Abstract
Human iris color is a quantitative, multifactorial phenotype that exhibits quasi-Mendelian inheritance. Recent studies have shown that OCA2 polymorphism underlies most of the natural variability in human iris pigmentation but to date, only a few associated polymorphisms in this gene have been described. Herein, we describe an iris color score (C) for quantifying iris melanin content in-silico and undertake a more detailed survey of the OCA2 locus (n = 271 SNPs). In 1,317 subjects, we confirmed six previously described associations and identified another 27 strongly associated with C that were not explained by continental population stratification (OR 1.5–17.9, P = 0.03 to <0.001). Haplotype analysis with respect to these 33 SNPs revealed six haplotype blocks and 11 hap-tags within these blocks. To identify genetic features for best-predicting iris color, we selected sets of SNPs by parsing P values among possible combinations and identified four discontinuous and non-overlapping sets across the LD blocks (p-Selected SNP sets). In a second, partially overlapping sample of 1,072, samples with matching diplotypes comprised of these p-Selected OCA2 SNPs exhibited a rate of C concordance of 96.3% (n = 82), which was significantly greater than that obtained from randomly selected samples (62.6%, n = 246, P<0.0001). In contrast, the rate of C concordance using diplotypes comprised of the 11 identified hap-tags was only 83.7%, and that obtained using diplotypes comprised of all 33 SNPs organized as contiguous sets along the locus (defined by the LD block structure) was only 93.3%. These results confirm that OCA2 is the major human iris color gene and suggest that using an empirical database-driven system, genotypes from a modest number of SNPs within this gene can be used to accurately predict iris melanin content from DNA.
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References
Abbott C, Jackson I, Carritt B, Povey S (1991) The human homolog of the mouse brown gene maps to the short arm of chromosome 9 and extends the known region of homology with mouse chromosome 4. Genomics 11:471–473
Akey J, Wang H, Xiong M, Wu H, Liu W, Shriver M, Jin L (2001) Interaction between the melanocortin-1 receptor and P genes contributes to inter-individual variation in skin pigmentation phenotypes in a Tibetan population. Hum Genet 108:516–520
Barrett J, Fry B, Maller J, Daly M (2005) Haploview: analysis and visualization of LD and haplotype maps. Bioinformatics 21(2):263–265
Bernstein F (1931) Die Geographische verteilung der blutgruppen und ihre anthropologische bedeutung. in Comitato Italiano per lo Studio dei Problemi Della Populazione. Roma Instituto Poligrafico dello stato. pp 227–243
Bild A, Yao G, Chang J, Wang Q, Potti A, Chasse D, Joshi M, Harpole D, Lancaster J, Berchuck A, Olson J, Marks J, Dressman H, West M, Nevins J (2006) Oncogenic pathway signatures in human cancers as a guide to targeted therapies. Nature 439:353–357
Bito L, Matheny A, Cruickshanks K, Nondahl D, Carino O (1997) Iris color changes past early childhood. The Louisville Twin Study. Arch Ophthalmol 115:659–663
Boissy R, Zhao H, Og W, Austin L, Wildenberg S, Boissy Y, Zhao Y, Sturm R, Hearing V, King R, Nordlund J (1996) Mutation in and lack of expression of tyrosinase-related protein-1 (TRP-1) in melanocytes from an individual with brown oculocutaneous albinism: a new subtype of albinism classified as ‘OCA3.’ Am J Hum Genet 58:1145–1156
Bonilla C, Parra E, Pfaff C, Dios S, Marshall J, Hamman R, Ferrell R, Hoggart C, McKeigue P, Shriver M (2004) Admixture in the Hispanics of the san luis valley Colorado, and its implications for complex trait gene mapping. Ann Hum Genet 68:139–153
Box N, Wyeth J, O’Gorman L, Martin N, Sturm R (1997) Characterization of melanocyte stimulating hormone variant alleles in twins with red hair. Hum Mol Genet 6:1891–1897
Box N, Duffy D, Irving R, Russell A, Chen W, Griffyths L, Parsons P, Green A, Sturm R (2001) Melanocortin-1 receptor genotype is a risk factor for basal and squamous cell carcinoma. J Invest Dermatol 116:224–229
Brauer G, Chopra V (1978) Estimation of the heritability of hair and iris color. Anthropol Anz 36:109–20
Brilliant M (2001) The mouse p (pink-eyed dilution) and human P genes, oculocutaneous albinism type 2 (OCA2), and melanosomal pH. Pigment Cell Res 14:86–93
Brues A (1975) Rethingking human pigmentation. Am J Phys Anthropol 43:387–391
Cavalli-Sforza L, Bodmer W (1999) The genetics of human populations. Dover, Mineola pp 45–59
Chakraborty R (1986) Gene admixture in human populations: models and predictions. Yearbook Phys Anthropol 29:1–43
Chintamaneni C, Ramsay M, Colman M, Fox M, Pickard R, Kwon B (1991) Mapping the human CAS2 gene, the homologue of the mouse brown (b) locus, to human chromosome 9p22-pter. Biochem Biophys Res Commun 178:227–235
Choudhry S, Coyle N, Tang H, Salari K, Lind D, Clark S, Tsai H, Naqvi M, Phong A, Ung N, Matallana H, Avila P, Casal J, Torres A, Nazario S, Castro R, Battle N, Perez-Stable E, Kwok P, Sheppard D, Shriver M, Rodriguez-Cintron W, Risch N, Ziv E, Buchard E (2006) Population stratification confounds genetic association studies among Latinos. Hum Genet 118:652–664
Devilly G (2005) The odds ratio generator for windows: version 1.0 (computer programme). Centre for Neuropsychology, Swinburne University, Australia
Duffy D, Montgomery G, Chen W, Zhao Z, Le L, James M, Hayward N, Martin N, Sturm R (2007) A three-single-nucleotide polymorphism haplotype in intron 1 of OCA2 explains most human eye-color variation. Am J Hum Genet 80(2):241–52
Durham-Pierre D, Gardner J, Nakatsu Y, King R, Francke U, Ching A, Aquaron R, del Marmol V, Brilliant M (1994) African origin of an intragenic deletion of the human P gene in tyrosinase positive oculocutaneous albinism. Nat Genet 7:176–179
Durham-Pierre D, King R, Naber J, Laken S, Brilliant M (1996) Estimation of carrier frequency of a 2.7 kb deletion allele of the P gene associated with OCA2 in African-Americans. Hum Mutat 7:370–373
Eiberg H, Mohr J (1996) Assignment of genes coding for brown iris colour (BEY2) and brown hair colour (HCL3) on chromosome 15q. Eur J Hum Genet 4:237–241
Fernandez J, Shriver M, Beasley M, Rafla-Demetrious N, Parra E, Albu J, Nicklas B, Ryan A, McKeigue P, Hoggart C, Weinsier R, Alliston D (2003) Association of African genetic admixture with resting metabolic rate and obesity among women. Obes Res 11:904–911
Flanagan N, Healy E, Ray A, Philips S, Todd C, Jackson I., Birch-Machin M, Rees J (2000) Pleiotropic effects of the melanocortin 1 receptor (MC1R) gene on human pigmentation. Hum Molec Genet 9:2531–2537
Frudakis T, Thomas M, Gaskin Z, Venkateswarlu K, Chandra S, Ginjupalli S, Gunturi S, Natrajan S, Ponnuswamy V, Ponnuswamy K (2003) Sequences associated with human iris pigmentation. Genetics 165:2071–2083
Frudakis T (2005) Powerful but requiring caution: genetic tests of ancestral origins. Nat General Soc Quart 93:260–268
Frudakis T (2007) Molecular Photofitting: the inference of phenotype from DNA. Elsiever/Academic, New York (in press)
Gardner J, Nakatsu Y, Gondo Y, Lee S, Lyon M, King R, Brilliant M (1992) The mouse pink-iris dilution gene: association with human Prader-Willi and Angelman syndromes. Science 257:1121–1124
Halder I, Shriver M, Thomas M, Fernandez J, Frudakis T (2006) A panel of ancestry informative markers for estimating individual biogeographical ancestry and admixture from four continents: utility and applications. Hum Genet (In review)
Hamabe J, Fukushima Y, Harada N, Abe K, Matsuo N, Nagai T, Yoshioka A, Tonoki H, Tsukino R, Niikawa N (1991) Molecular study of the Prader-Willi syndrome: deletion, RFLP, and phenotype analyses of 50 patients. Am J Med Genet 41:54–63
Helleman J, Jansen M, Span P, van Staveren I, Massuger L, Meijer-van Gelder M, Sweep F, Ewing P, van der Burg M, Stoter G, Nooter K, Berns E (2006) Molecular profiling of platinum resistant ovarian cancer. Int J Cancer 118:1963–1971
Hoggart C, Parra E, Shriver M, Bonilla C, Kittles R, Clayton D, McKeigue P (2003) Control of confounding of genetic associations in stratified populations. Am J Hum Genet 72:1492–1504
Imesch P, Wallow I., Albert D (1997) The color of the human iris: a review of morphologic correlates and of some conditions that affect iridial pigmentation. Surv Ophthalmol 2(41Suppl):S117–S123
Lao O, de Gruijter J, van Dujin K, Navarro A, Kayser M (2007) Signatures of positive selection in genes associated with human skin pigmentation as revealed from analyses of single nucleotide polymorphisms. Ann Hum Genet 71:354–369
McKeigue P (1997) Mapping genes underlying ethnic differences in disease risk by linkage disequilibrium in recently admixed populations. Am J Hum Genet 60:188–196
McKeigue P, Carpenter J, Para E, Shriver M (2000) Estimation of admixture and detection of linkage in admixed populations by a Bayesian approach: application to the African-American populations. Ann Hum Genet 64(pt2):171–186
Meinhold-Heerlein I, Bauerschlag D, Hilpert F, Dimitrov P, Sapinoso L, Orlowska-Volk M, Bauknecht T, Park T, Jonat W, Jacobsen A, Sehouli J, Luttges J, Drajewski M, Krajewski S, Reed J, Arnold N, Hampton G (2005) Molecular and prognostic distinction between serous ovarian carcinomas of varying grade and malignant potential. Oncogene 34:1053–1065
Molokhia M, Hoggart C, Patrick A, Shriver M, Parra E, Ye J, Silman A, McKeigue P (2003) Relation of risk of systemic lupus erythematosus to west African admixture in a Caribbean population. Hum Genet 112:301–308
Oetting W, Gardner J, Fryer J, Ching A, Durham-Pierre D, King R, Brilliant M (1998) Mutations of the human P gene associated with Type II oculocutaneous albinism (OCA2). Hum Mutat 12:434
Ooi C, Moreira J, Dell’Angelica E, Poy G, Wassarman D, Bonifacino J (1997) Altered expression of a novel adaptin leads to defective pigment granule biogenesis in the Drosophila iris color mutant garnet. EMBO J 16:4508–4518
Ouellet V, Provencher D, Maugard C, Le Page C, Ren F, Lussier C, Novak J, Ge B, Hudson T, Tonin P, Mes-Masson A (2005) Discrimination between serous low malignant potential and invasive epithelial ovarian tumors using molecular profiling. Oncogene 24:4672–4687
Parra E, Kittles R, Shriver M (2004) Implications of correlations between skin color and genetic ancestry for biomedical research. Nat Genet 36:S54–S60
Parra E, Marcini A, Akey J, Martinson J, Batzer M, Cooper R, Forrester T, Allison D, Deka R, Ferrell R, Shriver M (1998) Estimating African American admixture proportions by use of population-specific alleles. Am J Hum Genet 63:1839–1851
Pfaff C, Parra E, Bonilla C, Hiester K, McKeigue P, Kamboh M, Hutchinson R, Ferrell R, Boerwinkle E, Shriver M (2001) Population structure in admixed populations: effect of admixture dynamics on the pattern of linkage disequilibrium. Am J Hum Genet 68:198–207
Posthuma D, Visscher P, Willemsen G, Zhu G, Martin N, Slagboom P, de Geus E, Boomsma D (2006) Replicated linkage for eye color on 15q using comparative ratings of sibling pairs. Behav Genet 36:12–17
Prota G, Hu D, Vincensi M, McCormick S, Napolitano A (1998) Characterization of melanins in human irides and cultured uveal melanocytes from eyes of different colors. Exp Eye Res 67:293–299
Purcell S, Cherny S, Sham P (2003) Genetic power calculator: design of linkage and association genetic mapping studies of complex traits. Bioinformatics 19:149–150
Puri N, Gardner J, Brilliant M (2000) Aberrant pH of melanosomes in pink-eyed dilution (p) mutant melanocytes. J Invest Dermatol 115:607–613
Ramaswamy S, Ross K, Lander E, Golub T (2003) A molecular signature of metastasis in primary solid tumors. Nature Gen 33:49–54
Reiner A, Ziv E, Lind D, Nievergelt C, Schork N, Cummings S, Phong A, Burchard E, Harris T, Psaty B, Kwok P (2005) Population structure, admixture, and aging-related phenotypes in African American adults: the cardiovascular health study. Am J Hum Genet 76:463–77
Rinchik E, Bultman S, Horsthemke B, Lee S, Strunk K, Spritz R, Avidano K, Jong M, Nicholls R (1993) A gene for the mouse pink-eyed dilution locus and for human type II oculocutaneous albinism. Nature 361:72–76
Robbins L, Nadeau J, Johnson K, Kelly M, Roselli-Rehfuss L, Baack E, Mountjoy K, Cone R (1993) Pigmentation phenotypes of variant extension locus alleles result from point mutations that alter MSH receptor function. Cell 72:827–834
Rosenberg N, Mahajan S, Ramachandran S, Zhao C, Pritchard J, Feldman M (2005) Clines, clusters, and the effect of study design on the inference of human population structure. PLoS Genet 1:e70
Rosenberg N, Pritchard J, Weber J, Cann H, Kidd K, Zhivotovsky L, Feldman M (2002) Genetic structure of human populations. Science 298:2381–2385
Schneider S, Roessli D, Excoffier L (2000) Arlequin ver. 2.000: a software for population genetics data analysis. Genetics and Biometry Laboratory, University of Geneva, Switzerland
Shriver M, Parra E, Dios S, Bonilla C, Norton H, Jovel C, Pfaff C, Jones C, Massac A, Cameron N, Baron A, Jackson T, Argyropoulos G, Jin L, Hoggart C, McKeigue P, Kittles R (2003) Skin pigmentation, biogeographical ancestry and admixture mapping. Hum Genet 112:388–399
Shriver M, Mei R, Parra E, Sonpar V, Halder I, Tishkoff S, Schurr T, Zhadanov S, Osipova L, Brutsaert T, Friedlaender J, Jorde L, Watkins W, Bamshad M, Gutierrez G, Loi H, Matsuzaki H, Kittles R, Argyropoulos G, Fernandez J, Akey J, Jones K (2005) Large-scale SNP analysis reveals clustered and continuous patterns of human genetic variation. Hum Genom 2:81–89
Shriver M, Kittles R (2004) Genetic ancestry and the search for personalized genetic histories. Nat Rev Genet 5:611–618
Smith R, Healy E, Siddiqui S, Flanagan N, Steijlen P, Rosdahl I, Jacques J, Rogers S, Turner R, Jackson I, Birch-Machin M, Rees J (1998) Melanocortin 1 receptor variants in an Irish population. J Invest Derm 111:119–122
Smith M, Patterson N, Lautenberger J, Truelove A, McDonald G, Waliszewska A, Kessing B, Malasky M, Scafe C, Le E, De Jager P, Mignault A, Yi Z, The G, Essex M, Sankale J, Moore J, Poku K, Phair J, Goedert J, Vlahov D, Williams S, Tishkoff S, Winkler C, De La Vega F, Woodage T, Sninsky J, Hafler D, Altshuler D, Gilvert D, O’Brien S, Reich D (2004) A high-density admixture map for disease gene discovery in African Americans. Am J Hum Genet 74:1001–1013
Stephens M, Smith N, Donnelly P (2001) A new statistical method for haplotype reconstruction from population data. Am J Hum Genet 68:978–989
Stephens M, Donnelly P (2003) A comparison of Bayesian methods for haplotype reconstruction from population genotype data. Am J Hum Genet 73:162–1169
Sturm R, Frudakis T (2004) Eye colour: portals into pigmentation genes and ancestry. Trends Genet 20:327–332
Sturm R, Teasdale R, Box N (2001) Human pigmentation genes: identification, structure and consequences of polymorphis variation. Gene 277:49–62
Terwilliger J, Goring H (2000) Gene mapping in the 20th and 21st centuries: statistical methods, data analysis, and experimental design. Hum Biol 72:63–132
Voight B, Kudaravalli S, Wen X, Pritchard J (2006) A map of recent positive selection in the human genome. PLoS Biol 4:e72
Yang N, Li H, Criswell L, Gregersen P, Alarcon-Riquelme M, Kittles R, Shigata R, Silva G, Patel P, Belmont J, Seldin M (2005) Examination of ancestry and ethnic affiliation using highly informative diallelic DNA markers: application to diverse and admixed populations and implications for clinical epidemiology and forensic medicine. Hum Genet 118:382–392
Zhu G, Evans D, Duffy D, Montgomery G, Medland S, Gillespie N, Ewen K, Jewell M, Liew Y, Hayward N, Sturm R, Trent J, Martin N (2004) A genome scan for eye color in 502 twin families: most variation is due to a QTL on chromosome 15q. Twin Res 7:197–210
Zhu X, Luke A, Cooper R, Quertermous T, Hanis C, Mosley T, Gu C, Tang H, Rao D, Risch N, Welder A (2005) Admixture mapping for hypertension loci with genome-scan markers. Nat Genet 37:177–181
Acknowledgments
We thank Shannon Boyd and Sara Barrow for assistance with genotyping and Mark Shriver and Marc Bauchet of the Pennsylvania State University for assistance in collecting samples. Our work was supported with private funds.
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Frudakis, T., Terravainen, T. & Thomas, M. Multilocus OCA2 genotypes specify human iris colors. Hum Genet 122, 311–326 (2007). https://doi.org/10.1007/s00439-007-0401-8
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DOI: https://doi.org/10.1007/s00439-007-0401-8