Abstract
T cell receptors (TR), through their interaction with the major histocompatibility complex, play a central role in immune responsiveness and potentially immune-related disorders. We resequenced all 57 variable (V) genes in the human T cell receptor alpha and delta (TRA/TRD) locus in 40 individuals of Northern European, Mexican, African-American and Chinese descent. Two hundred and eighty-four single nucleotide polymorphisms (SNPs) were identified. The distribution of SNPs between V genes was heterogeneous, with an average of five SNPs per gene and a range of zero to 15. We describe the patterns of linkage disequilibrium for these newly discovered SNPs and compare these patterns with other emerging large-scale datasets (e.g. Perlegen and HapMap projects) to place our findings into a framework for future analysis of genotype–phenotype associations across this locus. Furthermore, we explore signatures of natural selection across V genes. We find evidence of strong directional selection at this locus as evidenced by unusually high values of F st
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Abbott WG, Geursen A, Peake JS, Simpson IJ, Skinner MA, Tan PL (1995) Search for linkage disequilibrium between alleles in the T cell receptor alpha and beta chain loci and susceptibility to rheumatic fever. Immunol Cell Biol 73:369–371
Akey JM, Eberle MA, Rieder MJ, Carlson CS, Shriver MD, Nickerson DA, Kruglyak L (2004) Population history and natural selection shape patterns of genetic variation in 132 genes. PLoS Biol 2:e286
Akey JM, Zhang G, Zhang K, Jin L, Shriver MD (2002) Interrogating a high-density SNP map for signatures of natural selection. Genome Res 12:1805–1814
Bassing CH, Alt FW, Hughes MM, D’Auteuil M, Wehrly TD, Woodman BB, Gartner F, White JM, Davidson L, Sleckman BP (2000) Recombination signal sequences restrict chromosomal V(D)J recombination beyond the 12/23 rule. Nature 405:583–586
Botstein D, Risch N (2003) Discovering genotypes underlying human phenotypes: past successes for mendelian disease, future approaches for complex disease. Nat Genet 33(Suppl):228–237
Boysen C, Carlson C, Hood E, Hood L, Nickerson DA (1996) Identifying DNA polymorphisms in human TCRA/D variable genes by direct sequencing of PCR products. Immunogenetics 44:121–127
Cargill M, Altshuler D, Ireland J, Sklar P, Ardlie K, Patil N, Shaw N, Lane CR, Lim EP, Kalyanaraman N, Nemesh J, Ziaugra L, Friedland L, Rolfe A, Warrington J, Lipshutz R, Daley GQ, Lander ES (1999) Characterization of single-nucleotide polymorphisms in coding regions of human genes. Nat Genet 22:231–238
Carlson CS, Eberle MA, Rieder MJ, Smith JD, Kruglyak L, Nickerson DA (2003) Additional SNPs and linkage-disequilibrium analyses are necessary for whole-genome association studies in humans. Nat Genet 33:518–521
Carlson CS, Eberle MA, Rieder MJ, Yi Q, Kruglyak L, Nickerson DA (2004) Selecting a maximally informative set of single-nucleotide polymorphisms for association analyses using linkage disequilibrium. Am J Hum Genet 74:106–120
Carlson CS, Thomas D, Eberle MA, Livingston RJ, Rieder MJ, Nickerson DA (2005) Genomic regions exhibiting positive selection identified from dense genotype data. Genome Res (in press)
Cavalli-Sforza LL, Menozzi P, Piazza A (1996) The history and geography of human genes. Princeton University Press, Princeton
Chakravarti A (1999) Population genetics—making sense out of sequence. Nat Genet 21:56–60
Collins FS, Guyer MS, Charkravarti A (1997) Variations on a theme: cataloging human DNA sequence variation. Science 278:1580–1581
Dard P, Sanchez-Mazas A, Dugoujon JM, De Lange G, Langaney A, Lefranc MP, Lefranc G (1996) DNA analysis of the immunoglobulin IGHG loci in a Mandenka population from eastern Senegal: correlation with Gm haplotypes and hypotheses for the evolution of the Ig CH region. Hum Genet 98:36–47
Devlin B, Risch N (1995) A comparison of linkage disequilibrium measures for fine-scale mapping. Genomics 29:311–322
Doherty PC, Zinkernagel RM (1975) Enhanced immunological surveillance in mice heterozygous at the H-2 gene complex. Nature 256:50–52
Ewing B, Green P (1998) Base-calling of automated sequencer traces using phred. II. Error probabilities. Genome Res 8:186–194
Ewing B, Hillier L, Wendl MC, Green P (1998) Base-calling of automated sequencer traces using phred. I. Accuracy assessment. Genome Res 8:175–185
Fukazawa T, Sasaki H, Kikuchi S, Hamada T, Tashiro K (2000) Genetics of multiple sclerosis. Biomed Pharmacother 54:103–106
Galindo BE, Vacquier VD, Swanson WJ (2003) Positive selection in the egg receptor for abalone sperm lysin. Proc Natl Acad Sci U S A 100:4639–4643
Gellert M (2002) V(D)J recombination: RAG proteins, repair factors, and regulation. Annu Rev Biochem 71:101–132
Gibbs RA, Belmont JW, Hardenbol P, Willis TD, Yu F, Yang H, Ch’ang L, Huang W, Liu B, Shen Y, Tam PK, Tsui L, Waye MMY, Wong JT, Zeng C, Zhang Q, Chee MS, Galver LM, Kruglyak S, Murray SS, Oliphant AR (2003) The International HapMap Project. Nature 426:789–796
Gordon D, Abajian C, Green P (1998) Consed: a graphical tool for sequence finishing. Genome Res 8:195–202
Gyllensten UB, Erlich HA (1989) Ancient roots for polymorphism at the HLA-DQ alpha locus in primates. Proc Natl Acad Sci USA 86:9986–9990
Hall FC, Brown MA, Weeks DE, Walsh S, Nicod A, Butcher S, Andrews LJ, Wordsworth BP (1997) A linkage study across the T cell receptor A and T cell receptor B loci in families with rheumatoid arthritis. Arthritis Rheum 40:1798–1802
Halushka MK, Fan JB, Bentley K, Hsie L, Shen N, Weder A, Cooper R, Lipshutz R, Chakravarti A (1999) Patterns of single-nucleotide polymorphisms in candidate genes for blood-pressure homeostasis. Nat Genet 22:239–247
Halushka MK, Fan JB, Bentley K, Hsie L, Shen N, Weder A, Cooper R, Lipshutz R, Chakravarti A. (1999) Patterns of single-nucleotide polymorphisms in candidate genes for blood-pressure homeostasis. Nat Genet 22:239–247
Hartl DL, Clark AG (1997) Principles of population genetics, 3rd edn. Sinauer Associates, Sunderland
Hill WG (1974) Estimation of linkage disequilibrium in randomly mating populations. Heredity 33:229–239
Hinds DA, Stuve LL, Nilsen GB, Halperin E, Eskin E, Ballinger DG, Frazer KA, Cox DR (2005) Whole-genome patterns of common DNA variation in three human populations. Science 307:1072–1079
Hockertz MK, Paty DW, Beall SS (1998) Susceptibility to relapsing-progressive multiple sclerosis is associated with inheritance of genes linked to the variable region of the TcR beta locus: use of affected family-based controls. Am J Hum Genet 62:373–385
Hopkinson ND, Doherty M, Powell RJ (1994) Clinical features and race-specific incidence/prevalence rates of systemic lupus erythematosus in a geographically complete cohort of patients. Ann Rheum Dis 53:675–680
Hudson RR (2002) Generating samples under a Wright-Fisher neutral model of genetic variation. Bioinformatics 18:337–338
Hudson RR, Boos DD, Kaplan NL (1992) A statistical test for detecting geographic subdivision. Mol Biol Evol 9:138–151
Hughes AL, Packer B, Welch R, Bergen AW, Chanock SJ, Yeager M (2003) Widespread purifying selection at polymorphic sites in human protein-coding loci. Proc Natl Acad Sci USA 100:15754–15757
Hughes AL, Yeager M (1998) Natural selection and the evolutionary history of major histocompatibility complex loci. Front Biosci 3:d509–d516
Jorgensen JL, Reay PA, Ehrich EW, Davis MM (1992) Molecular components of T-cell recognition. Annu Rev Immunol 10:835–873
Joyce S (2001) Immune recognition, response, and regulation: how T lymphocytes do it. Immunol Res 23:215–228
Katakura S, Einarsson K., Hammarstrom L., Smith C.I. (1989) Restriction fragment length ploymorphism analysis of T-cell receptor genes in inflammatory bowel disease. Scand J Gastroenterol 24:381–384
Klein RJ, Zeiss C, Chew EY, Tsai JY, Sackler RS, Haynes C, Henning AK, Sangiovanni JP, Mane SM, Mayne ST, Bracken MB, Ferris FL, Ott J, Barnstable C, Hoh J (2005) Complement factor H polymorphism in age-related macular degeneration. Science 308:385–389
Kruglyak L (1997) What is significant in whole-genome linkage disequilibrium studies? Am J Hum Genet 61:810–812
Kruglyak L (1999) Prospects for whole-genome linkage disequilibrium mapping of common disease genes. Nat Genet 22:139–144
Kruglyak L, Nickerson DA (2001) Variation is the spice of life. Nat Genet 27:234–236
LeFranc M-P, Lefranc G. (2001a) The T cell receptor facts book. Academic, San Diego
Lefranc MP (2001b) IMGT, the international ImMunoGeneTics database. Nucleic Acids Res 29:207–209
Lefranc MP, Clement O, Kaas Q, Duprat E, Chastellan P, Coelho I, Combres K, Ginestoux C, Giudicelli V, Chaume D, Lefranc G (2005a) IMGT-Choreography for immunogenetics and immunoinformatics. In Silico Biol 5:45–60
Lefranc MP, Giudicelli V, Kaas Q, Duprat E, Jabado-Michaloud J, Scaviner D, Ginestoux C, Clement O, Chaume D, Lefranc G (2005b) IMGT, the international ImMunoGeneTics information system. Nucleic Acids Res 33:D593–D597
Li WH, Sadler LA (1991) Low nucleotide diversity in man. Genetics 129:513–523
Lin S, Cutler DJ, Zwick ME, Chakravarti A (2002) Haplotype inference in random population samples. Am J Hum Genet 71:1129–1137
Livingston RJ, von Niederhausern A, Jegga AG, Crawford DC, Carlson CS, Rieder MJ, Gowrisankar S, Aronow BJ, Weiss RB, Nickerson DA (2004) Pattern of sequence variation across 213 environmental response genes. Genome Res 14:1821–1831
Mackelprang R, Carlson CS, Subrahmanyan L, Livingston RJ, Eberle MA, Nickerson DA (2002) Sequence variation in the human T-cell receptor loci. Immunol Rev 190:26–39
Mah SA, Swanson WJ, Vacquier VD (2005) Positive selection in the carbohydrate recognition domains of sea urchin sperm receptor for egg jelly (suREJ) proteins. Mol Biol Evol 22:533–541
Miretti MM, Walsh EC, Ke X, Delgado M, Griffiths M, Hunt S, Morrison J, Whittaker P, Lander ES, Cardon LR, Bentley DR, Rioux JD, Beck S, Deloukas P (2005) A high-resolution linkage-disequilibrium map of the human major histocompatibility complex and first generation of tag single-nucleotide polymorphisms. Am J Hum Genet 76:634–646
Miyata T, Miyazawa S, Yasunaga T (1979) Two types of amino acid substitutions in protein evolution. J Mol Evol 12:219–236
Moffatt MF, Hill MR, Cornelis F, Schou C, Faux JA, Young RP, James AL, Ryan G, le Souef P, Musk AW, et al. (1994) Genetic linkage of T-cell receptor alpha/delta complex to specific IgE responses. Lancet 343:1597–1600
Moffatt MF, Schou C, Faux JA, Cookson WO (1997) Germline TCR-A restriction of immunoglobulin E responses to allergen. Immunogenetics 46:226–230
Moffatt MF, Traherne JA, Abecasis GR, Cookson WO (2000) Single nucleotide polymorphism and linkage disequilibrium within the TCR alpha/delta locus. Hum Mol Genet 9:1011–1019
Montalbano A, Ogwaro KM, Tang A, Matthews AG, Larijani M, Oettinger MA, Feeney AJ (2003) V(D)J recombination frequencies can be profoundly affected by changes in the spacer sequence. J Immunol 171:5296–5304
Nei M (1987) Molecular evolutionary genetics. Columbia University Press, New York
Nickerson DA, Taylor SL, Weiss KM, Clark AG, Hutchinson RG, Stengard J, Salomaa V, Vartiainen E, Boerwinkle E, Sing CF (1998) DNA sequence diversity in a 9.7-kb region of the human lipoprotein lipase gene. Nat Genet 19:233–240
Nickerson DA, Tobe VO, Taylor SL (1997) PolyPhred: automating the detection and genotyping of single nucleotide substitutions using fluorescence-based resequencing. Nucleic Acids Res 25:2745–2751
Oksenberg JR, Gaiser CN, Cavalli-Sforza LL, Steinman L (1988) Polymorphic markers of human T-cell receptor alpha and beta genes. Family studies and comparison of frequencies in healthy individuals and patients with multiple sclerosis and myasthenia gravis. Hum Immunol 22:111–121
Ozaki K, Ohnishi Y, Iida A, Sekine A, Yamada R, Tsunoda T, Sato H, Hori M, Nakamura Y, Tanaka T (2002) Functional SNPs in the lymphotoxin-alpha gene that are associated with susceptibility to myocardial infarction. Nat Genet 32:650–654
Posnett DN, Vissinga CS, Pambuccian C, Wei S, Robinson MA, Kostyu D, Concannon P (1994) Level of human TCRBV3S1 (V beta 3) expression correlates with allelic polymorphism in the spacer region of the recombination signal sequence. J Exp Med 179:1707–1711
Reich DE, Lander ES (2001) On the allelic spectrum of human disease. Trends Genet 17:502–510
Roschmann E, Wienker TF, Gerok W, Volk BA (1993) T-cell receptor variable genes and genetic susceptibility to celiac disease: an association and linkage study. Gastroenterology 105:1790–1796
Rozas J, Gullaud M, Blandin G, Aguade M (2001) DNA variation at the rp49 gene region of Drosophila simulans: evolutionary inferences from an unusual haplotype structure. Genetics 158:1147–1155
Sabeti PC, Reich DE, Higgins JM, Levine HZ, Richter DJ, Schaffner SF, Gabriel SB, Platko JV, Patterson NJ, McDonald GJ, Ackerman HC, Campbell SJ, Altshuler D, Cooper R, Kwiatkowski D, Ward R, Lander ES (2002) Detecting recent positive selection in the human genome from haplotype structure. Nature 419:832–837
Shiina T, Inoko H, Kulski JK (2004) An update of the HLA genomic region, locus information and disease associations: 2004. Tissue Antigens 64:631–649
Stephens M, Donnelly P (2003a) A comparison of bayesian methods for haplotype reconstruction from population genotype data. Am J Hum Genet 73:1162–1169
Stephens M, Donnelly P (2003b) A comparison of bayesian methods for haplotype reconstruction from population genotype data. Am J Hum Genet 73:1162–1169
Stephens M, Smith NJ, Donnelly P (2001) A new statistical method for haplotype reconstruction from population data. Am J Hum Genet 68:978–989
Subrahmanyan L, Eberle MA, Clark AG, Kruglyak L, Nickerson DA (2001) Sequence variation and linkage disequilibrium in the human T-cell receptor beta (TCRB) locus. Am J Hum Genet 69:381–395
Tajima F (1989) Statistical method for testing the neutral mutation hypothesis by DNA polymorphism. Genetics 123:585–595
Vandevyver C, Buyse I, Philippaerts L, Ghabanbasani Z, Medaer R, Carton H, Cassiman JJ, Raus J (1994) HLA and T-cell receptor polymorphisms in Belgian multiple sclerosis patients: no evidence for disease association with the T-cell receptor. J Neuroimmunol 52:25–32
Watterson GA (1975) On the number of segregating sites in genetical models without recombination. Theor Popul Biol 7:256–276
Wei S, Charmley P, Birchfield RI, Concannon P (1995) Human T-cell receptor V beta gene polymorphism and multiple sclerosis. Am J Hum Genet 56:963–969
Weir BS (1996) Population substructure. Sinauer Associates, Sunderland
Weir BS, Cockerham CC (1984) Estimating F-statistics for the analysis of population structure. Evolution 38:1358–1370
Acknowledgements
We thank M. Rieder and L. Subrahmanyan for many helpful discussions, and S. daPonte and M. Montoya for their assistance in obtaining the TR polymorphisms. This work was accomplished with support from the National Institutes of Health (NIH) (AI45279) and a Program for Genomic Application (HL66682) to DAN and support to RM from the NIH (T32 HG-000035).
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Mackelprang, R., Livingston, R.J., Eberle, M.A. et al. Sequence diversity, natural selection and linkage disequilibrium in the human T cell receptor alpha/delta locus. Hum Genet 119, 255–266 (2006). https://doi.org/10.1007/s00439-005-0111-z
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DOI: https://doi.org/10.1007/s00439-005-0111-z