DRUG TARGET ISOGENES: POLYMORPHISMS IN THE NEUROPEPTIDE Y GENE
RELATED APPLICATIONS This application claims the benefit of U.S. Provisional Application Serial No. 60/171,414 filed on December 21, 1999.
FIELD OF THE INVENTION .
This invention relates to variation in genes that encode pharmaceutically important proteins. In particular, this invention provides genetic variants of the human Neuropeptide Y (NPY) gene and methods for identifying which variant(s) of this gene is/are possessed by an individual.
BACKGROUND OF THE INVENTION
Current methods for identifying pharmaceuticals to treat disease often start by identifying, cloning, and expressing an important target protein related to the disease. A determination of whether an agonist or antagonist is needed to produce an effect that may benefit a patient with the disease is then made. Then, vast numbers of compounds are screened against the target protein to find new potential drugs. The desired outcome of this process is a drug that is specific for the target, thereby reducing the incidence of the undesired side effects usually caused by a compound's activity at non-intended targets.
What this approach fails to consider, however, is that natural variability exists in any and every population with respect to a particular protein. A target protein currently used to screen drugs typically is expressed by a gene cloned from an individual who was arbitrarily selected. However, the nucleotide sequence of a particular gene may vary tremendously among individuals. Subtle alteration(s) in the primary nucleotide sequence of a gene encoding a target protei may be manifested as significant variation in expression of or in the structure and/or function of the protein. Such alterations may explain the relatively high degree of uncertainty inherent in treatment of individuals with drugs whose design is based upon a single representative example of the target. For example, it is well-established that some classes of drugs frequently have lower efficacy in some individuals than others, which means such individuals and their physicians must weigh the possible benefit of a larger dosage against a greater risk of side effects . In addition, variable information on the biological function or effects of a particular protein may be due to different scientists unknowingly studying different isoforms of the gene encoding the protein. Thus, information on the type and frequency of genomic variation that exists for pharmaceutically important proteins would be useful.
The organization of single nucleotide variations (polymorphisms) in the primary sequence of a gene into one of the limited number of combinations that exist as units of inheritance is termed a
haplotype. Each haplotype therefore contains significantly more information than individual unorganized polymorphisms. Haplotypes provide an accurate measurement of the genomic variation in the two chromosomes of an individual and can be used to identify and distinguish between isoforms of genes coding for drug targets. Many diseases are associated with specific variations in gene sequences. However while there are examples in which individual polymoφhisms act as genetic markers for a particular phenotype, in many other cases an individual polymorphism may be found in a variety of genomic backgrounds, i.e., haplotypes, and therefore shows no definitive coupling between the polymorphism and the causative site for the phenotype (Clark AG et al. 1998 Am JHum Genet 63:595-612; Ulbrecht M et al. 2000 Am JRespir Crit Care Med 161: 469-74). Because a haplotype represents the variation across each form of a gene, it is superior to a SNP, or even multiple unordered SNPs in the gene, as a tool to determine whether a particular gene is involved in a particular phenotype. For example, analysis of the association between a particular phenotype and each observed haplotype for a gene suspected to be associated with that particular phenotype permits ranking of each haplotype by its statistical power of prediction for the phenotype. Haplotypes found to be strongly associated with the phenotype can then have that positive association confirmed by alternative methods to minimize false positives. Conversely, if no observed haplotypes for that gene show association with the phenotype of interest, then it may be inferred that variation in the gene has little, if any, involvement with that phenotype. Thus, the ability to determine readily whether a gene is involved in the cause or symptoms of a particular disease, or in the response to a particular drug, will be one useful application for haplotypes in development of diagnostics and drugs.
One possible drug target for the treatment of atherosclerosis, obesity, psychological disorders and alcoholism is the Neuropeptide Y (NPY) gene or its encoded product. NPY is a 36-amino acid vasoactive peptide widely distributed throughout the central and peripheral nervous system (Ito, H. et al., Clin. Nephrol. 51:272-279, 1999; Karvonen, M.K. et al., Nat. Med. 4:1434-1437, 1998; Ann.
Med 30:508-510, 1998). NPY has a vasocontrictor effect and enhances the effect of various agonists, including noradrenaline and angiotensin II (Pedrazzini et al., Curr Opin Nephrol Hypertens 1993 2(1): 106-13). NPY plays an important role in the contraction of heart muscle by inducing an increase in the levels of cytosolic and nuclear calcium in heart and vascular smooth muscle cells (Jacques et al., Can J. Physiol Pjarmacol 2000 78(2): 162-72). NPY is a potent orexigenic agent and is believed to be involved in the regulation of eating behavior (Kokot and Ficek., Miner Electrolyte Metab 1999 25(4-6):303-5). It is also involved in the regulation of neuronal activity both under physiological conditions and during pathological hyperactivity such as seizures. Experimental models and tissue from epilepsy sufferers suggest that NPY-mediated neurotrasmission is altered in seizures (Vezzani et al. 1999 22(l):25-30).
The Neuropeptide Y gene is located on chromosome 7pter-q22 and contains 3 exons that encode a 97 amino acid protein. Reference sequences for the NPY gene (reverse complement of a
portion of GenBank Accession No: AC004485.1 ; SEQ ID NO: 1), coding sequence (GenBank Accession No. NM_000905.1), and protein are shown in Figures 1, 2 and 3, respectively.
Several single nucleotide polymorphisms (SNPs) in the NPY gene have been reported in the NCBI SNP Database which correspond to the following polymoφhisms in Figure 1: a cytosine or adenine at a position corresponding to nucleotide 155413 (Ref SNP ED# 16146), a guanine or thymine at a position corresponding to nucleotide 155420 (Ref SNP JJD# 16145), a guanine or adenine at a position corresponding to nucleotide 155562 (Ref SNP ID# 16144), a cytosine or thymine at a position corresponding to nucleotide 156019 (Ref SNP ID#16143), a guanine or adenine at a position corresponding to nucleotide 156039 (Ref SNP ID# 16478), an adenine or guanine at a position corresponding to nucleotide 156101 (Ref SNP ID# 16142), a thymine or cytosine at a position corresponding to nucleotide 156310 (Ref SNP ID#16139), a guanine or adenine at a position corresponding to nucleotide 156374 (Ref SNP ID# 5572), an adenine or guanine at a position corresponding to nucleotide 162782 (Ref SNP ID#5576), an adenine or guanine at a position corresponding to nucleotide 162917 (Ref SNP ID# 16475) and a thymine or cytosine at a position corresponding to nucleotide 162948 (Ref SNP ID# 16126).
The polymoφhism of thymine or cytosine at nucleotide position 156310 in Fig. 1 results in an amino acid variation of leucine (Leu) or proline (Pro) at amino acid position 7 in Figure 3. An association has been identified between the polymoφhism producing the Pro7 variant and higher serum levels of total and LDL cholesterol in obese Finnish and Dutch subjects (Karvonen et al., supra). Nishanen et al. (J. Clin. Endocrinol Metab 2000 86(6):2266-9) also reported that subjects having Pro7 had higher serum cholesterol and apolipoprotein B levels, and are at a higher risk for carotid artherosclerosis than individuals with the Leu7 variant. Recent studies on middle-aged men from Eastern Finland have shown that the Leu7Pro variation is associated with alcohol consumption. Individuals with Pro7 showed a higher average alcohol consumption than individuals with Leu7 (Kauhanen et al., Am. J. Med. Genet 2000 93(2): 117-21). Because of the potential for polymoφhisms in the NPY gene to affect the expression and function of the encoded protein, it would be useful to determine whether additional polymoφhisms exist in the NPY gene, as well as how such polymoφhisms are combined in different copies of the gene. Such information would be useful for studying the biological function of NPY as well as in identifying drugs targeting this protein for the treatment of disorders related to its abnormal expression or function.
SUMMARY OF THE INVENTION
Accordingly, the inventors herein have discovered 8 novel polymoφhic sites in the NPY gene. These polymoφhic sites (PS) correspond to the following nucleotide positions in the reverse complement of the indicated GenBank Accession Number: 154224 (PSl), 154841 (PS2), 155063 (PS3), 155119 (PS4), 155412 (PS5), 155954 (PS9), 156117 (PS13) and 156259 (PS14) in AC004485.1. The polymoφhisms at these sites are thymine or guanine at PS 1 , thymine or cytosine
at PS2, guanine or thymine at PS3, cytosine or adenine at PS4, guanine or thymine at PS5, thymine or cytosine at PS9, adenine or guanine at PS13 and adenine or cytosine at PS14. In addition, the inventors have determined the identity of the alternative nucleotides present at these sites, as well as at the previously identified sites at nucleotides 155413 (PS6), 155420 (PS7), 155562 (PS8),156019 (PS10), 156039 (PSl 1), 156101 (PS12), 156310 (PS15), 156374 (PS16), 162782 (PS 17), 162917 (PS 18) and 162948 (PS 19), in a human reference population of 79 unrelated individuals self- identified as belonging to one of four major population groups: African descent, Asian, Caucasian and Hispanic/Latino. It is believed that NPY-encoding polynucleotides containing one or more of the novel polymoφhic sites reported herein will be useful in studying the expression and biological function of NPY, as well as in developing drugs targeting this protein. In addition, information on the combination of polymoφhisms in the NPY gene may have diagnostic and forensic applications.
Thus, in one embodiment, the invention provides an isolated polynucieotide comprising a nucleotide sequence which is a polymoφhic variant of a reference sequence for the NPY gene or a fragment thereof. The reference sequence comprises SEQ ID NO: 1 and the polymoφhic variant comprises at least one polymoφhism selected from the group consisting of guanine at PSl, cytosine at PS2, thymine at PS3, adenine at PS4, thymine at PS5, cytosine at PS9, guanine at PS13 and cytosine at PS 14. In a preferred embodiment, the polymoφhic variant comprises one or more additional polymoφhisms selected from the group consisting of adenine at PS6, thymine at PS7, adenine at PS8, thymine at PS10, adenine at PSl 1, guanine at PS12, cytosine at PS15, adenine at PS 16, guanine at PS 17, guanine at PS 18 and cytosine at PS 19. A particularly preferred polymoφhic variant is a naturally-occurring isoform (also referred to herein as an "isogene") of the NPY gene. A NPY isogene of the invention comprises thymine or guanine at PSl, thymine or cytosine at PS2, guanine or thymine at PS3, cytosine or adenine at PS4, guanine or thymine at PS5, cytosine or adenine at PS6, guanine or thymine at PS7, guanine or adenine at PS8, thymine or cytosine at PS9, cytosine or thymine at PS 10, guanine or adenine at PSl 1, adenine or guanine at PS 12, adenine or guanine at PS13, adenine or cytosine at PS14, thymine or cytosine at PS15, guanine or adenine at PS 16, adenine or guanine at PS 17, adenine or guanine at PS 18 and thymine or cytosine at PS 19. The invention also provides a collection of NPY isogenes, referred to herein as a NPY genome anthology. A NPY isogene may be defined by the combination and order of these polymoφhisms in the isogene, which is referred to herein as a NPY haplotype. Thus, the invention also provides data on the number of different NPY haplotypes found in the above four population groups. This haplotype data is useful in methods for deriving a NPY haplotype from a individual's genotype for the NPY . gene and for determining an association between a NPY haplotype and a particular trait.
Polynucleotides complementary to these NPY genomic DNA variants are also provided by the invention.
In other embodiments, the invention provides a recombi ant expression vector comprising one of the polymoφhic genomic variants operably linked to expression regulatory elements as well
as a recombinant host cell transformed or transfected with the expression vector. The recombinant vector and host cell may be used to express NPY for protein structure analysis and drug binding studies.
In other embodiments, the invention provides methods, compositions, and kits for haplotyping and/or genotyping the NPY gene in an individual. The methods involve identifying the nucleotide or nucleotide pair present at one or more polymoφhic sites selected from PS1-PS5, PS9, PS 13 and PS 14 in one or both copies of the NPY gene from the individual. The compositions contain oligonucleotide probes and primers designed to specifically hybridize to one or more target regions containing, or that are adjacent to, a polymoφhic site. The methods and compositions for establishing the genotype or haplotype of an individual at the novel polymoφhic sites described herein are useful for studying population diversity, anthropological lineage, the significance of diversity and lineage at the phenotypic level, paternity testing, forensic applications, and for identifying associations between the NPY genetic variation and a trait such as level of drug response or susceptibility to disease. In yet another embodiment, the invention provides a method for identifying an association between a genotype or haplotype and a trait. In preferred embodiments, the trait is susceptibility to a disease, severity of a disease, the staging of a disease or response to a drug. Such methods have applicability in developing diagnostic tests and therapeutic treatments for atherosclerosis, obesity, psychological disorders and alcoholism. The present invention also provides nonhuman transgenic animals comprising one of the
NPY polymoφhic genomic variants described herein and methods for producing such animals. The transgenic animals are useful for studying expression of the NPY isogenes in vivo, for in vivo screening and testing of drugs targeted against NPY protein, and for testing the efficacy of therapeutic agents and compounds for atherosclerosis, obesity, psychological disorders and alcoholism in a biological system.
The present invention also provides a computer system for storing and displaying polymoφhism data determined for the NPY gene. The computer system comprises a computer processing unit; a display; and a database containing the polymoφhism data. The polymoφhism data includes the polymoφhisms, the genotypes and the haplotypes identified for the NPY gene in a reference population. In a preferred embodiment, the computer system is capable of producing a display showing NPY haplotypes organized according to their evolutionary relationships.
BRIEF DESCRIPTION OF THE DRAWINGS
Figure 1 illustrates a reference sequence for the NPY gene that is the reverse complement of part of Genbank Accession Number AC004485.1 (contiguous lines; SEQ ID NO: 1), with the start and stop positions of each region of coding sequence indicated below the sequence by the numbers within the brackets and the polymoφhic sites and polymoφhisms identified by Applicants in a
reference population indicated by the variant nucleotide positioned below the polymoφhic site in the sequence. SEQ ID NO:89 is equivalent to Figure 1, with the two allelic variants of each polymoφhic site indicated by the appropriate nucleotide symbol (r= g or a, y= t or c, m= a or c, k= g or t, s= g or c, and w= a or t; WTJPO standard ST.25). Figure 2 illustrates a reference sequence for the NPY coding sequence (contiguous lines;
SEQ ID NO:2), with the polymoφhic site and polymoφhism identified by Applicants in a reference population indicated by the variant nucleotide positioned below the polymoφhic site in the sequence.
Figure 3 illustrates a reference sequence for the NPY protein (contiguous lines; SEQ ID NO:3), with the variant amino acid(s) caused by the polymoφhism(s) of Fig. 2 positioned below the polymoφhic site in the sequence.
DESCRIPTION OF THE PREFERRED EMBODIMENTS
The present invention is based on the discovery of novel variants of the NPY gene. As described in more detail below, the inventors herein discovered 8 novel polymoφhic sites by characterizing the NPY gene found in genomic DNAs isolated from an Index Repository that contains immortalized cell lines from one chimpanzee and 93 human individuals. The human individuals included a reference population of 79 unrelated individuals self-identified as belonging to one of four major population groups: Caucasian (22 individuals), African descent (20 individuals) Asian (20 individuals) Hispanic/Latino (17 individuals). To the extent possible, the members of this reference population were organized into population subgroups by the self-identified ethnogeographic origin of their four grandparents as shown in Table 1 below.
In addition, the Index Repository contains three unrelated indigenous American Indians (one from each of North, Central and South America), one three-generation Caucasian family (from the CEPH Utah cohort) and one two-generation African- American family.
Using the NPY genotypes identified in the Index Repository and the methodology described in the Examples below, the inventors herein also determined the haplotypes found on each chromosome for most human members of this repository. The NPY genotypes and haplotypes found in the repository include those shown in Tables 4 and 5, respectively. The polymoφhism and haplotype data disclosed herein are useful for studying population diversity, anthropological lineage, the significance of diversity and lineage at the phenotypic level, paternity testing, forensic applications, and for identifying associations between the NPY genetic variation and a trait such as . level of drug response or susceptibility to disease.
In the context of this disclosure, the following terms shall be defined as follows unless otherwise indicated:
Allele - A particular form of a genetic locus, distinguished from other forms by its particular nucleotide sequence.
Candidate Gene - A gene which is hypothesized to be responsible for a disease, condition, or the response to a treatment, or to be correlated with one of these. Gene - A segment of DNA that contains all the information for the regulated biosynthesis of
an RNA product, including promoters, exons, introns, and other untranslated regions that control expression.
Genotype - An unphased 5 ' to 3 ' sequence of nucleotide pair(s) found at one or more polymoφhic sites in a locus on a pair of homologous chromosomes in an individual. As used herein, genotype includes a full-genotype and/or a sub-genotype as described below.
Full-genotype - The unphased 5' to 3' sequence of nucleotide pairs found at all known polymoφhic sites in a locus on a pair of homologous chromosomes in a single individual.
Sub-genotype - The unphased 5' to 3' sequence of nucleotides seen at a subset of the known polymoφhic sites in a locus on a pair of homologous chromosomes in a single individual. Genotyping - A process for determining a genotype of an individual.
Haplotype - A 5 ' to 3 ' sequence of nucleotides found at one or more polymoφhic sites in a locus on a single chromosome from a single individual. As used herein, haplotype includes a full- haplotype and/or a sub-haplotype as described below.
Full-haplotype - The 5' to 3' sequence of nucleotides found at all known polymoφhic sites in a locus on a single chromosome from a single individual.
Sub-haplotype - The 5 ' to 3 ' sequence of nucleotides seen at a subset of the known polymoφhic sites in a locus on a single chromosome from a single individual.
Haplotype pair - The two haplotypes found for a locus in a single individual.
Haplotyping - A process for determining one or more haplotypes in an individual and includes use of family pedigrees, molecular techniques and/or statistical inference.
Haplotype data - Information concerning one or more of the following for a specific gene: a listing of the haplotype pairs in each individual in a population; a listing of the different haplotypes in a population; frequency of each haplotype in that or other populations, and any known associations between one or more haplotypes and a trait. Isoform - A particular form of a gene, mRNA, cDNA or the protein encoded thereby, distinguished from other forms by its particular sequence and/or structure.
Isogene - One of the isoforms of a gene found in a population. An isogene contains all of the polymoφhisms present in the particular isoform of the gene.
Isolated - As applied to a biological molecule such as RNA, DNA, oligonucleotide, or protein, isolated means the molecule is substantially free of other biological molecules such as nucleic acids, proteins, lipids, carbohydrates, or other material such as cellular debris and growth media. Generally, the term "isolated" is not intended to refer to a complete absence of such material or to absence of water, buffers, or salts, unless they are present in amounts that substantially interfere with the methods of the present invention. Locus - A location on a chromosome or DNA molecule corresponding to a gene or a physical orphenotypic feature.
Naturally-occurring - A term used to designate that the object it is applied to, e.g.,
natarally-occurring polynucleotide or polypeptide, can be isolated from a source in nature and which has not been intentionally modified by man.
Nucleotide pair - The nucleotides found at a polymoφhic site on the two copies of a chromosome from an individual. Phased - As applied to a sequence of nucleotide pairs for two or more polymoφhic sites in a locus, phased means the combination of nucleotides present at those polymoφhic sites on a single copy of the locus is known.
Polymorphic site (PS) - A position within a locus at which at least two alternative sequences are found in a population, the most frequent of which has a frequency of no more than 99%. ' Polymorphic variant - A gene, mRNA, cDNA, polypeptide or peptide whose nucleotide or amino acid sequence varies from a reference sequence due to the presence of a polymoφhism in the gene.
Polymorphism - The sequence variation observed in an individual at a polymoφhic site. Polymoφhisms include nucleotide substitutions, insertions, deletions and microsatellites and may, but need not, result in detectable differences in gene expression or protein function.
Polymorphism data - Information concerning one or more of the following for a specific gene: location of polymoφhic sites; sequence variation at those sites; frequency of polymoφhisms in one or more populations; the different genotypes and/or haplotypes determined for the gene; frequency of one or more of these genotypes and/or haplotypes in one or more populations; any known associations) between a trait and a genotype or a haplotype for the gene.
Polymorphism Database - A collection of polymoφhism data arranged in a systematic or methodical way and capable of being individually accessed by electronic or other means.
Polynucleotide - A nucleic acid molecule comprised of single-stranded RNA or DNA or comprised of complementary, double-stranded DNA. Population Group - A group of individuals sharing a common ethnogeographic origin.
Reference Population - A group of subjects or individuals who are predicted to be representative of the genetic variation found in the general population. Typically, the reference population represents the genetic variation in the population at a certainty level of at least 85%, preferably at least 90%, more preferably at least 95% and even more preferably at least 99%. Single Nucleotide Polymorphism (SNP) - Typically, the specific pair of nucleotides observed at a single polymoφhic site. In rare cases, three or four nucleotides may be found.
. Subject - A human individual whose genotypes or haplotypes or response to treatment or disease state are to be determined.
Treatment - A stimulus administered internally or externally to a subject. Unphased - As applied to a sequence of nucleotide pairs for two or more polymoφhic sites in a locus, unphased means the combination of nucleotides present at those polymoφhic sites on a single copy of the locus is not known.
The inventors herein have discovered 8 novel polymoφhic sites in the NPY gene. The polymoφhic sites identified by the inventors are referred to as PS 1-19 to designate the order in which they are located in the gene (see Table 3 below), with the novel polymoφhic sites referred to as PS1- PS5, PS9, PS13 and PS14. Thus, in one embodiment, the invention provides an isolated polynucleotide comprising a polymoφhic variant of the NPY gene or a fragment of the gene which contains at least one of the novel polymoφhic sites described herein. The nucleotide sequence of a variant NPY gene is identical to the reference genomic sequence for those portions of the gene examined, as described in the Examples below, except that it comprises a different nucleotide at one or more of the novel polymoφhic sites PS1-PS5, PS9, PS13 and PS14,' and may also comprise one or more additional polymoφhisms selected from the group consisting of adenine at PS6, thymine at PS 7, adenine at PS8, thymine at PS10, adenine at PS11, guanine at PS12, cytosine at PS15, adenine at PS16, guanine at PS17, guanine at PS18 and cytosine at PS19. Similarly, the nucleotide sequence of a variant fragment of the NPY gene is identical to the corresponding portion of the reference sequence except for having a different nucleotide at one or more of the novel polymoφhic sites described herein. Thus, the invention specifically does not include polynucleotides comprising a nucleotide sequence identical to the reference sequence (or other reported NPY sequences) or to portions of the reference sequence (or other reported NPY sequences), except for genotyping oligonucleotides as described • below. The location of a polymoφhism in a variant gene or fragment is identified by aligning its sequence against SEQ ID NO: 1. The polymoφhism is selected from the group consisting of guanine at PSl, cytosine at PS2, thymine at PS3, adenine at PS4, thymine at PS5, cytosine at PS9, guanine at PS13 and cytosine at PS14. In apreferred embodiment, the polymoφhic variant comprises a naturally-occurring isogene of the NPY gene which is defined by any one of haplotypes 1-20 shown in Table 5 below.
Polymoφbic variants of the invention may be prepared by isolating a clone containing the NPY gene from a human genomic library. The clone may be sequenced to determine the identity of the nucleotides at the novel polymoφhic sites described herein. Any particular variant claimed herein could be prepared from this clone by performing in vitro mutagenesis using procedures well- known in the art.
NPY isogenes may be isolated using any method that allows separation of the two "copies" of the NPY gene present in an individual, which, as readily understood by the skilled artisan, may be the same allele or different alleles. Separation methods include targeted in vivo cloning (TTVC) in yeast as described in WO 98/01573, U.S. Patent No. 5,866,404, and U.S. Patent No. 5,972,614. Another method, which is described in U.S. Patent No. 5,972,614, uses an allele specific oligonucleotide in combination with primer extension and exonuclease degradation to generate hemizygous DNA targets. Yet other methods are single molecule dilution (SMD) as described in
Ruano et al., Proc. Natl. Acad. Sci. 87:6296-6300, 1990; and allele specific PCR (Ruano et al., 17 Nucleic Acids. Res. 8392, 1989; Ruano et al., 19 Nucleic Acids Res. 6877-6882, 1991; Michalatos- Beloin et al., 24 Nucleic Acids Res. 4841-4843, 1996).
The invention also provides NPY genome anthologies, which are collections of NPY isogenes found in a given population. The population may be any group of at least two individuals, including but not limited to a reference population, a population group, a family population, a clinical population, and a same sex population. A NPY genome anthology may comprise individual NPY isogenes stored in separate containers such as microtest tubes, separate wells of a microtitre plate and the like. Alternatively, two or more groups of the NPY isogenes in the anthology may be stored in separate containers. Individual isogenes or groups of isogenes in a genome anthology may be stored in any convenient and stable form, including but not limited to in buffered solutions, as DNA precipitates, freeze-dried preparations and the like. A preferred NPY genome anthology of the invention comprises a set of isogenes defined by the haplotypes shown in Table 5 below.
An isolated polynucleotide containing a polymoφhic variant nucleotide sequence of the invention may be operably linked to one or more expression regulatory elements in a recombinant expression vector capable of being propagated and expressing the encoded NPY protein in a prokaryotic or a eukaryotic host cell. Examples of expression regulatory elements which may be used include, but are not limited to, the lac system, operator and promoter regions of phage lambda, yeast promoters, and promoters derived from vaccinia virus, adenovirus, retroviruses, or SV40. Other regulatory elements include, but are not limited to, appropriate leader sequences, termination codons, polyadenylation signals, and other sequences required for the appropriate transcription and , subsequent translation of the nucleic acid sequence in a given host cell. Of course, the correct combinations of expression regulatory elements will depend on the host system used. In addition, it is understood that the expression vector contains any additional elements necessary for its transfer to and subsequent replication in the host cell. Examples of such elements include, but are not limited to, origins of replication and selectable markers. Such expression vectors are commercially available or are readily constructed using methods known to those in the art (e.g., F. Ausubel et al., 1987, in "Current Protocols in Molecular Biology", John Wiley and Sons, New York, New York). Host cells which may be used to express the variant NPY sequences of the invention include, but are not limited to, eukaryotic and mammalian cells, such as animal, plant, insect and yeast cells, and prokaryotic cells, such as E. coli, or algal cells as known in the art. The recombinant expression vector may be . introduced into the host cell using any method known to those in the art including, but not limited to, microinjection, electroporation, particle bombardment, transduction, and transfection using DEAE- dextran, lipofection, or calcium phosphate (see e.g., Sambrόok et al. (1989) in "Molecular Cloning. A Laboratory Manual", Cold Spring Harbor Press, Plainview, New York). In a preferred aspect, eukaryotic expression vectors that function in eukaryotic cells, and preferably mammalian cells, are used. Non-limiting examples of such vectors include vaccinia virus vectors, adenovirus vectors,
heφes virus vectors, and baculovirus transfer vectors. Preferred eukaryotic cell lines include COS cells, CHO cells, HeLa cells, NTH/3T3 cells, and embryonic stem cells (Thomson, J. A. et al., 1998 Science 282:1145-1147). Particularly preferred host cells are mammalian cells.
Polymoφhic variants of fragments according to the invention comprise at least one novel polymoφhism identified herein and have a length of at least 10 nucleotides and may range up to the full length of the gene. Preferably, such fragments are between 100 and 3000 nucleotides in length, and more preferably between 200 and 2000 nucleotides in length, and most preferably between 500 and 1000 nucleotides in length.
In describing the polymoφhic sites identified herein, reference is made to the sense strand of the gene for convenience. However, as recognized by the skilled artisan, nucleic acid molecules containing the NPY gene may be complementary double stranded molecules and thus reference to a particular site on the sense strand refers as well to the corresponding site on the complementary antisense strand. Thus, reference may be made to the same polymoφhic site on either strand and an .oligonucleotide may be designed to hybridize specifically to either strand at a target region containing the polymoφhic site. Thus, the invention also includes single-stranded polynucleotides which are complementary to the sense strand of the NPY genomic variants described herein.
Polynucleotides comprising a polymoφhic gene variant or fragment may be useful for therapeutic puφoses. For example, where a patient could benefit from expression, or increased expression, of a particular NPY protein isoform, an expression vector encoding the isoform may be administered to the patient. The patient may be one who lacks the NPY isogene encoding that isoform or may already have at least one copy of that isogene.
In other situations, it may be desirable to decrease or block expression of a particular NPY isogene. Expression of a NPY isogene may be turned off by transforming a targeted organ, tissue or cell population with an expression vector that expresses high levels of untranslatable mRNA for the isogene. Alternatively, oligonucleotides directed against the regulatory regions (e.g., promoter, introns, enhancers, 3 ' untranslated region) of the isogene may block transcription. Oligonucleotides targeting the transcription initiation site, e.g., between positions -10 and +10 from the start site are preferred. Similarly, inhibition of transcription can be achieved using oligonucleotides that base-pair with region(s) of the isogene DNA to form triplex DNA (see e.g., Gee et al. in Huber, B.E. and B.I. Carr, Molecular and Tmmunologic Approaches, Futura Publishing Co., Mt. Kisco, N.Y, 1994). Antisense oligonucleotides may also be designed to block translation of NPY mRNA transcribed from a particular isogene. It is also contemplated that ribozymes may be designed that can catalyze ' the specific cleavage of NPY mRNA transcribed from a particular isogene.
The oligonucleotides may be delivered to a target cell or tissue by expression from a vector introduced into the cell or tissue in vivo or ex vivo. Alternatively, the oligonucleotides may be formulated as a pharmaceutical composition for administration to the patient. Oligoribonucleotides and/or oligodeoxynucleotides intended for use as antisense oligonucleotides may be modified to
increase stability and half-life. Possible modifications include, but are not limited to phosphorothioate or 2' O-methyl linkages, and the inclusion of nontraditional bases such as inosine and queosine, as well as acetyl-, methyl-, thio-, and similarly modified forms of adenine, cytosine, guanine, thymine, and uracil which are not as easily recognized by endogenous nucleases. Effect(s) of the polymoφhisms identified herein on expression of NPY may be investigated by preparing recombinant cells and/or organisms, preferably recombinant animals, containing a polymoφhic variant of the NPY gene. As used herein, "expression" includes but is not limited to one or more of the following: transcription of the gene into precursor mRNA; splicing and other processing of the precursor mRNA to produce mature mRNA; mRNA stability; translation of the mature mRNA into NPY protein (including codon usage and tRNA availability); and glycosylation and/or other modifications of the translation product, if required for proper expression and function. To prepare a recombinant cell of the invention, the desired NPY isogene may be introduced into the cell in a vector such that the isogene remains extrachromosomal. In such a situation, the gene will be expressed by the cell from the extrachromosomal location. In a preferred embodiment, the NPY isogene is introduced into a cell in such a way that it'recombines with the endogenous NPY gene present in the cell. Such recombination requires the occurrence of a double recombination event, thereby resulting in the desired NPY gene polymoφhism. Vectors for the introduction of " genes both for recombination and for extrachromosomal maintenance are known in the art, and any suitable vector or vector construct may be used in the invention. Methods such as electroporation, particle bombardment, calcium phosphate co-precipitation and viral transduction for introducing DNA into cells are known in the art; therefore, the choice of method may lie with the competence and preference of the skilled practitioner. Examples of cells into which the NPY isogene may be introduced include, but are not limited to, continuous culture cells, such as COS, NIH/3T3, and primary or culture cells of the relevant tissue type, i.e., they express the NPY isogene. Such recombinant cells can be used to compare the biological activities of the different protein variants. Recombinant organisms, i.e., transgenic animals, expressing a variant NPY gene are prepared using standard procedures known in the art. Preferably, a construct comprising the variant gene is introduced into a nonhuman animal or an ancestor of the animal at an embryonic stage, i.e., the one-cell stage, or generally not later than about the eight-cell stage. Transgenic animals carrying the constructs of the invention can be made by several methods known to those having skill in the art. One method involves transfecting into the embryo a retrovirus constructed to contain one or more insulator elements, a gene or genes of interest, and other components known to those skilled in the art to provide a complete shuttle vector harboring the insulated gene(s) as a transgene, see e.g., U.S. Patent No. 5,610,053. Another method involves directly injecting a transgene into the embryo. A third method involves the use of embryonic stem cells. Examples of animals into which the NPY isogenes may be introduced include, but are not limited to, mice, rats, other rodents, and nonhuman primates (see "The Introduction of Foreign Genes into Mice" and the cited references therein, In:
Recombinant DNA, Eds. J.D. Watson, M. Gilman, J. Witkowski, and M. Zoller; W.H. Freeman and Company, New York, pages 254-272). Transgenic animals stably expressing a human NPY isogene and producing human NPY protein can be used as biological models for studying diseases related to abnormal NPY expression and/or activity, and for screening and assaying various candidate drugs, compounds, and treatment regimens to reduce the symptoms or effects of these diseases.
An additional embodiment of the invention relates to pharmaceutical compositions for treating disorders affected by expression or function of a novel NPY isogene described herein. The . pharmaceutical composition may comprise any of the following active ingredients: a polynucleotide comprising one of these novel NPY isogenes; an antisense oligonucleoti.de directed against one of the novel NPY isogenes, a polynucleotide encoding such an antisense oligOnucleotide, or another compound which inhibits expression of a novel NPY isogene described herein. Preferably, the composition contains the active ingredient in a therapeutically effective amount. By therapeutically effective amount is meant that one or more of the symptoms relating to disorders affected by expression or function of a novel NPY isogene is reduced and/or eliminated. The composition also comprises a pharmaceutically acceptable carrier, examples of which include, but are not limited to, saline, buffered saline, dextrose, and water. Those skilled in the art may employ a formulation most suitable for the active ingredient, whether it is a polynucleotide, oligonucleotide, protein, peptide or small molecule antagonist. The pharmaceutical composition may be administered alone or in combination with at least one other agent, such as a stabilizing compound. Administration of the pharmaceutical composition may be by any number of routes including, but not limited to oral, intravenous, intramuscular, intra-arterial, intramedullary, intrathecal, intraventricular, intradermal, transdermal, subcutaneous, intraperitoneal, intranasal, enteral, topical, sublingual, or rectal. Further details on techniques for formulation and administration may be found in the latest edition of Remington's Pharmaceutical Sciences (Maack Publishing Co., Easton, PA). For any composition, determination of the therapeutically effective dose of active ingredient and/or the appropriate route of administration is well within the capability of those skilled in the art. For example, the dose can be estimated initially either in cell culture assays or in animal models. The animal model may also be used to determine the appropriate concentration range and route of administration. Such information can then be used to determine useful doses and routes for administration in humans. The exact dosage will be determined by the practitioner, in light of factors relating to the patient requiring treatment, including but not limited to severity of the disease state, general health, age, weight and gender of the patient, diet, time and frequency of administration, other drugs being taken by the patient, and tolerance/response to the treatment. information on the identity of genotypes and haplotypes for the NPY gene of any particular individual as well as the frequency of such genotypes and haplotypes in any particular population of individuals is expected to be useful for a variety of basic research and clinical applications. Thus, the invention also provides compositions and methods for detecting the novel NPY polymoφhisms
identified herein.
The compositions comprise at least one NPY genotyping oligonucleotide. In one embodiment, a NPY genotyping oligonucleotide is a probe or primer capable of hybridizing to a target region that is located close to, or that contains, one of the novel polymoφhic sites described herein. As used herein, the term "oligonucleotide" refers to a polynucleotide molecule having less than about 100 nucleotides. A preferred oligonucleotide of the invention is 10 to 35 nucleotides long. More preferably, the oligonucleotide is between 15 and 30, and most preferably, between 20 and 25 nucleotides in length. The oligonucleotide may be comprised of any phosphorylation state of ribonucleotides, deoxyribonucleotides, and acyclic nucleotide derivatives, and other functionally equivalent derivatives. Alternatively, oligonucleotides may have a phosphate-free backbone, which may be comprised of linkages such as carboxymethyl, acetamidate, carbamate, polyamide (peptide nucleic acid (PNA)) and the like (Varma, R. in Molecular Biology and Biotechnology, A Comprehensive Desk Reference, Ed. R. Meyers, VCH Publishers, Inc. (1995), pages 617-620). Oligonucleotides of the invention may be prepared by chemical synthesis using any suitable methodology known in the art, or may be derived from a biological sample, for example, by restriction digestion. The oligonucleotides may be labeled, according to any technique known in the art, including use of radiolabels, fluorescent labels, enzymatic labels, proteins, haptens, antibodies, sequence tags and the like.
Genotyping oligonucleotides of the invention must be capable of specifically hybridizing to a target region of a NPY polynucleotide, i.e., a NPY isogene. As used herein, specific hybridization means the oligonucleotide forms an anti-parallel double-stranded structure with the target region under certain hybridizing conditions, while failing to form such a structure when incubated with a non-target region or a non-NPY polynucleotide under the same hybridizing conditions. Preferably, the oligonucleotide specifically hybridizes to the target region under conventional high stringency conditions. The skilled artisan can readily design and test oligonucleotide probes and primers suitable for detecting polymoφhisms in the NPY gene using the polymoφhism information provided herein in conjunction with the known sequence information for the NPY gene and routine techniques. ' A nucleic acid molecule such as an oligonucleotide or polynucleotide is said to be a "perfect" or "complete" complement of another nucleic acid molecule if every nucleotide of one of the molecules is complementary to the nucleotide at the corresponding position of the other molecule. A nucleic acid molecule is "substantially complementary" to another molecule if it hybridizes to that molecule with sufficient stability to remain in a duplex form under conventional low-stringency conditions. Conventional hybridization conditions are described, for example, by Sambrook J. et al., in Molecular Cloning, A Laboratory Manual, 2nd Edition, Cold Spring Harbor Press, Cold Spring Harbor, NY (1989) and by Haymes, B.D. et al. in Nucleic Acid Hybridization, A Practical Approach, IRL Press, Washington, D.C. (1985). While perfectly complementary oligonucleotides are preferred for detecting polymoφhisms, departures from complete complementarity are contemplated where
such departures do not prevent the molecule from specifically hybridizing to the target region. For example, an oligonucleotide primer may have a non-complementary fragment at its 5' end, with the remainder of the primer being complementary to the target region. Alternatively, non- complementary nucleotides may be interspersed into the oligonucleotide probe or primer as long as the resulting probe or primer is still capable of specifically hybridizing to the target region.
Preferred genotyping oligonucleotides of the invention are allele-specific oligonucleotides. As used herein, the term allele-specific oligonucleotide (ASO) means an oligonucleotide that is able, under sufficiently stringent conditions, to hybridize specifically to one allele of a gene, or other locus, at a target region containing a polymoφhic site while not hybridizing to the corresponding region in another allele(s). As understood by the skilled artisan, allele-specificity will depend upon a variety of readily optimized stringency conditions, including salt and formamide concentrations, as well as temperatures for both the hybridization and washing steps. Examples of hybridization and washing conditions typically used for ASO probes are found in Kogan et al., "Genetic Prediction of Hemophilia A" in PCR Protocols, A Guide to Methods and Applications, Academic Press, 1990 and Ruano et al., 87 Proc. Natl. Acad. Sci. USA 6296-6300, 1990. Typically, an allele-specific oligonucleotide will be perfectly complementary to one allele while containing a single mismatch for another allele.
. Allele-specific oligonucleotide probes which usually provide good discrimination between different alleles are those in which a central position of the oligonucleotide probe aligns with the polymoφhic site in the target region (e.g., approximately the 7th or 8th position in a 15 mer, the 8th or 9th position in a lόmer, the 10th or 11th position in a 20 mer). A preferred ASO probe for detecting NPY gene polymoφhisms comprises a nucleotide sequence, listed 5' to 3', selected from the group consisting of:
TATTCATTCAACAGG (SEQ ID NO: 4) and its complement, TATTCATGCAACAGG (SEQ ID NO: 5) and its complement, CAGTGGGTTGGTAGT (SEQ ID NO: 6) and its complement, CAGTGGGCTGGTAGT (SEQ ID NO: 7) and its complement, CGGGAGGGTTGGGGT (SEQ ID NO: 8) and its complement, CGGGAGGTTTGGGGT (SEQ ID NO: 9) and its complement, CAGCCCCCTCCCCCC ( SEQ ID NO : : 10 and its complement, CAGCCCCATCCCCCC (SEQ ID NO : : 11 and its complement, CTGTGGAGCCCTGGG ( SEQ ID NO : : 12 and its complement, CTGTGGATCCCTGGG ( SEQ ID NO : • 13 and its complement, AGAAAAGTGACCCAG (SEQ ID NO : : 14 and its complement, AGAAAAGCGACCCAG ( SEQ ID" NO : : 15 and its complement, CGCCCGGAGCCCGCA ( SEQ ID •NO : : 16 and its complement, CGCCCGGGGCCCGCA (SEQ ID NO : : 17 and its complement, AATCCCCAAGCCCGT ( SEQ ID NO : : 18 and its complement, and AATCCCCCAGCCCGT ( SEQ ID NO : : 19 and its complement.
An allele-specific oligonucleotide primer of the invention has a 3' terminal nucleotide, or
preferably a 3' penultimate nucleotide, that is complementary to only one nucleotide of a particular SNP, thereby acting as a primer for polymerase-mediated extension only if the allele containing that nucleotide is present. Allele-specific oligonucleotide primers hybridizing to either the coding or noncoding strand are contemplated by the invention. A preferred ASO primer for detecting NPY gene polymoφhisms comprises- a nucleotide sequence, listed 5' to 3', selected from the group consisting of:
CTTGCATATTCATTC (SEQ ID NO 20) GTTAAACCTGTTGAA (SEQ ID NO 21) ;
CTTGCATATTCATGC (SEQ ID NO 22) GTTAAACCTGTTGCA (SEQ ID NO 23) ;
10. GGCACCCAGTGGGT ■ (SEQ ID NO .24) AACAGGACTACCAAC (SEQ ID NO 25) ;
GGCACCCAGTGGGCT (SEQ ID NO 26) AACAGGACTACCAGC (SEQ ID NO 27) ;
CTGGGGCGGGAGGGT (SEQ ID NO 28) ACCCACACCCCAACC (SEQ' ID NO 29);
CTGGGGCGGGAGGTT (SEQ ID NO 30) ACCCACACCCCAAAC (SEQ ID NO 31) ;
CGGTTCCAGCCCCCT (SEQ ID NO 32) AGTGGCGGGGGGAGG (SEQ ID NO 33) ;
15 CGGTTCCAGCCCCAT (SEQ ID NO 34) AGTGGCGGGGGGATG (SEQ ID NO 35) ;
CCCGCTCTGTGGAGC (SEQ ID NO 36) CAGGGCCCCAGGGCT (SEQ ID NO 37) ;
CCCGCTCTGTGGATC (SEQ ID NO 38) CAGGGCCCCAGGGAT (SEQ ID NO 39) ;
GAAGGGAGAAAAGTG (SEQ ID NO 40) TTCCTGCTGGGTCAC (SEQ ID NO 41);
GAAGGGAGAAAAGCG (SEQ ID NO 42) TTCCTGCTGGGTCGC (SEQ ID NO 43);
20 GGACGGCGCCCGGAG (SEQ ID NO 44) CCACCTTGCGGGCTC (SEQ ID NO 45) ;
GGACGGCGCCCGGGG (SEQ ID NO 46) CCACCTTGCGGGCCC (SEQ ID NO 47);
GCTCTGAATCCCCAA (SEQ ID NO 48) CAACGGACGGGCTTG (SEQ ID NO 49) ;
GCTCTGAATCCCCCA (SEQ ID NO 50) and CAACGGACGGGC :TTGGGG (SEQ ID NO 51
) •
25
Other genotyping oligonucleotides of the invention hybridize to a target region located one to several nucleotides downstream of one of the novel polymoφhic sites identified herein. Such
30 oligonucleotides are useful in polymerase-mediated primer extension methods for detecting one of the novel polymoφhisms described herein and therefore such genotyping oligonucleotides are referred to herein as "primer-extension oligonucleotides". In a preferred embodiment, the 3 '- terminus of a primer-extension oligonucleotide is a deoxynucleotide complementary to the nucleotide located immediately adjacent to the polymoφhic site. A particularly preferred oligonucleotide
35 primer for detecting NPY gene polymoφhisms by primer extension terminates in a nucleotide sequence, listed 5 ' to 3 ', selected from the group consisting of:
GCATATTCAT (SEQ ID NO: 52) AAACCTGTTG (SEQ ID NO: 53) ; ACCCAGTGGG (SEQ ID NO: 54) AGGACTACCA (SEQ ID NO: 55) ; GGGCGGGAGG (SEQ ID NO: 56) CACACCCCAA (SEQ ID NO: 57) ;
40 TTCCAGCCCC (SEQ ID NO:58) GGCGGGGGGA (SEQ ID NO:59) ; GCTCTGTGGA (SEQ ID NO: 60) GGCCCCAGGG (SEQ ID NO: 61) ; GGGAGAAAAG (SEQ ID NO: 62) CTGCTGGGTC (SEQ ID NO: 63) ; CGGCGCCCGG (SEQ ID NO: 64) CCTTGCGGGC • (SEQ ID NO: 65) ; CTGAATCCCC (SEQ ID NO: 66) ; and CGGACGGGCT (SEQ ID NO: 67]
45
In some embodiments, a composition contains two or more differently labeled genotyping oligonucleotides for simultaneously probing the identity of nucleotides at two or more polymoφhic
sites. It is also contemplated that primer compositions may contain two or more sets of allele- specific primer pairs to allow simultaneous targeting and amplification of two or more regions containing a polymoφhic site.
NPY genotyping oligonucleotides of the invention may also be immobilized on or 5. synthesized on a solid surface such as a microchip, bead, or glass slide (see, e.g., WO 98/20020 and WO 98/20019). Such immobilized genotyping oligonucleotides may be used in a variety of . polymoφhism detection assays, including but not limited to probe hybridization and polymerase extension assays. Immobilized NPY genotyping oligonucleotides of the invention may comprise an ordered array of oligonucleotides designed to rapidly screen a DNA sample for polymoφhisms in 0 multiple genes at the same time.
In another embodiment, the invention provides a kit comprising at least two genotyping oligonucleotides packaged in separate containers. The kit may also contain other components such as hybridization buffer (where the oligonucleotides are to be used as a probe) packaged in a separate container. Alternatively, where the oligonucleotides are to be used to amplify a target region, the kit 5 may contain, packaged in separate containers, a polymerase and a reaction buffer optimized for primer extension mediated by the polymerase, such as PCR.
The above described oligonucleotide compositions and kits are useful in methods for genotyping and/or haplotyping the NPY gene in an individual. As used herein, the terms "NPY genotype" and "NPY haplotype" mean the genotype or haplotype contains the nucleotide pair or 0 nucleotide, respectively, that is present at one or more of the novel polymoφhic sites described herein and may optionally also include the nucleotide pair or nucleotide present at one or more additional polymoφhic sites in the NPY gene. The additional polymoφhic sites may be currently known polymoφhic sites or sites that are subsequently discovered.
One embodiment of the genotyping method involves isolating from the individual a nucleic 5 acid mixture comprising the two copies of the NPY gene, or a fragment thereof, that are present in the individual, and determining the identity of the nucleotide pair at one or more of the polymόφhic sites selected from PS1-PS5, PS9, PS13 and PS14 in the two copies to assign a NPY genotype to the individual. As will be readily understood by the skilled artisan, the two "copies" of a gene in an ■ individual may be the same allele or may be different alleles. In a preferred embodiment of the 0 genotyping method, the identity of the nucleotide pair atone or more of the polymoφhic sites
. selected from the group consisting of PS6-PS8, PS10-PS12 and PS15-PS19 is also determined. In a particularly preferred embodiment, the genotyping method comprises determining the identity of the nucleotide pair at each of PS1-19.
Typically, the nucleic acid mixture is isolated from a biological sample taken from the 5 individual, such as a blood sample or tissue sample. Suitable tissue samples include whole blood, semen, saliva, tears, urine, fecal material, sweat, buccal, skin and hair. The nucleic acid mixture may be comprised of genomic DNA, mRNA, or cDNA and, in the latter two cases, the biological sample
must be obtained from an organ in which the NPY gene is expressed. Furthermore it will be understood by the skilled artisan that mRNA or cDNA preparations would not be used to detect polymoφhisms located in introns or in 5 ' and 3 ' nontranscribed regions. If a NPY gene fragment is isolated, it must contain the polymoφhic site(s) to be genotyped. One embodiment of the haplotyping method comprises isolating from the individual a nucleic acid molecule containing only one of the two copies of the NPY gene, or a fragment thereof, that is present in the individual and determining in that copy the identity of the nucleotide at one or more of the polymoφhic sites PS1-PS5, PS9, PS13 and PS14 in that copy to assign a NPY'haplotype to the individual. The nucleic acid may be isolated using any method capable of separating the two copies of the NPY gene or fragment such as one of the methods described above for preparing NPY isogenes, with targeted in vivo cloning being the preferred approach. As will be readily appreciated by, those skilled in the art, any individual clone will only provide haplotype information on one of the two NPY gene copies present in an individual. If haplotype. information is desired for the individual's other copy, additional NPY clones will need to be examined. Typically, at least five clones should be examined to have more than a 90% probability of haplotyping both copies of the NPY gene in an individual. In some embodiments, the haplotyping method also comprises identifying the nucleotide at one or more of the polymoφhic sites PS6-PS8, PS10-PS12 and PS15- PS19. In a particularly preferred embodiment, the nucleotide at each of PS1-19 is identified. In a preferred embodiment, a NPY haplotype pair is determined for an individual by identifying the phased sequence of nucleotides at one or more of the polymoφhic sites selected from PS1-PS5, PS9, PS13 and PS14 in each copy of the NPY gene that is present in the individual. In a particularly preferred embodiment, the haplotyping method comprises identifying the phased sequence of nucleotides at each of PS 1-19 in each copy of the NPY gene. When haplotyping both copies of the gene, the identifying step is preferably performed with each copy of the gene being placed in separate containers. However, it is also envisioned that if the two copies are labeled with different tags, or are otherwise separately distinguishable or identifiable, it could be possible in some cases to perform the method in the same container. For example, if first and second copies of the gene are labeled with different first and second fluorescent dyes, respectively, and an allele-specific oligonucleotide labeled with yet a third different fluorescent dye is used to assay the polymoφhic site(s), then 'detecting a combination of the first and third dyes would identify the polymoφhism in the first gene copy while detecting a combination of the second and third dyes would identify the polymoφhism in the second gene copy.
In both the genotyping and haplotyping methods, the identity of a nucleotide (or nucleotide pair) at a polymoφhic site(s) may be determined by amplifying a target region(s) containing the polymoφhic site(s) directly from one or both copies of the NPY gene, or fragment thereof, and the sequence of the amplified region(s) determined by conventional methods. It will be readily appreciated by the skilled artisan that only one nucleotide will be detected at a polymoφhic site in
individuals who are homozygous at that site, while two different nucleotides will be detected if the individual is heterozygous for that site. The polymoφhism may be identified directly, known as positive-type identification, or by inference, referred to as negative-type identification. For example, where a SNP is known to be guanine and cytosine in a reference population, a site may be positively determined to be either guanine or cytosine for an individual homozygous at that site, or both guanine and cytosine, if the individual is heterozygous at that site. Alternatively, the site may be negatively determined to be not guanine (and thus cytosine/cytosine) or not cytosine (and thus guanine/guanine) .
In addition, the identity of the allele(s) present at any of the novel polymoφhic sites described herein may be indirectly determined by genotyping a polymoφhic site not disclosed herein that is in linkage disequilibrium with the polymoφhic site that is of interest. Two sites are said to be in linkage disequilibrium if the presence of a particular variant at one site enhances the predictability of another variant at the second site (Stevens, JC 1999, Mol. Diag. 4: 309-17). Polymoφhic sites in linkage disequilibrium with the presently disclosed polymoφhic sites may be located in regions of the gene or in other genomic regions not examined herein. Genotyping of a polymoφhic site in linkage disequilibrium with the novel polymoφhic sites described herein may be performed by, but is not limited to, any of the above-mentioned methods for detecting the identity of the allele at a polymoφhic site.
The target region(s) may be amplified using any oligonucleotide-directed amplification method, including but not limited to polymerase chain reaction (PCR) (U.S. Patent No. 4,965, 188), ligase chain reaction (LCR) (Barany et al., Proc. Natl. Acad. Sci. USA 88: 189-193, 1991; WO90/01069), and oligonucleotide ligation assay (OLA) (Landegren et al, Science 241:1077-1080, 1988). Oligonucleotides useful as primers or probes in such methods should specifically hybridize to a region of the nucleic acid that contains or is adjacent to the polymoφhic site. Typically, the oligonucleotides are between 10 and 35 nucleotides in length and preferably, between ,15 and 30 nucleotides in length. Most preferably, the oligonucleotides are 20 to 25 nucleotides long. The exact length of the oligonucleotide will depend on many factors that are routinely considered and practiced by the skilled artisan.
Other known nucleic acid amplification procedures may be used to amplify the target region including transcription-based amplification systems (U.S. Patent No. 5,130,238; EP 329,822; U.S. Patent No. 5,169,766, WO89/06700) and isothermal methods (Walker et al., Proc. Natl. Acad. Sci. USA 89:392-396, 1992).
A polymoφhism in the target region may also be assayed before or after amplification using one of several hybridization-based methods known in the art. Typically, allele-specific oligonucleotides are utilized in performing such methods. The allele-specific oligonucleotides may be used as differently labeled probe pairs, with one member of the pair showing a perfect match to one variant of a target sequence and the other member showing a perfect match to a different variant.
In some embodiments, more than one polymoφhic site may be detected at once using a set of allele- specific oligonucleotides or oligonucleotide pairs. Preferably, the members of the set have melting temperatures within 5°C, and more preferably within 2°C, of each other when hybridizing to each of the polymoφhic sites being detected. Hybridization of an allele-specific oligonucleotide to a target polynucleotide may be performed with both entities in solution, or such hybridization may be performed when either the oligonucleotide or the target polynucleotide is covalently or noncovalently affixed to a solid support. Attachment may be mediated, for example, by antibody-antigen interactions, poly-L-Lys, streptavidin or avidin-biotin, salt bridges, hydrophobic interactions, chemical linkages, UV cross- linking baking, etc. Allele-specific oligonucleotides may be synthesized directly on the solid support or attached to the solid support subsequent to synthesis. Solid-supports suitable for use in detection methods of the invention include substrates made of silicon, glass, plastic, paper and the like, which may be formed, for example, into wells (as in 96- well plates), slides, sheets, membranes, fibers, chips, dishes, and beads. The solid support may be treated, coated or derivatized to facilitate the immobilization of the allele-specific oligonucleotide or target nucleic acid.
The genotype or haplotype for the NPY gene of an individual may also be determined by hybridization of a nucleic acid sample containing one or both copies of the gene to nucleic acid arrays and subarrays such as described in WO 95/11995. The arrays would contain a battery of allele-specific oligonucleotides representing each of the polymoφhic sites to be included in the genotype or haplotype.
The identity of polymoφhisms may also be determined using a mismatch detection technique, including but not limited to the RNase protection method using riboprobes (Winter et al., Proc. Natl. Acad. Sci. USA 82:7575, 1985; Meyers et al., Science 230:1242, 1985) and proteins which recognize nucleotide mismatches, such as the E. coli mutS protein (Modrich, P. Ann. Rev. Genet. 25:229-253, 1991). Alternatively, variant alleles can be identified by single strand conformation polymoφhism (SSCP) analysis (Orita et al., Genomics 5:874-879, 1989; Humphries et al., in Molecular Diagnosis of Genetic Diseases, R. Elles, ed., pp. 321-340, 1996) or denaturing gradient gel electrophoresis (DGGE) (Wartell et al., Nucl. Acids Res. 18:2699-2706, 1990; Sheffield et al., Proc. Natl. Acad. Sci. USA 86:232-236, 1989). A polymerase-mediated primer extension method may also be used to identify the polymoφhism(s). Several such methods have been described in the patent and scientific literature and include the "Genetic Bit Analysis" method (W092/15712) and the ligase/polymerase mediated genetic bit analysis (U.S. Patent 5,679,524. Related methods are disclosed in WO91/02087, WO90/09455, W095/17676, U.S. Patent Nos. 5,302,509, and 5,945,283. Extended primers containing a polymoφhism may be detected by mass spectrometry as described in U.S. Patent No. 5,605,798. Another primer extension method is allele-specific PCR (Ruano et al., Nucl. Acids Res. 17:8392, 1989; Ruano et al., Nucl. Acids Res. 19, 6877-6882, 1991; WO 93/22456; Turki et al., J.
Clin. Invest. 95: 1635-1641, 1995). In addition, multiple polymoφhic sites may be investigated by simultaneously amplifying multiple regions of the nucleic acid using sets of allele-specific primers as described in Wallace et al. (WO89/10414).
In another aspect of the invention, an individual's NPY haplotype pair is predicted from its NPY genotype using information on haplotype pairs known to exist in a reference population. In its broadest embodiment, the haplotyping prediction method comprises identifying a NPY genotype for the individual at two or more polymoφhic sites selected from PS1-PS5, PS9, PS13 and PS14, enumerating all possible haplotype pairs which are consistent with the genotype, accessing data containing NPY haplotype pairs identified in a reference population, and assigning a haplotype pair to the individual that is consistent with the data. In one embodiment, the reference haplotype pairs include the NPY haplotype pairs shown in Table 4.
Generally, the reference population should be composed of randomly-selected individuals representing the major ethnogeographic groups of the world. A preferred reference population for use in the methods of the present invention comprises an approximately equal number of individuals from Caucasian, African American, Asian and Hispanic-Latino population groups with the minimum number of each group being chosen based on how rare a haplotype one wants to be guaranteed to see. For example, if one wants to have a q% chance of not missing a haplotype that exists in the population at a p% frequency of occurring in the reference population, the number of individuals (n) who must be sampled is given by 2n=log(l-q)/log(l-p) where p and q are expressed as fractions. A preferred reference population allows the detection of any haplotype whose frequency is at least 10% with about 99% certainty and comprises about 20 unrelated individuals.from each of the four population groups named above. A particularly preferred reference population includes a 3- generation family representing one or more of the four population groups to serve as controls for checking quality of haplotyping procedures. In a preferred embodiment, the haplotype frequency data for each ethnogeographic group is examined to determine whether it is consistent with Hardy- Weinberg equilibrium. Hardy- Weinberg equilibrium (D.L. Hartl et al., Principles of Population Genomics, Sinauer Associates (Sunderland, MA), 3rd Ed., 1997) postulates that the frequency of finding the haplotype pair Hl I H2 is equal to pH_w(Hϊ /H2) = 2p(H1)p(H2) ii H^ H2 ^A pH_w(H B2) = p(H,)p(H2) if H1 = H2 . A statistically significant difference between the observed and expected haplotype frequencies could be due to one or more factors including significant inbreeding in the population group, strong selective pressure on the gene, sampling bias, and/or errors in the genotyping process. If large deviations from Hardy- Weinberg equilibrium are observed in an ethnogeographic group, the number of individuals in that group can be increased to see if the deviation is due to a sampling bias. If a larger sample size does not reduce the difference between observed and expected haplotype pair frequencies, then one may wish to consider haplotyping the individual using a direct haplotyping
method such as, for example, CLASPER System™ technology (U.S. Patent No. 5,866,404), SMD, or allele-specific long-range PCR (Michalotos-Beloin et al., Nucleic Acids Res, 24:4841-4843, 1996). A preferred process for predicting NPY haplotype pairs from NPY genotypes is described in copending U.S. Provisional Application Serial No. 60/198,340. In one embodiment of this method for predicting a NPY haplotype pair, the assigning step involves performing the following analysis. First, each of the possible haplotype pairs is compared to the haplotype pairs in the reference population. Generally, only one of the haplotype pairs in the reference population matches a possible haplotype pair and that pair is assigned to the individual. Occasionally, only one haplotype represented in the reference haplotype pairs is consistent with a possible haplotype pair for an individual, and in such cases the individual is assigned a haplotype pair containing this known haplotype and a new haplotype derived by subtracting the known haplotype from the possible haplotype pair. In rare cases, either no haplotypes in the reference population are consistent with the possible haplotype pairs, or alternatively, multiple reference haplotype pairs are consistent with the possible haplotype pairs. In such cases, the individual is preferably haplotyped using a direct molecular haplotyping method such as, for example, CLASPER System™ technology (U.S. Patent No. 5,866,404), SMD, or allele-specific long-range PCR (Michalotos-Beloin et al., - Nucleic Acids Res. 24:4841-4843, 1996).
The invention also provides a method for determining the frequency of a NPY genotype or NPY haplotype in a population. The method comprises determining the genotype or the haplotype pair for the NPY gene that is present in each member of the population, wherein the genotype or haplotype comprises the nucleotide pair or nucleotide detected at one or more of the polymoφhic sites PS1-PS5, PS9, PS13 and PS14 in the NPY gene; and calculating the frequency any particular genotype or haplotype is found in the population. The population may be a reference population, a family population, a same sex population, a population group, a trait population (e.g., a group of individuals exhibiting a trait of interest such as a medical condition or response to a therapeutic treatment). A preferred process for predicting NPY haplotype pairs from NPY genotypes is described in pending U.S. Provisional Application Serial No. 60/198,340.
In another aspect of the invention, frequency data for NPY genotypes and/or haplotypes found in a reference population are used in a method for identifying an association between a trait and a NPY genotype or a NPY haplotype. The trait may be any detectable phenotype, including but not limited to susceptibility to a disease or response to a treatment. The method involves obtaining data on the frequency of the genotype(s) or haplotype(s) of interest in a reference population as well as in a population exhibiting the trait. Frequency data for one or both of the reference and trait populations may be obtained by genotyping or haplotyping each individual in the populations using one of the methods described above. The haplotypes for the trait population may be determined directly or, alternatively, by the predictive genotype to haplotype approach described above. In another embodiment, the frequency data for the reference and or trait populations is obtained by
accessing previously determined frequency data, which may be in written or electronic form. For example, the frequency data may be present in a database that is accessible by a computer. Once the frequency data is obtained, the frequencies of the genotype(s) or haplotype(s) of interest in the reference and trait populations are compared. In a preferred embodiment, the frequencies of all genotypes and/or haplotypes observed in the populations are compared. If a particular genotype or. haplotype for the NPY gene is more frequent in the trait population than in the reference population at a statistically significant amount, then the trait is predicted to be associated with that NPY genotype or haplotype. Preferably, the NPY genotype or haplotype being compared in the trait and reference populations is selected from the full-genotypes and full-haplotypes shown in Tables 4 and 5, respectively, or from sub-genotypes and sub-haplotypes derived from these genotypes and haplotypes.
In a preferred embodiment of the method, the trait of interest is a clinical response exhibited by a patient to some therapeutic treatment, for example, response to a drug targeting NPY or response to a therapeutic treatment for a medical condition. As used herein, "medical condition" includes but is not limited to any condition or disease manifested as one or more physical and/or psychological symptoms for which treatment is desirable, and includes previously and newly identified diseases and other disorders. As used herein the term "clinical response" means any or all of the following: a quantitative measure of the response, no response, and adverse response (i.e., side effects). . - In order to deduce a correlation between clinical response to a treatment and a NPY genotype or haplotype, it is necessary to obtain data on the clinical responses exhibited by a population of individuals who received the treatment, hereinafter the "clinical population". This clinical data may be obtained by analyzing the results of a clinical trial that has already been run and/or the clinical data may be obtained by designing and carrying out one or more new clinical trials. As used herein, the term "clinical trial" means any research study designed to collect clinical data on responses to a particular treatment, and includes but is not limited to phase I, phase II and phase III clinical trials. . Standard methods are used to define the patient population and to enroll subjects.
It is preferred that the individuals included in the clinical population have been graded for the existence of the medical condition of interest. This is important in cases where the symptom(s) being presented by the patients can be caused by more than one underlying condition, and where treatment of the underlying conditions are not the same. An example of this would be where patients experience breathing difficulties that are due to either asthma or respiratory infections. If both sets were treated with an asthma medication, there would be a spurious group of apparent non-responders that did not actually have asthma. These people would affect the ability to detect any correlation between haplotype and treatment outcome. This grading of potential patients could employ a standard physical exam or one or more lab tests. Alternatively, grading of patients could use haplotyping for situations where there is a strong correlation between haplotype pair and disease
susceptibility or severity.
The therapeutic treatment of interest is administered to each individual in the trial population and each individual's response to the treatment is measured using one or more predetermined criteria.
It is contemplated that in many cases, the trial population will exhibit a range of responses and that the investigator will choose the number of responder groups (e.g., low, medium, high) made up by the various responses. In addition, the NPY gene for each individual in the trial population is genotyped and/or haplotyped, which may be done before or after administering the treatment.
After both the clinical and polymoφhism data have been obtained, correlations between individual response and NPY genotype or haplotype content are created. Correlations may be produced in several ways. In one method, individuals are grouped by their NPY genotype or haplotype (or haplotype pair) (also referred to as a polymoφhism group), and then the averages and standard deviations of clinical responses exhibited by the members of each polymoφhism group are calculated.
These results are then analyzed to determine if any observed variation in clinical response between polymoφhism groups is statistically significant. Statistical analysis methods which may be used are described in L.D. Fisher and G. vanBelle, "Biostatistics: A Methodology for the Health
Sciences", Wiley-Interscience (New York) 1993. This analysis may also include a regression calculation of which polymoφhic sites in the NPY gene give the most significant contribution to the differences in phenotype. One regression model useful in the invention is described in PCT Application Serial No. PCT/USOO/17540, entitled "Methods for Obtaining and Using Haplotype
Data".
A second method for finding correlations between NPY haplotype content and clinical responses uses predictive models based on error-minimizing optimization algorithms. One of many possible optimization algorithms is a genetic algorithm (R. Judson, "Genetic Algorithms and Their Uses in Chemistry" in Reviews in Computational Chemistry, Vol. 10, pp. 1-73, K. B. Lipkowitz and '
D. B. Boyd, eds. (VCH Publishers, New York, 1997). Simulated annealing (Press et al., "Numerical .
Recipes in C: The Art of Scientific Computing", Cambridge University Press (Cambridge) 1992, Ch.
10), neural networks (E. Rich and K. Knight, "Artificial Intelligence", 2nd Edition (McGraw-Hill,
New York, 1991, Ch. 18), standard gradient descent methods (Press et al., supra Ch. 10), or other global or local optimization approaches (see discussion in Judson, supra) could also be used.
Preferably, the correlation is found using a genetic algorithm approach as described in PCT
Application Serial No. PCT/USOO/17540.
Correlations may also be analyzed using analysis of variation (ANOVA) techniques to determine how much of the variation in the clinical data is explained by different subsets of the polymoφhic sites in the NPY gene. As described in PCT Application Serial No. PCT/USOO/17540,
ANOVA is used to test hypotheses about whether a response variable is caused by or correlated with one or more traits or variables that can be measured (Fisher and vanBelle, supra, Ch. 10).
From the analyses described above, a mathematical model may be readily constructed by the skilled artisan that predicts clinical response as a function of NPY genotype or haplotype content. Preferably, the model is validated in one or more follow-up clinical trials designed to test the model. The identification of an association between a clinical response and a genotype or haplotype (or haplotype pair) for the NPY gene may be the basis for designing a diagnostic method to determine those individuals who will or will not respond to the treatment, or alternatively, will respond at a lower level and thus may require more treatment, i.e., a greater dose of a drug. The diagnostic method may take one of several forms: for example, a direct DNA test (i.e., genotyping or haplotyping one or more of the polymoφhic sites in the NPY gene), a serological test, or a physical exam measurement. The only requirement is that there be a good correlation between the diagnostic test results and the underlying NPY genotype or haplotype that is in turn correlated with the clinical response. In a preferred embodiment, this diagnostic method uses the predictive haplotyping method described above.
Any or all analytical and mathematical operations involved in practicing the methods of the present invention may be implemented by a computer. In addition, the computer may execute a program that generates views (or screens) displayed on a display device and with which the user can interact to view and analyze large amounts of information relating to the NPY gene and its genomic variation, including chromosome location, gene structure, and gene family, gene expression data, polymoφhism data, genetic sequence data, and clinical data population data (e.g., data on ethnogeographic origin, clinical responses, genotypes, and haplotypes for one or more populations). The NPY polymoφhism data described herein may be stored as part of a relational database (e.g., an instance of an Oracle database or a set of ASCII flat files). These polymoφhism data may be stored on the computer's hard drive or may, for example, be stored on a CD ROM or on one or more other storage devices accessible by the computer. For example, the data may be stored on one or more databases in communication with the computer via a network.
Preferred embodiments of the invention are described in the following examples. Other embodiments within the scope of the claims herein will be apparent to one skilled in the art from consideration of the specification or practice of the invention as disclosed herein. It is intended that the specification, together with the examples, be considered exemplary only, with the scope and- spirit of the invention being indicated by the claims which follow the examples.
EXAMPLES The Examples herein are meant to exemplify the various aspects of carrying out the invention and are not intended to limit the scope of the invention in any way. The Examples do not include detailed descriptions for conventional methods employed, such as in the performance of genomic DNA isolation, PCR and sequencing procedures. Such methods are well-known to those skilled in the art and are described in numerous publications, for example, Sambrook, Fritsch, and
Maniatis, "Molecular Cloning: A Laboratory Manual", 2nd Edition, Cold Spring Harbor Laboratory Press, USA, (1989).
EXAMPLE 1 This example illustrates examination of various regions of the NPY gene for polymoφhic sites.
Amplification of Target Regions
The following target regions of the NPY gene were amplified using the PCR primer pairs listed below, with the sequences presented in the 5 ' to 3 '' direction and nucleotide positions shown for each region corresponding to the reverse complement of the indicated GenBank Accession No.
Accession No. ACC004485.1 .
Fragment 1 Forward primer:
154135-154158 5'- GGAGCATTCATTCACGGAACTTTC -3' (SEQ ID NO:68)
Reverse primer:
Complement of 154540-154520 5'- GGCTCGGTCGAGACATGAGTG -3' (SEQ ID NO:69) .
PCR Product 406 nt
Fragment 2
Forward primer:
154364-154387 5'- CATTTAACCACCGTCACTTTGGAC -3' (SEQ ID NO:70)
Reverse primer: Complement of 154901-154879 5'- AGTCCTGCCAGAGATAGGAGCAG -3' (SEQ ID NO:71)
PCR Product 538 nt
Fragment 3 ,
Forward primer: 154726-154747 5'- CCAGTTGCCTCACTCCAACAGC -3' (SEQ ID NO:72)
Reverse primer:
Complement of 155161-155142 5'- TGACTCCCACCCGCCACTTC -3' (SEQ ID NO:73) PCR Product 436 nt Fragment 4
Forward primer:
154967-154987 5'- ACTTGGGCTTTGGTGTTGTCC -3' (SEQ ID NO:74)
Reverse primer:
Complement of 155532-155511 5'- AATCAGAGGGGAGCAGAGGAAC -3' (SEQ ID N0.75) PCR Product 566 nt .
Fragment 5 Forward primer:
155377-155399 5'- GAACTTGCTAGAGACGCAGCCTC -3' (SEQ ID NO:76) Reverse primer:
Complement of 155881-155861 5'- CTTCAGGGGATCAACGCTGAC -3' (SEQ ID NO:77) PCR Product 505 nt
Fragment 6 Forward primer:
155760-155780 ' 5'- TGGATTCTTGGGCTCCAAATC -3' (SEQ ID NO:78)
Reverse primer: Complement of 156262-156243 5'- GCTTGGGGATTCAGAGCACC -3' (SEQ ID NO:79) PCR Product 503 nt
Fragment 7 . - •
Forward primer: 156031-156053 5'- GCTTCTTGGTCCCTGAGACTTCG -3' (SEQ ID NO:80)
Reverse primer:
Complement of 156556-156536 5'- CCCTTTCCCTAACATCCCCAG -3' (SEQ ID NO:81) PCR Product 526 nt Fragment 8
Forward primer:
160417-160442 5'- GCTTGCTTGTTACAGATGAACACCTG -3' (SEQ ID NO:82)
Reverse primer:
Complement of 160870-160848 5'- CGTCAAAGGAGCACCAAATAACC -3' (SEQ ID NO:83) PCR Product 454 nt
Fragment 9 Forward primer:
162593-162616 5'- CAGGAAACTTTTCAACAGTTCCCG -3' (SEQ ID NO:84) Reverse primer:
Complement of 163029-163009 5'- GCGAAACGAACCCTGAATCTG -3' (SEQ ID NO:85) PCR Product 437 nt
These primer pairs were used in PCR reactions containing genomic DNA isolated from immortalized cell lines for each member of the Index Repository. The PCR reactions were carried. out under the following conditions:
Reaction volume = 20 μl
10 x Advantage 2 Polymerase reaction buffer (Clontech) = 2 μl 100 ng of human genomic DNA = 1 μl lO mM dNTP ' = 0.4 μl
Advantage 2 Polymerase enzyme mix (Clontech) = 0.2 μl
Forward Primer (10 μM) = 0.4 μl
Reverse Primer (10 μM) = 0.4 μl Water =15.6μl
Amplification profile: 94°C - 2 min. 1 cycle
94°C - 30 sec. -j
64°C - 45 sec. I 35 cycles
72°C - 1 min. J
Sequencing of PCR Products
The PCR products were purified by Solid Phase Reversible Immobilization using the protocol developed by the Whitehead Genome Center. A detailed protocol can be found at http://www.genome.wi.mit.edu/sequencing/protocols/pure/SPRIjpcr.html. Briefly, five μl of carboxyl coated magnetic beads (10 mg/ml) and 60 μl of HYB BUFFER
(2.5M NaCl/20% PEG 8000) were added to each PCR reaction mixture (20 μl). The reaction mixture was mixed well and incubated at room temperature (RT) for 10 min. The microtitre plate was placed on a magnet for 2 min and the beads washed twice with 150 μl of 70% EtOH. The beads were air dried for 2 min and the DNA was eluted in 25 μl of distilled water and incubated at RT for 5 min. The beads were magnetically separated and the supernatant removed for testing and sequencing.
The purified PCR products were sequenced in both directions using the primer sets described previously or those listed below, in the 5 ' to 3 ' direction.
Fragment 7 Reverse sequencing primer:
Complement of 156535-156515 5'- GATCTCCTGGTGTGGAGGCAC -3' (SEQ ID NO:86)
Fragment 9
Forward sequencing primer 162638-162661 5'- AAATGTCTCACCCTTGCTCATACC -3' (SEQ ID NO:87)
Reverse sequencing primer Complement of 163023-163000 5'- CGAACCCTGAATCTGCTAGTTGAG -3' (SEQ ID NO:88)
Analysis of Sequences for Polymoφhic Sites
Sequences were analyzed for the presence of polymoφhisms using the Polyphred program (Nickerson et al., Nucleic Acids Res. 14:2745-2751, 1997). The presence of a polymoφhism was confirmed on both strands. The polymoφhisms and their locations in the NPY gene are listed in Table 3 below.
Table 3. Polymoφhic Sites Identified I in the NPY Gene
Polymoφhic Polyld Nucleotide Nucleotide Reference Variant Site Number Position in GenBank Position in Fig 1 Allele Allele PSl 98214 31293(Acc#AC004485.1) 154224 T G
PS2 98218 30676(Acc#AC004485.1) • 154841 T C
PS3 98219 30454(Acc#AC004485.1) 155063 G T
PS4 98220 30398(Acc#AC004485.1) 155119 C A
PS5 98222 30105(Acc#AC004485.1) 155412 G T PS6 R 98223 30104(Acc#AC004485.1) 155413 C A
PS7R 98224 30097(Acc#AC004485.1) 155420 G T
PS8 R 98227 29955(Acc#AC004485.1) 155562 G A
PS9 98230 29563(Acc#AC004485.1) 155954 T C
PS10 R 98231 29498(Acc#AC004485.1) 156019 C T PS11 R 98232 29478(Acc#AC004485.1) 156039 G A
PS12R 98233 29416(Acc#AC004485.1) 156101 A G
PS13 98234 29400(Acc#AC004485.1) 156117 A G
PS14 98235 29258(Acc#AC004485.1) 156259 A C
PS15 R 98236 29207(Acc#AC004485.1) 156310 T C PS16R 98237 29143(Acc#AC004485.1) 156374 G A
PS17 R 98238 22735(Acc#AC004485.1) 162782 A G
PS18 R 98239 22600(Acc#AC004485.1) 162917 A G PS19R 98240 22569(Acc#AC004485.1) 162948 T C R Reported previously in literature
EXAMPLE 2 This example illustrates analysis of the NPY polymoφhisms identified in the Index Repository for human genotypes and haplotypes. The different genotypes containing these polymoφhisms that were observed in the reference population are shown in Table 4 below, with the haplotype pair indicating the combination of haplotypes determined for the individual using the haplotype derivation protocol described below. In Table 4, homozygous positions are indicated by one nucleotide and heterozygous positions are indicated by two nucleotides. Missing nucleotides in any given genotype in Table 4 were inferred based on linkage disequilibrium and/or Mendelian inheritance.
Table 4 (Parti) . Genotypes and HapliDtype Pairsi Observed for NPY Gene
Genotype Polymorphic Sites
Number PSl PS2 PS3 PS4 PS5 PS6 PS7 PS8 PS9 PS10 HAP
Pair
1 T T G C G c G G T C 9 9
2 T ■ C G C G ■ C T G T C 4 4
3 T T . G C G C G G T T 13 13
4 T C/T G •c G C T/G G T C/T ' 4 14
5 T C G C G C T G T C 4 6
6 . T T G' C G C G G T T 13 14
7 T C/T G C G • C T/G G T C/T 4 17
8 T C/T G C G/T C T/G- G T C/T 4 19
9 T C/T G c G C T/G G T ' c 4 11
10 ' T T G c G C G G T T 13 16
' 11 T C/T G c G C T/G G T C/T 4 15
12. T T G c G C/A G G T T 13 7
13 T C/T G c G C T G T/C c 4 18
14 T c G c G C ' T G/A. T c ' 4 3
15 T c G c G C T G T •c 4 5
16 T T G c G C G/T G T/C T/C 13 18
17 T C/T G/T c G C T/G G T C/T 4 20
18 T c G C/A G C T . G T c 4 2
19 T C/T G C G C T/G G T C/T , 4 12
20' T T G • c G C G G ' T T/C 13 9
21 T C/T G c G c T/G G T c 4 9
22 T T G c G c G G T T/C 13 8
23 T T G c G c G G T T/C 13 10
24 T C/T ' G c G c T/G G T c 4 8
25 T T G c G c G G T c 9 8
26 T C/T G c G c T/G G T C/T 4 13
27 T/'G T/C G c G c G G T C/T 9 1
Table 4 ( Part2 ) . Genotypes and Haplotype Pairs Observed for NPY Gene
Genotype Pol .y orj 3hic Sites
Number • PS11 PS12 PS13 PS14 PS15 PS16 PS17 PS18 PS19 HAP Pai.
1 G A A A T ■ G A A T 9 9
2 G A A A T G A A T 4 4
3 A G A A T G A A T 13 13
4 G/A A/G A A T G A A/G T 4 14
5 G A A/G A T ' G . A A T 4 6
6 A G A A T G A A/G T 13 14
7 G A/G ' A A T G/A A/G A T 4 17
8 G/A A/G A A T G A A T/C 4 19
9 G A A A T G A/G A T 4 11
10 A/G G A A T G/A A A T/C 13 16
11 ' G/A A/G A A T G A/G A T 4 15
12 A G- A A . T G A A T 13' 7
13 G A A A T G A A T 4 18
14 G A A A T G A A T 4 3
15 G A A A/C T G A A T 4 - 5
16 A/G G/A A A T G A A T 13 18
17 G/A A/G A A T G A A T- 4 20
18 G A A A T G 'A A T 4 2
19 G/A A/G A A T G A A T/C 4 12
20 A/G G/A A A T G A A. T 13 9
21 G A A A T G A A T 4 9
22 A/G G/A A A T/C G A A T 13 8
23 A/G G/A A A T G A A/G T 13 10
24 G A A A T/C G A A T 4 8
25 G A A A T/C G A A T 9 8
26 G/A A/G A- A T G A - A T 4 13
27 G A/G A A T G A A T 9 1
The haplotype pairs shown in Table 4 were estimated from the unphased genotypes using an extension of Clark's algorithm (Clark, A.G. (1990) Mol Bio Evol 7, 111-122), as described in U.S. Provisional Application Serial No. 60/198,340 entitled "A Method and System for Determining , Haplotypes from a Collection of Polymoφhisms". In this method, haplotypes are assigned directly from individuals who are homozygous at all sites or heterozygous at no more than one of the variable sites. In our analysis, the list of haplotypes is augmented with haplotypes obtained from a three- generation Caucasian family and a two-generation African- American family. This list of haplotypes is then used to deconvolute the unphased genotypes in the remaining (multiply heterozygous) individuals.
By following this protocol, it was determined that the Index Repository examined herein and, by extension, the general population contains the 20 human NPY haplotypes shown in Table 5 below. -<
Table 5. Haplotypes Identified in the NPY Gene Haplotype Polymorphic Sites S PS PS PS PS PS PS PS PS PS PS S PS PS PS PS PS PS PS
Number 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 1
1 G C G c G c G G T T G G A A T G A A T
2 T c G A G C T G T c G A A A T G A A T
3 'T c G C G C • T A T c G A A A T G A A T
4 T c G C G C T G T c G A A A T G A A T
5 T c G C G C T G T c G A A C T G A A T
6 T c G C G C T G T c G A ' G A T G A A T
7 T T G C G A G G T T A G A A T G A A T
8 T T G C G C G G T c G A A A C G A A T
9 T T G C G C G G T c G A A A T G A A T
10 T T G C G C G G T c G A A A T G A G T
11 T T G c G C G G T c G A A A T G G ■ A T
12 T T G c ' G C G G T T A G A A T G A A C
13 T T G c G C G G T T A G A A T G A A T
-14 T T G c G C G G T T A G ■ A A T G A G T
15 T T G c G C G G T T A G A A T G G A T
16 T T G c G C G G T T G G A A T A A A C
17 T T G c G C G G T T G G A A T A G A T
18 T T G c G C T G C c G A A A T G A A T
19 T T G c T C G G T T A G A A T G A A c
20 T T T c G C G G T T •A G A A T G A A T
In view of the above, it will be seen that the several advantages of the invention are achieved and other advantageous results attained. As various changes could be made in the above methods and compositions without departing from the scope of the invention, it is intended that all matter contained in the above description and shown in the accompanying drawings shall be inteφreted as illustrative and not in a limiting sense. All references cited in this specification, including patents and patent applications, are hereby incoφorated in their entirety by reference. The. discussion of references herein is intended merely to summarize the assertions made by their authors and no admission is made that any reference constitutes prior art. Applicants reserve the right to challenge the accuracy and pertinency of the cited references.