) subsequently leads to an increase in protein levels of [3-catenin, a-SMA, and collagens I and III in cultured dermal fibroblast cells.

[00329] On Day 0, the dermal fibroblast cells are seeded at 150,000 cells/mL into a Falcon 24-well tissue culture plate (Cat. No. 353047) at 0.5 mb per well.

[00330] On Day 1, the DKK2 ASO and negative control ASO master mixes are prepared. The DKK2 ASO master mix contains 350 pL of Opti-MEM (ThermoFisher Cat. No. 4427037 - sl288 Lot No. AS02B02D) and 3.5 pL of a mixture of the two DKK2 ASOs (10 pM stock). The negative control ASO master mix contains 350 pL of Opti-MEM and 3.5 pL of negative control ASO (ThermoFisher Cat. No. 4390843, 10 pM stock). Next, 3 pL of TransIT-X2 (Minis Cat. No. MIR6000) is added to each master mix. The mixes are incubated for 15 minutes to allow transfection complexes to form, then 51 pL of the appropriate master mix + TransIT-X2 is added to quadruplicate wells of dermal fibroblast cells with a final ASO concentration of 10 nM.

[00331] On Day 3, 48 hours post transfection, duplicate wells of dermal fibroblast cells are lysed using the Cells-to-Ct kit according to the manufacturer’s protocol (ThermoFisher Cat. No. 4399002). In brief, cells are washed with 50 pL using cold IX PBS and lysed by adding 49.5 pL of Lysis Solution and 0.5 pL DNase I per well and pipetting up and down 5 times and incubating for 5 minutes at room temperature. The Stop Solution (5 pL/well) is added to each well and mixed by pipetting up and down five times and incubating at room temperature for 2 minutes. The reverse transcriptase reaction is performed using 22.5 pL of the lysate according to the manufacturer’s protocol. Samples are stored at -80 °C until real-time qPCR is performed in triplicate using TaqMan Gene Expression Assays (Applied Biosystems FAM/DKK2 using a BioRad iCycler).

[00332] On Day 3, 48 hours post transfection, corresponding duplicate wells to the those lysed with the Cells-to-Ct kit are lysed with (IX PBS, 1% NP-40, 0. 1% sodium dodecylsulfate (SDS), 5 mM EDTA, 0.5% sodium deoxycholate, and 1 mM sodium orthovanadate) with protease inhibitors (Pierce). In brief, cells are washed with 50 pL using cold IX PBS and lysed by adding 100 pL of RIP A buffer and triturated 5 times by manual pipet. The protein concentrations in the cell lysates are determined by BCA Protein Assay Kit (Pierce). SDS-PAGE is done in 8% glycine gels (Bio-rad) loading equal amount of proteins per lane. After electrophoresis, separated proteins are transferred to nitrocellulose membrane (Bio-rad) and blocked with 5% non-fat milk in TBST buffer for Ih. After that, the membranes are incubated with DKK2 (1:600; CST), [3-Catenin (1:800; CST), alpha smooth muscle Actin (1:800; abeam), Collagen I (1:800; abeam), Collagen III (1:800; abeam) and GAPDH (1:2,000; CST), loading control, antibodies overnight at 4°C, and then anti-rabbit IgG monoclonal antibody conjugated with horseradish peroxidase (Pierce) at 1:2000 dilution for 1 h at room temperature. Protein bands are detected using the West Femto system (Pierce).

[00333] A decrease in DKK2 mRNA expression in the dermal fibroblast cells is expected after transfection with the DKK2 ASOs compared to DKK2 mRNA levels in dermal fibroblast cells transfected with the non-specific control ASO 48 hours after transfection. There is an expected increase in protein levels of P-catenin, a-SMA, and collagens I and III in wells containing dermal fibroblast s cells transfected with the DKK2 ASOs relative to the amount of -catenin, a-SMA, and collagens I and III in wells containing dermal fibroblast cells transfected with a non-specific control ASO 48 hours after transfection. These results show that the DKK2 ASOs elicit knockdown of DKK2 mRNA in dermal fibroblast cells and that the decrease in DKK2 expression is correlated with an increase in p-catenin, a- SMA, and collagens I and III production. Example 6: Inhibition of DKK2 in a mouse model of hair regrowth using modified DKK2 siRNAs and ASOs

[00334] In this prophetic experiment, a mouse model of hair regrowth is used to evaluate the effect of siRNA and ASO inhibition of DKK2. The model involves treatment of shaved skin in 50 day old C57BL mice. Mice typically begin telogen at approximately post-natal day 50, and enter anagen 4-5 weeks later. [00335] Briefly, mice are divided into four groups: Group 1 - a group treated with non-targeting control siRNA, Group 2 - a group treated with non-targeting control ASO, Group 3 - a group treated with DKK2 siRNA 1, Group 4 - a group treated with DKK2 ASO1. Each group contains eight mice (4 males, 4 females). Each group has an equal portion of the hind limb shaved divided visually into 12 sections. Each section is assessed weekly and given a s.

[00336] Administration of siRNA or ASO is achieved with a topical application of siRNA or ASO resuspended in vehicle at concentration of lOuM to the portion of the mouse skin initially exposed by shaving. On Study Day 0, Group 1 mice will be treated with non -targeting control siRNA, Group 2 mice will be treated with non-targeting control ASO, Group 3 mice will be treated with siRNA 1 targeting human DKK2, Group 4 mice will be treated with ASO1 targeting human DKK2, and Group 5 mice will be treated with vehicle. Mice are treated once a week for 7 weeks with the final assessment taken 7 days after final treatment.

[00337] 7 days after the final treatment, the mice are sacrificed by cervical dislocation following an intraperitoneal injection of 0.3 ml Nembutal (5 mg/ml). The shaved portion of skin tissue is collected and stored in RNAlater.

[00338] mRNA is isolated from tissue placed in RNAlater solution using the PureLink kit according to the manufacturer’s protocol (ThermoFisher Cat. No. 12183020). The reverse transcriptase reaction is performed according to the manufacturer’s protocol. Samples are stored at -80 °C until real-time qPCR is performed in triplicate using TaqMan Gene Expression Assays (Applied Biosystems FAM/DKK2 using a BioRad iCycler). There is an expected decrease in DKK2 mRNA expression in skin tissue from mice dosed with the DKK2 siRNA 1 or ASO1 compared to DKK2 mRNA levels in the skin tissue from mice dosed with the non-specific controls. There is an expected increase in hair growth in the mice that receive the DKK2 siRNA or ASO compared to the hair growth in mice that receive the non-specific control. These results show that the DKK2 siRNA or ASO elicit knockdown of DKK2 mRNA in a mouse model of hair regrowth and that the decrease in DKK2 expression is correlated with a shortened telogen and accelerated anagen phase resulting in an increase in total hair regrowth.

Example 7: Clinical experiments of inhibition of DKK2 on hair loss

[00339] In this prophetic experiment, human subjects with hair loss (including male pattern baldness, alopecia areata, or non-scarring hair loss) are treated topically with an siRNA or ASO targeting DKK2, or with a control such as a placebo. For example, a topical formulation comprising the siRNA or ASO is administered to the scalp of the subject.

[00340] Signs and symptoms of hair loss are observed before, during, and after the treatment. For example, any one or more of the following may be determined: Men's Hair Growth Questionnaire (MHGQ) results, Kingsley Alopecia Profile (KAP) results, total hair counts, vellus hair counts, non-vellus hair counts, hair thickness measurements, hair density measurements, numbers of hair follicles (including total hair follicles, terminal hair follicles, anagen hair follicles, telogen hair follicles, catagen hair follicles, vellus or vellus-like miniaturized hair follicles, and indeterminate hair follicles), and protein and mRNA levels for [3-catenin, a-SMA, collagen I, and collagen III. Additionally, DKK2 protein (circulating and skin) levels and DKK2 mRNA (skin) levels are determined. The topical treatment with either the siRNA or the ASO is expected to improve these measurements.

Example 8: Oligonucleotide Synthesis

[00341] Oligonucleotides such as siRNAs may be synthesized according to phosphoramidite technology on a solid phase. For example, a K&A oligonucleotide synthesizer may be used. Syntheses may be performed on a solid support made of controlled pore glass (CPG, 500 A or 600 A, obtained from AM Chemicals, Oceanside, CA, USA). All 2'-0Me and 2’-F phosphoramidites may be purchased from Hongene Biotech (Union City, CA, USA). All phosphoramidites may be dissolved in anhydrous acetonitrile (100 mM) and molecular sieves (3 A) may be added. 5 -Benzylthio- IH-tetrazole (BTT, 250 mM in acetonitrile) or 5-Ethylthio-lH-tetrazole (ETT, 250 mM in acetonitrile) may be used as activator solution. Coupling times may be 9-18 min (e.g. with a GalNAc such as ETL17), 6 min (e.g. with 2'0Me and 2'F). In order to introduce phosphorothioate linkages, a 100 mM solution of 3-phenyl 1,2,4- dithiazoline-5-one (POS, obtained from PolyOrg, Inc., Leominster, Mass., USA) in anhydrous acetonitrile may be employed.

[00342] After solid phase synthesis, the dried solid support may be treated with a 1 : 1 volume solution of 40 wt. % methylamine in water and 28% ammonium hydroxide solution (Aldrich) for two hours at 30° C. The solution may be evaporated and the solid residue may be reconstituted in water and purified by anionic exchange HPLC using a TKSgel SuperQ-5PW 13u column. Buffer A may be 20 mM Tris, 5 mM EDTA, pH 9.0 and contained 20% Acetonitrile and buffer B may be the same as buffer A with the addition of 1 M sodium chloride. UV traces at 260 nm may be recorded. Appropriate fractions may be pooled then desalted using Sephadex G-25 medium.

[00343] Equimolar amounts of sense and antisense strand may be combined to prepare a duplex. The duplex solution may be prepared in 0. 1 xPBS (Phosphate-Buffered Saline, l x, Gibco). The duplex solution may be annealed at 95° C. for 5 min, and cooled to room temperature slowly. Duplex concentration may be determined by measuring the solution absorbance on a UV-Vis spectrometer at 260 nm in 0.1 xPBS. For some experiments, a conversion factor may be calculated from an experimentally determined extinction coefficient.

Example 9: GalNAc ligand for hepatocyte targeting of oligonucleotides

[00344] Without limiting the disclosure to these individual methods, there are at least two general methods for attachment of multivalent N-acetylgalactosamine (GalNAc) ligands to oligonucleotides: solid or solution-phase conjugations. GalNAc ligands may be attached to solid phase resin for 3’ conjugation or at the 5’ terminus using GalNAc phosphoramidite reagents. GalNAc phosphoramidites may be coupled on solid phase as for other nucleosides in the oligonucleotide sequence at any position in the sequence.

Reagents for GalNAc conjugation to oligonucleotides are shown in Table 7.

Table 7. GalNAc Conjugation Reagents [00345] In solution phase conjugation, the oligonucleotide sequence — including a reactive conjugation site — is formed on the resin. The oligonucleotide is then removed from the resin and GalNAc is conjugated to the reactive site.

[00346] The carboxy GalNAc derivatives may be coupled to amino-modified oligonucleotides. The peptide coupling conditions are known to the skilled in the art using a carbodiimide coupling agent like DCC (N,N'-Dicyclohexylcarbodiimide), EDC (N-(3-dimethylaminopropyl)-N'-ethylcarbodiimide) or EDC.HC1 (N-(3-dimethylaminopropyl)-N'-ethylcarbodiimide hydrochloride and an additive like HOBt (1- hydroxybenztriazole), HOSu (N -hydroxy succinimide), TBTU (N,N,N',N'-Tetramethyl-O-(benzotriazol-l- yljuronium tetrafluoroborate, HBTU (2-(lH-benzotriazol-l-yl)-l,l,3,3-tetramethyluronium hexafluorophosphate) or HO At (l-Hydroxy-7-azabenzotriazole and common combinations thereof such as TBTU/HOBt or HBTU/HOAt to form activated amine -reactive esters.

[00347] Amine groups may be incorporated into oligonucleotides using a number of known, commercially available reagents at the 5’ terminus, 3’ terminus or anywhere in between.

[00348] Non-limiting examples of reagents for oligonucleotide synthesis to incorporate an amino group include:

• 5’ attachment:

• 6-(4-Monomethoxytritylamino)hexyl-(2-cyanoethyl)-(N,N-diisopropyl)-phosphoramidite CAS Number: 114616-27-2

• 5'-Amino-Modifier TEG CE-Phosphoramidite

• 10-(O-trifluoroacetamido-N-ethyl)-triethyleneglycol-l-[(2-cyanoethyl)-(N,N-diisopropyl)]- phosphoramidite

• 3’ attachment:

• 3'-Amino-Modifier Serinol CPG

• 3 -Dimethoxytrityloxy-2-(3 -(fluorenylmethoxycarbonylamino)propanamido)propyl- l-O- succinyl-long chain alkylamino-CPG (where CPG stands for controlled-pore glass and is the solid support)

• Amino-Modifier Serinol Phosphoramidite

• 3-Dimethoxytrityloxy-2-(3-(fluorenylmethoxycarbonylamino)propanamido)propyl-l-O-(2- cyanoethyl) -(N,N -diisopropyl) -phosphoramidite

[00349] Internal (base modified):

• Amino-Modifier C6 dT

• 5'-Dimethoxytrityl-5-[N-(trifluoroacetylaminohexyl)-3-acrylimido]-2'-deoxyUridine,3'-[(2- cyanoethyl)-(N,N-diisopropyl)]-phosphoramidite. CAS Number: 178925-21-8

[00350] Solution phase conjugations may occur after oligonucleotide synthesis via reactions between non- nucleosidic nucleophilic functional groups that are attached to the oligonucleotide and electrophilic GalNAc reagents. Examples of nucleophilic groups include amines and thiols, and examples of electrophilic reagents include activated esters (e.g. N-hydroxysuccinimide, pentafluorophenyl) and maleimides.

Example 10: GalNAc ligands for hepatocyte targeting of oligonucleotides

[00351] Without limiting the disclosure to these individual methods, there are at least two general methods for attachment of multivalent N-acetylgalactosamine (GalNAc) ligands to oligonucleotides: solid or solution-phase conjugations. GalNAc ligands may be attached to solid phase resin for 3’ conjugation or at the 5’ terminus using GalNAc phosphoramidite reagents. GalNAc phosphoramidites may be coupled on solid phase as for other nucleosides in the oligonucleotide sequence at any position in the sequence. A non-limiting example of a phosphoramidite reagent for GalNAc conjugation to a 5’ end oligonucleotide is shown in Table 8.

[00352] The following includes examples of synthesis reactions used to create a GalNAc moiety:

Scheme for the preparation ofNAcegal-Linker-TMSOTf

5A NAcegal-Linker-TMSOTf

General procedure for preparation of Compound 2A

[00353] To a solution of Compound 1A (500 g, 4.76 mol, 476 mL) in 2-Methly-THF (2.00 L) is added CbzCl (406 g, 2.38 mol, 338 mL) in 2-Methyl-THF (750 mL) dropwise at 0 °C. The mixture is stirred at 25 °C for 2 hrs under N2 atmosphere. TLC (DCM: MeOH = 20: 1, PMA) may indicate CbzCl is consumed completely and one new spot (Rf = 0.43) formed. The reaction mixture is added HCl/EtOAc (1 N, 180 mL) and stirred for 30 mins, white solid is removed by filtration through celite, the filtrate is concentrated under vacuum to give Compound 2A (540 g, 2.26 mol, 47.5% yield) as a pale yellow oil and used into the next step without further purification. 'H NMR: 57.28 - 7.41 (m, 5 H), 5.55 (br s, 1 H), 5.01 - 5.22 (m, 2 H), 3.63 - 3.80 (m, 2 H), 3.46 - 3.59 (m, 4 H), 3.29 - 3.44 (m, 2 H), 2.83 - 3.02 (m, 1 H).

General procedure for preparation of Compound 4A

3A 4A

[00354] To a solution of Compound 3A (1.00 kg, 4.64 mol, HC1) in pyridine (5.00 L) is added acetyl acetate (4.73 kg, 46.4 mol, 4.34 L) dropwise at 0 °C under N2 atmosphere. The mixture is stirred at 25 °C for 16 hrs under N2 atmosphere. TLC (DCM: MeOH = 20: 1, PMA) indicated Compound 3A is consumed completely and two new spots (Rf = 0.35) formed. The reaction mixture is added to cold water (30.0 L) and stirred at 0 °C for 0.5 hr, white solid formed, fdtered and dried to give Compound 4A (1.55 kg, 3.98 mol, 85.8% yield) as a white solid and used in the next step without further purification. ’H NMR: 5 7.90 (d, J = 9.29 Hz, 1 H), 5.64 (d, J = 8.78 Hz, 1 H), 5.26 (d, J = 3.01 Hz, 1 H), 5.06 (dd, J = 11.29, 3.26 Hz, 1 H), 4.22 (t, J = 6.15 Hz, 1 H), 3.95 - 4.16 (m, 3 H), 2.12 (s, 3 H), 2.03 (s, 3 H), 1.99 (s, 3 H), 1.90 (s, 3

H), 1.78 (s, 3 H).

General procedure for preparation of Compound 5A

[00355] To a solution of Compound 4A (300 g, 771 mmol) in DCE (1.50 L) is added TMSOTf (257 g, 1.16 mol, 209 mL) and stirred for 2 hrs at 60 °C, and then stirred for 1 hr at 25 °C. Compound 2A (203 g, 848 mmol) is dissolved in DCE (1.50 L) and added 4 A powder molecular sieves (150 g) stirring for 30 mins under N2 atmosphere. Then the solution of Compound 4A in DCE is added dropwise to the mixture at 0 °C. The mixture is stirred at 25 °C for 16 hrs under N2 atmosphere. TLC (DCM: MeOH = 25: 1, PMA) indicated Compound 4A is consumed completely and new spot (Rf = 0.24) formed. The reaction mixture is fdtered and washed with sat. NaHCOs (2.00 L), water (2.00 L) and sat. brine (2.00 L). The organic layer is dried over anhydrous Na2SO4, fdtered and concentrated under reduced pressure to give a residue. The residue is triturated with 2-Me-THE/heptane (5/3, v/v, 1.80 L) for 2 hrs, fdtered and dried to give Compound 5A (225 g, 389 mmol, 50.3% yield, 98.4% purity) as a white solid. ’H NMR: 5 7.81 (d, J = 9.29 Hz, 1 H), 7.20 - 7.42 (m, 6 H), 5.21 (d, J = 3.26 Hz, 1 H), 4.92 - 5.05 (m, 3 H), 4.55 (d, J = 8.28

Hz, 1 H), 3.98 - 4.07 (m, 3 H), 3.82 - 3.93 (m, 1 H),3.71 - 3.81 (m, 1 H), 3.55 - 3.62 (m, 1 H), 3.43 - 3.53

(m, 2 H), 3.37 - 3.43 (m, 2 H), 3.14 (q, J = 5.77 Hz, 2 H), 2.10 (s, 3 H), 1.99 (s, 3 H), 1.89 (s, 3 H), 1.77 (s, 3 H).

General procedure for preparation of NAcegal-Linker-Tosylate salt

[00356] To a solution of Compound 5A (200 g, 352 mmol) in THF (1.0 L) is added dry Pd/C (15.0 g, 10% purity) and TsOH (60.6 g, 352 mmol) under N2 atmosphere. The suspension is degassed under vacuum and purged with H2 several times. The mixture is stirred at 25 °C for 3 hrs under H2 (45 psi) atmosphere. TLC (DCM: MeOH = 10: 1, PMA) indicated Compound 5A is consumed completely and one new spot (Rf = 0.04) is formed. The reaction mixture is fdtered and concentrated (< 40 °C) under reduced pressure to give a residue. Diluted with anhydrous DCM (500 mL, dried overnight with 4 A molecular sieves (dried at 300 °C for 12 hrs)) and concentrate to give a residue and run Karl Fisher (KF) to check for water content. This is repeated 3 times with anhydrous DCM (500 mL) dilutions and concentration to give NAcegal-Linker-TMSOTf (205 g, 95.8% yield, TsOH salt) as a foamy white solid. ’H NMR: 5 7.91 (d, J = 9.03 Hz, 1 H), 7.53 - 7.86 (m, 2 H), 7.49 (d, J = 8.03 Hz, 2 H), 7.13 (d, J = 8.03 Hz, 2 H), 5.22 (d, J = 3.26 Hz, 1 H), 4.98 (dd, J = 11.29, 3.26 Hz, 1 H), 4.57 (d, J = 8.53 Hz, 1 H), 3.99 - 4.05 (m, 3 H), 3.87 - 3.94 (m, 1 H), 3.79 - 3.85 (m, 1 H), 3.51 - 3.62 (m, 5 H), 2.96 (brt, J = 5.14 Hz, 2 H), 2.29 (s, 3 H), 2.10 (s, 3 H), 2.00 (s, 3 H), 1.89 (s, 3 H), 1.78 (s, 3 H).

Scheme for the preparation of TRIS-PEG2-CBZ General procedure for preparation of Compound 5B

[00357] To a solution of Compound 4B (400 g, 1.67 mol, 1.00 eq) and NaOH (10 M, 16.7 mL, 0.10 eq) in THF (2.00 L) is added Compound 4B_2 (1.07 kg, 8.36 mol, 1.20 L, 5.00 eq), the mixture is stirred at 30 °C for 2 hrs. LCMS showed the desired MS is given. Five batches of solution are combined to one batch, then the mixture is diluted with water (6.00 L), extracted with ethyl acetate (3.00 L*3), the combined organic layer is washed with brine (3.00 L), dried over Na2SC>4, fdtered and concentrated under vacuum. The crude is purified by column chromatography (SiC>2, petroleum ether : ethyl acetate=100: 1-10: 1, Rf=0.5) to give Compound 5B (2.36 kg, 6.43 mol, 76.9% yield) as light yellow oil. HNMR: 5 7.31-7.36 (m, 5 H), 5.38 (s, 1 H), 5.11-5.16 (m, 2 H), 3.75 (t, J=6.4 Hz), 3.54-3.62 (m, 6 H), 3.39 (d, J=5.2 Hz), 2.61

(t, .7=6.0 Hz).

[00358] To a solution of Compound 5B (741 g, 2.02 mol, 1.00 eq) in DCM (2.80 L) is added TFA (1.43 kg, 12.5 mol, 928 mL, 6.22 eq), the mixture is stirred at 25 °C for 3 hrs. LCMS showed the desired MS is given. The mixture is diluted with DCM (5.00 L), washed with water (3.00 L*3), brine (2.00 L), the combined organic layer is dried over Na2SC>4, filtered and concentrated under vacuum to give Compound 2B (1800 g, crude) as light yellow oil. HNMR: 5 9.46 (s, 5 H), 7.27-7.34 (m, 5 H), 6.50-6.65 (m, 1 H), 5.71 (s, 1 H), 5.10-5.15 (m, 2 H), 3.68-3.70 (m, 14 H), 3.58-3.61 (m, 6 H), 3.39 (s, 2 H), 2.55 (s, 6 H), 2.44 (s, 2 H).

[00359] To a solution of Compound 2B (375 g, 999 mmol, 83.0% purity, 1.00 eq) in DCM (1.80 L) is added HATU (570 g, 1.50 mol, 1.50 eq) and DIEA (258 g, 2.00 mol, 348 mL, 2.00 eq) at 0 °C, the mixture is stirred at 0 °C for 30 min, then Compound IB (606 g, 1.20 mol, 1.20 eq) is added, the mixture is stirred at 25 °C for 1 hr. LCMS showed desired MS is given. The mixture is combined to one batch, then the mixture is diluted with DCM (5.00 L), washed with 1 N HC1 aqueous solution (2.00 L*2), then the organic layer is washed with saturated Na2COs aqueous solution (2.00 L *2) and brine (2.00 L), the organic layer is dried over Na2SC>4, filtered and concentrated under vacuum to give Compound 3B (3.88 kg, crude) as yellow oil.

[00360] A solution of Compound 3B (775 g, 487 mmol, 50.3% purity, 1.00 eq) in HCl/dioxane (4 M, 2.91 L, 23.8 eq) is stirred at 25 °C for 2 hrs. LCMS showed the desired MS is given. The mixture is concentrated under vacuum to give a residue. Then the combined residue is diluted with DCM (5.00 L), adjusted to pH=8 with 2.5 M NaOH aqueous solution, and separated. The aqueous phase is extracted with DCM (3.00 L) again, then the aqueous solution is adjusted to pH=3 with 1 N HC1 aqueous solution, then extracted with DCM (5.00 L*2), the combined organic layer is washed with brine (3.00 L), dried over Na2SC>4, fdtered and concentrated under vacuum. The crude is purified by column chromatography (SiC>2, DCM:MeOH=0: 1-12: 1, 0. 1% HOAc, Rf=0.4). The residue is diluted with DCM (5.00 L), adjusted to pH=8 with 2.5 M NaOH aqueous solution, separated, the aqueous solution is extracted with DCM (3.00 L) again, then the aqueous solution is adjusted to pH=3 with 6 N HC1 aqueous solution, extracted with DCM:MeOH=10: 1 (5.00 L*2), the combined organic layer is washed with brine (2.00 L), dried over Na2SO4, filtered and concentrated under vacuum to give a residue. Then the residue is diluted with MeCN (5.00 L), concentrated under vacuum, repeat this procedure twice to remove water to give TRIS-PEG2- CBZ (1.25 kg, 1.91 mol, 78.1% yield, 95.8% purity) as light yellow oil. ' HNMR: 400 MHz, MeOD, 5 7.30-7.35 (5 H), 5.07 (s, 2 H), 3.65-3.70 (m, 16 H), 3.59 (s, 4 H), 3.45 (t, J=5.6 Hz), 2.51 (t, J=6.0 Hz), 2.43 (t, 6.4 Hz).

Scheme for the preparation of TriNGal-TRIS-Peg2-Phosph 8c

TriGNal-TRIS-Peg2-Phosph 8c

[00361] To a solution of Compound 1C (155 g, 245 mmol, 1.00 eq) in ACN (1500 mL) is added TBTU (260 g, 811 mmol, 3.30 eq), DIEA (209 g, 1.62 mol, 282 mL, 6.60 eq) and Compound 2C (492 g, 811 mmol, 3.30 eq, TsOH) at 0 °C, the mixture is stirred at 15 °C for 16 hrs. LCMS showed the desired MS is given. The mixture is concentrated under vacuum to give a residue, then the mixture is diluted with DCM (2000 mL), washed with 1 N HC1 aqueous solution (700 mL * 2), then saturated NaHCOs aqueous solution (700 mL *2) and concentrated under vacuum. The crude is purified by column chromatography to give Compound 3C (304 g, 155 mmol, 63.1% yield, 96.0% purity) as a yellow solid. General procedure for preparation of Compound 4C

[00362] Two batches solution of Compound 3C (55.0 g, 29.2 mmol, 1.00 eq) in MeOH (1600 mL) is added Pd/C (6.60 g, 19.1 mmol, 10.0 % purity) and TFA (3.34 g, 29.2 mmol, 2.17 mL, 1.00 eq), the mixture is degassed under vacuum and purged with FL. The mixture is stirred under FL (15 psi) at 15 °C for 2 hours. LCMS showed the desired MS is given. The mixture is filtered and the filtrate is concentrated under vacuum to give Compound 4C (106 g, 54.8 mmol, 93.7% yield, 96.2% purity, TFA) as a white solid.

General procedure for preparation of compound 5C

[00363] Two batches in parallel. To a solution of EDCI (28.8 g, 150 mmol, 1.00 eq) in DCM (125 mL) is added compound 4a (25.0 g, 150 mmol, 1.00 eq) dropwise at 0 °C, then the mixture is added to compound 4 (25.0 g, 150 mmol, 1.00 eq) in DCM (125 mL) at 0 °C, then the mixture is stirred at 25 °C for 1 hr.

TLC (Petroleum ether : Ethyl acetate = 3 : 1, Rf = 0.45) showed the reactant is consumed and one new spot is formed. The reaction mixture is diluted with DCM (100 mL) then washed with aq.NaHCOs (250 mL * 1) and brine (250 mL), dried over Na2SC>4, filtered and concentrated under reduced pressure to give a residue. The residue is purified by column chromatography (SiCL, Petroleum ether : Ethyl acetate = 100 : 1 to 3 : 1), TLC (SiCL, Petroleum ether : Ethyl acetate = 3: 1), Rf= 0.45 , then concentrated under reduced pressure to give a residue. Compound 5C (57.0 g, 176 mmol, 58.4% yield, 96.9% purity) is obtained as colorless oil and confirmed 'HNMR: EW33072-2-P1A, 400 MHz, DMSO

3 9.21 (s, 1 H), 7.07-7.09 (m, 2 H), 6.67-6.70 (m, 2 H), 3.02-3.04 (m, 2 H), 2.86-2.90 (m, 2 H) General procedure for preparation of compound 6

[00364] To a mixture of compound 3 (79.0 g, 41.0 mmol, 96.4% purity, 1.00 eq, TFA) and compound 6C (14.2 g, 43.8 mmol, 96.9% purity, 1.07 eq) in DCM (800 mL) is added TEA (16.6 g, 164 mmol, 22.8 mL, 4.00 eq) dropwise at 0 °C, the mixture is stirred at 15 °C for 16 hrs. LCMS (EW33072-12-P1B, Rt = 0.844 min) showed the desired mass is detected. The reaction mixture is diluted with DCM (400 mL) and washed with aq.NaHCOs (400 mL * 1) and brine(400 mL * 1), then the mixture is diluted with DCM (2.00 L) and washed with 0.7 M Na2COs (1000 mL * 3) and brine(800 mL * 3), dried over Na2SC>4, filtered and concentrated under reduced pressure to give a residue. The residue is used to next step directly without purification. Compound 6 (80.0 g, crude) is obtained as white solid and confirmed via 'HNMR: EW33072-12-P1A, 400 MHz, MeOD 37.02 - 7.04 (m, 2 H), 6.68 - 6.70 (m, 2 H), 5.34 - 5.35 (s, 3 H), 5.07 - 5.08 (d, J= 4.00 Hz, 3 H), 4.62 - 4.64 (d, J= 8.00 Hz, 3 H), 3.71 - 4.16 (m, 16 H), 3.31 - 3.70 (m, 44 H), 2.80 - 2.83 (m, 2 H), 2.68 (m, 2 H), 2.46 - 2.47 (m, 10 H), 2.14 (s, 9 H), 2.03 (s, 9 H), 1.94 - 1.95 (d, J = 4.00 Hz, 18 H). General procedure for preparation of TriGNal-TRIS-Peg2-Phosph 8c

[00365] Two batches are synthesized in parallel. To a solution of compound 6C (40.0 g, 21.1 mmol, 1.00 eq in DCM (600 mL) is added diisopropylammonium tetrazolide (3.62 g, 21.1 mmol, 1.00 eq) and compound 7c (6.37 g, 21.1 mmol, 6.71 mL, 1.00 eq) in DCM (8.00 mL) drop-wise, the mixture is stirred at 30 °C for 1 hr, then added compound 7c (3.18 g, 10.6 mmol, 3.35 mL, 0.50 eq) in DCM (8.00 mL) drop-wise, the mixture is stirred at 30 °C for 30 mins, then added compound 7c (3.18 g, 10.6 mmol, 3.35 mL, 0.50 eq) in DCM (8.00 mL) drop-wise, the mixture is stirred at 30 °C for 1.5 hrs. LCMS (EW33072- 17-P1C1, Rt = 0.921 min) showed the desired MS+1 is detected. LCMS (EW33072-17-P1C2, Rt = 0.919 min) showed the desired MS+1 is detected. Two batches are combined for work-up. The mixture is diluted with DCM (1.20 L), washed with saturated NaHCOs aqueous solution (1.60 L * 2), 3% DMF in H2O (1.60 L * 2), H2O (1.60 L * 3), brine (1.60 L), dried over Na2SC>4, filtered and concentrated under reduced pressure to give a residue. The residue is purified by column chromatography (SiC>2, DCM : MeOH : TEA = 100 : 3 : 2) TLC (SiCE, DCM: MeOH = 10: 1, Rf= 0.45), then concentrated under reduced pressure to give a residue. Compound 8C (76.0 g, 34.8 mmol, 82.5% yield, 96.0% purity) is obtained as white solid and confirmed via 'HNMR: EW33072-19-P1C, 400 MHz, MeOD

[00366] 3 7.13-7.15 (d, J= 8.50 Hz, 2 H), 6.95-6.97 (dd, J=8.38, 1.13 Hz, 2 H), 5.34 (d, J=2.88 Hz, 3 H), .09 (dd, J=11.26, 3.38 Hz, 3 H), 4.64 (d, J =8.50 Hz, 3 H), 3.99 - 4.20 (m, 12 H), 3.88 - 3.98 (m, 5 H), 3.66 - 3.83 (m, 20 H), 3.51 - 3.65 (m, 17 H), 3.33 - 3.50 (m, 9 H), 2.87 (t, J =1.63 Hz, 2 H), 2.76 (t, J =5.94 Hz, 2 H), 2.42 - 2.50 (m, 10 H), 2.14 (s, 9 H), 2.03 (s, 9 H), 1.94 - 1.95 (d, J =6.13 Hz, 18 H), 1.24- 1.26 (d, J =6.75 Hz, 6 H), 1.18-1.20 (d, J =6.75 Hz, 6 H).

Example 11: Modification motif 1

[00367] An example DKK2 siRNA includes a combination of the following modifications:

• Position 9 (from 5’ to 3’) of the sense strand is 2’ F.

• If position 9 is a pyrimidine then all purines in the Sense Strand are 2’OMe, and 1-5 pyrimidines between positions 5 and 11 are 2’ F provided that there are never three 2’F modifications in a row.

• If position 9 is a purine then all pyrimidines in the Sense Strand are 2’OMe, and 1-5 purines between positions 5 and 11 are 2’ F provided that there are never three 2’F modifications in a row.

• Antisense strand odd-numbered positions are 2'OMe and even-numbered positions are a mixture of 2’ F, 2’OMe and 2’ deoxy.

Example 12: Modification motif 2

[00368] An example DKK2 siRNA includes a combination of the following modifications:

• Position 9 (from 5’ to 3’) of the sense strand is 2’ deoxy.

• Sense strand positions 5, 7 and 8 are 2’ F.

• All pyrimidines in positions 10-21 are 2’ OMe, and purines are a mixture of 2’ OMe and 2’ F. Alternatively, all purines in positions 10-21 are 2’ OMe and all pyrimidines in positions 10-21 are a mixture of 2’ OMe and 2’ F.

Example 13: Topical screening of mouse-human cross-reactive sequence in vivo:

[00369] 90 ug ETD01043 (hANGPTL7) or various DKK2 duplexes were formulated in 30 pL of 1 part azone: 32 parts propylene glycol. 10 pL of the duplex formulations were applied to both sides of both ears of female ICR mice (n=3, two ears each animal). 14 days after topical application to both ears, the treated areas of the ears were harvested and placed into RNAlater. Total skin RNA was prepared by homogenizing the tissue in homogenization buffer (Maxwell RSC simplyRNA Tissue Kit) using a Percellys 24 tissue homogenizer (Bertin Instruments) set at 5000 rpm for two 10 second cycles. The homogenate was centrifuged for 10’ at 16,000xg at 4C and the lower liquid layer was removed to a fresh tube. The sample was centrifuged two additional times, each time removing the lower liquid layer to a fresh tube. Total RNA from the lysate was purified on a Maxwell RSC 48 platform (Promega Corporation) according to the manufacturer’s recommendations. Preparation of cDNA was performed using Quanta qScript cDNA SuperMix (VWR, Catalog# 95048-500) according to the manufacturer’s instructions. The relative levels of mouse DKK2 mRNA were assessed by RT-qPCR in triplicate on a QuantStudio™ 6 Pro Real-Time PCR System using and the mouse housekeeping gene PPIA (ThermoFisher, assay#Mm02342430_g I ). Data were normalized to the level in animals receiving ETD01043. Results are displayed in Table 9. siRNA sequences are included in Table 6 or 13A.

Table 9. Relative Reduction of DKK2 mRNA after topical treatment

Example 14: Screening DKK2 siRNAs for activity in SH-SY5Y cells in culture

[00370] Chemically modified DKK2 siRNAs cross-reactive for at least human and pigs were assayed for DKK2 mRNA knockdown activity in cells in culture. SH-SY5Y cells were seeded in 96-well tissue culture plates at a cell density of 20,000 cells per well in DMEM media (VWR catalog# 02-0100-0500) supplemented with 10% fetal bovine serum and incubated overnight in a water-jacketed, humidified incubator at 37°C in an atmosphere containing 5% carbon dioxide. The DKK2 siRNAs were individually transfected into SH-SY5Y cells in duplicate wells at 30 nM final concentration using 0.2 pL Lipofectamine RNAiMax (Fisher, catalog# HSS 120398) in 5 pL Opti-MEM (Thermo Fisher, catalog# 31985070) per well. Silencer Select Negative Control #1 (ThermoFisher, catalog# 4390843) was transfected at 30 nM final concentration as a negative control. Positive control siRNAs targeting DKK2 (ThermoFisher) were transfected at 30 nM final concentration. After incubation for 48 hours at 37°C, total RNA was harvested from each well using TaqMan® Fast Advanced Cells-to-CT™ Kit (ThermoFisher, catalog# A35374) according to the manufacturer’s instructions. Preparation of cDNA was performed using Quanta qScript cDNA SuperMix (VWR, Catalog# 95048-500) according to the manufacturer’s instructions. The level of DKK2 mRNA from each well was measured in triplicate by biplex real-time qPCR on a QuantStudio 6 Pro instrument (Applied Biosystems) using TaqMan® Fast Advanced Master Mix (Fisher Scientific catalog# 44-445-58), TaqMan Gene Expression Assay for human DKK2 and TaqMan Gene Expression Assay for human PPIA (ThermoFisher, assay# Hs99999904_ml). The relative DKK2 mRNA levels in each well was calculated using the delta-delta Ct method. All data were normalized to relative DKK2 mRNA levels in untreated SH-SY5Y cells. Results are shown in Table 10. siRNA sequences are included in Table 13A.

Table 10: in vitro transfection in SH-SY5Y cells

Example 15: Screening DKK2 siRNAs for activity in A673 cells in culture

[00371] Chemically modified DKK2 siRNAs cross-reactive for at least human pigs were assayed for DKK2 mRNA knockdown activity in cells in culture. A673 cells were seeded in 96-well tissue culture plates at a cell density of 20,000 cells per well in DMEM media (VWR catalog# 02-0100-0500) supplemented with 10% fetal bovine serum and incubated overnight in a water-jacketed, humidified incubator at 37°C in an atmosphere containing 5% carbon dioxide. The DKK2 siRNAs were individually transfected into A673 cells in duplicate wells at 30 nM final concentration using 0.2 pL Lipofectamine RNAiMax (Fisher, catalog# HSS120398) in 5 pL Opti-MEM (Thermo Fisher, catalog# 31985070) per well. Silencer Select Negative Control #1 (ThermoFisher, catalog# 4390843) was transfected at 30 nM final concentration as a negative control. Positive control siRNAs targeting DKK2 (ThermoFisher) were transfected at 30 nM final concentration. After incubation for 48 hours at 37°C, total RNA was harvested from each well using TaqMan® Fast Advanced Cells-to-CT™ Kit (ThermoFisher, catalog# A35374) according to the manufacturer’s instructions. Preparation of cDNA was performed using Quanta qScript cDNA SuperMix (VWR, Catalog# 95048-500) according to the manufacturer’s instructions. The level of DKK2 mRNA from each well was measured in triplicate by biplex real-time qPCR on a QuantStudio 6 Pro instrument (Applied Biosystems) using TaqMan® Fast Advanced Master Mix (Fisher Scientific catalog# 44-445-58), TaqMan Gene Expression Assay for human DKK2 and TaqMan Gene Expression Assay for human PPIA (ThermoFisher, assay# Hs99999904_ml). The relative DKK2 mRNA levels in each well was calculated using the delta-delta Ct method. All data were normalized to relative DKK2 mRNA levels in untreated A673 cells. Results are shown in Table 11. siRNA sequences are included in

Table 13A.

Table 11: in vitro transfection in A673 cells

Example 16: Screening siRNAs targeting human DKK2 mRNA in mice transfected with AAV8- TBG-h-DKK2

[00372] Additional siRNAs targeting human DKK2 mRNA and cross-reactive with at least pig DKK2 mRNA were tested for activity in mice following transfection with an adeno-associated viral vector. Six- to eight-week-old female mice (C57B1/6) were injected with 5 pL of a recombinant adeno-associated virus 8 (AAV8) vector (8.9 x 10E12 genome copies/mL) by the retroorbital route on Day -14. The recombinant AAV8 contained the open reading frame and the majority of the 3’UTR of the human DKK2 sequence (NM_014421.3) under the control of the human thyroxine binding globulin promoter in an AAV2 backbone packaged in AAV8 capsid (AAV8-TBG-h-DKK2 ). On Day 0, infected mice (n=8 or 10) were given a subcutaneous injection of a single 200 pg dose of a GalNAc -conjugated siRNA or PBS as vehicle control.

[00373] Mice were euthanized on Day 14 after subcutaneous injection and a liver sample from each was collected and placed in RNAlater (ThermoFisher Catalog# AM7020) until processing. Total liver RNA was prepared by homogenizing the liver tissue in homogenization buffer (Maxwell RSC simplyRNA Tissue Kit) using a Percellys 24 tissue homogenizer (Bertin Instruments) set at 5000 rpm for two 10 second cycles. Total RNA from the lysate was purified on a Maxwell RSC 48 platform (Promega Corporation) according to the manufacturer’s recommendations. Preparation of cDNA was performed using Quanta qScript cDNA SuperMix (VWR, Catalog# 95048-500) according to the manufacturer’s instructions. The relative levels of liver DKK2 mRNA were assessed by RT-qPCR in triplicate on a QuantStudio™ 6 Pro Real-Time PCR System using TaqMan assays for human DKK2 and the mouse housekeeping gene PPIA (ThermoFisher, assay# Mm02342430_g I ) and PerfeCTa® qPCR FastMix®, Low ROX™ (VWR, Catalog# 101419-222). Data were normalized to the mean DKK2 mRNA level in animals receiving PBS. Results are shown in Table 12. siRNA sequences are included in Table 13A.

Table 12. Relative DKK2 mRNA Levels in Livers of Mice

Example 17: siRNA Examples

[00374] Examples or siRNAs and their sequences are described in Tables 13A-13C.

Table 13A. Example siRNAs

Table 13B. Example siRNA Base Sequences

Table 13C. Example siRNA Base Sequences

Example 18: siRNA treatment of donor hair follicles

[00375] Human amputated hair follicles (HFs) were microdissected from follicular unit extract (FUE) from a 62 -year-old female Caucasian donor (Occipital HFs from FUE). HFs were cultured at 37° C with 5% CO2 in a minimal media of William's E media (Gibco, Life Technologies) supplemented with 2 mM of L-Glutamine (Gibco), 10 ng/ml hydrocortisone (Sigma- Aldrich), 10 pg/ml insulin (Sigma- Aldrich), and 1% penicillin and streptomycin mix (Gibco) to make William's complete media (WCM). After quality control, growing anagen VI HFs only were allocated randomly to the different experimental groups. 4 follicles were assigned per group. 24 h after isolation, WCM was replaced, and HFs were treated with siRNA’s until Day 3 of culture. On day 3, the culture medium was replaced. For groups 5 and 6 on day 3, the culture medium was replaced and there was reapplication of media and test articles. On days 4 (Groups 1-4) and 5 (Groups 5 and 6) follicles were harvested by placement in RNA extraction buffer and stored at -80 °C.

Table 14: Protocol

RNA extraction

[00376] RNA isolation was performed using the Arcturus PicoPure RNA isolation kit (KIT0204) from Applied Biosystems following the manufacturer’s protocol. cDNA synthesis

[00377] cDNA synthesis was performed using a Tetro cDNA Synthesis Kit (BIO-65043) from Meridian Bioscience following the manufacturer’s protocol.

Quantitative Real-time Polymerase Chain Reaction

[00378] TaqMan qPCR was performed with TaqMan Fast Advanced Master Mix (4444556;

ThermoFisher) according to the following the manufacturer’s protocol and a touchdown protocol based on Zhang et al 2015 (Zhang Q, Wang J, Deng F, Van Z, Xia Y, Wang Z, et al. (2015) TqPCR: A Touchdown qPCR Assay with Significantly Improved Detection Sensitivity and Amplification Efficiency of S YBR Green qPCR. PLoS ONE 10(7): e0132666. https://doi.org/10.1371/joumal.pone.0132666). Target mRNA expression levels were normalized to housekeeping gene GAPDH using the 2-AACt method enabling results to be presented as fold change. Table 15: mRNA expression levels

Collection of supernatant

[00379] The supernatants containing proteins were transferred to fresh tubes and centrifuged 5 min at 300g. The supernatants were aliquoted and stored at -80° C.

Human DKK2 detection by ELISA

[00380] ELISA was performed using the Human Dickkopf-related protein 2 (DKK2) (CSB- EL006921HU) following the manufacturer’s protocol. The recombinant hDKK2 (included in each kit) was used as a standard to quantify DKK2 levels in supernatant from hair follicles from all groups.

Absorbance was measured at 450 nm on a plate reader (GloMax Discover Systems) using a wavelength correction at 560 nm and concentration was determined according to the internal standard.

Table 16: Protein levels in media

Hair cycle staging and scoring

[00381] A standardized score was applied according to the method developed by Kloepper et al (Kloepper JE, Sugawara K, Al-Nuaimi Y, Gaspar E, van Beek N, Paus R. Methods in hair research: how to objectively distinguish between anagen and catagen in human hair follicle organ culture. Exp Dermatol. 2010; 19(3) :305— 12.), attributing a score of 100 to anagen hair follicles, 200 to early catagen follicles, 300 to mid-catagen follicles and 400 to late catagen follicles. Thus, the lower the score, the more established the HFs were in anagen, and the higher the score, the more they progressed into catagen. Results are depicted in FIG. 3.

Table 17: Duplexes used in hair follicle study.

[00382] Where ETL2 is tetraethyleneglycol-linked cholesterol (ETL2) coupled to 5’ of sense strand using phosphoramidite CLP -2795 from Chemgenes or similar.

Table 18: Base sequences

Example 19: Synthesis of ETL20 phosphoramidites

Synthesis of ETL20 phosphoramidite

Synthesis of JV-(4-hydroxyphenethyl)palmitamide (5): [00383] 12.82 grams of 1 (palmitic acid) were weighed out and dissolved in 450 mL of CH2CI2. 16.3 mL di-isopropyl ethyl amine (DIEA) was added to the solution of 1. Afterwards, 12.88 mL of 2 (perfluorophenyl 2,2,2-trifluoroaceate, “PFP”) was added dropwise, and the reaction was stirred for 10 minutes after addition was completed. To the solution of PFP activated acid, 8.26 grams of 4 (4-(2- aminoethyl)phenol) was added via an addition funnel, and the addition funnel was rinsed with 50 mL CH2CI2. The reaction was placed under Argon and stirred overnight. After stirring overnight 5 formed a precipitate. The precipitate was collected via filtration and washed with 75 mL MTBE, previously chilled to -20 °C. The white to off-white solid was dried overnight under high vacuum. The product was used in

Synthesis of ETL20 phosphoramidite (6): 100 mL anhydrous ethyl acetate was added to JV-(4- hydroxyphenethyl)palmitamide 5 (5.2 grams), followed by addition of 250 mg 3 -Angstrom molecular sieves. The mixture was stirred for 1 hr. The mixture was heated at 50°C to obtain a clear solution. 7.3 mL of DIEA was added, and mixture was placed into an ice bath, and the solution became cloudy. 3- ((chloro(diisopropylamino)phosphaneyl)oxy)propanenitrile (3.5 mL) was slowly added to the cloudy solution. After addition was completed, the reaction mixture was removed from the ice bath and stirred at room temperature overnight under Ar. The reaction mixture was then diluted with ethyl acetate (200 mL), washed with saturated NaHCO₃ solution (2x50 mL) followed by brine (50 mL). The solution was dried over Na₂SO₄, filtered and concentrated under reduced pressure. The residue obtained was purified by silica gel column chromatography and eluted with 5-30% ethyl acetate in hexanes containing 2% triethylamine.

ETL18 (C14) and ETL19 (C12) phosphoramidites were synthesized using the procedure to generate ETL20 phosphoramidite with hydroxylbenzylamine and lauryl (C12) or myristic (C14) acids.

Example 20: Modification motif 3

[00384] An example DKK2 siRNA includes a combination of the following modifications:

• All positions of the sense strand are 2’F, 2’-O-methoxyethyl, or 2’-O-methyl

• All antisense strands are 2’F or 2’-O-methyl Example 21: Modification motif 4

[00385] An example DKK2 siRNA includes a combination of the following modifications:

• Positions 6-9 of the sense strand is 2’F.

• Positions 4 or 5 of the sense strand is 2’-O-methoxyethyl

• Positions 16-20 of the sense strand are 2’-O-methyl

• All remaining positions of the sense strand are 2’F, 2’-O-methoxyethyl, or 2’-O-methyl

• All antisense strands are 2’F or 2’-O-methyl

[00386] While preferred embodiments of the present invention have been shown and described herein, it will be obvious to those skilled in the art that such embodiments are provided by way of example only. Numerous variations, changes, and substitutions will now occur to those skilled in the art without departing from the invention. It should be understood that various alternatives to the embodiments of the invention described herein may be employed in practicing the invention. It is intended that the following claims define the scope of the invention and that methods and compositions within the scope of these claims and their equivalents be covered thereby.

Claims

CLAIMS WHAT IS CLAIMED IS:

1. A composition comprising an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to a subject in an effective amount increases a hair count in the subject wherein the oligonucleotide is selected from SEQ ID NO: 7770-7821.

2. The composition of claim 1, wherein the hair count is increased by about 10% or more, as compared to prior to administration.

3. The composition of claim 1, wherein the hair count includes a vellus hair count, a non- vellus hair count, or a total hair count.

4. A composition comprising an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to a subject in an effective amount increases a hair thickness measurement in the subject wherein the oligonucleotide is selected from SEQ ID NO: 7770- 7821.

5. The composition of claim 4, wherein the hair thickness measurement is increased by about 10% or more, as compared to prior to administration.

6. A composition comprising an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to a subject in an effective amount increases a hair density measurement in the subject wherein the oligonucleotide is selected from SEQ ID NO: 7770-7821.

7. The composition of claim 6, wherein the hair density measurement is increased by about 10% or more, as compared to prior to administration.

8. A composition comprising an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to a subject in an effective amount increases a number of hair follicles in the subject wherein the oligonucleotide is selected from SEQ ID NO: 7770- 7821.

9. The composition of claim 8, wherein the number of hair follicles is increased by about 10% or more, as compared to prior to administration.

10. The composition of claim 8, wherein the number of hair follicles includes a number of terminal hair follicles, a number of anagen hair follicles, a number of telogen hair follicles, a number of catagen hair follicles, a number of vellus-like miniaturized hair follicles, a number of indeterminate hair follicles, or a total number of hair follicles.

11. A composition comprising an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to a subject in an effective amount changes a hair loss assessment score in the subject wherein the oligonucleotide is selected from SEQ ID NO: 7770-7821.

12. The composition of claim 11, wherein the hair loss assessment score is changed by about 10% or more, as compared to prior to administration.

13. A composition comprising an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to a subject in an effective amount changes a protein or mRNA level of P-catenin, a-SMA, collagen I, or collagen III, in the subject wherein the oligonucleotide is selected from SEQ ID NO: 7770-7821.

14. The composition of claim 13, wherein the protein or mRNA level of P-catenin, a-SMA, collagen I, or collagen III is changed by about 10% or more, as compared to prior to administration.

15. A composition comprising an oligonucleotide that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to the skin of a subject in an effective amount decreases a level of DKK2 mRNA or DKK2 protein wherein the oligonucleotide is selected from SEQ ID NO: 7770-7821.

16. The composition of claim 15, wherein the skin comprises scalp skin.

17. The composition of claim 15, wherein the level of DKK2 mRNA or DKK2 protein decreased by about 10% or more, as compared to prior to administration.

18. The composition of any one of claims 1-17, wherein the oligonucleotide comprises a modified intemucleoside linkage.

19. The composition of claim 18, wherein the modified intemucleoside linkage comprises alkylphosphonate, phosphorothioate, methylphosphonate, phosphorodithioate, alkylphosphonothioate, phosphoramidate, carbamate, carbonate, phosphate triester, acetamidate, or carboxymethyl ester, or a combination thereof.

20. The composition of claim 18, wherein the modified intemucleoside linkage comprises one or more phosphorothioate or phosphate linkages.

21. The composition of any one of claims 1-17, wherein the oligonucleotide comprises 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, or 20 modified intemucleoside linkages.

22. The composition of any one of claims 1-17, wherein the oligonucleotide comprises 2 or more modified intemucleoside linkages, 3 or more modified intemucleoside linkages, 4 or more modified intemucleoside linkages, 5 or more modified intemucleoside linkages, 6 or more modified intemucleoside linkages, 7 or more modified intemucleoside linkages, 8 or more modified intemucleoside linkages, 9 or more modified intemucleoside linkages, 10 or more modified intemucleoside linkages, 11 or more modified intemucleoside linkages, 12 or more modified intemucleoside linkages, 13 or more modified intemucleoside linkages, 14 or more modified intemucleoside linkages, 15 or more modified intemucleoside linkages, 16 or more modified intemucleoside linkages, 17 or more modified intemucleoside linkages, 18 or more modified intemucleoside linkages, 19 or more modified intemucleoside linkages, or 20 or more modified intemucleoside linkages.

23. The composition of any one of claims 1-17, wherein the oligonucleotide comprises a modified nucleoside.

24. The composition of claim 23, wherein the modified nucleoside comprises a locked nucleic acid (LNA), hexitol nucleic acid (HNA), cyclohexene nucleic acid (CeNA), 2'-O-methoxyethyl, 2'-O-alkyl, 2'-O-allyl, 2'-O-allyl, 2'-fluoro, or 2'-deoxy, or a combination thereof.

25. The composition of claim 23, wherein the modified nucleoside comprises an LNA.

26. The composition of claim 23, wherein the modified nucleoside comprises a 2’, 4’ constrained ethyl nucleic acid.

27. The composition of claim 23, wherein the modified nucleoside comprises a 2'-O-methyl nucleoside, 2'-deoxyfluoro nucleoside, 2'-O-N-methylacetamido (2'-0-NMA) nucleoside, a 2'-O- dimethylaminoethoxyethyl (2'-O-DMAEOE) nucleoside, 2'-O-aminopropyl (2'-O-AP) nucleoside, or 2'- ara-F, or a combination thereof.

28. The composition of claim 23, wherein the modified nucleoside comprises one or more 2’- fluoro modified nucleosides.

29. The composition of claim 23, wherein the modified nucleoside comprises a 2'-O-alkyl modified nucleoside.

30. The composition of claim 23, wherein the oligonucleotide comprises a lipid attached at a 3’ or 5’ terminus of the oligonucleotide.

31. The composition of claim 30, wherein the lipid comprises cholesterol, myristoyl, palmitoyl, stearoyl, lithocholoyl, docosanoyl, docosahexaenoyl, myristyl, palmityl, stearyl, or a- tocopherol, or a combination thereof.

32. The composition of any one of claims 1-31, wherein the oligonucleotide comprises 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, or 21 modified nucleosides.

33. The composition of any one of claims 1-32, wherein the oligonucleotide comprises 2 or more modified nucleosides, 3 or more modified nucleosides, 4 or more modified nucleosides, 5 or more modified nucleosides, 6 or more modified nucleosides, 7 or more modified nucleosides, 8 or more modified nucleosides, 9 or more modified nucleosides, 10 or more modified nucleosides, 11 or more modified nucleosides, 12 or more modified nucleosides, 13 or more modified nucleosides, 14 or more modified nucleosides, 15 or more modified nucleosides, 16 or more modified nucleosides, 17 or more modified nucleosides, 18 or more modified nucleosides, 19 or more modified nucleosides, 20 or more modified nucleosides, or 21 or more modified nucleosides.

34. The composition of any one of claims 1-33, wherein the oligonucleotide comprises a small interfering RNA (siRNA) comprising a sense strand and an antisense strand.

35. The composition of claim 34, wherein the sense strand is 14-30 nucleosides in length.

36. The composition of claim 34, wherein the antisense strand is 14-30 nucleosides in length.

37. A composition comprising an oligonucleotide that inhibits the expression of dickkopf WNT signaling pathway inhibitor 2 (DKK2) wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, each strand is independently about 14-30 nucleosides in length, and at least one of the sense strand and the antisense strand comprises a nucleoside sequence comprising about 14-30 contiguous nucleosides of SEQ ID NO: 1 wherein the sense strand is selected from SEQ ID NO: 7770-7821, and wherein the antisense strand is selected from SEQ ID NO: 7822-7873.

38. A composition comprising an oligonucleotide that inhibits the expression of dickkopf WNT signaling pathway inhibitor 2 (DKK2), wherein the oligonucleotide comprises an siRNA comprising a sense strand and an antisense strand, each strand is independently about 14-30 nucleosides in length, and at least one of the sense strand and the antisense strand comprises a nucleoside sequence comprising about 14-30 contiguous nucleosides of a full-length human DKK2 pre-mRNA sequence wherein the sense strand is selected from SEQ ID NO: 7770-7821 and wherein the antisense strand is selected from SEQ ID NO: 7822-7873.

39. The composition of any one of claims 1-38, wherein the sense strand is selected from the group consisting of SEQ ID NO: 7787, SEQ ID NO: 7799, and SEQ ID NO: 7804; wherein the antisense strand is selected from the group consisting of SEQ ID NO: 7839, SEQ ID NO: 7821, and SEQ ID NO: 7856.

40. The composition of claim 39, wherein the sense strand is selected from the group consisting of: SEQ ID NO: 7684, SEQ ID NO: 7874, and SEQ ID NO: 7875; wherein the antisense strand is selected from the group consisting of: SEQ ID NO: 7328, SEQ ID NO: 7747, and SEQ ID NO: 7752.

41 The composition of any one of claims 1- 39, wherein the oligonucleotide further comprises a modification pattern.

42. The composition of claim 41, wherein the modification pattern is selected from the group consisting of: 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 5 IS, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, 68S, 6AS, 7AS, 8AS, 9AS, WAS, HAS, 12AS, I 3AS. 14AS, 15AS, 16AS, and 17AS, wherein "N" is any nucleotide, “dN” is a 2’ deoxy-modified nucleoside, “NT’ is a 2’- fluoro -modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “nm” is a 2’-O-methoxyethyl modified nucleoside and “s” is a phosphorothioate or phosphate linkage.

43. A composition comprising a small interfering RNA (siRNA) that targets dickkopf WNT signaling pathway inhibitor 2 (DKK2) and when administered to a cell decreases expression of DKK2, wherein the siRNA comprises a sense strand and an antisense strand; and wherein the antisense strand comprises modification pattern 6AS, 7AS, 8AS, 9AS, 10AS, 1 IAS, 12AS, HAS. 14AS, 15AS, 16AS, and 17AS ; or wherein the sense strand comprises a modification pattern selected from the group consisting of: 43S, 44S, 45S, 46S, 47S, 48S, 49S, 50S, 5 IS, 52S, 53S, 54S, 55S, 56S, 57S, 58S, 59S, 60S, 61S, 62S, 63S, 64S, 65S, 66S, 67S, and 68S, wherein “Nf’ is a 2’- fluoro -modified nucleoside, “n” is a 2’-O-methyl modified nucleoside, “nm” is a 2’-O-methoxyethyl modified nucleoside and “s” is a phosphorothioate or phosphate linkage.

44. A method of treating hair loss in a subject in need thereof comprising administering to the subject a composition according to any one of the aforementioned claims.

45. The method of claim 44, wherein the hair loss comprises any one or more of male pattern baldness, female pattern baldness, alopecia areata, or non-scarring hair loss.

46. The method of claim 44 or 45, wherein the administration is topical.