WO2012145794A1 - Procédé de détermination de la réponse à un traitement avec une composition immunomodulatrice - Google Patents
Procédé de détermination de la réponse à un traitement avec une composition immunomodulatrice Download PDFInfo
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- WO2012145794A1 WO2012145794A1 PCT/AU2012/000440 AU2012000440W WO2012145794A1 WO 2012145794 A1 WO2012145794 A1 WO 2012145794A1 AU 2012000440 W AU2012000440 W AU 2012000440W WO 2012145794 A1 WO2012145794 A1 WO 2012145794A1
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- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/68—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving proteins, peptides or amino acids
- G01N33/6863—Cytokines, i.e. immune system proteins modifying a biological response such as cell growth proliferation or differentiation, e.g. TNF, CNF, GM-CSF, lymphotoxin, MIF or their receptors
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Definitions
- the present invention is in the field of diagnostic and prognostic assays for medical conditions that are treated using an immunomodulatory composition, and improved therapeutic methods based on the diagnostic and prognostic assays of the invention.
- Immunomodulatory compositions comprise drug compounds that act by modulating certain key aspects of the immune system in the treatment of viral diseases, neoplasias, Thl -mediated diseases, Th2-mediated diseases, or Thl7-mediated diseases, substantially by modulating expression or secretion of one or more cytokines involved in autoimmunity and/or immune responses to infectious agents, or by modulating one of more components of a cytokine signalling pathway.
- Cytokines may be interferons (IFNs, e.g., Type I IFNs such as IFN-a, IFN- ⁇ , or IFN- ⁇ ; or Type II IFNs such as IFN- ⁇ ; or Type III IFNs such as IFN- ⁇ , IFN-A2, or IF -X3), interleukins (e.g., IL-1, IL-2, IL-3, IL-4, IL-5, IL-6, IL-7, IL-8, IL-9, IL-10, IL-11, IL- 12, IL-13, IL-14, IL-15, IL-16, IL-17, IL-18, IL-21, or IL-35), a tumor necrosis factor (e.g., TNF-a or TNF- ⁇ ), or colony-stimulating factor (CSF).
- IFNs interferons
- Type IFNs such as IFN-a, IFN- ⁇ , or IFN- ⁇
- Type II IFNs such as IFN-
- the IFNs generally assist immune responses by inhibiting viral replication within host cells, activating cytotoxic T cells and macrophages, increasing antigen presentation to lymphocytes, inducing resistance to viral and intracellular bacterial infections, and controlling tumors. Additionally, the Type III IFNs exert a regulatory effect on Th2 cells. Interleukins promote development and differentiation of T cells, B cells and hematopoietic cells. Tumor necrosis factors regulate cells of the immune systems to stimulate acute phase inflammatory responses, induce apoptotic cell death, inhibit tumorigenesis and inhibit viral replication. Although IFNs may be produced by a number of different cells, IFN- ⁇ is produced predominantly by Thl cells, and interleukins and TNF-a are produced by Thl cells and/or Th2 cells.
- Thl cells and Th2 cells are effector T cells defined by their cytokine secretion profiles. Thl cells mediate cellular immunity to protect against intracellular pathogens and immunogens via the actions of cytotoxic T lymphocytes and activated macrophages and complement-fixing and complement-opsonizing antibodies. Thl cells produce IL- 2, which stimulates growth and differentiation of T cell responses mediated by Thl cells, as well as producing IFN- ⁇ and TNF- ⁇ . On the other hand, Th2 cells mediate humoral immunity and allergic responses to protect against extracellular pathogens and antigens via the actions of B cells, mast cells and eosinophils. Th2 cells produce IL-3, IL-4, IL-5, and IL-10, which stimulate production of IgE antibodies, and also recruitment, proliferation, differentiation, maintenance and survival of eosinophils.
- Thl -mediated and Th2-mediated diseases are driven by disruption of the balance between Thl cells and Th2 cells.
- the finely-tuned balance of Thl and Th2 cells is regulated by cytokine secretion and, under normal circumstances, Th2 cells secrete IL-4 and IL-10 which down-regulate Thl cells thereby regulating production of IFN- ⁇ , TNF- ⁇ and IL-2.
- IL-10 is a potent inhibitor of Thl cells.
- IFNs such as IFN- ⁇ also drive Thl cell production.
- IL-4 drives Th2 cell production and IFN- ⁇ inhibits Th2 cells.
- Thl -mediated diseases e.g., multiple sclerosis (MS), rheumatoid arthritis (RA), Type I diabetes (IDDM) and scleroderma
- DTH delayed type hypersensitivity
- MS a Thl/Th2 imbalance in the central nervous system leads to proliferation of pro-inflammatory CD4 + Thl cells, IFN- ⁇ secretion, macrophage activation and consequential immune-mediated injury to myelin and oligodendrocytes, wherein the IFN- ⁇ release in this case may also drive Thl cell overproduction.
- Thl/Th2 imbalance occurs in the thymus and periphery leading to progressive elimination of functional Th2 cells as autoreactive Thl cells become activated and mediate pancreatic islet ⁇ -cell destruction.
- the administration of IL-12 may restore Thl/Th2 immune balance.
- Th2-mediated diseases e.g., Con A hepatitis, atopic dermatitis, asthma and allergy, are generally characterized by over-production of IgE antibodies and/or eosinophilia as a consequence of a Thl/Th2 imbalance.
- Con A hepatitis
- repeated injections of Con A shift an initial Thl response to a Th2 and profibrogenic response, with over-production and secretion of IL-4, IL-10 and TGF- ⁇ in the liver activating natural killer T cells as part of an innate immune response thereby causing liver damage.
- Thl 7 cells provide an effector arm distinct from Thl and Th2 cells and, like Treg (iTreg), are regulated by TGF- ⁇ . Thl 7 cellular differentiation is important for host defense e.g., against bacteria and fungi, and poor regulation of Thl 7 cellular function is implicated in immune pathogenesis of autoimmune and inflammatory diseases.
- Infections by a number of different viruses are treated using immunomodulatory compositions, including infections by human papillomaviruses such as HPV16, HPV6, HPV11; infections by herpesviruses such as HSV-1 , HSV-2, VZV, HHV-6, HHV-7, HHV-8 (KSHV), HCMV and EBV; infections by picomaviruses such as the Coxsackie B viruses and encephalomyocarditis virus (EMCV); infections by flaviviruses such as the encephalitis viruses and hepatitis viruses e.g., hepatitis A virus, hepatitis B virus (HBV) and hepatitis C virus (HCV); arenaviruses such as those associated with a viral haemorrhagic fever; infections by togaviruses such as equine encephalitis viruses; infections by bunyaviruses such as Rift Valley fever virus, Crimean-Congo haemorrh
- Neoplasias are also treated using immunomodulatory compositions e.g., HPV-associated cancer such as cervical intrapepithelial neoplasia, cervical carcinoma, vulvar intraepithelial neoplasia, penile intraepithelial neoplasia, perianal intraepithelial neoplasia; hepatocellular carcinoma; basal cell carcinoma, squamous cell carcinoma, actinic keratosis, and melanoma.
- Certain Th2-mediated diseases e.g., asthma, allergic rhinitis, atopic dermatitis, are also treated using immunomodulatory compositions.
- cytokines partly by virtue of the modulation of cytokines and cytokine signalling by immunomodulatory compositions, it is known to. use cytokines per se as immunomodulatory compositions.
- IFNs in general possess antiviral and anti-oncogenic properties, the ability to stimulate macrophage and natural killer cell activation, and the ability to enhance MHC class I and II molecules for presentation of foreign peptides to T cells.
- the production of IFNs is induced in response to infectious agents, foreign antigens, mitogens and other cytokines e.g., IL-1, IL-2, IL-12, TNF and CSF.
- IFNs and IFN inducers have gained acceptance as therapeutic agents in the treatment of infections, neoplasias, Thl -mediated disease and Th2 -mediated disease.
- IFNs are known to be used for treatment of infections by several positive-sense single- stranded RNA viruses i.e., (+) ssRNA viruses, including e.g. , SARS-associated coronavirus, HBV, HCV, coxsackie B virus, EMCV, and for treatment of infections by several negative-sense single-stranded RNA viruses i.e., (-) ssRNA viruses, including e.g. , Ebola virus, VSV, IAV, HTNV and APEUV (see e.g., De Clerq Nature Reviews 2, 704-720 (2004); Li et al, J.
- the IFN especially IFN-a may be pegylated.
- Pegylated IFN- ⁇ is currently in clinical trial for treatment of chronic HCV infection, and has been shown to be useful for protecting isolated cells against VSV, EMCV, HTNV, APEUV, IAV, HSV-1, HSV-2 and HBV, (see e.g., Li et al, J. Leukocyte Biol, online publication DOI: 10.1189/jlb.1208761, Apr 30, 2009).
- IFN-a is also known to be used in the treatment of certain lesions and neoplasias e.g.
- IFN- ⁇ has been shown to have potent anti-tumor activity against human astrocytoma/glioblastoma cells
- IFN- ⁇ has been shown to have activity against glioblastoma cells, thymoma cells and fibrosarcoma cells
- IFN- 2 has been shown to have activity against melanoma and fibrosarcoma cells (see e.g., Li et al, J.
- Leukocyte Biol. online publication DOI: 10.1189/ jib.1208761, Apr 30, 2009). It is also known to use IFN- ⁇ for treatment of relapsing forms of Thl- mediated diseases such as MS. IF - 2 has also been shown to protect against certain Th2 -mediated diseases e.g., asthma and Con A-induced hepatitis (see e.g., Li et al, J. Leukocyte Biol, online publication DOI: 10.1189/jlb.1208761, Apr 30, 2009).
- immunomodulatory compositions comprising IFN- ⁇ ⁇ may act, at least in part, to induce IFN- ⁇ proteins as effector molecules.
- the receptor complex for Type I IFNs consists of a heterodimeric IFNAR1/IFNAR2 complex, whereas Type III IFNs signal through a heterodimeric IL-28Ra/IL-10R2 receptor e.g., Li et al, J. Leukocyte Biol, online publication DOI: 10.1189/jlb.1208761 (Apr 30, 2009).
- IL-28Ra/IL-10R2 is expressed in far fewer contexts than IFNAR1/IFNAR2. This suggests that therapy using immunomodulatory compositions comprising IFN- ⁇ / ⁇ may be less specific than therapy using immunomodulatory compositions comprising IFN- ⁇ .
- IFN- ⁇ / ⁇ may activate both receptor types i.e., directly via action of IFN- ⁇ / ⁇ on IFNAR1/IFNAR2 receptors and indirectly via induction of IFN- ⁇ and subsequent action of IFN- ⁇ on IL-28Ra/IL-10R2 receptors.
- administration of IFN- ⁇ is likely to activate selectively IL-28Ra IL-10R2 receptors.
- all IFNs activate the Jak/STAT pathways and generally induce common interferon-stimulated genes (ISGs) that mediate the biological effects of IFNs e.g., Siren et al, J. Immunol. 174, 1932-1937 (2005), Ank et al, J.
- immunomodulatory compositions that induce IFN production e.g., poly(I)- poly(C), poly(I)-poly(C 12 -U) or ampligen, and deazaneplanocin A, are also used in the treatment of infections by e.g., coxsackie B virus, Ebola virus and for certain flaviviruses and bunyaviruses that are amenable to treatment with IFNs (De Clerq Nature Reviews 2, 704-720 (2004).
- Immunomodulatory compounds may also exert their activity by activating Toll-like receptors (TLRs) to induce selected cytokine biosynthesis.
- TLRs Toll-like receptors
- Immunomodulatory guanosine analogs such as those having substituents at the 7- position and/or 8-position, e.g., Reitz et al, J. Med. Chem. 37, 3561-3578 (1994) Michael et al., J. Med. Chem. 36, 3431-3436 (1993) have been shown to stimulate the immune system, whilst 5'-0-proprionyl and 5'-0-butyryl esters of 2:-amino-6-methoxy- 9-(P-D-arabinofuranosyl)-9H-purine inhibit varicella zoster virus (VZV) e.g., U.S. Pat. No. 5,539,098 to Krenitsky.
- VZV varicella zoster virus
- guanosine analogs in particular 6-alkoxy derivatives of arabinofuranosyl purine, are useful for anti-tumor therapy e.g., U.S. Pat. No. 5,821,236 to Krenitsky.
- the 7-deazaguanosine analogs have been shown to exhibit antiviral activity in mice against a variety of RNA viruses, whereas 3-deazaguanine analogs have significant broad spectrum antiviral activity against certain DNA and RNA viruses e.g., Revankar et al., J. Med. Chem.
- Guanosine analogs e.g., ribavirin and derivatives thereof e.g., acetate salts or ribavirin 5'-monophosphate or ribavirin 5'- diphosphate or ribavirin 5'-triphosphate or ribavirin 3',5'-cyclic phosphate or the 3- carboxamidine derivative taribavirin (viramidine), 7-benzyl-8-bromoguanine, 9-benzyl- 8-bromoguanine, and CpG-containing oligonucleotides, that shift the Thl/Th2 balance and are useful for the treatment of Thl -mediate or Th2-mediated disease depending upon their cytokine profiles.
- acetate salts e.g., acetate salts or ribavirin 5'-monophosphate or ribavirin 5'- diphosphate or ribavirin 5'-triphosphate or ribavirin 3',5'-cyclic phosphat
- lymphokines IL-1, IL-6, IFN-a and TNF-a have been shown to elicit various effects on lymphokines IL-1, IL-6, IFN-a and TNF-a e.g., Goodman, Int. J. Immunopharmacol, 10, 579-588 (1988); U.S. Pat. No. 4,746,651; Smee et al, Antiviral Res. 15, 229 (1991); Smee et al, Antimicrobial Agents and Chemotherapy 33, 1487- 1492 (1989).
- 7-benzyl-8-bromoguanine and 9-benzyl-8-bromoguanine selectively inhibit Thl cytokine production, specifically IL-2 and IFN- ⁇ and therefore may be useful in the treatment of Thl -related autoimmune disease, which manifests activated T cells and overproduction of IFN- ⁇ , and target leukemia and lymphoma cells, e.g., Poluektova et al, Int. J. Immunopharmacol.21, 777-792 (1999).
- ribavirin shifts an immune response from Th2 toward a Thl cytokine profile, and is useful for treatment of Th2 -mediated diseases.
- Ribavirin is useful in post-exposure prophylaxis of exposure to e.g., arenaviruses causing Lassa fever or Crimean-Congo hemorrhagic fever, HTNV, West Nile Virus, chronic HCV infection, AIV and RSV.
- immunomodulatory nucleotide analogs possess potent antiviral activity, and may restore p53 function in HPV-associated cancers e.g., cidofovir [(S)l-(3- hydroxy- 2-phosphonylmethoxypropyl)cytosine, (HPMPC] e.g., Abdulkarin et al., Oncogene 21, 2334-2346, (2002).
- Cidofovir is used in the treatment of a number of viral conditions including HCMV-retinitis in AIDS patients and other HCMV infections and poxvirus infections.
- Other classes of immunomodulatory compositions include HCMV-retinitis in AIDS patients and other HCMV infections and poxvirus infections.
- immunomodulatory compositions include small organic molecule imidazoquinoline amine derivatives e.g., U.S. Pat. Nos. 4,689,338 and 6,069,149; purine derivatives e.g., U.S. Pat. Nos. 6,028,076 and 6,376,501 ; imidazopyridine derivatives; e.g., U.S. Pat. No. 6,518,265; benzimidazole derivatives e.g., U.S. Pat. No. 6,387,938); adenine derivatives e.g., U.S. Pat. No.
- immunomodulatory compositions produce adverse side-effects, suggesting a benefit in limiting their application to contexts where therapeutic benefit outweighs detrimental effects.
- the IFNs may cause, inter alia, psychiatric disorders, depression, anaphylaxis, thrombocytopenia, seizure, cardiomyopathy, hepatotoxicity, flu-like symptoms, fever, fatigue, headache, muscle pain, convulsions, dizziness, erythema and immunosuppression through neutropenia, and interleukins e.g., IL-1, may cause dose- related fever and flu-like symptoms.
- guanosine analogs may be teratogenic with prolonged use.
- the efficacy of immunomodulatory compositions for particular indications may be highly variable, and therapeutic outcome is likely to be influenced by host factors e.g., genotype.
- host factors e.g., genotype.
- racial differences may affect suitability of subjects for therapy with immunomodulators.
- HLA haplotype effects governing both innate and adaptive immune responses of subjects, are also known to affect viral clearance.
- MHC class I proteins are a diverse class of heterodimeric receptors that present antigen fragments to cytotoxic T-cells via the CD8 receptor on the cytotoxic T-cells, and also bind to a diverse class of inhibitory and activating receptors on natural killer (NK) cells, interaction e.g., an additive interaction or epistatic interaction between expressed HLA Class I alleles can produce variations in immune responses.
- HLA gene dosage effects can also be significant in determining innate immune responses of subjects.
- means for identifying and selecting those patients who are likely to respond to treatment with an immunomodulatory composition may provide a substantial therapeutic benefit to those patients that are either non-responders, low- responders or relapsers, by avoiding inappropriate prescriptions to those patient classes and reducing the anxiety caused by subsequent treatment failure. More accurate prescription of drugs to responders also provides for reduced subsidies by health agencies. Moreover, for those conditions in which alternative therapies are available, such means may also provide for selection of the most appropriate therapy for a particular patient.
- the HLA-C gene locus encodes ligands for the natural killer (NK) cell immunoglobulin-like receptor-2 isoforms (KIR2DL), wherein a functional dimorphism determines KIR2DL specificity such that HLA-C group 1 (HLA-Cl) alleles encoding HLA-C comprising Asn80 bind to the inhibitory receptors KIR2DL2 and KIR2DL3 and to the activating KIR2DS2 receptor, and HLA-C group 2 (HLA-C2) alleles encoding HLA-C comprising Lys80 bind to the inhibitory receptor KIR2DL1 and to the activating receptor KIR2DS 1.
- HLA-C group 1 HLA-Cl
- HLA-C molecules that permit their classification into HLA-Cl or HLA- C2 genotypes are provided by the IMGT/HLA database of the European Bioinformatics Institute (EBI), Wellcome Trust, Genome Campus, Hinxton, Cambridge CB10 1SD, United Kingdom. See e.g., Robinson et al, Nucleic Acids Res. 31, 311-314 (2003).
- HLA-Cl molecules include most HLA-Cwl, HLA-Cw3, HLA-Cw7, HLA-Cw8, HLA-Cwl2, HLA-Cwl3, HLA-Cwl4 and HLA-Cwl6 genotypes, in addition to HLA-Cw*0227 and HLA-Cw*041 1, HLA-Cw*0429, HLA- Cw*0436, HLA-Cw*0455, HLA-Cw*0611, HLA-Cw*1507, HLA-Cw* 1525, and HLA-Cw* 1543.
- exemplary HLA-C2 molecules include most HLA-Cw2, HLA-Cw4, HLA-Cw5, HLA-Cw6, HLA-Cwl 5, HLA-Cwl 7 and HLA-Cwl 8 genotypes, in addition to HLA-Cw*0114, HLA-Cw*0307, HLA- CW ⁇ 15, HLA-Cw*0345, HLA-Cw*0707, HLA-Cw*0709, HLA-Cw*0776, HLA- Cw*0810, HLA-Cw* 1204, HLA-Cw*1205, HLA-Cw* 1209, HLA-Cw* 1221, HLA- Cw* ⁇ , HLA-Cw* 1241, HLA-Cw* 1412, HLA-Cw* 1602, HLA-Cw* 1609, HLA- Cw* 1612, HLA-Cw* 1619, and HLA-Cw* 1625.
- Knapp et al., Heptol. 51, 1168-1175, 2009 sought to determine whether or not the KIRD2L3/HLA-C1 gene combination provides an advantage in HCV-exposed injection drug user having apparent resistance to HCV infection i.e., because they remain seronegative and aviremic, and in chronically-infected subjects who successfully clear HCV with treatment.
- Knapp et al. found a stronger association between homozygosity for KIR2DL3 in combination with a HLA-Cl allotype in exposed seronegative aviremic subjects than for subjects with chronic HCV infection.
- Knapp et al. also concluded that homozygosity for KJR2DL3 in combination with a HLA-Cl allotype was indicative of an improved response to antiviral therapy as determined by sustained virological response (SVR).
- SVR sustained virological response
- the inventors sought to develop improved tests for determining a response of individuals with chronic HCV infection to treatment with immunomodulatory compositions such as comprising IFNs, specifically pegylated IFN- a, in combination with ribavirin.
- immunomodulatory compositions such as comprising IFNs, specifically pegylated IFN- a, in combination with ribavirin.
- the inventors sought to ascertain new genotypes, serotypes, haplotypes and genotypes within the IL28B gene, and epistatic interactions between such IL28B alleles and alleles at other loci that are associated with viral clearance in response to treatment.
- the inventors sought to ascertain additive and/or epistatic interactions between HLA Class I alleles and IL28B alleles that provide a basis for improved tests for determining a response e.g., a low response (LR) or high response (HR), to antiviral therapy.
- a response e.g., a low response (LR) or high response (HR)
- the inventors sought to determine whether or not a combination of one or more HLA-C2 alleles and one or more IL28B alleles in a subject's genome is predictive of a response e.g., a low response (LR) or high response (HR) to antiviral therapy.
- the present inventors sought to determine whether or not a combination of one or more HLA-Cl alleles and one or more IL28B alleles is predictive of a response e.g., a low response (LR) or high response (HR) to antiviral therapy.
- a response e.g., a low response (LR) or high response (HR) to antiviral therapy.
- the inventors performed HLA-C genotyping and serotyping and IL28B genotyping on a cohort of about 910 HCV-infected subjects, and determined associations between HLA-C alleles and/or IL28B alleles and responsiveness to therapy.
- the inventors were particularly interested in determining single alleles, and combinations of IL28B alleles with HLA-C alleles, that provide an improved predictor of the response to therapy relative to known tests.
- HLA-C2 homozygosity when combined with one or more copies of a low response (LR) allele of the SNP rs7248668, an allele linked to IL28B, e.g., the A allele of rs7248668, in a subject's genome is highly predictive of a low response or poor response or non-response to antiviral therapy with immunomodulatory agent(s).
- LR low response
- the predictive capacity of the specific HLA-C2/IL28B- LR allele combination is especially evident from a comparison of the treatment responses of HLA-C2 homozygotes carrying one rs7248668 LR allele in his/her genome to the treatment responses of subjects carrying at least one HLA-C1 allele and at least one rs7248668 LR allele and/or to the treatment responses of subjects two copies of the corresponding high response (HR) allele of the SNP e.g., the G allele of rs7248668.
- HR high response
- data presented herein demonstrate a positive predictive value of greater than 83% for the association between subjects not having a sustained viral response to therapy and a genotype comprising HLA-C2 homozygosity combined with at least one LR allele of rs7248668, whereas the positive predictive value of at least one HLA-C 1 allele and at least one of the same LR alleles is only about 62%, and the positive predictive value of two copies of the corresponding high response (HR) allele is only about 60%.
- the HLA-C2/rs7248668 genotype combination of the invention provides a higher positive predictive value relative to homozygosity of HLA-C2 alleles solus, and covers a higher proportion of the population than the IL28B genotype solus.
- the inventors provide a test for determining the likelihood that a subject will or will not respond to therapy with an immunomodulatory composition, wherein the test provides a high positive predictive value e.g., at least about 70% or 85% or 80% or 81% or 82% or 83% or 84% or 85% or 86% or 87% or 88% or 89% or 90% or 91% or 92% or 93% or 94% or 95% or 96% or 97% or 98% or 99% 100%.
- test of the present invention may be enhanced or improved by combining any other allele linked to IL28B that is in linkage disequilibrium at least with rs7248668.
- the inventors have identified one or more other low response (LR) alleles, each LR allele linked to IL28B, that may be combined with the HLA-C2/rs7248668 genotype combination of the invention e.g., to provide greater population coverage without compromizing specificity or positive predictive value of the test.
- LR low response
- HLA- C2/IL28B-LR allele combinations e.g., HLA-C2/rs4803221-LR and/or the HLA- C2/rs8099917-LR and/or HLA-C2/rsl2979860-LR, that each provide positive predictive values of greater than about 75% for subjects not having a sustained viral response to therapy, and which, when combined with the HLA-C2/rs7248668 genotype combination of the invention, may each enhance the value of the test.
- Such combinations that provide enhanced predictive value the HLA-C2/rs7248668 genotype combination of the invention are even more desired.
- an effect of combining at least one other IL28B-LR allele with HLA-C2 homozygosity is determined to demonstrate that the additional IL28B-LR allele is suitable for combining with the HLA-C2/rs7248668-LR genotype.
- SVR sustained viral response
- referred LR alleles suitable for combining with the HLA-C2/rs7248668 genotype combination of the invention are selected from those set forth in Tables 1, 3-7 hereof e.g., any IL28B LR allele that is in linkage disequilibrium at least with an LR allele of ' rs7248668 and/or rs4803221 and/or rs8099917 and/or rs 12979860.
- the inventors By testing other HLA-C2/IL28B-LR genotype combinations, the inventors also provide a test for determining the likelihood that a subject will or will not respond to therapy with an immunomodulatory composition that provides both a high positive predictive 5 value and improved population coverage, e.g., at least about 10% or 11% or 12% or 13% or 14% or 15% or 16% or 17% or 18% or 19% or 20% or 21% or 22% or 23% or .
- allele linked to IL28B shall be taken to include any allele positioned within in the 5 '-upstream region or 3 '-downstream region of the IL28B gene including the IL28A/IL28B intergenic region, or any allele positioned in a promoter
- the allele may be in genomic DNA, and/or in transcribed mRNA where applicable.
- Tables 1, 3-7 hereof provide alleles linked to IL28B that are useful in combination with HLA-C2 homozygosity for determining the likelihood that a subject will respond to treatment with an immunomodulatory composition, especially the likelihood that a
- IL28B that may be combined with HLA-C2 homozygosity are positioned in the. 5'-upstream region or intergenic IL28A/IL28B region of the human genome.
- rs7248668 shall be taken to mean the polymorphic region that is positioned within the 5'-upstream flanking region of the IL28B gene of humans, wherein said polymorphic region comprises the sequence set forth in SEQ ID NO: 159 or a complementary nucleotide sequence to SEQ ID NO: 159. 30
- rs7248668 shall also be taken to refer to the single nucleotide polymorphism contained within SEQ ID NO: 159 or a complementary nucleotide sequence to SEQ ID NO: 159.
- rs7248668 allele shall be taken to include the HR allele and/or the LR allele of rs7248668.
- the term “HR allele of rs7248668” or “G allele of rs7248668” or “rs7248668-HR” shall be taken to refer to an allele of rs7248668 comprising guanine or guanosine at a position corresponding to position 31 of SEQ ID NO: 160 in the context of a sequence comprising SEQ ID NO: 160, or within the context of a shorter sequence comprising at least about 5 or 6 or 7 or 8 or 9 or 10 or 1 1 or 12 or 13 or 14 or 15 or 16 or 17 or 18 or 19 or 20 contiguous nucleotides of SEQ ID NO; 160 including the guanine or guanosine at position 31 of SEQ ID NO: 160.
- the HR allele of rs7248668 is associated with a better patient response in the population to antiviral therapy with an immunomodulatory agent such as pegylated IFN-a or a combination comprising pegylated IFN-a and ribavirin, and preferably a sustained virological response (SVR) to said therapy.
- an immunomodulatory agent such as pegylated IFN-a or a combination comprising pegylated IFN-a and ribavirin, and preferably a sustained virological response (SVR) to said therapy.
- LR allele of rs7248668 or "A allele of rs7248668” or “rs7248668-LR” shall be taken to refer to an allele of rs7248668 comprising adenine or adenosine at a position corresponding to position 31 of SEQ ID NO: 161 in the context of a sequence comprising SEQ ID NO: 161 , or within the context of a shorter sequence comprising at least about 5 or 6 or 7 or 8 or 9 or 10 or 1 1 or 12 or 13 or 14 or 15 or 16 or 17 or 18 or 19 or ,20 contiguous nucleotides of SEQ ID NO: 161 including the adenine or adenosine at position 31 of SEQ ID NO: 161.
- the LR allele of rs7248668 is associated with a weak or poor patient response in the population to antiviral therapy with an immunomodulatory agent such as pegylated IFN-a, or a combination comprising pegylated IFN-a and ribavirin.
- an immunomodulatory agent such as pegylated IFN-a, or a combination comprising pegylated IFN-a and ribavirin.
- HLA-C2 allele shall be taken to mean an allele of the HLA-C gene of humans that encodes an HLA-C polypeptide comprising a lysine (K) residue at a position corresponding to position 80 of a full-length HLA-C polypeptide.
- Particularly preferred HLA-C2 molecules will also comprise an asparagine (N) residue at a position corresponding to position 77 of a full-length HLA-C polypeptide.
- an HLA-C2 allele is associated with a weak or poor patient response in the population to antiviral therapy with an immunomodulatory agent such as pegylated IFN-a or a combination comprising pegylated IFN-a and ribavirin.
- HLA-C2 molecules are selected from HLA-Cw2, HLA-Cw4, HLA-Cw5, HLA-Cw6, HLA- Cwl 5, HLA-Cwl7, HLA-Cwl8, HLA-Cw*01 14, HLA-Cw*0307, HLA-Cw*0315, HLA-Cw*0345, HLA-Cw*0707, HLA-Cw*0709, HLA-Cw*0776, HLA-Cw*0810, HLA-Cw*1204, HLA-CW 205, HLA-Cw*1209, HLA-Cw* 1221, HLA-Cw*1233, HLA-Cw* 1241, HLA-Cw*1412, HLA-Cw* 1602, HLA-Cw* 1609, HLA-Cw*1612, HLA-Cw* 1619, and HLA-Cw* 1625, and being other than HLA-Cw*0227, HLA- Cw*0411 , HLA
- HLA-C2 homozygosity refers to two copies of any HLA-C2 allele at the same locus ' in the genome of a subject.
- HLA-Cl allele shall be taken to mean an allele of the HLA-C gene of humans that encodes an HLA-C polypeptide comprising an asparagine (N) residue at a position corresponding to position 80 of a full-length HLA-C polypeptide.
- HLA-Cl molecules will also comprise a serine (S) residue at a position corresponding to position 77 of a full-length HLA-C polypeptide.
- an HLA-Cl allele is associated with a better patient response in the population to antiviral therapy with an immunomodulatory agent such as pegylated IFN-a or a combination comprising pegylated IFN-a and ribavirin, and preferably a sustained virological response (SVR) to said therapy.
- an immunomodulatory agent such as pegylated IFN-a or a combination comprising pegylated IFN-a and ribavirin, and preferably a sustained virological response (SVR) to said therapy.
- HLA-Cl molecules include HLA-Cwl , HLA-Cw3, HLA-Cw7, HLA-Cw8, HLA-Cwl 2, HLA-Cwl 3, HLA-Cwl 4, HLA-Cwl 6, HLA-Cw*0227, HLA-Cw*041 1 , HLA-Cw*0429, HLA-Cw*0436, HLA-Cw*0455, HLA-Cw*061 1 , HLA-Cw* 1507, HLA-Cw* 1525, and HLA-Cw* 1543, and being other than HLA-Cw*0114, HLA-Cw*0307, HLA-Cw*0315, HLA-Cw*0345, HLA- Cw*0707, HLA-Cw*0709, HLA-Cw*0776, HLA-Cw*0810, HLA-Cw* 1204, HLA- ' Cw* 1205, HLA-Cw* 1209, HLA
- rs4803221 shall be taken to mean the polymorphic region that is positioned within the 5 '-upstream flanking region of the IL28B gene of humans, wherein said polymorphic region comprises the sequence set forth in SEQ ID NO: 41 or a complementary nucleotide sequence thereto.
- the term “rs4803221” shall also be taken to refer to the single nucleotide polymorphism contained within SEQ ID NO: 41 i.e., at position 31 thereof. Unless the context requires otherwise, the term “rs4803221” shall be taken to refer to the HR allele and/or the LR allele of rs4803221.
- HR allele of rs4803221 or “C allele of rs4803221” or “rs4803221-HR” shall be taken to refer to an allele of rs4803221 comprising cytosine at a position corresponding to position 31 of SEQ ID NO: 162 in the context of a sequence comprising SEQ ID NO: 162, or within the context of a shorter sequence comprising at least about 5 or 6 or 7 or 8 or 9 or 10 or 11 or 12 or 13 or 14 or 15 or 16 or 17 or 18 or 19 or 20 contiguous nucleotides of SEQ ID NO: 162 including the cytosine at position 31 of SEQ ID NO: 162.
- the HR allele of rs4803221 is associated with a better patient response in the population to antiviral therapy with an immunomodulatory agent such as pegylated IFN-a or a combination comprising pegylated IFN-a and ribavirin, and preferably a sustained virological response (SVR) to said therapy.
- an immunomodulatory agent such as pegylated IFN-a or a combination comprising pegylated IFN-a and ribavirin, and preferably a sustained virological response (SVR) to said therapy.
- LR allele of rs4803221 or “G allele of rs4803221” or “rs4803221-LR” shall be taken to refer to an allele of rs4803221 comprising guanine or guanosine at a position corresponding to position 31 of SEQ ID NO: 163 in the context of a sequence comprising SEQ ID NO: 163, or within the context of a shorter sequence comprising at least about 5 or 6 or 7 or 8 or 9 or 10 or 1 1 or 12 or 13 or 14 or 15 or 16 or 17 or 18 or 19 or 20 contiguous nucleotides of SEQ ID NO: 163 including the guanine or guanosine at position 31 of SEQ ID NO: 163.
- the LR allele of rs4803221 is associated with a weak or poor patient response in the population to antiviral therapy with an immunomodulatory agent such as pegylated IFN-a, or a combination comprising pegylated IFN-a and ribavirin.
- an immunomodulatory agent such as pegylated IFN-a, or a combination comprising pegylated IFN-a and ribavirin.
- rs 12979860 shall be taken to mean the polymorphic region that is positioned within the 5 '-upstream flanking region of the IL28B gene of humans, wherein said polymorphic region comprises the sequence set forth in SEQ ID NO: 42 or a complementary nucleotide sequence thereto.
- rsl2979860 shall also be taken to refer to the single nucleotide polymorphism contained within SEQ ID NO: 42 i.e., at position 31 thereof.
- the term “rs 12979860” shall be taken to refer to the HR allele and/or the LR allele of rsl 2979860.
- HR allele of rsl2979860 or “C allele of rsl2979860” or “rsl 2979860-HR” shall be taken to refer to an allele of rsl 2979860 comprising cytosine at a position corresponding to position 31 of SEQ ID NO: 164 in the context of a sequence comprising SEQ ID NO: 164, or within the context of a shorter sequence comprising at least about 5 or 6 or 7 or 8 or 9 or 10 or 11 or 12 or 13 or 14 or 15 or 16 or 17 or 18 or 19 or 20 contiguous nucleotides of SEQ ID NO: 164 including the cytosine at position 31 of SEQ ID NO: 164.
- the HR allele of rsl2979860 is associated with a better patient response in the population to antiviral therapy with an immunomodulatory agent such as pegylated IFN-a or a combination comprising pegylated IFN-a and ribavirin, and preferably a sustained virological response (SVR) to said therapy.
- an immunomodulatory agent such as pegylated IFN-a or a combination comprising pegylated IFN-a and ribavirin, and preferably a sustained virological response (SVR) to said therapy.
- LR allele of rsl 2979860 or “T” allele of rsl2979860” or “rsl 2979860-LR” shall be taken to refer to an allele of rsl 2979860 comprising thymidine or uracil at a position corresponding to position 31 of SEQ ID NO: 165 in the context of a sequence comprising SEQ ID NO: 165, or within the context of a shorter sequence comprising at least about 5 or 6 or 7 or 8 or 9 or 10 or 11 or 12 or 13 or 14 or 15 or 16 or 17 or 18 or 19 or 20 contiguous nucleotides of SEQ ID NO: 165 including the thymidine or uracil at position 31 of SEQ ID NO: 162.
- the LR allele of rs 12979860 is associated with a weak or poor patient response in the population to antiviral therapy with an immunomodulatory agent such as pegylated IFN-oc, or a combination comprising pegylated IFN-a and ribavirin.
- an immunomodulatory agent such as pegylated IFN-oc, or a combination comprising pegylated IFN-a and ribavirin.
- rs8099917 shall be taken to mean the polymorphic region that is positioned within the 5' -upstream flanking region of the IL28B gene of humans, wherein said polymorphic region comprises the sequence set forth in SEQ ID NO: 4 or a complementary nucleotide sequence thereto.
- the term “rs8099917” shall also be taken to refer to the single nucleotide polymorphism contained within SEQ ID NO: 4 i.e., at position 31 thereof.
- the term “rs8099917” shall be taken to refer to the HR allele and/or the LR allele of rs8099917.
- HR allele of rs8099917 or “T allele of rs8099917” or “rs8099917-HR” shall be taken to refer to an allele of rs8099917 comprising thymidine or uracil at a position corresponding to position 31 of SEQ ID NO: 5 in the context of a sequence comprising SEQ ID NO: 5, or within the context of a shorter sequence comprising at least about 5 or 6 or 7 or 8 or 9 or 10 or 11 or 12 or 13 or 14 or 15 or 16 or 17 or 18 or 19 or 20 contiguous nucleotides of SEQ ID NO: 5 including the thymidine (or a uracil) at position 31 of SEQ ID NO: 5.
- the HR allele of rs8099917 is associated with a better patient response in the population to antiviral therapy with an immunomodulatory agent such as pegylated IFN-a or a combination comprising pegylated IFN-a and ribavirin, and preferably a sustained virological response (SVR) to said therapy.
- an immunomodulatory agent such as pegylated IFN-a or a combination comprising pegylated IFN-a and ribavirin, and preferably a sustained virological response (SVR) to said therapy.
- LR allele of rs8099917 or "G allele of rs80999l7” or “rs809917-LR” shall be taken to refer to an allele of rs8099917 comprising guanine or guanosine at a position corresponding to position 31 of SEQ ID NO: 6 in the context of a sequence comprising SEQ ID NO: 6, or within the context of a shorter sequence comprising at least about 5 or 6 or 7 or 8 or 9 or 10 or 11 or 12 or 13 or 14 or 15 or 16 or 17 or 18 or 19 or 20 contiguous nucleotides of SEQ ID NO: 6 including the guanine or guanosine at position 31 of SEQ ID NO: 6.
- the LR allele of rs8099917 is associated with a weak or poor patient response in the population to antiviral therapy with an immunomodulatory agent such as pegylated IFN-a, or a combination comprising pegylated IFN-a and ribavirin.
- an immunomodulatory agent such as pegylated IFN-a, or a combination comprising pegylated IFN-a and ribavirin.
- exemplary alleles linked to IL28B that may be combined with the rs7248668 HLA-C genotype combination will preferably be selected from those listed in the accompanying Tables 1 and 3-7 hereof, which each have a high significance in their association with high response (HR) or low response (LR) to therapy.
- the data herein provide the basis for prognostic tests to determine the likelihood that a subject will or will not respond to therapy with one or more immunomodulatory agents, and in particular, the likelihood that a subject suffering from a chronic HCV infection will or will not respond to therapy comprising immunomodulatory agents such as IFN-a and ribavirin.
- the tests herein based on homozygosity of HLA-C2 alleles in combination with at least one rs7248668-LR allele have improved accuracy compared to tests based on a single HLA-C2 allele or a single HLA-C1 allele in combination with at least one rs7248668-HR allele or two rs7248668-HR alleles in determining the likelihood of a subject's response to therapy.
- the data herein support multi-analyte prognostic tests for homozygosity of HLA-C2 alleles in combination with at least two LR alleles at different loci and each linked to IL28B, wherein one of said LR alleles is rs7248668-LR.
- Such multi-analyte tests combine the improved accuracy and specificity of the HLA-C2/rs7248668 genotype combination of the invention with greater population coverage.
- data presented in Table 12 and Table 13 provide support for extrapolating tests for the HLA-C2/rs7248668 genotype combination to include additional IL28B-LR alleles e.g., at least one LR allele rs4803221 and/or at least one LR allele of rs8099917 and/or at least one LR allele of rsl 2979680, with PPV of more than 80% and a population coverage of up to about 60%.
- additional IL28B-LR alleles e.g., at least one LR allele rs4803221 and/or at least one LR allele of rs8099917 and/or at least one LR allele of rsl 2979680, with PPV of more than 80% and a population coverage of up to about 60%.
- the HLA-C2/rs7248668 genotype combination optionally with one or more additional IL28B alleles, serotypes, haplotypes and genotypes provided herein, provide the means for accurately determining the likelihood that a subject will or will not respond to therapy comprising an immunomodulatory composition.
- the terms “accurately determining” or “accurate prognosis” shall be taken to mean an association of a particular allele, genotype, serotype, genotype combination or haplotype with a high response (HR) or low response (LR) to therapy, or an association of a particular allele, genotype, serotype, genotype combination or haplotype with a non-response to therapy, or an association of a particular allele, genotype, serotype, genotype combination or haplotype with relapse.
- Accurate determination or prognosis may be statistically significant, e.g., at p ⁇ 10 "3 ' or preferably p ⁇ 10 "4 , or more preferably p ⁇ 10 *5 or p ⁇ 10 "6 or p ⁇ 10 "7 .
- the term "accurately determining” means that a plurality of alleles, genotypes, serotypes, a genotype combination or a haplotype, e.g., HLA-C2 in combination with at least one rs7248668-LR allele, or optionally in combination with at least one additional IL28B-LR allele, provides a positive predictive value (PPV) with respect to treatment outcome of more than about 75% for patients in a population.
- the PPV may increase proportionately with the number of markers assayed.
- an association is stronger than for rs8099917 solus in a population.
- the PPV may increase proportionately with the number of markers assayed.
- population means a test population of greater than 100 matched individuals or greater than 200 matched individuals or greater than 300 matched individuals or greater than 400 matched individuals or greater than 500 matched individuals.
- matched is meant that the individuals of the test population have similar or near- identical age, BMI, viral titer, and treatment regime.
- the present invention also provides for accurate prognosis in a "real world" population of individuals suffering from the same medical condition e.g. , individuals suffering from the same condition that are at least matched with respect to ethnicity.
- one example of the invention provides for accurate prognosis of treatment for primary or chronic HCV infection in a population of Caucasian patients.
- the term "immunomodulatory composition” shall be taken in its broadest context to mean a composition comprising one or more compounds capable of modulating expression or secretion of one or more cytokines involved in autoimmunity and/or immune responses to infectious agents, or by modulating one or more components of a cytokine signalling pathway.
- the term "compound” in this context includes a protein, small molecule, antibody molecule, or nucleic acid e.g., RNAi, antisense RNA, ribozyme or siR A.
- a HLA-C2/rs7248668 genotype combination of the present invention optionally with one or more IL28B additional alleles, serotypes, haplotypes, or genotypes provided herein, clear application for the accurate prognosis of a response to any therapy comprising administration of an "immunomodulatory composition" that is known to be used and/or known to be useful in the treatment of a viral infection and/or neoplasia and/or Th 1 -mediated disease and/or Th2 -mediated disease.
- the invention is suitable for accurate prognosis of a response to therapy comprising administration of an "immunomodulatory composition" for treatment of Thl -mediated disease and/or Th2 -mediated disease e.g. , one or more conditions selected individually or collectively from the group consisting of multiple sclerosis (MS), rheumatoid arthritis (RA), Type I diabetes (IDDM), scleroderma, Con A hepatitis, atopic dermatitis, asthma, allergic rhinitis and allergy.
- MS multiple sclerosis
- RA rheumatoid arthritis
- IDDM Type I diabetes
- scleroderma Con A hepatitis
- Con A hepatitis atopic dermatitis
- asthma allergic rhinitis and allergy.
- the invention is suitable for accurate prognosis of a response to therapy comprising administration of an "immunomodulatory composition" for treatment of one or more infections by viruses selected individually or collectively from the group consisting of human papillomaviruses (e.g.
- papillomavirus(es) selected from HPV 16, HPV6 and HPV1 1) herpes viruses (e.g., herpes virus(es) selected from HSV- 1, HSV-2, VZV, HHV-6, HHV-7, HHV-8 ( SHV), HCMV and EBV), picornaviruses (e.g., picornavirus(es) selected from Coxsackie B virus(es) and EMCV), flaviviruses (e.g., flavivirus(es) selected from encephalitis virus(es) and hepatitis virus(es) such as HAV and/or HBV and/or HCV), arenaviruses (arenavirus(es) associated with a viral haemorrhagic fever); togaviruses (togavirus(es) selected from equine encephalitis viruses), bunyaviruses (e.g., bunyavirus(es) selected from Rift
- the invention provides means for prognosis of a response to therapy comprising administration of an "immunomodulatory composition" for treatment of one or more infections by hepatitis virus(es), such as HAV and/or HBV and/or HCV, and especially HCV.
- an "immunomodulatory composition” for treatment of one or more infections by hepatitis virus(es), such as HAV and/or HBV and/or HCV, and especially HCV.
- the invention is suitable for accurate prognosis of a response to therapy comprising administration of an "immunomodulatory composition" for treatment of one or more neoplasias or precancerous conditions, such as neoplasia(s) and pre-cancerous condition(s) selected individually or collectively from the group consisting of HPV -associated cancer (e.g., cervical intrapepithelial neoplasia and/or cervical carcinoma and/or vulvar intraepithelial neoplasia and/or penile intraepithelial neoplasia and/or perianal intraepithelial neoplasia), hepatocellular carcinoma, basal cell carcinoma, squamous cell carcinoma, actinic keratosis, melanoma, hairy cell leukemia, Kaposi's sarcoma, non-Hodgkin's lymphoma, astrocytoma, glioblastoma
- a HLA-C2/rs7248668 genotype combination of the present invention optionally with one or more IL28B additional alleles, serotypes, haplotypes, or genotypes provided herein, provides the means for accurately determining the likelihood that a subject will respond to therapy comprising of an immunomodulatory composition comprising IFN.
- IFN immunomodulatory composition
- the term "IFN" as used herein shall be taken to include any known interferon molecule e.g., IFN-a, IFN- ⁇ , IFN -co, IFN- ⁇ , IFN- ⁇ , IFN- XI, or IFN- 3, a composition comprising a plurality of any interferon molecules e.g.
- composition comprising one or more derivatives of an interferon molecule e.g., a pegylated interferon, and mixtures of said one or more derivatives with one or more non-derivative interferon molecules.
- interferon molecule e.g., a pegylated interferon
- the present invention has clear application for the prognosis of a response to any therapy comprising administration of "IFN” that is known to be used and/or known to be useful in the treatment of a viral infection and/or neoplasia and/or Thl - mediated disease and/or Th2 -mediated disease.
- the invention is useful for prognosis of a response to an infection treatable b "IFN", wherein the infection is by one or more ssRNA viruses, i.e.
- an infection by one or more (+) ssRNA viruses and/or an infection by one or more (-)ssRNA viruses such as SARS-associated coronavirus (SARS-CoV), HBV, HCV, coxsackie B virus, E CV, Ebola virus, VSV, IAV, HTNV, or APEUV, and/or one or more double-stranded DNA viruses such as HSV-1 or HSV- 2.
- SARS-CoV SARS-associated coronavirus
- HBV HCV
- coxsackie B virus e.g., ECV, Ebola virus, VSV, IAV, HTNV, or APEUV
- double-stranded DNA viruses such as HSV-1 or HSV- 2.
- the invention is useful for prognosis of a pre-cancerous lesion or neoplasia treatable by "IFN” e.g., a pre-cancerous lesion or neoplasia selected from the group consisting of condylomata acuminata, hairy cell leukemia, Kaposi's sarcoma, melanoma, non-Hodgkin's lymphoma, astrocytoma, glioblastoma, thymoma and fibrosarcoma.
- IFN e.g., a pre-cancerous lesion or neoplasia selected from the group consisting of condylomata acuminata, hairy cell leukemia, Kaposi's sarcoma, melanoma, non-Hodgkin's lymphoma, astrocytoma, glioblastoma, thymoma and fibrosarcoma.
- the invention is useful for prognosis of a Thl -mediated disease or Th2-mediated disease treatable by "IFN” e.g., a disease selected from the group consisting of MS, asthma and Con A-induced hepatitis.
- IFN a disease selected from the group consisting of MS, asthma and Con A-induced hepatitis.
- a HLA-C2/rs7248668 genotype combination of the present invention optionally with one or more IL28B additional alleles, serotypes, haplotypes, or genotypes provided herein, provides the means for accurately determining the likelihood that a subject will respond to therapy comprising an immunomodulatory composition comprising guanosine analog(s).
- guanosine analog as used herein shall be taken to include any known guanosine analog, a composition comprising a plurality of guanosine analogs, a composition comprising one or more derivatives of one or more guanosine analogs and mixtures of said one or more derivatives with one or more non-derivative guanosine analogs.
- Preferred guanosine analogs in this context are those compounds that are capable of modulating levels of Thl and/or Th2 cells, or that have antiviral and/or anti-cancer activity.
- Exemplary guanosine analogs are selected from ribavirin, viramidine, 7-benzyl-8-bromoguanine, 9-benzyl-8-bromoguanine, and CpG-containing oligonucleotide(s), and derivative(s), salt(s), solvate(s) and hydrate(s) thereof e.g., ribavirin 5'-monophosphate, ribavirin 5'-diphosphate, ribavirin 5'- triphosphate, and ribavirin 3',5'-cyclic phosphate.
- a HLA-C2/rs7248668 genotype combination of the present invention optionally with one or more IL28B additional alleles, serotypes, haplotypes, or genotypes provided herein, provides the means for accurately determining the likelihood that a subject will respond to therapy comprising an immunomodulatory composition comprising IFN and guanosine analog(s).
- the inventors found that homozygosity for the HLA-C2 allele in combination with one or two copies of a low response (LR) allele of rs7248668 linked to IL28B is predictive of a poor response to antiviral therapy.
- the present invention thus provides the first disclosure of an association between a genotype comprising two HLA-C2 alleles and at least one rs7248668-LR allele, and poor treatment outcome.
- the alleles, serotypes, haplotypes and genotypes disclosed in Tables 1, 3-7, 12 and 13 hereof comprise allelic variants and combinations of allelic variants that are associated with a high response (HR) to therapy or a low response (LR) to therapy. Accordingly, the present invention clearly encompasses the use of the HLA-C2/rs7248668 genotype combination of the present invention and any additional IL28B-LR allele(s) and/or any other IL28B-HR allele(s) disclosed in Tables 1, 3-7, 12 or 13 hereof for determining the likelihood that a subject will respond to therapy comprising an immunomodulatory composition as described herein.
- any gene or gene fragment may be employed in performing the present invention by virtue of the gene or gene fragment being capable of detecting alleles of HLA-C and rs7248668 disclosed herein, and optionally any additional allele of IL28B disclosed herein.
- An allele of HLA-C not specifically disclosed herein may also provide a surrogate means of detecting an HLA- C allele disclosed herein by virtue of being in linkage disequilibrium with it.
- An allele of IL28B not specifically disclosed herein may also provide a surrogate means of detecting an IL28B allele disclosed herein, other than rs7248668, by virtue of being in linkage disequilibrium with it.
- a gene or gene fragment will be capable of detecting an allele of HLA-C or IL28B if it hybridizes to an allele e.g., a SNP, microsatellite or INDEL in linkage disequilibrium with an HLA-C or IL28B allele disclosed herein.
- an allele e.g., a SNP, microsatellite or INDEL in linkage disequilibrium with an HLA-C or IL28B allele disclosed herein.
- a gene or gene fragment hybridising to one allele of a haplotype block may provide a surrogate for detection of the haplotype block by virtue of the alleles of the haplotype block being in linkage disequilibrium.
- Preferred markers that may provide surrogates for an exemplified allele hereof are generally positioned within 5kb of the 5 '-end or 3 'end of the gene, the intergenic IL28A/IL28B region, or with the protein-encoding region or an intron region of the structural HLA-C or IL28B gene, or within the protein-encoding region of the HLA-C gene.
- the haplotype block identified and characterized by the inventors for the ⁇ - ⁇ 3 gene (Table 6), and expression data ( Figure 1) demonstrating that expression of IFN-X2 and ⁇ - ⁇ 3 is reduced in carriers of the LR allele i.e., the G allele, of rs 8099917 relative to carriers of the corresponding HR allele i.e. , the T allele, indicate that all of the chromosome 19 SNPs presented in Table 1 are definitely linked to the IFN-X3 gene, with the possible exception of rs4803224, rs 12980602 and rsl0853728.
- the present invention may be employed by identifying any marker linked to HLA-C2 or IL28B and associated with treatment outcome e.g., in the 5 '-upstream region or an intron or an exon or the 3'- downstream region.
- the present invention encompasses, but is not limited to, the use of HLA- C2 homozygosity combined with at least one rs7248668-LR allele, optionally in combination with any other IL28B allele, preferably any other IL28B-LR allele, set forth in any one or more of Tables 1, 3-7, and any combination thereof e.g., a specific haplotype set forth in any one of Tables 3-6, for determining the likelihood that a subject will or will not respond to therapy comprising an immunomodulatory composition as described herein.
- markers linked to the HLA-C2 or rs7248668 genes or fragments thereof may be employed for accurate prognosis.
- fragment in this context, is meant a portion of a gene of sufficient length to be useful for detection of gene expression associated with the polymorphism and/or of sufficient length to directly identify the polymorphism e.g., in a platform suitable for identifying SNPs as described herein. 2.
- the present invention provides a method for accurately determining the likelihood that a subject will or will not respond to treatment with an immunomodulatory composition, said method comprising detecting homozygosity of a HLA-C2 allele and at least one IL28B low response (LR) allele in a sample from the subject, wherein the IL28B LR allele is the LR allele of rs7248668, and wherein detection of said homozygosity and said at least one LR allele is indicative of a low response of the subject to treatment with said composition.
- LR low response
- the present invention provides a method for accurately determining the likelihood that a subject will or will not respond to treatment with an immunomodulatory composition, said method comprising detecting homozygosity of HLA-C2 and rs7248668-LR alleles in a sample from the subject, wherein detection of the double homozygosity is indicative of a low response of the subject to treatment with said composition.
- the present invention provides a method for accurately determining the likelihood that a subject will or will not respond to treatment with an immunomodulatory composition, said method comprising detecting two or more markers in a sample from the subject, wherein at least one marker is linked to an HLA- C2 allele and at least one marker is linked to the low response (LR) allele of rs7248668, and wherein said detection is indicative of HLA-C2 homozygosity and at least one LR allele of rs7248668 in the genome of the subject, said indication being further indicative of a low response of the subject to treatment with said composition.
- LR low response
- the present invention provides a method for accurately determining the likelihood that a subject will or will not respond to treatment with an immunomodulatory composition, said method comprising performing a method according to any example supra, and further comprising detecting one or more low response (LR) alleles of IL28B in a sample from the subject, wherein detection of HLA-C2 homozygosity and at least one rs7248668-LR allele and at least one additional LR allele of IL28B is indicative of a low response of the subject to treatment with said composition.
- LR low response
- the rs7248668-LR allele is defined herein.
- the rs7248668-LR allele may comprise a adenine or adenosine at a position corresponding to position 31 of SEQ ID NO: 161 in the context of said sequence or a shorter sequence comprising at least about 5 or 6 or 7 or 8 or 9 or 10 or 11 or 12 or 13 or 14 or 15 or 16 or 17 or 18 or 19 or 20 contiguous nucleotides of SEQ ID NO: 161 including the adenine or adenosine at position 31 thereof, a sequence complementary thereto.
- HLA-C2 alleles are selected from HLA-Cw2, HLA-Cw4, HLA-Cw5, HLA- Cw6, HLA-Cwl5, HLA-Cwl7, HLA-Cwl8, HLA-Cw*0114, HLA-Cw*0307, HLA- Cw*0315, HLA-Cw*0345, HLA-Cw*0707, HLA-Cw*0709, HLA-Cw*0776, HLA- Cw*0810, HLA-Cw* 1204, HLA-Cw* 1205, HLA-Cw* 1209, HLA-Cw* 1221 , HLA- , Cw*1233, HLA-Cw* 1241 , HLA-Cw*1412, HLA-Cw* 1602, HLA-Cw* 1609, HLA- Cw*1612, HLA-Cw* 1619, and HLA-Cw* 1625, and being other than HLA-Cw*0227, HLA-C
- Exemplary additional low response (LR) alleles of IL28B are selected from the group of single nuclear polymorphisms (SNPs) set forth in any one of Table 1 or comprise a SNP set forth in Table 1 or are encoded by nucleic acid comprising a SNP set forth in Table 1 or linked to a SNP set forth in Table 1.
- SNPs single nuclear polymorphisms
- An additional IL28B-LR allele may consist of a SNP set forth in Table 1, or may consist of a SNP set forth in Table 3 or comprise a SNP set forth in Table 3 or be encoded by nucleic acid comprising a SNP set forth in Table 3 or be linked to a SNP set forth in Table 3.
- an additional IL28B-LR allele may consist of a SNP set forth in Table 4 or 5 or comprise a SNP set forth in Table 4 or 5 or be encoded by nucleic acid comprising a SNP set forth in Table 4 or 5 or be linked to a SNP set forth in Table 4 or 5.
- an additional IL28B-LR allele may comprise a sequence selected from the group consisting of:
- an additional IL28B-LR allele may the rs4803221-LR allele e.g., SEQ ID NO: 163 or at least about 5 or 6 or 7 or 8 or 9 or 10 or 11 or 12 or 13 or 14 or 15 or 16 or 17 or 18 or 19 or 20 contiguous nucleotides thereof including the nucleotide at position 31 thereof, or a complementary sequence thereto.
- an additional IL28B-LR allele may the rs8099917-LR allele e.g., SEQ ID NO: 6 or at least about 5 or 6 or 7 or 8 or 9 or 10 or 11 or 12 or 13 or 14 or 15 or 16 or 17 or 18 or 19 or 20 contiguous nucleotides thereof including the nucleotide at position 31 thereof, or a complementary sequence thereto.
- an additional IL28B-LR allele may the rsl2979860-LR allele e.g., SEQ ID NO: 165 or at least about 5 or 6 or 7 or 8 or 9 or 10 or 11 or 12 or 13 or 14 or 15 or 16 or 17 or 18 or 19 or 20 contiguous nucleotides thereof including the nucleotide at position 31 thereof, or a complementary sequence thereto.
- IL28B- LR alleles at different loci of IL28B, such as a haplotype comprising two or more IL28B alleles e.g., wherein the haplotype comprises at least one or two or three alleles of rs4803221, rsl2979860, or rs8099917, such as a haplotype comprising alleles of rsl2980275, rs8105790, rs8103142, rsl0853727, rs8109886 and rs8099917.
- one or two LR alleles at any additional locus of IL28B set forth in Tables 1 and 3-7 may be detected.
- heterozygosity or homozygosity at any additional locus may be employed in combination with the HLA-C2/rs7248668-LR genotype combination of the invention.
- IL28B genotypes or IL28B markers e.g., two or three or four of five or six or seven or more IL28B genotypes or markers, in addition to the HLA-C2/rs7248668-LR genotype combination of the invention.
- the present invention also encompasses the detection of a modified level of expression e.g., increased or reduced expression of HLA-C and/or IL28B in a sample from the subject, wherein said modified expression is indicative of a response of the subject to treatment with said composition.
- Modified expression may be determined by e.g. , increased or reduced expression of one or more of the genes or proteins carrying a diagnostic polymorphism.
- a modified level of at least one expression product of the gene(s) is detected e.g., by nucleic acid-based assay or antigen-based assay.
- an amplification reaction e.g., isothermal amplification or PCR reaction such as RT-PCR
- a protein-containing sample derived from a subject is contacted with an antibody or ligand capable of specifically binding to an allelic variant of a protein encoded by the gene(s) said marker for a time and under conditions sufficient for complex to form and the complex is detected.
- Any standard immunoassay may be employed e.g., ELISA, including sandwich ELISA performed in a microtiter well or in a lateral flow or flow-through assay format.
- control samples are selected from the group consisting of: (i) sample(s) from one or more subjects not being treated with the immunomodulatory composition; and (ii) a data set comprising measurements of expression determined previously for the sample(s) at (i).
- the sample will generally comprise genomic DNA, mRNA, protein or a derivative thereof. Amplified DNA or cDNA. derived from genomic DNA or mRNA is also useful.
- a nucleated cell and/or an extract thereof comprising protein or nucleic acid is particularly useful if the assay is nucleic acid-based or protein-based.
- the sample should comprise cell extract expected to comprise the marker protein e.g., a cell expressing IL28B.
- the present invention encompasses the use of any sample selected from the group consisting of whole blood, serum, plasma, peripheral blood mononuclear cells (PBMC), a buffy coat fraction, saliva, urine, a buccal cell, liver biopsy and a skin cell or combinations thereof.
- PBMC peripheral blood mononuclear cells
- the invention may be performed ex vivo i.e., wherein the sample has been derived or isolated or obtained previously from the subject.
- the sample may comprise genomic DNA, mRNA, protein or a derived thereof.
- a positive response may be selected from the group consisting of: (i) a response comprising enhanced clearance of a virus or a reduction in virus titer or a change in other health characteristic of the subject related to reduced virus titer or enhanced clearance; (ii) a response comprising recovery or remission from cancer or reduced growth of a tumor or pre-cancerous lesion; (iii) a change in Thl cell number, Th2 cell number or Thl Th2 cell balance or a change in other health characteristic of the subject indicative of recovery from a Thl -mediated or Th2-mediated disease; and (iv) a combination of two or all of (i) to (iii).
- a low response or non-response may be selected from the group consisting of: (i) a failure to clear of a virus or to reduce virus titer or change in other health characteristic of the subject related to said failure; (ii) a failure to recover or enter remission from cancer or to reduce growth of a tumor or pre-cancerous lesion; (iii) no significant change in Thl cell number, Th2 cell number or Thl/Th2 cell balance or health characteristic of the subject that may indicate recovery from a Thl -mediated or Th2-mediated disease; and (iv) a combination of two or all of (i) to (iii).
- the subject belongs to that racial background or has a matching genetic background.
- the subject is Caucasian e.g., northern European.
- the subject may be African e.g., Zulu, or Asian e.g. , Chinese.
- the immunomodulatory composition may also comprise one or more IFNs and/or one or more derivatives of said one or more of said IFNs e.g., one or more IFNs selected from IFN-a, IFN- ⁇ , IFN- ⁇ , IFN- ⁇ , IFN- ⁇ , IFN- 2 and IFN-X3 and/or one or more derivatives of any one or more of said IFNs.
- the immunomodulatory composition may comprise one or more guanosine analogs and/or one or more derivatives of said one or more of said guanosine analogs e.g.
- the immunomodulatory composition comprises IFN-a and ribavirin; Testing of responses to pegylated IFNs are clearly encompassed. .
- the present invention provides a process for accurately determining the likelihood that a subject will or will not respond to treatment of Thl -mediated disease and/or Th2-mediated disease with an immunomodulatory composition, said process comprising performing a method according to any example hereof for accurately determining a likely response of a subject to treatment with an immunomodulatory composition, and determining a response for the subject selected from the group consisting of:
- the disease may be selected from the group consisting of multiple sclerosis (MS), rheumatoid arthritis (RA), Type I diabetes (IDDM), scleroderma, Con A hepatitis, atopic dermatitis, asthma, allergic rhinitis and allergy.
- MS multiple sclerosis
- RA rheumatoid arthritis
- IDDM Type I diabetes
- scleroderma Con A hepatitis
- Con A hepatitis atopic dermatitis
- asthma allergic rhinitis and allergy.
- another example of the present invention provides a process for accurately determining the likelihood that a subject will or will not respond to treatment of one or more bacterial or viral infections with an immunomodulatory composition, said process comprising performing a method according to any example hereof for accurately determining a likely response of a subject to treatment with an immunomodulatory composition, and determining a response for the subject selected from the group consisting of:
- a response comprising enhanced clearance of a virus or bacterium or a reduction in virus titer or bacterial count or a change in other health characteristic of the subject related to reduced virus titer or bacterial count or enhanced clearance, wherein said response is indicative of a response to treatment;
- the bacterium is a gram negative bacterium and/or the virus is a single-stranded RNA virus e.g., a virus is selected from the group consisting of a human papillomavirus, a picornavirus, a flavivirus such as a hepatitis virus, an arenavirus, a togavirus, a bunyavirus, a filovirus, a paramyxovirus, a rhabdovirus, an orthomyxovirus, and a coronavirus.
- the virus is a DNA virus e.g. , a herpesvirus.
- Yet another example of the invention provides a process for accurately determining the likelihood that a subject will or will not respond to treatment of HCV infection with an immunomodulatory composition, said process comprising performing a method according to any example hereof for accurately determining a likely response of a subject to treatment with an immunomodulatory composition, and determining a response for the subject selected from the group consisting of:
- a response comprising enhanced clearance of HCV or a reduction in HCV titer or a change in other health characteristic of the subject related to reduced virus titer or enhanced clearance, wherein said response is indicative of a response to treatment; and (ii) a failure to clear HCV or to reduce HCV titer or a change in a health characteristic of the subject related to said failure, wherein said response is indicative of a low response or no response to treatment.
- the present invention provides a process for accurately determining the likelihood that a subject will or will not respond to treatment of HCV infection with an immunomodulatory composition comprising an IFN or a derivative thereof and ribavirin or a derivative thereof, said process comprising performing a method according to any example hereof for accurately determining a likely response of a subject to treatment with an immunomodulatory composition, and determining a response for the subject selected from the group consisting of:
- the immunomodulatory composition may comprise one or more IFNs and/or one or more derivatives of said one or more of said IFNs as described according to any other example hereof.
- the immunomodulatory composition may comprise one or more guanosine analogs and/or one or more derivatives of said one or more of said guanosine analogs according to any other example hereof.
- the present invention provides a process for selecting a subject in need of treatment with an immunomodulatory composition, said process comprising: (i) exposing a sample comprising cells obtained from the subject to the immunomodulatory composition in vitro; and
- the present invention provides a process for selecting a subject in need of treatment with an immunomodulatory composition, said process comprising: (i) exposing a sample comprising cells obtained from the subject to the immunomodulatory composition in vitro; and
- the immunomodulatory composition may comprise one or more IFNs and/or one or more derivatives of said one or more of said IFNs as described according to any other example hereof.
- the immunomodulatory composition may comprise one or more guanosine analogs and/or one or more derivatives of said one or more of said guanosine analogs according to any other example hereof.
- Exemplary samples comprise peripheral blood mononuclear cells.
- the present invention provides a process for treating an HCV- infected subject, comprising: (i) performing the ex vivo selection process on a sample from a subject; and (ii) either (a) administering or recommending a therapeutically effective amount of an immunomodulatory composition comprising an IFN to the subject or shortening the length of treatment with said immunomodulatory composition if the subject is likely to respond to treatment, or (b) administering or recommending an alternative therapy or extending the length of treatment with said immunomodulatory composition if the subject is not likely to respond to treatment or likely to produce a low response to treatment.
- the present invention provides a process for determining a predisposition in a subject to a chronic HCV infection, said process comprising performing a prognostic method as described herein to thereby identify a subject likely to not respond to treatment with an immunomodulatory composition or likely to provide a low response to treatment, and determining that the subject has a predisposition to chronic HCV infection.
- the present invention provides methods of treatment employing the prognostic test described herein.
- the invention provides a process comprising: (i) performing a prognostic method or process as described according to any example hereof; and (ii) administering or recommending an immunomodulatory composition to a subject.
- a process comprises: (i) obtaining results of a prognostic method or process as described according to any example hereof; and (ii) administering or recommending an immunomodulatory composition to a subject.
- a further example of the present invention provides a kit comprising a plurality of isolated nucleic acids and/or a plurality of antibodies and or a plurality of peptides for performing a prognostic method or process according to any example hereof.
- the nucleic acids each comprise a fragment of an HLA-Cl allele and/or a fragment of a HLA-C2 allele, in combination with a fragment of a rs7248668 allele, and optionally one or more fragments of one or more other IL28B alleles listed in Table 1, wherein said fragments are capable of distinguishing between LR and HR alleles at the same locus e.g., by virtue of comprising nucleotide sequences set. forth herein or complementary thereto, or by virtue of being contained within said nucleotide sequences.
- the kit comprises antibodies that bind selectively to HLA-Cl and/or antibodies that bind selectively to HLA-C2 in combination with antibodies that bind selectively to rs7248668-HR and/or antibodies that bind selectively to rs7248668- LR.
- the kit further comprises one or more additional antibodies that bind selectively to an allelic variant of IL28B set forth in Table 1 and are capable of distinguishing between the other allelic variant at the same locus, wherein the allelic variant is other than an rs7248668 allele.
- the kit comprises peptides that bind selectively to HLA-Cl and/or peptides that bind selectively to HLA-C2 in combination with peptides that bind selectively to rs7248668-HR and/or peptides that bind selectively to rs7248668-LR.
- the kit further comprises one or more additional peptides that bind selectively to an allelic variant of IL28B set forth in Table 1 and are capable of distinguishing between the other allelic variant at the same locus, wherein the allelic variant is other than an rs7248668 allele.
- the plurality of nucleic acids, peptides or antibodies may be arrayed e.g., on a solid substrate.
- the kit at least comprises a plurality of nucleic acids comprising sequences derived from HLA-C2 alleles in combination with nucleic acids comprising sequences derived from the rs7248668-LR allele, and at least one or two or three or four or five or six or seven or eight or nine or ten additional nucleic acids each comprising sequences derived from IL28B-LR alleles.
- a further example provides for the use of a plurality of isolated nucleic acid or peptides or antibodies as described according to any example hereof in the manufacture of a kit or solid substrate for performing a prognostic method or process according to any example hereof.
- nucleotide residues referred to herein are those recommended by the IUPAC-IUB Biochemical Nomenclature Commission, wherein A represents Adenine, C represents Cytosine, G represents Guanine, T represents Thymine, Y represents a pyrimidine residue, R represents a purine residue, M represents Adenine or Cytosine, K represents Guanine or Thymine, S represents Guanine or Cytosine, W represents Adenine or Thymine, H represents a nucleotide other than Guanine, B represents a nucleotide other than Adenine, V represents a nucleotide other than Thymine, D represents a nucleotide other than Cytosine and N represents any nucleotide residue.
- the term "derived from” shall be taken to indicate that a specified integer may be obtained from a particular source albeit not necessarily directly from that source.
- the word “comprise”, or variations such as “comprises” or “comprising”, will be understood to imply the inclusion of a stated step or element or integer or group of steps or elements or integers but not the exclusion of any other step or element or integer or group of elements or integers.
- composition of matter, group of steps or group of compositions of matter shall be taken to encompass one and a plurality (i.e. one or more) of those steps, compositions of matter, groups of steps or group of compositions of matter.
- the present invention is performed without undue experimentation using, unless otherwise indicated, conventional techniques of molecular biology, developmental biology, mammalian cell culture, recombinant DNA technology, histochemistry and immunohistochemistry and immunology. Such procedures are described, for example, in the following texts that are incorporated by reference:
- Figure 1 provides a graphical representation showing combined expression of ⁇ - ⁇ 2 and IFN- 3 (y-axis) as determined by RT-PCR for healthy controls having different genotypes at rs8099917 (x-axis).
- Data show that expression of IFN- 2 and IFN- 3 is reduced in patients that are homozygous for the low response (LR) G allele at this locus compared to those patients that are homozygous for the high response (HR) T allele at this locus, and for G/T heterozygotes.
- the data further suggest functional significance of the rs8099917 SNP in therapeutic response.
- Figure 2 provides a graphical representation showing the percentage of individuals who have a low response (LR) or high response (HR) to antiviral therapy in a cohort of about 300 e.g., 301, HCV-infected subjects.
- Subjects genotyped for IL28B alleles alone were either homozygous for a HR allele linked to IL28B at rs8099917 (TT on the x-axis) or had at least one LR allele linked to IL28B at rs8099917 (G* on the x-axis).
- Subjects genotyped for HLA-C alleles alone were either homozygous for HLA-C2 (C2C2 on the x-axis) or had at least one HLA-C 1 allele (not C2C2 on the x-axis).
- Subjects genotyped for HLA-C alleles and at least one IL28B allele were either homozygous for HLA-C2 and at least one LR allele linked to IL28B at rs8099917 (C2C2G* on the x-axis), or they had at least one HLA-C1 allele and no LR allele linked to IL28B at rs8099917 (Not C2C2G* on the x-axis).
- Figure 3 provides a graphical representation showing the percentage non-SVR rates of the three HLA-C/rs8099917 genotype combinations in stage 1 , replication stage and combined cohort as described in Example 4 ' .
- Figure 4 provides a graphical representation showing the percentage non-SVR rates of HLA-C, IL28B and combined HLA-C/IL28B genotypes in the combined cohort as described in Example 4.
- Figure 5 provides a graphical representation of the SNP Selection Scheme employed in this study
- Figure 6 provides a graphical representation of the results of allele-based association tests at the locations of variants as called by CRISP using pooled MPS data.
- Figure 7 provides a graphical representation of odds ratios for the eighteen individually genotyped SNPs under four different genetic models.
- Figure 8 provides a graphical representation of location and D' values for the SNPs genotyped in this study Linkage disequilibrium blocks determined from the cohort data using Haploview. HapMap SNPs genotyped in multiple populations are shown in the header map in each case.
- Figure 9 provides a graphical representation of the putative Transcription Factor and Methylation Sites on IL28B Haplotypes. The 6 haplotypes identified using Haploview are shown. SNPs changing CpG sites in the region identified as methylated are boxed in red. In silico predictions of different haplotype transcription factor binding sites were identified using Ali Baba, and serve as a proof of principle that the haplotype sequence differences are sufficient to alter response to transcription factors. Detailed description of the preferred embodiments
- Markers associated with a disease or disorder are associated with a disease or disorder.
- a marker is at least one HLA-C allele e.g., at least one HLA-C 1 allele or at least one HLA-C2 allele.
- a marker of the present invention is at least one IL28B allele e.g., at least one HR allele linked to IL28B or at least one LR allele linked to 1L28B or a IL28B haplotype block.
- HLA-C 1 alleles or HLA-C2 alleles Protein markers for HLA-C 1 alleles or HLA-C2 alleles are described by Alper et al, J. Exp. Med. 144, pi 11 1 et seq. (1976) or Hobart et al., J. Immunol. 116, pl736 et seq. (1976) incorporated herein by reference.
- markers comprising or consisting of nucleic acid are employed e.g., DNA or RNA or a combination of RNA or DNA or modified R A comprising one or more non-nucleic acid components or modified DNA comprising one or more non-nucleic acid components.
- HLA-C markers may comprise amplified nucleic acid comprising a polymorphism such as a SNP, microsatellite or INDEL. Standard means are employed to determine HLA-C alleles.
- the Class I SSP ARMS-PCR method is employed essentially as described by Tonks et al, Tissue Antigens 53, 175-183, 1999 which is incorporated herein by reference.
- HLA-C alleles are amplified using amplification primers comprising one or more hypervariable regions of HLA-C 1 or HLA-C2 genes, such as the hypervariable region of exon 2 and/or exon 3.
- primers specific for exon 2, codon 45 and/or exon 3, codon 182 may be employed.
- amplification primers specific for nucleic acid encoding the HLA-Cw al domain e.g., comprising polymorphisms for codon 77 and/or codon 80 are employed to distinguish HLA-C 1 from HLA-C2.
- sequence-specific oligonucleotide probes SSOPs is confirmed by using B lymphoblastoid cell lines as positive controls for the HLA-C alleles.
- HLA-C alleles Specific microsatellite markers for HLA-C alleles are described e.g., by Tamiya et al, Tissue Antigens 51, 337-346, (1998); Tamiya et al, Tissue Antigens 52, (1999); Jenisch et al, Am. J. Hum. Genet. 63, 191-199 (1998); Marshall et al, Hum. Immunol. 38, 24- 29 (1993); or Krishnan et al, Genomics 30, 53-58 (1995), each of which is incorporated by reference.
- Exemplary SNP markers for HLA-C alleles are from the region containing HLA-B and HLA-C i.e., the so-called beta-block as described e.g., by Gaudieri et al, Genome Res. 10, 1579-1586 (2000) and the references cited therein, each of which is incorporated- herein by reference.
- Preferred IL28B SNP markers will comprise a sequence set forth in the Sequence Listing or complementary thereto.
- a nucleic acid marker comprises, for example, a polymorphism, an insertion into an IL28B gene or transcript thereof, a deletion from an IL28B gene or transcript thereof, a transcript of an IL28B gene or a fragment thereof or an alternatively spliced transcript of an IL28B or a fragment thereof, and includes copy number variants or inversions.
- the nucleotide substitution or deletion or insertion may be in the 5'-end of a gene, the 3'-end of a gene, in an exon of a gene or an intron of a gene.
- nucleotide substitution or deletion or insertion may be in an intergenic region i.e., between genes.
- a nucleotide substitution or deletion or insertion may modify gene expression and, without being bound by any theory or mode of action this modified expression may be associated with the development of a therapeutic response, or a non-response or low response.
- the method of the invention comprises detecting or determining the presence of a plurality of markers associated with a therapeutic response. Assay detection methods
- a probe or primer capable of specifically detecting a marker that is associated with or causative of a therapeutic response is any probe or primer that is capable of specifically hybridizing to the region of the genome that comprises said marker, or an expression product thereof.
- a nucleic acid marker is preferably at least about 8 nucleotides in length (for example, for detection using a locked nucleic acid (LNA) probe).
- LNA locked nucleic acid
- a marker is preferably at least about 15 nucleotides in length or more preferably at least 20 to 30 nucleotides in length.
- Such markers are particularly amenable to detection by nucleic acid hybridization-based detection means assays, such as, for example any known format of PCR or ligase chain reaction.
- a method for detecting a nucleic acid marker comprises hybridizing an oligonucleotide to the marker linked to nucleic acid in a sample from a subject under moderate to high stringency conditions and detecting hybridization of the oligonucleotide using a detection means, such as for example, an amplification reaction or a hybridization reaction.
- a detection means such as for example, an amplification reaction or a hybridization reaction.
- a low stringency is defined herein as being a hybridization and/or a wash carried out in 6 x SSC buffer, 0.1% (w/v) SDS at 28°C, or equivalent conditions.
- a moderate stringency is defined herein as being a hybridization and/or washing carried out in 2 x SSC buffer, 0.1% (w/v) SDS at a temperature in the range 45°C to 65°C, or equivalent conditions.
- a high stringency is defined herein as being a hybridization and/or wash carried out in 0.1 x SSC buffer, 0.1% (w/v) SDS, or lower salt concentration, and at a temperature of at least 65°C, or equivalent conditions.
- Reference herein to a particular level of stringency encompasses equivalent conditions using wash/hybridization solutions other than SSC known to those skilled in the art.
- the stringency is increased by reducing the concentration of SSC buffer, and/or increasing the concentration of SDS and/or increasing the temperature of the hybridization and/or wash.
- the conditions for hybridization and/or wash may vary depending upon the nature of the hybridization matrix used to support the sample DNA, and/or the type of hybridization probe used.
- stringency is determined based upon the temperature at which a probe or primer dissociates from a target sequence (i.e., the probe or primers melting temperature or Tm).
- Tm melting temperature
- Such a temperature may be determined using, for example, an equation or by empirical means.
- Several methods for the determination of the Tm of a nucleic acid are known in the art. For example the Wallace Rule determines the G + C and the T + A concentrations in the oligonucleotide and uses this information to calculate a theoretical Tm (Wallace et al, Nucleic Acids Res. 6, 3543, 1979). Alternative methods, such as, for example, the nearest neighbour method are known in the art, and described, for example, in Howley, et al, J. Biol. Chem.
- a temperature that is similar to (e.g., within 5°C or within 10°C) or equal to the proposed denaturing temperature of a probe or primer is considered to be high stringency.
- Medium stringency is to be considered to be within 10°C to 20°C or 10°C to 15°C of the calculated Tm of the probe or primer.
- probe or primer used in an assay of the present invention will depend upon the assay format used. Clearly, a probe or primer that is capable of preferentially or specifically hybridizing or annealing to or detecting the marker of interest is preferred.
- Methods for designing probes and/or primers for, for example, PCR or hybridization are known in the art and described, for example, in Dieffenbach and Dveksler (Eds) (In: PCR Primer: A Laboratory Manual, Cold Spring Harbor Laboratories, NY, 1995).
- Eds Dieffenbach and Dveksler
- several software packages are publicly available that design optimal probes and/or primers for a variety of assays, e.g. Primer 3 available from the Center for Genome Research, Cambridge, MA, USA.
- Probes and/or primers useful for detection of a marker associated with a therapeutic response are assessed to determine those that do not form hairpins, self-prime or form primer dimers (e.g. with another probe or primer used in a detection assay). Furthermore, a probe or primer (or the sequence thereof) is assessed to determine the temperature at which it denatures from a target nucleic acid (i.e. the melting temperature of the probe or primer, or Tm). Methods of determining Tm are known in the art and described, for example, in Santa Lucia, Proc. Natl. Acad. Sci. USA, 95: 1460-1465, 1995 or Bresslauer et al, Proc. Natl. Acad. Sci. USA, 83: 3746-3750, 1986.
- a primer or probe useful for detecting a SNP or mutation in an allele specific PCR assay or a ligase chain reaction assay is designed such that the 3' terminal nucleotide hybridizes to the site of the SNP or mutation.
- the 3' terminal nucleotide may be any of the nucleotides known to be present at the site of the SNP or mutation.
- complementary nucleotides occur in the probe or primer and at the site of the polymorphism the 3' end of the probe or primer hybridizes completely to the marker of interest and facilitates amplification, for example, PCR amplification or ligation to another nucleic acid. Accordingly, a probe or primer that completely hybridizes to the target nucleic acid produces a positive result in an assay.
- a primer useful for a primer extension reaction is designed such that it preferentially or specifically hybridizes to a region adjacent to a specific nucleotide of interest, e.g. a SNP or mutation.
- a specific nucleotide of interest e.g. a SNP or mutation.
- the specific hybridization of a probe or primer may be estimated by determining the degree of homology of the probe or primer to any nucleic acid using software, such as, for example, BLAST, the specificity of a probe or primer can only be determined empirically using methods known in the art.
- a locked nucleic acid (LNA) or protein-nucleic acid (PNA) probe or a molecular beacon useful, for example, for detection of a SNP or mutation or microsatellite by hybridization is at least about 8 to 12 nucleotides in length.
- the nucleic acid, or derivative thereof, that hybridizes to the site of the SNP or mutation or microsatellite is positioned at approximately the centre of the probe, thereby facilitating selective hybridization and accurate detection.
- oligonucleotide synthesis is described, in Gait (Ed) (In: Oligonucleotide Synthesis: A Practical Approach, IRL Press, Oxford, 1984).
- a probe or primer may be obtained by biological synthesis (eg. by digestion of a nucleic acid with a restriction endonuclease) or by chemical synthesis. For short sequences (up to about 100 nucleotides) chemical synthesis is preferable.
- oligonucleotide synthesis include, for example, phosphotriester and phosphodiester methods (Narang, et al. Meth. Enzymol 68: 90, 1979) and synthesis on a support (Beaucage, et al Tetrahedron Letters 22: 1859-1862, 1981) as well as phosphoramidate technique, Caruthers, M. H., et al, "Methods in Enzymology," Vol. 154, pp. 287-314 (1988), and others described in “Synthesis and Applications of DNA and RNA," S. A. Narang, editor, Academic Press, New York, 1987, and the references contained therein.
- the probe or primer comprises one or more detectable markers.
- the probe or primer comprises a fluorescent label such as, for example, fluorescein (FITC), 5,6-carboxymethyl fluorescein, Texas red, nitrobenz-2-oxa-l,3- diazol-4-yl (NBD), coumarin, dansyl chloride, rhodamine, 4'-6-diamidino-2- phenylinodole (DAPI), and the cyanine dyes Cy3, Cy3.5, Cy5, Cy5.5 and Cy7, fluorescein (5-carboxyfluorescein-N-hydroxysuccinimide ester), rhodamine (5,6- tetramethyl rhodamine).
- FITC fluorescein
- Texas red nitrobenz-2-oxa-l,3- diazol-4-yl
- NBD nitrobenz-2-oxa-l,3- diazol-4-yl
- DAPI nitrobenz-2-oxa-l,3- diazol-4-yl
- the probe or primer is labeled with, for example, a fluorescent semiconductor nanocrystal (as described, for example, in US 6,306,610), a radiolabel or an enzyme (e.g. horseradish peroxidase (HRP), alkaline phosphatase (AP) or ⁇ - galactosidase).
- HRP horseradish peroxidase
- AP alkaline phosphatase
- ⁇ - galactosidase e.g. horseradish peroxidase (HRP), alkaline phosphatase (AP) or ⁇ - galactosidase
- Such detectable labels facilitate the detection of a probe or primer, for example, "the hybridization of the probe or primer or an amplification product produced using the probe or primer.
- Methods for producing such a labeled probe or primer are known in the art.
- commercial sources for the production of a labeled probe or primer will be known to the skilled artisan, e.g., Sigma-Genosys, Sydney, Australia.
- the present invention additionally contemplates the use a probe or primer as described herein in the manufacture of a diagnostic reagent for diagnosing or determining a predisposition to a therapeutic response.
- Methods for detecting nucleic acids include for example, hybridization based assays, amplification based assays and restriction endonuclease based assays.
- a change in the sequence of a region of the genome or an expression product thereof such as, for example, an insertion, a deletion, a transversion, a transition, alternative splicing or a change in the preference of or occurrence of a splice form of a gene is detected using a method, such as, polymerase chain reaction (PCR) strand displacement amplification, ligase chain reaction, cycling probe technology or a DNA microarray chip amongst others.
- PCR polymerase chain reaction
- PCR Methods of PCR are known in the art and described, for example, in Dieffenbach (Ed) and Dveksler (Ed) (In: PCR Primer: A Laboratory Manual, Cold Spring Harbor Laboratories, NY, 1995).
- two non-complementary nucleic acid primer molecules comprising at least about 20 nucleotides in length, and more preferably at least 30 nucleotides in length are hybridized to different strands of a nucleic acid template molecule, and specific nucleic acid molecule copies of the template are amplified enzymatically.
- PCR products may be detected using electrophoresis and detection with a detectable marker that binds nucleic acids.
- one or more of the oligonucleotides are labeled with a detectable marker (e.g. a fluorophore) and the amplification product detected using, for example, a lightcycler (Perkin Elmer, Wellesley, MA, USA).
- a detectable marker e.g. a fluorophore
- the present invention also encompasses quantitative forms of PCR, such as, for example, Taqman assays.
- Strand displacement amplification utilizes oligonucleotides, a DNA polymerase and a restriction endonuclease to amplify a target sequence.
- the oligonucleotides are hybridized to a target nucleic acid and the polymerase used to produce a copy of this region.
- the duplexes of copied nucleic acid and target nucleic acid are then nicked with an endonuclease that specifically recognizes a sequence at the beginning of the copied nucleic acid.
- the DNA polymerase recognizes the nicked DNA and produces another copy of the target region at the same time displacing the previously generated nucleic acid.
- SDA Strand displacement amplification
- Ligase chain reaction uses at least two oligonucleotides that bind to a target nucleic acid in such a way that they are adjacent. A ligase enzyme is then used to link the oligonucleotides. Using thermocycling the ligated oligonucleotides then become a target for further oligonucleotides. The ligated fragments are then detected, for example, using electrophoresis, or MALDI-TOF. Alternatively, or in addition, one or more of the probes is labeled with a detectable marker, thereby facilitating rapid detection.
- Cycling Probe Technology uses chimeric synthetic probe that comprises DNA-RNA- DNA that is capable of hybridizing to a target sequence. Upon hybridization to a target sequence the RNA-DNA duplex formed is a target for R ase H thereby cleaving the probe. The cleaved probe is then detected using, for example, electrophoresis or MALDI-TOF.
- a marker that is associated with or causative of a therapeutic response occurs within a protein coding region of a genomic gene (e.g. an IFN-A3 gene) and is detectable in mRNA encoded by that gene.
- a marker may be an alternate splice-form of a mRNA encoded by a genomic gene (e.g. a splice form not observed in a normal and/or healthy subject, or, alternatively, an increase or decrease in the level of a splice form in a subject that carries the marker).
- Such a marker may be detected using, for example, reverse-transcriptase PCR (RT-PCR), transcription mediated amplification (TMA) or nucleic acid sequence based amplification (NASBA), although any mRNA or cDNA based hybridization and/or amplification protocol is clearly amenable to the instant invention.
- RT-PCR reverse-transcriptase PCR
- TMA transcription mediated amplification
- NASBA nucleic acid sequence based amplification
- Methods of RT-PCR are known in the art and described, for example, in Dieffenbach (Ed) and Dveksler (Ed) (In: PCR Primer: A Laboratory Manual, Cold Spring Harbor Laboratories, NY, 1995).
- Methods of TMA or self-sustained sequence replication use two or more oligonucleotides that flank a target sequence, a RNA polymerase, RNase H and a reverse transcriptase.
- One oligonucleotide (that also comprises a RNA polymerase binding site) hybridizes to an RNA ' molecule that comprises the target sequence and the reverse transcriptase produces cDNA copy of this region.
- RNase H is used to digest the RNA in the RNA-DNA complex, and the second oligonucleotide used to produce a copy of the cDNA.
- the RNA polymerase is then used to produce a RNA copy of the cDNA, and the process repeated.
- NASBA systems rely on the simultaneous activity of three enzymes (a reverse transcriptase, RNase H and RNA polymerase) to selectively amplify target mRNA sequences.
- the mRNA template is transcribed to cDNA by reverse transcription using an oligonucleotide that hybridizes to the target sequence and comprises a RNA polymerase binding site at its 5' end.
- the template RNA is digested with RNase H and double stranded DNA is synthesized.
- the RNA polymerase then produces multiple RNA copies of the cDNA and the process is repeated.
- the hybridization to and/or amplification of a marker associated with a therapeutic response is detectable using, for example, electrophoresis and/or mass spectrometry.
- one or more of the probes/primers and/or one or more of the nucleotides used in an amplification reactions may be labeled with a detectable marker to facilitate rapid detection of a marker, for example, marker as described supra, e.g., a fluorescent label (e.g. Cy5 or Cy3) or a radioisotope (e.g. P).
- amplification of a nucleic acid may be continuously monitored using a melting curve analysis method, such as that described in, for example, US 6,174,670.
- a marker associated with a therapeutic response comprises a single nucleotide change.
- Methods of detecting single nucleotide changes are known in the art, and reviewed, for example, in Landegren et al, Genome Research 8: 769-776, 1998.
- a single nucleotide changes that introduces or alters a sequence that is a recognition sequence for a restriction endonuclease is detected by digesting DNA with the endonuclease and detecting the fragment of interest using, for example, Southern blotting (described in Ausubel et al (In: Current Protocols in Molecular Biology. Wiley Interscience, ISBN 047 150338, 1987) and Sambrook et al (In: Molecular Cloning: Molecular Cloning: A Laboratory Manual, Cold Spring Harbor Laboratories, New York, Third Edition 2001)).
- a nucleic acid amplification method described supra is used to amplify the region surrounding the single nucleotide changes. The amplification product is then incubated with the endonuclease and any resulting fragments detected, for example, by electrophoresis, MALDI-TOF or PCR.
- the direct analysis of the sequence of polymorphisms of the present invention can be accomplished using either the dideoxy chain termination method or the Maxam-Gilbert method (see Sambrook et al, Molecular Cloning, A Laboratory Manual (2nd Ed., CSHP, New York 1989); Zyskind et al, Recombinant DNA Laboratory Manual, (Acad. Press, 1988)).
- a single nucleotide change is detected using single stranded conformational polymorphism (SSCP) analysis.
- SSCP analysis relies upon the formation of secondary structures in nucleic acids and the sequence dependent nature of these secondary structures.
- an amplification method such as, for example, a method described supra, is used to amplify a nucleic acid that comprises a single nucleotide change.
- the amplified nucleic acids are then denatured, cooled and analyzed using, for example, non-denaturing polyacrylamide gel electrophoresis, mass spectrometry, or liquid chromatography ⁇ e.g. HPLC or dHPLC).
- Regions that comprise different sequences form different secondary structures, and as a consequence migrate at different rates through, for example, a gel and/or a charged field.
- a detectable marker may be incorporated into a probe/primer useful in SSCP analysis to facilitate rapid marker detection.
- any nucleotide changes are detected using, for example, mass spectrometry or capillary electrophoresis.
- amplified products of a region of DNA comprising a single nucleotide change from a test sample are mixed with amplified products from a normal/healthy individual. The products are denatured and allowed to re-anneal.
- samples that comprise a different nucleotide at the position of the single nucleotide change will not completely anneal to a nucleic acid molecule from a normal healthy individual thereby changing the charge and/or conformation of the nucleic acid, when compared to a completely annealed nucleic acid.
- Such incorrect base pairing is detectable using, for example, mass spectrometry.
- Mass spectrometry is also useful for detecting the molecular weight of a short amplified product, wherein a nucleotide change causes a change in molecular weight of the nucleic acid molecule (such a method is described, for example, in US 6,574,700).
- Allele specific PCR (as described, for example, In Liu et al, Genome Research, 7: 389- 398, 1997) is also useful for determining the presence of one or other allele of a single nucleotide change.
- An oligonucleotide is designed, in which the most 3' base of the oligonucleotide hybridizes with the single nucleotide change.
- PCR products are then detected using, for example, gel or capillary electrophoresis or mass spectrometry.
- Primer extension methods described, for example, in Dieffenbach (Ed) and Dveksler (Ed) (In: PCR Primer: A Laboratory Manual, Cold Spring Harbor Laboratories, NY, 1995) are also useful for the detection of a single nucleotide change.
- oligonucleotide that hybridizes to the region of a nucleic acid adjacent to the single nucleotide change.
- This oligonucleotide is then used in a primer extension protocol with a polymerase and a free nucleotide diphosphate that corresponds to either or any of the possible bases that occur at the single nucleotide change.
- the nucleotide-diphosphate is labeled with a detectable marker (e.g. a fluorophore).
- a detectable marker e.g. a fluorophore
- primer extension products are detected using mass spectrometry (e.g. MALDI-TOF).
- the present invention extends to high-throughput forms primer extension analysis, such as, for example, minisequencing (Sy Vamen et al, Genomics 9: 341- 342, 1995).
- a probe or primer or multiple probes or primers
- a solid support e.g. a glass slide
- a biological sample comprising nucleic acid is then brought into direct contact with the probe/s or primer/s, and a primer extension protocol performed with each of the free nucleotide bases labeled with a different detectable marker.
- the nucleotide present at a single nucleotide change or a number of single nucleotide changes is then determined by determining the detectable marker bound to each probe and/or primer.
- LNA and PNA molecules Fluorescently labeled locked nucleic acid (LNA) molecules or fluorescently labeled protein-nucleic acid (PNA) molecules are useful for the detection of SNPs (as described in Simeonov and Nikiforov, Nucleic Acids Research, 30(17): 1 -5, 2002).
- LNA and PNA molecules bind, with high affinity, to nucleic acid, in particular, DNA.
- Fluorophores in particular, rhodamine or hexachlorofluorescein conjugated to the LNA or PNA probe fluoresce at a significantly greater level upon hybridization of the probe to target nucleic acid. However, the level of increase of fluorescence is not enhanced to the same level when even a single nucleotide mismatch occurs.
- the degree of fluorescence detected in a sample is indicative of the presence of a mismatch between the LNA or PNA probe and the target nucleic acid, such as, in the presence of a SNP.
- fluorescently labeled LNA or PNA technology is used to detect a single base change in a nucleic acid that has been previously amplified using, for example, an amplification method described supra.
- LNA or PNA detection technology is amenable to a high-throughput detection of one or more markers immobilizing an LNA or PNA probe to a solid support, as described in Orum et al, Clin. Chem. 45: 1898- 1905, 1999.
- Molecular Beacons are useful for detecting single nucleotide changes directly in a sample or in an amplified product (see, for example, Mhlang and Malmberg, Methods 25: 463-471, 2001).
- Molecular beacons are single stranded nucleic acid molecules with a stem-and-loop structure.
- the loop structure is complementary to the region surrounding the single nucleotide change of interest.
- the stem structure is formed by annealing two "arms,” complementary to each other, that are on either side of the probe (loop).
- a fluorescent moiety is bound to one arm and a quenching moiety to the other arm that suppresses any detectable fluorescence when the molecular beacon is not bound to a target sequence.
- the arms Upon binding of the loop region to its target nucleic acid the arms are separated and fluorescence is detectable.
- a single base mismatch significantly alters the level of fluorescence detected in a sample. Accordingly, the presence or absence of a particular base at the site of a single nucleotide change is determined by the level of fluorescence detected.
- a single nucleotide change can also be identified by hybridization to nucleic acid arrays, an example of which is described in WO 95/11995.
- WO 95/11995 also describes subarrays that are optimized for detection of a variant form of a pre- characterized polymorphism.
- Such a sub-array contains probes designed to be complementary to a second reference sequence, which is an allelic variant of the first reference sequence.
- the second group of probes is designed by the same principles, except that the probes exhibit complementarity to the second reference sequence.
- a second group can be particularly useful for analyzing short sub-sequences of the primary reference sequence in which multiple mutations are expected to occur within a short distance commensurate with the length of the probes (e.g. , two or more mutations within 9 to 21 bases).
- the present invention encompasses other methods of detecting a single nucleotide change that is associated with a therapeutic response, such as, for example, SNP microarrays (available from Affymetrix, or described, for example, in US 6,468,743 or Hacia et al, Nature Genetics, 14: 441, 1996), Taqman assays (as described in Livak et al, Nature Genetics, 9: 341-342, 1995), solid phase minisequencing (as described in Syvamen et al, Genomics, 13: 1008-1017, 1992), minisequencing with FRET (as described in Chen and wok , Nucleic Acids Res. 25: 347-353, 1997) or pyrominisequencing (as reviewed in Landegren et al, Genome Res., 8(8): 769-776, 1998).
- SNP microarrays available from Affymetrix, or described, for example, in US 6,468,743 or Hacia et al, Nature Genetic
- a single nucleotide change associated with a therapeutic response is detected using a Taqman assay essentially as described by Corder et al, Science, 267: 921-923.
- Serological markers may be employed conveniently to determine HLA-C serotypes arising by expression of HLA-C 1 alleles or HLA-C2 alleles e.g. , by isoelectric focussing (IEF) of sera and C2-specific hemolytic agarose overlay as described by Alper et al., J. Exp. Med. 144, pi 111 et seq. (1976) or Hobart et al, J. Immunol. 116, pi 736 et seq. (1976) incorporated herein by reference.
- IEF isoelectric focussing
- ligand shall be taken in its broadest context to include any chemical compound, polynucleotide, peptide, protein, lipid, carbohydrate, small molecule, natural product, polymer, etc. that is capable of selectively binding, whether covalently or not, to one or more specific sites on a polypeptide encoded by a gene linked to a SNP of Table 1.
- the ligand may bind to its target via any means including hydrophobic interactions, hydrogen bonding, electrostatic interactions, van der Waals interactions, pi stacking, covalent bonding, or magnetic interactions amongst others.
- a ligand is able to specifically bind to a specific form of a polypeptide marker.
- antibody refers to intact monoclonal or polyclonal antibodies, immunoglobulin (IgA, IgD, IgG, IgM, IgE) fractions, humanized antibodies, or recombinant single chain antibodies, as well as fragments thereof, such as, for example Fab, F(ab)2, and Fv fragments.
- Antibodies are prepared by any of a variety of techniques known to those of ordinary skill in the art, and described, for example in, Harlow and Lane (In: Antibodies: A Laboratory Manual, Cold Spring Harbor Laboratory, 1988).
- an immunogen comprising the antigenic polypeptide is initially injected into any one of a wide variety of animals (e.g. , mice, rats, rabbits, sheep, humans, dogs, pigs, chickens and goats).
- the immunogen is derived from a natural source, produced by recombinant expression means, or artificially generated, such as by chemical synthesis (e.g., BOC chemistry or FMOC chemistry).
- a peptide comprising any variant amino acid listed in Table 1 may be employed as an antigen for antibody production.
- a peptide, polypeptide or protein is joined to a carrier protein, such as bovine serum albumin or keyhole limpet hemocyanin.
- the immunogen and optionally a carrier for the protein is injected into the animal host, preferably according to a predetermined schedule incorporating one or more booster immunizations, and blood collected from said the animals periodically.
- the immunogen is injected in the presence of an adjuvant, such as, for example Freund's complete or incomplete adjuvant, lysolecithin and dinitrophenol to enhance the subject's immune response to the immunogen.
- an adjuvant such as, for example Freund's complete or incomplete adjuvant, lysolecithin and dinitrophenol to enhance the subject's immune response to the immunogen.
- Monoclonal or polyclonal antibodies specific for the polypeptide are then purified from blood isolated from an animal by, for example, affinity chromatography using the polypeptide coupled to a suitable solid support.
- Monoclonal antibodies specific for the antigenic polypeptide of interest are prepared, for example, using the technique of Kohler and Milstein, Eur. J.
- fusion techniques are known in the art, for example, the spleen cells and myeloma cells are combined with a nonionic detergent or electrofused and then grown in a selective medium that supports the growth of hybrid cells, but not myeloma cells.
- a preferred selection technique uses HAT (hypoxanthine, aminopterin, and thymine) selection. After a sufficient time, usually about 1 to 2 weeks, colonies of hybrids are observed. Single colonies are selected and growth media in which the cells have been grown is tested for the presence of an antibody having binding activity against the polypeptide (immunogen). Hybridomas having high reactivity and specificity are preferred.
- Monoclonal antibodies are isolated from the supernatants of growing hybridoma colonies using methods such as, for example, affinity purification as described supra.
- Various techniques are also known for enhancing antibody yield, such as injection of the hybridoma cell line into the peritoneal cavity of a suitable vertebrate host, such as a mouse.
- Monoclonal antibodies are then harvested from the ascites fluid or the blood of such an animal subject.
- Contaminants are removed from the antibodies by conventional techniques, such as chromatography, gel filtration, precipitation, and/or extraction.
- the marker associated with neurodegeneration of this invention may be used in the purification process in, for example, an affinity chromatography step.
- an immunogen used in the production of an antibody is one which is sufficiently antigenic to stimulate the production of antibodies that will bind to the immunogen and is preferably, a high titer antibody.
- an immunogen is an entire protein.
- an immunogen consists of a peptide representing a fragment of a polypeptide.
- an antibody raised to such an immunogen also recognizes the full-length protein from which the immunogen was derived, such as, for example, in its native state or having native conformation.
- an antibody raised against a peptide immunogen recognizes the full-length protein from which the immunogen was derived when the protein is denatured.
- denatured is meant that conformational epitopes of the protein are disrupted under conditions that retain linear B cell epitopes of the protein. As will be known to a skilled artisan linear epitopes and conformational epitopes may overlap.
- a monoclonal antibody is produced using a method such as, for example, a human B-cell hybridoma technique (Kozbar et al, Immunol. Today 4:12, 1983), a EBV-hybridoma technique to produce human monoclonal antibodies (Cole et al. Monoclonal Antibodies in Cancer Therapy, 1985 Allen R. Bliss, Inc., pages 77-96), or screening of combinatorial antibody libraries (Huse et al, Science 246:1215, 1989).
- Such an antibody is then particularly useful in detecting the presence of a marker of a therapeutic response.
- the method of the invention detects the presence of a marker in a polypeptide, said marker being associated or causative of with a therapeutic response.
- An amount, level or presence of a polypeptide is determined using any of a variety of techniques known to the skilled artisan such as, for example, a technique selected from the group consisting of, immunoh.istochemistry, immunofluorescence, an immunoblot, a Western blot, a dot blot, an enzyme linked immunosorbent assay (ELISA), radioimmunoassay (RIA), enzyme immunoassay, isoelectric focussing (IEF), fluorescence resonance energy transfer (FRET), matrix-assisted laser desorption/ionization time of flight (MALDI-TOF), electrospray ionization (ESI), mass spectrometry (including tandem mass spectrometry, e.g. LC MS/MS), biosensor technology, evanescent fiber-optics technology or protein chip technology.
- an assay used to determine the amount or level of a protein is a semiquantitative assay. In another example, an assay used to determine the amount or level of a protein in a quantitative assay.
- an amount of antibody or ligand bound to a marker of a therapeutic response is determined using an immunoassay.
- an assay selected from the group consisting of immunohistochemistry, immunofluorescence, enzyme linked immunosorbent assay (ELISA), fluorescence linked immunosorbent assay (FLISA) Western blotting, RIA, a biosensor assay, a protein chip assay, a mass spectrometry assay, a fluorescence resonance energy transfer assay and an' immunostaining assay (e.g. immunofluorescence).
- Standard solid-phase ELISA or FLISA formats are particularly useful in determining the concentration of a protein from a variety of samples.
- such an assay involves immobilizing a biological sample onto a solid matrix, such as, for example a polystyrene or polycarbonate microwell or dipstick, a membrane, or a glass support (e.g. a glass slide).
- a solid matrix such as, for example a polystyrene or polycarbonate microwell or dipstick, a membrane, or a glass support (e.g. a glass slide).
- An antibody that specifically binds to a marker of a therapeutic response is brought into direct contact with the immobilized biological sample, and forms a direct bond with any of its target protein present in said sample.
- This antibody is generally labeled with a detectable reporter molecule, such as for example, a fluorescent label (e.g. FITC or Texas Red) or a fluorescent semiconductor nanocrystal (as described in US 6,306,610) in the case of a FLISA or an enzyme (e.g.
- HRP horseradish peroxidase
- AP alkaline phosphatase
- ⁇ - galactosidase ⁇ - galactosidase
- a suitably labeled secondary antibody is used that binds to the first antibody.
- the label is detected either directly, in the case of a fluorescent label, or through the addition of a substrate, such as for example hydrogen peroxide, TMB, or toluidine, or 5-bromo-4-chloro-3-indol-beta-D-galaotopyranoside (x-gal) in the case of an enzymatic label.
- a substrate such as for example hydrogen peroxide, TMB, or toluidine, or 5-bromo-4-chloro-3-indol-beta-D-galaotopyranoside (x-gal) in the case of an enzymatic label.
- Such ELISA or FLISA based systems are suitable for quantification of the amount of a protein in a sample, by calibrating the detection system against known amounts of a protein standard to which the antibody binds.
- an ELISA comprises immobilizing an antibody or ligand that specifically binds a marker employed in the prognostic assay of the invention on a solid matrix, such as, for example, a membrane, a polystyrene or polycarbonate microwell, a polystyrene or polycarbonate dipstick or a glass support.
- a sample is then brought into physical relation with said antibody, and a marker within the polypeptide is bound or 'captured'.
- the bound protein is then detected using a labeled antibody.
- a labeled anti-human antibody that binds to an epitope that is distinct from the first (capture) antibody is used to detect the captured protein.
- a third labeled antibody can be used that binds the second (detecting) antibody.
- the assay formats described herein are amenable to high throughput formats, such as, for example automation of screening processes or a microarray format as described in Mendoza et al, Biotechniques 27(4): 778-788, 1999.
- variations of the above-described assay will be apparent to those skilled in the art, such as, for example, a competitive ELISA.
- a marker is detected using a radioimmunoassay (RIA).
- RIA radioimmunoassay
- the basic principle of the assay is the use of a radiolabeled antibody or antigen to detect antibody-antigen interactions. An antibody or ligand that specifically binds to the marker is bound to a solid support and a sample brought into direct contact with said antibody.
- an isolated and/or recombinant form of the antigen is' radiolabeled and brought into contact with the same antibody. Following washing, the level of bound radioactivity is detected. As any antigen in the biological sample inhibits binding of the radiolabeled antigen the level of radioactivity detected is inversely proportional to the level of antigen in the sample. Such an assay may be quantitated by using a standard curve using increasing known concentrations of the isolated antigen.
- such an assay may be modified to use any reporter molecule, such as, for example, an enzyme or a fluorescent molecule, in place of a radioactive label.
- any reporter molecule such as, for example, an enzyme or a fluorescent molecule, in place of a radioactive label.
- Western blotting is used to determine the level of a marker employed in the prognostic assay of the invention.
- protein from a sample is separated using sodium dodecyl sulphate polyacrylamide gel electrophoresis (SDS-PAGE) using techniques known in the art and described in, for example, Scopes ⁇ In: Protein Purification: Principles and Practice, Third Edition, Springer Verlag, 1994). Separated proteins are then transferred to a solid support, such as, for example, a membrane ⁇ e.g., a PVDF membrane), using methods known in the art, for example, electrotransfer.
- a solid support such as, for example, a membrane ⁇ e.g., a PVDF membrane
- This membrane is then blocked and probed with a labeled antibody or ligand that specifically binds to a marker of a therapeutic response.
- a labeled secondary, or even tertiary, antibody or ligand is used to detect the binding of a specific primary antibody.
- the level of label is then determined using an assay appropriate for the label used.
- An appropriate assay will be apparent to the skilled artisan.
- the level or presence a protein, marker is determined using methods known in the art, such as, for example, densitometry.
- the intensity of a protein band or spot is normalized against the total amount of protein loaded on a SDS- PAGE gel using methods known in the art.
- control proteins include, for example, actin, glyceraldehyde 3- phosphate dehydrogenase (GAPDH), ⁇ 2 microglobulin, hydroxy-methylbilane synthase, hypoxanthine phosphoribosyl-transferase 1 (HPRT), ribosomal protein LI 3c, succinate dehydrogenase complex subunit A and TATA box binding protein (TBP).
- GPDH glyceraldehyde 3- phosphate dehydrogenase
- HPRT hypoxanthine phosphoribosyl-transferase 1
- TBP TATA box binding protein
- a polypeptide marker of a therapeutic response is detected within a cell, using methods known in the art, such as, for example, immunohistochemistry or immunofluorescence.
- a cell or tissue section that is to be analyzed to determine the presence of the marker is fixed, to stabilize and protect both the cell and the proteins contained within the cell.
- the method of fixation does not disrupt or destroy the antigenicity of the marker, thus rendering it undetectable.
- Methods of fixing a cell include for example, treatment with paraformaldehyde, treatment with alcohol, treatment with acetone, treatment with methanol, treatment with Bouin's fixative and treatment with glutaraldehyde.
- a cell is incubated with a ligand or antibody capable of binding the marker.
- the ligand or antibody is, for example, labeled with a detectable marker, such as, for example, a fluorescent label (e.g. FITC or Texas Red), a fluorescent semiconductor nanocrystal (as described in US 6,306,610) or an enzyme (e.g. horseradish peroxidase (HRP)), alkaline phosphatase (AP) or p-galactosidase.
- a detectable marker such as, for example, a fluorescent label (e.g. FITC or Texas Red), a fluorescent semiconductor nanocrystal (as described in US 6,306,610) or an enzyme (e.g. horseradish peroxidase (HRP)), alkaline phosphatase (AP) or p-galactosidase.
- HRP horseradish peroxidase
- AP alkaline phosphatase
- immunofluorescence or immunohistochemistry will comprise additional steps such as, for example, cell permeabilization (using, for example, n-octyl-BD- glucopyranoside, deoxycholate, a non-ionic detergent such as Triton X-100 NP-40, low concentrations of ionic detergents, such as, for example SDS or saponin) and/or antigen retrieval (using, for example, heat).
- Methods using immunofluorescence are preferable, as they are quantitative or at least semi-quantitative.
- Methods of quantitating the degree of fluorescence of a stained cell are known in the art and described, for example, in Immunohistochemistry (Cuello, 1984 John Wiley and Sons, ASIN 0471900524).
- Biosensor devices generally employ an electrode surface in combination with current or impedance measuring elements to be integrated into a device in combination with the assay substrate (such as that described in U.S. Patent No. 5,567,301).
- An antibody/ligand that specifically binds to a marker of a therapeutic response is preferably incorporated onto the surface of a biosensor device and a biological sample contacted to said device.
- a change in the detected current or impedance by the biosensor device indicates protein binding to said antibody.
- Some forms of biosensors known in the art also rely on surface plasmon resonance to detect protein interactions, whereby a change in the surface plasmon resonance surface of reflection is indicative of a protein binding to a ligand or antibody (U.S. Patent No. 5,485,277 and 5,492,840).
- Biosensors are of particular use in high throughput analysis due to the ease of adapting such systems to micro- or nano-scales. Furthermore, such systems are conveniently adapted to incorporate several detection reagents, allowing for multiplexing of diagnostic reagents in a single biosensor unit. This permits the simultaneous detection of several proteins or peptides in a small amount of body fluids.
- Evanescent biosensors are also preferred as they do not require the pre-treatment of a biological sample prior to detection of a protein of interest.
- An evanescent biosensor generally relies upon light of a predetermined wavelength interacting with a fluorescent molecule, such as for example, a fluorescent antibody attached near the probe's surface, to emit fluorescence at a different wavelength upon binding of the target polypeptide to the antibody or ligand.
- Micro- or nano-cantilever biosensors are also preferred as they do not require the use of a detectable label.
- a cantilever biosensor utilizes a ligand and/or antibody capable of specifically detecting the analyte of interest that is bound to the surface of a deflectable arm of a micro- or nano-cantilever.
- the deflectable arm of the cantilever Upon binding of the analyte of interest (e.g. a marker employed in the prognostic assay of the invention) the deflectable arm of the cantilever is deflected in a vertical direction (i.e. upwards or downwards).
- the change in the deflection of the deflectable arm is then detected by any of a variety of methods, such as, for example, atomic force microscopy, a change in oscillation of the deflectable arm or a change in pizoresistivity.
- Exemplary micro-cantilever sensors are described in USSN 20030010097.
- the proteins, peptides, polypeptides, antibodies or ligands that are able to bind specific antibodies or proteins of interest are bound to a solid support such as for example glass, polycarbonate, polytetrafluoroethylene, polystyrene, silicon oxide, metal or silicon nitride.
- a solid support such as for example glass, polycarbonate, polytetrafluoroethylene, polystyrene, silicon oxide, metal or silicon nitride.
- This immobilization is either direct (e.g. by covalent linkage, such as, for example, Schiff s base formation, disulfide linkage, or amide or urea bond formation) or indirect.
- Methods of generating a protein chip are known in the art and are described in for example U.S. Patent Application No. 20020136821, 20020192654, 20020102617 and U.S. Patent No. 6,391,625.
- a protein chip may comprise only one protein, ligand or antibody, and be used to screen one or more patient samples for the presence of one polypeptide of interest. Such a chip may also be used to simultaneously screen an array of patient samples for a polypeptide of interest.
- a protein sample to be analyzed using a protein chip is attached to a reporter molecule, such as, for example, a fluorescent molecule, a radioactive molecule, an enzyme, or an antibody that is detectable using methods known in the art.
- a reporter molecule such as, for example, a fluorescent molecule, a radioactive molecule, an enzyme, or an antibody that is detectable using methods known in the art.
- biomolecular interaction analysis-mass spectrometry is used to rapidly detect and characterize a protein present in complex biological samples at the low- to sub-fmole level (Nelson et al. Electrophoresis 21: 1155-1163, 2000).
- One technique useful in the analysis of a protein chip is surface enhanced laser desorption/ionization-time of flight-mass spectrometry (SELDI-TOF-MS) technology to characterize a protein bound to the protein chip.
- the protein chip is analyzed using ESI as described in U.S. Patent Application 20020139751.
- any cell or sample that comprises genomic DNA is useful for determining a disease or disorder and/or a predisposition to a disease or disorder.
- the cell or sample is derived from a human.
- the cell or sample is derived from a human.
- the cell or sample comprises a nucleated cell.
- Preferred biological samples include, for example, whole blood, serum, plasma, peripheral blood mononuclear cells (PBMC), a buffy coat fraction, saliva, a buccal cell, urine, fecal material, sweat, liver biopsy or a skin cell.
- a biological sample comprises a white blood cell, more preferably, a lymphocyte cell.
- the biological sample is a cell isolated using a method selected from the group consisting of amniocentesis, chorionic villus sampling, fetal blood sampling (e.g. cordocentesis or percutaneous umbilical blood sampling) and other fetal tissue sampling (e.g. fetal skin biopsy).
- fetal blood sampling e.g. cordocentesis or percutaneous umbilical blood sampling
- other fetal tissue sampling e.g. fetal skin biopsy
- the size of a biological sample will depend upon the detection means used.
- an assay such as, for example, PCR or single nucleotide primer extension may be performed on a sample comprising a single cell, although greater numbers of cells are preferred.
- Alternative forms of nucleic acid detection may require significantly more cells than a single cell.
- protein- based assays require sufficient cells to provide sufficient protein for an antigen based assay.
- the biological sample has been derived or isolated or obtained previously from the subject. Accordingly, the present invention also provides an ex vivo method. In one example, the method of the invention additionally comprises isolating, obtaining or providing the biological sample.
- the method is performed using an extract from a biological sample, such as, for example, genomic DNA, mRNA, cDNA or protein.
- a biological sample such as, for example, genomic DNA, mRNA, cDNA or protein.
- the present invention also includes detection of a marker in a IFN- 3 gene that is associated with a disease or disorder in a cell (e.g. using immunofluorescence), the term "biological sample” also includes samples that comprise a cell or a plurality of cells, whether processed for analysis or not.
- such an assay may require the use of a suitable control, e.g. a normal individual or a typical population, e.g., for quantification.
- a suitable control e.g. a normal individual or a typical population, e.g., for quantification.
- the term "normal individual” shall be taken to mean that the subject is selected on the basis that they are not undergoing treatment with an immunomodulatory composition.
- a suitable control sample is a control data set comprising measurements of the marker being assayed for a typical population of subjects known not to suffer from a medical condition for which therapy may be recommended.
- the subject is not at risk of developing such a medical condition and e.g., the subject does not have a history of the disease.
- the term "typical population" with respect to subjects known not to suffer from a disease or disorder and/or comprise or express a marker of a therapeutic response shall be taken to refer to a population or sample of subjects tested using, for example, known methods for diagnosing the therapeutic response, and determined not to suffer from the disease and/or tested to determine the presence or absence of a marker of the disease, wherein said subjects are representative of the spectrum of normal and/or healthy subjects or subjects known not to suffer from the disease.
- a reference sample is not included in an assay. Instead, a suitable reference sample is derived from an established data set previously generated from a typical population. Data derived from processing, analyzing and/or assaying a test sample is then compared to data obtained for the sample population.
- Data obtained from a sufficiently large number of reference samples so as to be representative of a population allows the generation of a data set for determining the average level of a particular parameter. Accordingly, the amount of an expression product that is diagnostic of a therapeutic response can be determined for any population of individuals, and for any sample derived from said individual, for subsequent comparison to levels of the expression product determined for a sample being assayed. Where such normalized data sets are relied upon, internal controls are preferably included in each assay conducted to control for variation.
- the invention additionally comprises determining a marker for a therapeutic response to any form of medical condition for which therapy with an immunomodulator would be recommended.
- the present invention further provides methods for identifying new markers for a therapeutic response.
- the present invention additionally provides a method for identifying a plurality of markers that is associated with a therapeutic response, said method comprising:
- determining an association between a marker e.g. a polymorphism and/or allele and/or a splice form and/or a mutation
- an event e.g., a response
- determining an association between a marker involves comparing the frequency of a polymorphism, allele, splice form or mutation at a specific locus between a sample of unrelated individuals undergoing treatment (i.e., and5 an appropriate control that is representative of the allelic distribution in the normal population.
- Population stratification occurs when there are multiple subgroups with different allele frequencies present within a population.
- the different underlying allele frequencies in the sampled subgroups may be independent of the disease, disorder and/or phenotype5 within each group, and, as a consequence, may produce erroneous conclusions of linkage disequilibrium or association.
- case-comparison based design may be used in which a0 comparison between a group of unrelated probands with the disease, disorder and/or phenotype and a group of control (comparison) individuals who are unrelated to each other or to the probands, but who have been matched to the proband group on relevant • variable (other than infection status) that may influence genotype (e.g. sex, ethnicity and/or age).
- controls are screened to exclude those subjects that have a personal history of a disease or treatment.
- Such a "supernormal" control group is representative of the allele distribution of individuals unaffected by a disease or treatment.
- an analysis of association is used to detect non-random distribution of one or more alleles and/or polymorphisms and/or splice variants within subjects affected by a disease/disorder and/or phenotype of interest.
- the comparison between the test population and a suitable control population is made under the null hypothesis assumption that the locus to which the alleles and/or polymorphisms are linked has no influence on phenotype, and from this a nominal p-value is produced.
- a biallelic polymorphism or mutation e.g.
- a SNP using a case control study, a chi- square analysis (or equivalent test) of a 2 x 2 contingency table (for analysis of alleles) or a 3 x 2 contingency table (for analysis of genotypes) is used.
- marker data from members of the family of each proband are used to estimate the expected null distributions and an appropriate statistical test performed that compares observed data with that expected under the null hypothesis.
- Another method useful in the analysis of association of a marker with a disease, disorder and/or phenotype is the genomic control method (Devlin and Roeder, Biometrics, 55: 997-1004, 1999).
- the genetic control method computes chi-square test statistics for both null and candidate loci. The variability and/or magnitude of the test statistics observed for the null loci are increased if population stratification and/or unmeasured genetic relationships among the subjects exist. This data is then used to derive a multiplier that is used to adjust the critical value for significance test for candidate loci. In this manner, genetic control permits analysis of stratified case-control data without an increased rate of false positives.
- a structured association approach uses marker loci unlinked to a candidate marker to infer subpopulation membership.
- Latent class analysis is used to control for the effect of population substructure.
- null loci are used to estimate the number of subpopulations and the probability of a subject's membership to each subpopulation. This method is then capable of accounting for a change in allele/polymorphism frequency as a result of0 population substructure.
- a Bayesian statistical approach may be used to determine the significance of an association between an allele and/or polymorphism in a gene and a response to treatment. Such an approach takes account of the prior probability that5 the locus under examination is involved in the therapeutic response of interest (e.g., Morris et al. Am. J. Hum. Genet, 67: 155-169, 2001).
- This example demonstrates SNPs and alleles of the present invention that are0 associated with a response to therapy for hepatitis C virus infection using a composition comprising IFN.
- the disclosed associations between variations in the IL28B gene are sufficiently-strong to indicate that genotypes in 19q 13.13 between position 44,423,000 and position 44,436,000, especially ⁇ - ⁇ 3 (IL-28B) genotypes, can be used to predict drug responses.
- the data also support the use of IFN- ⁇ e.g., IFN- ⁇ and/or IFN 2 and/or ⁇ - ⁇ 3, for treatment of HCV infection and other diseases currently treated using other IFNs such as IFN-a or IFN- ⁇ or combinations thereof.
- the data herein provide high response (HR) alleles associated with a rapid or strong or sustained virus response (SVR) of subjects to hepatitis C therapy comprising IFN-a and ribavirin, as determined by virus clearance, in addition to providing low response (LR) alleles associated with a poor or low response or no response to such therapy.
- HR high response
- SVR sustained virus response
- LR low response
- Tables 1 and 3 provide listings of SNPs linked to the IL28B gene on chromosome 19 which form part of the applicants' invention, including specific examples of HR alleles and LR alleles that are predictive of the response to treatment.
- Table 4 provides data on the effects of different genotypes comprising exemplary HR alleles and/or LR alleles linked to IL28B including, for example, HR alleles and/or LR alleles having approximate p value less than about 10 "9 for rs8099917, rs8109886, rsl 0853727, rs8103142 and rsl 2980275, in addition to several weak alleles of rs4803224, rsl2980602 and rsl0853728.
- Table 5 provides data on the effects of different genotype combinations comprising exemplary HR alleles and/or LR alleles linked to IL28B, including, for example, rs8099917, rs8103142, and rsl2980275.
- double-homozygotes for the HR alleles of rsl 2980275 and rs8099917 and double-homozygotes for the HR alleles of rs8103142 and rs8099917 and triple homozygotes for the HR alleles of rsl 2980275, rs8103142 and rs8099917 show strong responses to therapy (p ⁇ 6 x 10- 4 ), whereas the corresponding homozygotes for LR alleles at these loci demonstrate consistently low responses to therapy (p>0.04), as shown in Table 5.
- Table 6 provides data on haplotype effects for haplotypes comprising exemplary HR alleles and/or LR alleles linked to IL28B including, for example, the haplotype comprising rsl2980275, rs8105790, rs8103142, rsl0853727, rs8109886 and rs8099917.
- Table 7 provides data on the sensitivity, specificity, and positive predictive value (PPV) of different genotypes comprising exemplary HR alleles and/or LR alleles linked to IL28B. These data demonstrate that two doses of a LR allele i.e., homozygosity of the LR allele, is highly predictive of a poor, weak or non-response to therapy, especially with respect to LR alleles of rs7248668, rs4803221 , rs8099917 and rsl 2979860.
- the data herein indicate that the HR allele and/or the LR allele of rs7248668 and/or the HR allele and/or the LR allele of rs4803221 provide improved prognostic value than LR and/or HR alleles of rs8099917.
- GWAS Genome- Wide Association Study
- stage one genotyping a well-characterised Australian population of 302 patients of European ancestry, matched for age, BMI, viral titre, and treatment regime was employed (Table 2). Patients were excluded from the study if they had been co- infected with either HBV or HIV or if they were not of European descent. All patients included in this study had been diagnosed as infected with genotype 1 HCV based on serology and viral DNA tests, had received a standard course of pegylated interferon- alpha (IFN-a) and ribavirin, and their six-month post-treatment responses to therapy as determined by virus clearance had been determined.
- IFN-a pegylated interferon- alpha
- ribavirin six-month post-treatment responses to therapy as determined by virus clearance had been determined.
- non- SVR non-sustained viral response
- Hardy- Weinberg equilibrium and allelic distributions in subjects having high response(s) or low response(s) were compared using a chi-squared test in Haploview ⁇ version 3.31 of the Broad Institute, USA e.g., as described by Barrett et al. Bioinformatics 21, 263-265 (2005).
- the threshold for genome-wide significant association was set at p ⁇ 1.6 x 10 "7 i.e., 0.05/312,000. SNPs having 1.6xl0 "7 ⁇ p ⁇ l.OxlO "4 were considered to show a highly suggestive association with response to therapy.
- the 302 patient samples were genotyped using the Infinium HumanHap300 or CNV370 genotyping BeadChip (Illumina, Inc., San Diego, USA). Samples having a very low call rate using the Illumina cluster (i.e., genotyping efficiency less than 95%) was deleted. A minor allele frequency (MAF) check was performed for data handling accuracy, and those SNPs occurring in less than 0.05% of samples were deleted. Samples providing a Hardy- Weinberg equilibrium p value > 10 "4 were retained. Two individuals were excluded due to genotyping call rates less than 90%, and IBS/IBD analysis revealed that those two individuals were related. The 99% confidence interval (CI) for genotyping error was estimated to be between 1.7% and 1.8%.
- CI confidence interval
- a Manhattan plot of signal intensity relative to genome position and a Quantile- Quantile plot of allelic associations for the stage one SNPs (not shown), identified SNPs that were more associated than may be expected by mere chance.
- a genomic inflation factor lambda of 1.005 in that analysis indicated a low possibility of false positive associations e.g., due to population stratification.
- a total of 312,000 SNPs passed the first stage quality filters and were analysed further.
- SNPs were classified as highly or suggestively associated with the therapeutic response, as described under “statistical analysis” supra.
- stage one three chromosome 19 SNPs were identified having a high or suggestive association with therapeutic response that were linked to the interferon lambda-3 (IFN- ⁇ 3) gene. No other SNPs mapping to chromosome 19 satisfied the threshold for genome-wide associations.
- SNPs on other chromosomes were also identified having at least moderately suggestive positive associations with therapeutic response that mapped to the following chromosomal locations:
- rs6806020 between about 3p21.2 and about 3p21.31, within an intron of the CACNA2D3 gene; and rsl2486361 between about 3p24.3 and about 3p25.1, within an intron of the RTFN-1 gene;
- rs7750468 at about 6q22.31, between C6orf68 and SLC35F1; rs2746200 at about 6ql3, within an intron of the RIMS-1 gene; rs927188 between about 6pl2.2 and about 6pl2.3, within an intron of PHKD-1; rs2517861 between about 6p21.33 and about 6p22 and between HLA pseudogenes HCP5P10 and MICF; and rs2025503 and rs2066911 between about 6p22.1 and about 6p22.2, and between ALDH5A1 and PRL genes;
- rsl0283103 and rs2114487 between about 8ql2.2 to about 8ql3.1 e.g., between CRH and MGC33510 such as between ADHFE1 and MGC33510 or between
- rsl002960 between about 9q22.1 and about 9q22.2, in an intergenic region
- rs 1931704 between about 10q26.2 and about 10q26.3 and between NPS and DOC 1 ;
- rsl939565 at about l lq21 , between KIAA 1731 and FN5 genes; rs568910 and rs557905 within introns of the CASP-1 gene, wherein rs568910 is in intron 2 and rs557905 is in intron 6;
- rsl931704 between about 14q22.1 and 14q22.2, between DACT1 and LOC729646
- rs3093390 between about 16pl 1.2 and about 16pl2.1 and between IL21R and GFT3C1
- rs7196702 between about 16q23.1 and about 16q23.2, in an intron of the WWOX gene
- the SNPs, rs7750468, rs20669l l, rsrs6806020, rs2114487 and rs 1931704 were considered highly suggestive of an association, and the remaining considered to be moderately suggestive of an association based on stage one screening data.
- SNPs having a significance level of p ⁇ l .OxlO "4 irrespective of their genome location, and 206 SNPs linked to genes classified as immune regulatory or anti-viral by gene ontology and having a significance level of l.OxlO- 4 ⁇ p ⁇ l .OxlO were included.
- the SNPs were genotyped using Golden Gate technology (Illumina, Inc., San Diego, USA). Two (2) cases having call rates of less than 0.90, 8 samples with no treatment outcome were excluded. Cluster plots of the remaining samples were checked by visual inspection and 38 ambiguous calls and SNPs with MAF less than 0.05 were also excluded from further analysis.
- DASH dynamic allele-specific hybridization
- PCR or other amplification means employing e.g., ARMS primers of different length or differentially labelled and comprising sequences that overlap at the SNP site to thereby amplify the alleles;
- a flap endonuclease such as cleavase to digest a tripartite structure comprising genomic DNA and two specific oligonucleotide probes wherein a first probe (the Invader oligonucleotide) is complementary to the 3' end of the genomic DNA and comprises a mismatched 3 '-terminal nucleotide that overlaps the SNP in the target genomic DNA and wherein a second probe (allele- specific oligonucleotide) is complementary to the 5' end of the target genomic DNA and extends past the 3' side of the SNP nucleotide and comprises a nucleotide complementary to a SNP allele, such that the tripartite structure forms when the SNP is in the target genomic DNA and cleavase releases the 3' end of the allele-specific probe from the tripartite structure when the matched allele is present in the allele-specific oligonucleo
- FEN flap endonuclease
- thermostable DNA polymerase having 5'- nuclease activity to degrade genomic DNA hybridizing to matched primers but not mismatched primers e.g., performed in real time such as in a Taqman assay format (Applied Biosystems, Carlsbad, USA) and/or in a multiplex assay format;
- ligase assay employing matched and mismatched oligonucleotides to interrogate a SNP by hybridizing the probes over the SNP site such that ligation to an upstream or downstream constant oligonucleotide can occur if the probes are identical to the target genomic DNA;
- xv by temperature gradient gel electrophoresis (TGGE) or temperature gradient capillary electrophoresis (TGCE) employing target DNA comprising denaturing target DNA comprising the SNP site in the presence of an allele-specific probe comprising a mismatched allele to the target DNA, re-annealing the nucleic acids and resolving the products in the presence of a temperature gradient;
- TGGE temperature gradient gel electrophoresis
- TGCE temperature gradient capillary electrophoresis
- rs8099917 SNP was typed by PCR-RFLP using Tsp45I restriction enzyme (New England Biolabs, Beverley, MA). Digestions were performed in 10 ⁇ reactions in XI buffer, 0.4U enzyme, 5 ⁇ PCR product and Milli Q water at 65 °C for 2h. Digested products were electrophoresed at 120V for 1/2 h on a 2% (w/v) TBE gel.
- Data presented in Table 5 show the possible genotypes for two-SNP and three-SNP combinations comprising rs 12980275, rs8099917 and rs8103142.
- genotypes in 19ql3.13 between position 44,420,000 and position 44,440,000 and more specifically between about position 44,423,000 and about position 44,436,000, especially ⁇ - ⁇ 3 (ILr28B) genotypes are predictive of patient responses to immunomodulatory compositions e.g., an interferon such as IFN-a and/or an agent that modulates Thl/Th2 such as ribavirin.
- immunomodulatory compositions e.g., an interferon such as IFN-a and/or an agent that modulates Thl/Th2 such as ribavirin.
- Haplotypes of SNPs linked to the IFN-A3 (IL28B) gene were selected using Haplotype Tagger software of the Center for Human Genetic Research of Massachusetts General Hospital and Harvard Medical School, USA, and the Broad Institute, USA, e.g., as described by de Bakker et al, Nature Genetics 37, 1217-1223 (2005).
- Haplotype Tagger is a tool for the Selection and evaluation of SNPs from genotype data, that combines a pairwise tagging method with a multimarker haplotype approach. Genotype data and/or a chromosomal location within which SNPs are mapped are provided as a source for calculation of linkage disequilibrium patterns based on sequence data for the chromosomal region of interest.
- Haplotype Tagger provides a list of the SNPs and corresponding statistical tests that capture variants of interest.
- Haplotype Tagger may be implemented in the stand-alone program, Haploview (e.g., version 3.31) of the Broad Institute, USA (e.g., Barrett et al. Bioinformatics 21, 263- 265, 2005).
- Haplotype Tagger was employed to fine-map SNPs in the IFN- ⁇ gene cluster and to tag the common haplotypes in the chromosomal region comprising the ⁇ gene cluster. That analysis identified IFN- 3 as having a distinct haplotype block for alleles at loci identified herein as being associated with therapeutic response (data not shown).
- Pairwise correlation coefficients were determined for IFN ⁇ 3 SNPs and haplotype distributions within the study population were determined.
- Table 6 shows haplotypes for combinations of the following SNPs:
- BWA1 Burrows- Wheeler Alignment
- Non-parametric measures of the statistical dependencies between known SNPs linked to the IL28B region of the genome according to HapMap and the genetic variations obtained by massively parallel sequencing were determined as Spearman Correlation Coefficients. This confirms that the genetic variability is correlated to HR and LR alleles of SNPs linked to IL28B.
- genotypes of about 460 individuals infected with HCV and having known treatment responses were also determined, and the sensitivities, specificities, and positive predictive values (PPVs), and negative predictive values (NPVs) were calculated based on the frequencies of those genotypes, for several SNPs linked to IL28B, as follows: For LR alleles:
- Sensitivity was determined as the number of individuals that are homozygous for a test LR allele of a SNP linked to IL28B and do not respond significantly to treatment and/or do not have a sustained viral response to treatment (i.e., low- responders and non-responders), as a proportion of the number of all low- responders and non-responders in the same cohort;
- PPV was determined as the number of low-responders and non-responders that are homozygous for a test LR allele of a SNP linked to IL28B as a proportion of the number of all subjects in the same cohort that are also homozygous for the same test LR allele;
- NPV was determined as the number of responders and high-responders that are not homozygous for a test LR allele of a SNP linked to IL28B as a proportion of the number of all subjects in the same cohort that are also not homozygous for the same test LR allele.
- HR alleles For HR alleles:
- Sensitivity was determined as the number of responders and high-responders that are homozygous for a test HR allele of a SNP linked to IL28B as a proportion of the number of all responders and high-responders in the same cohort;
- PPV was determined as the number of responders and high-responders that are homozygous for a test HR allele of a SNP linked to IL28B as a proportion of the number of all subjects in the same cohort that are also homozygous for the same test HR allele;
- NPV was determined as the number of low-responders and non-responders that are not homozygous for a test HR allele of a SNP linked to IL28B and do not respond significantly to treatment as a proportion of the number of subjects in the same cohort that are also not homozygous for the same test HR allele.
- the positive predictive value was determined to measure the proportion of subjects who are correctly diagnosed by determining homozygosity at HR and LR alleles linked to IL28B.
- Massively parallel sequencing has confirmed the identity of SNPs identified by GWAS herein, and also identified rs7248668 as being associated with the response of subjects to therapy, including the increased likelihood that subjects who are homozygous for LR alleles of rs7248668 or rs4803221 will not mount a significant and/or sustained viral response (SVR) to therapy, and/or the increased likelihood that subjects who are homozygous for HR alleles of rs7248668 or rs4803221 will mount a significant and/or sustained viral response (SVR) to therapy.
- SVR sustained viral response
- the SNPs rs7248668 and rs4803221 are in linkage disequilibrium with SNPs identified by GWAS, including rs8099917 and rsl2979860, e.g., a correlation coefficient (r 2 ) of 0.96 for responders and high- responders (HR) and a correlation coefficient (r 2 ) of 0.97 for poor-responders and non- responders (LR).
- GWAS e.g., a correlation coefficient (r 2 ) of 0.96 for responders and high- responders (HR) and a correlation coefficient (r 2 ) of 0.97 for poor-responders and non- responders (LR).
- LR alleles of the SNPs designated rs4803221 and rs7248668 and rs8099917 and rs 12979860 provide accurate predictions of low- response or non-response to anti-HCV therapy, as shown by a PPV of greater than 70% in each case for two copies of the LR allele.
- This provides the first statistical ranking of LR alleles, and demonstrates for the first time the improved prognostic value of LR alleles at rs4803221 and rs7248668 relative to rs8099917.
- the test may be expected to provide 88.5% accuracy for homozygotes as each locus, as determined by the PPV (Table 7).
- the minor (LR) allele of rs8099917 may provide only 81.8% accuracy for homozygotes as this locus
- the minor (LR) allele of rsl 2979860 may provide only 74.4% accuracy for homozygotes as this locus, as determined by the PPV (Table 7).
- Testing for combinations of markers will also improve test sensitivity in the population, by providing wider population coverage than single markers. For example, by testing for the combination of rs4803221 and rs8099917, population coverage is nearly doubled, and by testing for the combination of rs4803221 and rs8099917 and rsl2979860, up to approximately 33.4% of the population may be covered.
- RT-PCR was performed employing primers and probes for IFN- ⁇ (IL29), IF> 2 (IL28A) and ⁇ - ⁇ 3 (IL28B), essentially as described by Mihm et ah, C. Lab. Invest. 84, 1148-1159 (2004).
- the expression levels of the mRNAs were normalized to median expression of glyceraldehyde 3 -phosphate dehydrogenase (GAPDH).
- GPDH glyceraldehyde 3 -phosphate dehydrogenase
- Data in Figure 1 indicate that expression levels for both IFN- 2 and IFN- 3 are higher in carriers of a genotype having the HR allele for rs8099917 (P ⁇ 0.04).
- the genotype may alter expression in different contexts and with different stimulation e.g., as indicated in Table 1, such as by altering one or more of mRNA splicing, mRNA turnover, mRNA half-life, mRNA stability, affinity of the encoded cytokine for its cognate receptor: Any one or more of these factors may contribute to improved viral clearance for subject having the high response (HR) haplotype.
- HR high response
- the data indicate functional significance in the correlation between haplotype and therapeutic efficacy of pegylated interferon-alpha (IFN-a) and ribavirin against HCV.
- IFN-a pegylated interferon-alpha
- the low response haplotype identified in this study is carried by 70% of northern Europeans, clearly indicating the extent of the problem faced by the pharmaceutical industry for effective therapy of this disease alone
- the definition of SNPs, and associations between specific allelic variants at the loci identified in this study have clear clinical relevance to the diagnosis and treatment using immune response modulators such as interferons, ribavirin and combinations thereof.
- the identification of a subject carrying a low response (LR) allele at a SNP position identified in this study indicates a reduced likelihood of clearing a virus such as HCV compared to a subject that is a non-carrier of the same allele.
- the identification of a subject carrying a high response (HR) allele at a SNP position identified in this study indicates an enhanced likelihood of clearing virus compared to carriers of the LR allele. For example, 82% of GG homozygotes at the rs8099917 locus fail to clear HCV, whereas only 44% of TT homozygotes at this locus fail to clear HCV. Standard genotyping and haplotyping methods as described herein may be employed to determine the likelihood of a response to therapy in a subject. Thus, the data provided herein provide the means to identify those subjects, including 50% of Europeans, who may clear virus on therapy, and those who do not. Using the SNPs identified herein, including the HR haplotype and LR haplotype associations, nearly 90% of subjects capable of having high response(s) to conventional therapy can be identified by their genotype.
- ⁇ - ⁇ 3 is up-regulated by viral infection and by other interferons in hepatocytes and other cells e.g., Siren et al, J. Immunol. 174, 1932-1937 (2005), Ank et al, J. Virol 80, 4501-4509 (2006), and Doyle et al, Hepatol.
- ⁇ - ⁇ 3 also regulates similar genes to IFN-cc via JAK/STAT signalling, however is more specific in its tissue targets.
- IFN- 3 provides the basis for diagnosis for those medical indications currently treated using IFNs. It is also reasonable to conclude that ⁇ - ⁇ 3 provides the basis for alternative therapies to those employing other IFNs such as IFN-cc or IFN- ⁇ , e.g., for those medical indications compatible with IFN- 3 expression and activity.
- IL-21R on chromosome 16
- caspase-1 on chromosome 1 1
- HLA pseudogene cluster on chromosome 6
- IL-21 promotes T cell proliferation and viral clearance, and is structurally similar to IFN- ⁇ in terms of exon structure, wherein the alpha helices are encoded by separate exons.
- CASP1 activates IL-1 which then promotes the inflammatory cascade, and inhibits HCV replication in vitro e.g., Zhu et al, J. Virol. 77, 5493-5498 (2003).
- HLA-C alleles Associations of HLA-C alleles with response to therapy of chronic hepatitis C using an immunomodulatory composition comprising an interferon (IFN)
- IFN interferon
- Interactions e.g., additive interaction or epistatic interaction between IL28B alleles and HLA-C alleles in response to therapy of chronic hepatitis C using an
- immunomodulatory composition comprising an interferon (IFN)
- IFN interferon
- Example 2 The cohort of subjects referred to in Example 2 were also genotyped for the IL28B rs8099917 polymorphism, essentially as described in Example 1, to determine whether or not there is any interaction e.g., additive interaction or epistatic interaction, between HLA-C genotype and rs8099917 genotype in determining the response to antiviral therapy.
- any interaction e.g., additive interaction or epistatic interaction
- subjects who are carriers for at least one HLA-Cl allele and are homozygous for the HR allele of rs8099917 have about 60% likelihood of responding to therapy.
- a second cohort of 483 Australian Caucasians infected with HCV were genotyped for HLA-C and rs8099917 alleles and associations between specific HLA-C alleles with response to therapy and interactions e.g., additive interaction or epistatic interactions, between rs8099917 and HLA-C2 in modulating the response to therapy were determined as before.
- Data presented in Table 12 and Figures 3 and 4 confirm the associations between HLA-C2 alleles and response to therapy for the second cohort and the combined cohorts, and strengthen the conclusion that subjects who are homozygous for HLA-C2 alleles exhibit a low response to therapy compared to subjects who cany at least one HLA-Cl allele.
- These data also confirm the interactions e.g., additive interaction or epistatic interaction between the rs8099917 polymorphism and HLA-C2 in response to antiviral therapy.
- the cohort of subjects referred to in Example 2 were also genotyped for the IL28B rs4803221 polymorphism and HLA-C alleles, to determine whether or not there is any interaction e.g., additive interaction or epistatic interaction between the IL28B marker and HLA-Cl and/or HLA-C2 in response to antiviral therapy.
- any interaction e.g., additive interaction or epistatic interaction between the IL28B marker and HLA-Cl and/or HLA-C2 in response to antiviral therapy.
- tests, for homozygosity of LR alleles at rs4803221 have greatly-improved prognostic accuracy when combined with HLA-C2 homozygosity than do tests for homozygosity of LR alleles at rs8099917 when combined with HLA-C2.
- the predictive value of this test also appears to be improved substantially by further stratifying the population by testing for homozygosity of the LR allele of rs4803221.
- the ' presence of at least one HLA-Cl allele in combination with at least one LR allele at rs4803221 does not have a high predictive value. ⁇ This most likely reflects an interaction between HLA-C2 and the LR allele of rs4803221.
- the cohort of subjects referred to in Example 2 were also genotyped for the IL28B rs 12979860 polymorphism and HLA-C alleles, to determine whether or not there is any interaction e.g., additive interaction or epistatic interaction between the IL28B marker and HLA-C 1 and/or HLA-C2 in response to antiviral therapy.
- Data presented in Table 13 hereof also indicate that subjects who chronically-infected with HCV and being treated with IFN-a and ribavirin, have about 78% likelihood of not responding to treatment with a sustained viral response if they are homozygous for a HLA-C2 genotype and carry at least one LR allele linked to rs 12979860.
- a combined test for homozygosity of HLA-C2 alleles and at least one LR allele at rsl 2979860 and at least one LR allele at rs8099917 may provide population coverage of about 33%, a specificity of about 95% and a positive predictive value of about 80%.
- the population coverage may near 50%, with still higher levels of specificity and accuracy.
- the cohort of subjects referred to in Example 2 were also genotyped for the IL28B rs 7248668 polymorphism and HLA-C alleles, to determine whether or not there is any interaction e.g., additive interaction or epistatic interaction between rs7248668 and either HLA-C 1 alleles or HLA-C2 alleles in response to antiviral therapy.
- Data presented in Table 13 hereof also indicate that subjects who chronically-infected with HCV and being treated with IFN-a and ribavirin, have about 85% likelihood of not responding to treatment with a sustained viral response if they are homozygous for a HLA-C2 genotype and carry at least one LR allele linked to rs7248668.
- the presence of at least one HLA-C1 allele in combination with at least one LR allele at rs7248668 does not have a high predictive value. This most likely reflects an interaction between HLA-C2 and the LR allele of rs7248668.
- a combined test for homozygosity of HLA-C2 alleles and at least one LR allele at rs7248668 and at least one LR allele at rs4803221 and at least one LR allele at rs8099917 may also provide population coverage of about 43%, a specificity of more than 96% and a positive predictive value of more than 83%.
- a combined test for homozygosity of HLA-C2 alleles and at least one LR allele at rs7248668 and at least one LR allele at rs4803221 and at least one LR allele at rs8099917 and at least one LR allele at -rsl2979860 may also provide population coverage of about 61.6%, a specificity of more than 95% and a positive predictive value of more than 80% or 81% or 82%.
- the population coverage may be even higher, and still higher levels of specificity and accuracy may be achieved.
- HLA-C2 homozygotes are less likely to respond to pegylated interferon/ribavirin therapy than those with HLA-C1 genotypes (Odds Ratio 1.57);
- Carriers of one or more LR alleles of IL28B SNPs are less likely to respond to pegylated interferon ribavirin therapy than the corresponding HR genotypes, including the corresponding IL28B-HR homozygotes;
- HLA-C2 homozygotes who are also carriers of one or more LR alleles of IL28B SNPs are much less likely to respond to drug therapy than other genotype combinations e.g., see Figs 3 and 4, Tables 7 and 13; and
- exemplary LR genotypes when combined with HLA-C2 homozygosity may be ranked as follows:
- HBV hepatitis B virus
- HAV human immunodeficiency virus
- Genotype data generated has subsequently been deposited at the European Genomephenome Archive (EGA), accessible at http://www.ebi.ac.uk/ega/. which is hosted by the EBI, under Accession number [EBLEGASOOOO 1000096] .
- EAA European Genomephenome Archive
- Reads from each pool were aligned separately to hgl 9 using version 0.5.8a of Burrows- Wheeler Alignment (BWA) e.g., as described by Li et al., Bioinformatics, 25, 1754- 1760 (2009). Up to four mismatches were permitted across the length of each read, including up to four mismatches in the 32 bp seed. Bases with Phred quality scores of less than three were trimmed from the ends of reads. Reads corresponding to the target region were extracted using SAMtools e.g., as described by Li et al, Bioinformatics, 25, 2078-2079 (2009).
- BWA Burrows- Wheeler Alignment
- Genotype data for 15 SNPs within the 100 kbp target region previously generated as part of a GWAS study were compared to data estimated from pooled MPS data to compare the minor allele frequencies (MAFs), odds ratios and Fisher exact p-values. Correlation between the two data sets was then summarised using Spearman's rank correlation coefficient.
- SNVs single nucleotide variants
- MPS SNPs were ranked by Fisher's exact test. SNPs with p-values exceeding 10 "3 were rejected, and only those SNPs supported by reads aligning in both directions and covered by at least 1000 reads in at least one pool were retained. Those SNPs failing Sequenom genotyping algorithms i.e., which excludes SNPs which are in highly homologous regions, have multiple genomic targets, or are close to other variants which may confound the genotyping, were also rejected. 19 SNPs were retained for validation, all included in dbSNP132.
- Genotype data for ten of those SNPs were available from previous studies, and genotype data for the remaining nine SNPs was generated in a single multiplex Sequenom reaction.
- the validation cohort comprised 905 samples obtained from six different cohorts from Australia, the UK, Germany and Italy. Three SNPs (rs8105790, rs8103142 and rs628973) were not genotyped for 324 samples and 43 samples were not genotyped for five SNPs (rsl0853727, rs8109886, rsl0853728, rs 12980602, rs4803224).
- Genotype data cleaning was performed using PLINK e.g., as described by Purcell et al., American Journal of Human Genetics, 81, 559-575 (2007). To account for obligate missingness, samples with a genotyping rate of below 89.47% (corresponding to less than 17/19 SNPs being assigned a genotype), and SNPs with (i) a genotyping rate below 90%, (ii) a minor allele frequency (MAF) below 1%, or (iii) a combined sample Hardy Weinberg test p-value below 10 '10 , were discarded. A Pearson's chi- square test was used to test for differential missingness of SNPs between responders and non-responders.
- the responder pool generated 34,026,026 reads (17,013,013 pairs) whereas the non-responder pool generated 34,236,380 reads (17,118,190 pairs).
- CRISP detected 1221 SNVs and 1 18 indels (1339 variants in total).
- CRISP called all 15 of the SNPs individually typed as part of the GWAS as variants.
- MAFs with MAFs estimated from pooled MPS data were 0.84 (R) and 0.80 (NR).
- association analyses using 819 samples with genotypes for up to 18 SNPs were performed.
- a meta-analysis of allelic test results determined that 12 of the SNPs were strongly (pO.001) associated with response..
- the four SNPs that best tagged the IL28B region haplotypes were investigated further for their ability to predict response to therapy.
- association testing results using Fisher's exact test based on the BWA alignment and CRISP variant calls from the MPS data with rescaled read counts demonstrate a strong clustering of association signals around IL28B.
- Figure 6 shows that both of these regions to which these amplicons align produced spurious association signals with amplicon 1 producing the most significant association signals overall.
- Association testing of the nineteen SNPs selected for individual genotyping in the independent combined cohort validate the MPS association testing results for the IL28B region, as well as previous GWAS results and other more recent re-sequencing results which are not MPS derived. Such consensus clearly implicate IL28B as the most likely causal gene.
- Haplotype 2 showed the most significant association with failure to respond to therapy. This was tagged by rs8099917 and rs7248668, and largely by rs4803221. These SNPs also returned the highest odds ratios for homozygotes. Predictive value for failure to respond.
- the sensitivity, specificity, positive (for treatment failure, PPV) and negative predictive values for the SNP minor allele homozygotes were compared.
- the best four SNP minor allele homozygotes are shown in Table 16.
- the PPV for treatment failure is likely to be the most useful parameter clinically.
- the SNPs rs4803221 GG (PPV of 77.1, CI 62.7-88.0) and rs7248668 AA (PPV 78.3, CI 63.6-89.1) both performed better than the SNPs currently used in testing rs8099917 GG (PPV 73.3, CI 58.1-85.4) and rsl2979860 TT (PPV 68.3; CI 59.2-76.5) in this sample.
- confidence intervals indicate that they may perform better, worse or equivalently at a population level.
- a combination of carrier status for the rs8099917 minor allele with HLA-C C2C2 homozygosity predicts treatment failure (PPV of approx.
- a CpG island was previously identified on the UCSC human genome draft by Miliak and Hillier ( Figure 9), encompassing SNPs rs 12978960 and rs4803221.
- the major allele for each SNP comprises the C of a CpG dinucleotide.
- Transcription factors that might differentiate between the haplotypes were sought using the program Ali Baba ( Figure 9), which identifies transcription factor sites based on core recognition motifs. Several transcription factors that might differentiate between the haplotypes were identified, and these varied according to SNP present on the haplotype.
- SNPs in the putative promoter region of IL28B using massively parallel sequencing on pooled responders and non-responders, which predicted response to PeglFN/R. These eighteen SNPs collapse to six haplotypes that predict response according to tagging by their minor alleles.
- the minor allele for SNPs rs8099917, rs7248668, and «4803221 - were all found on haplotype 2, which had the highest OR (recessive model) for predicting treatment failure.
- the minor allele of SNP rs4803221 may also be found on the rare haplotype 6.
- the LD block varies between ethnic groups. Japanese and Chinese have fewer common haplotypes, with virtually complete linkage between rs8099917, rsl 2978960, and the 3' end of the gene. In the population of the instant study, any of the SNPs predict treatment failure with similar precision. People of European descent, Hispanics and Indians have more common haplotypes. In the former two it has been determined that haplotype 2 best predicts failure to respond, with homozygotes for haplotype 2 best predicting treatment failure.
- the African population has the shortest LD block, with a boundary between rsl2979860 and rs8099917, and previous investigation has shown that the major effect of this African haplotype lies between this point and the 3' end of the IL28B e.g., Ge et al., Nature, 461, 399-401 (2009).
- the causative SNPs or SNP, or other genetic variant is therefore most likely to be in this section of the gene, which includes promoter variants, intronic, codon changing, and 3 'untranslated SNPs, any of which could be, or could contribute with others, to the functional effect of the haplotype.
- promoter variants any of which could be, or could contribute with others, to the functional effect of the haplotype.
- 3 'untranslated SNPs any of which could be, or could contribute with others, to the functional effect of the haplotype.
- Ge et al (2009) identified an effect of rs8099917 independent of this block in African Americans, indicating multiple, variable, haplotype effects on gene function.
- haplotypes were determined to have putative immune transcription factor sites distinguishing them firm one another.
- the haplotype 2 SNP, rs4803221 resides in the CpG island, and removes a CpG site.
- the SNP rsl 2978960 is the only other common SNP also in this region, and the variant on haplotype 2 also removes a CpG site. Therefore, two potential methylation sites are missing from haplotype 2, and none or one methylation site from the haplotypes corresponding to response.
- Methylated DNA is known to be resistant to unfolding and, as such, corresponds to reduced expression.
- haplotype 2 is clearly the major causative haplotype for predicting response to therapy.
- the causative SNP or SNPs will probably best be sought in the African American population, where the linkage disequilibrium is lowest, allowing breaking up of the large haplotype block and thus allowing inference of the relative effects of each SNP.
- the task of demonstrating the basis for causality, even of haplotypes, is not trivial, and thus far has not been achieved for most of the genetic associations currently identified by GWAS.
- diagnostic tests are likely to be dependent on haplotype tagging SNPs, in combination with other parameters such as IP10, 25 hydroxy vitamin D3, and HLA-C genotype. From genotyping, SNP rs4803221 and HLA-C C2C2 provides the best predictive value. .
- DAAs Direct Acting Antivirals
- boceprivir and telaprivir to the PeglFN/R backbone.
- Cure rates are substantially higher (20-30%), and these drugs have the potential to reduce treatment duration.
- enthusiasm for these regimens is tempered by the substantially lower cure rates (-30%) in previous PeglFN/R null responders.
- future treatment with multiple DAA-based combinations with or without PeglFN/R may be compromised by the development of drug resistance.
- HCV eradication using single DAA-based strategies, particularly in previous treatment failures appears to be IL28B genotype dependent.
- MPS resequencing in GWAS is not without problems. Targeting of the respective region is required, usually via PCR, for smaller association signals. PCR can lead to amplification artefacts that can be alleviated, at least in part, with advanced lab protocols which may result in more uniform coverage than what was achieved in the present study. Failure to assess amplicon pool performance may lead to false positive association signals in MPS resequencing studies. Genomic regions with high homology, such as the one that IL28B is located in, have low mapability, resulting in reduced ability to detect new variants.
- Another problem is that short reads can misalign to a different version of the homologous sequence than the one they were derived from, resulting in alignments with mismatches that are incorrectly identified as putative variants.
- BWA which allows for gapped alignment around indels
- SNP Chromosome Position 1 Location 2 SNP effect Sequence comprising SNP
- Chromosome positions are derived from Hapmap project data release 27.
- SNP Chromosome Position 1 Location 1 SNP effect Sequence comprising SNP
- SNP Chromosome Position 1 Location 1 SNP effect Sequence comprising SNP rsl 549928 19 44431549 5 -end of IL28B expression level gaagcaaagaaagaggaaacagacagtaga[A G]acagggacagagacaatttggaaaccgagt rs34347451 19 44431529 5'-end of IL28B expression level gggatggctgcctccaacactcggtttccf ⁇ /AJaaattgtctctgtccctgtttctactgtct rs35814928 19 44431477 5'-end of IL28B expression level tctgggatcccagtcgggtgtgaggacttc[*/A]aacccgaggttggcctgtgccgggatggc rs4803222 19 44431193 5'-end of IL28B expression level gag
- SNP Chromosome Position 1 Location SNP effect Sequence comprising SNP rs 11882871 19 44429451 5'-end of IL28B expression level tccctgtagaaggacccgctcctctttA GJtatctgagacagtggatccaagtcag rs56215543 19 44429428 5'-end of IL28B expression level gatataagaggagcgggtccttctac[A/G]gggaagagaccacagttctccaggaa rs 12979731 19 44429353 5'-end ofIL28B expression level tccagagctcaagttttttcctgcca[C T]agcaaccgttggagggtcgtacaatg rs2020358 19 44428927 5'-end of IL28B expression level cgagccagggactcaggtggcctg
- Chromosome positions are derived from Hapmap project data release 27.
- SNP Chromosome Position 1 Location 2 SNP effect Sequence comprising SNP
- rs28416813 19 44427484 5'-end/intron I of IL28B alternate splicing cagagagaaagggagctgagggaatgfC/GJagaggctgcccactgagggcaggggc silent mutation in
- rs629008 19 44427130 intron 2 of IL28B alternate splicing cttcaggaaaacatgagtcagtccct[A G]cagtaggagcatgagatagcccactg mRNA
- SNP Chromosome Position 1 Location 1 SNP effect Sequence comprising SNP
- rs8102358 19 44426852 intron 3 of IL28B alternate splicing gtgaaggggccactacagagccaggt[A/G]agcagggctgggagggcaggtggg mRNA
- Chromosome positions are derived from Hapmap project data release 27.
- SNP Chromosome Position 1 Location 1 SNP effect Sequence comprising SNP SEQ ID NO:
- Chromosome positions are derived from Hapmap project data release 27.
- n ess ot erw se spec ie mean s. . are presente .
- SNP Chromosome Position Location 1 SNP effect Sequence comprising SNP
- Chromosome positions are derived from Hapmap project data release 27.
- Chromosome positions are derived from Hapmap project data release 27.
- Stage one and stage two ⁇ -values are based on allelic comparisons obtained from Haploview.
- Odds ratio (OR) and 95% confidence interval (95% C.I.) are based on allelic distributions of SNPs for the combined cohort.
- Stage one and stage two ;?-values are based on allelic comparisons obtained from Haploview.
- Odds ratio (OR) and 95% confidence interval (95% C.I.) are based on allelic distributions of SNPs for the combined cohort.
- Stage one and stage two p-values are based on allelic comparisons obtained from Haploview.
- Odds ratio (OR) and 95% confidence interval (95% C.I.) are based on allelic distributions of SNPs for the combined cohort.
- Stage one and stage two p- values are based on allelic comparisons o btained from Haploview.
- Odds ratio (OR) and 95% confidence interval (95% C.l.) are based on allelic distributions of SNPs for the combined cohort.
- SNP p value 1 p value 1 p value 2 (95% C.I.) 3 Possible genotypes Tested genotype Genotype P value OR (95% C.I.) rs!2980275 4.81- x W°* 1.24 x lO -04 7.74 x 10-'° A/A A/G G/G
- Stage one and stage two ⁇ -values are based on allelic comparisons obtained from Haploview.
- Odds ratio (OR) and 95% confidence interval (95% C.I.) are based on allelic distributions of SNPs for the combined cohort.
- HR genotype homozygous for HR alleles at designated locus associated with higher response to therapy
- LR genotype homozygous for LR alleles at designated locus associated with lower response to therapy.
- Odds ratios of each haplotype were calculated as carriage vs non-carriage of the haplotype.
- hORs have been calculated as carnage of the haplotype vs non-carriage of the
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Abstract
La présente invention concerne un procédé pour déterminer précisément la probabilité qu'un sujet réponde à un traitement avec une composition immunomodulatrice comprenant la détection de l'homozygotie pour les allèles HLA-C2 ou au moins deux marqueurs dont un est un marqueur pour un allèle HLA-C et dont un est un marqueur pour un allèle IL28B, et des procédés pour sélectionner des sujets adaptés pour thérapie ou pour thérapie continue, et pour fournir une thérapie approprié à des sujets, sur la base des résultats d'essai.
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| US201161480987P | 2011-04-29 | 2011-04-29 | |
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| WO2012145794A1 true WO2012145794A1 (fr) | 2012-11-01 |
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| WO2017205385A1 (fr) * | 2016-05-24 | 2017-11-30 | The Regents Of The University Of California | Systèmes rapides d'identification et de surveillance du génome |
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| WO2010144946A1 (fr) * | 2009-06-15 | 2010-12-23 | The University Of Sydney | Procédé de détermination de la réponse au traitement avec une composition immunomodulatrice |
| WO2011146985A1 (fr) * | 2010-05-28 | 2011-12-01 | The University Of Sydney | Méthode de détermination de la réponse à un traitement par une composition immunomodulatrice |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| WO2010144946A1 (fr) * | 2009-06-15 | 2010-12-23 | The University Of Sydney | Procédé de détermination de la réponse au traitement avec une composition immunomodulatrice |
| WO2011146985A1 (fr) * | 2010-05-28 | 2011-12-01 | The University Of Sydney | Méthode de détermination de la réponse à un traitement par une composition immunomodulatrice |
Non-Patent Citations (1)
| Title |
|---|
| SMITH, K. R. ET AL.: "Identification of improved IL28B SNPs and haplotypes for prediction of drug response in treatment of hepatitis C using massively parallel sequencing in a cross-sectional European cohort", GENOME MEDICINE, vol. 3, no. 8, August 2011 (2011-08-01), pages 1 - 13 * |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| WO2017205385A1 (fr) * | 2016-05-24 | 2017-11-30 | The Regents Of The University Of California | Systèmes rapides d'identification et de surveillance du génome |
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