The aim of the study was to perform a genetic linkage analysis for eye color, for comparative data. Similarity in eye color of mono- and dizygotic twins was rated by the twins’ mother, their father and/or the twins themselves. For 4748 twin pairs the similarity in eye color was available on a three point scale (“not at all alike”—“somewhat alike”—“completely alike”), absolute eye color on individuals was not assessed. The probability that twins were alike for eye color was calculated as a weighted average of the different responses of all respondents on several different time points. The mean probability of being alike for eye color was 0.98 for MZ twins (2167 pairs), whereas the mean probability for DZ twins was 0.46 (2537 pairs), suggesting very high heritability for eye color. For 294 DZ twin pairs genome-wide marker data were available. The probability of being alike for eye color was regressed on the average amount of IBD sharing. We found a peak LOD-score of 2.9 at chromosome 15q, overlapping with the region recently implicated for absolute ratings of eye color in Australian twins [Zhu, G., Evans, D. M., Duffy, D. L., Montgomery, G. W., Medland, S. E., Gillespie, N. A., Ewen, K. R., Jewell, M., Liew, Y. W., Hayward, N. K., Sturm, R. A., Trent, J. M., and Martin, N. G. (2004). Twin Res. 7:197–210] and containing the OCA2 gene, which is the major candidate gene for eye color [Sturm, R. A. Teasdale, R. D, and Box, N. F. (2001). Gene 277:49–62]. Our results demonstrate that comparative measures on relatives can be used in genetic linkage analysis.
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References
Abecasis G. R., Cherny S. S., Cookson W. O., Cardon L. R., (2002). Merlin–rapid analysis of dense genetic maps using sparse gene flow trees. Nat. Genet. 30:97–101
Abecasis G. R., Cherny S. S., Cookson W. O., Cardon L. R. (2001). GRR: graphical representation of relationship errors. Bioinformatics 17:742–743
Badano J. L., Katsanis N., (2002). Beyond Mendel: an evolving view of human genetic disease transmission. Nat. Rev. Genet. 3:779–789
Boissy, R. E. (1998). Extracutaneous Melanocytes. In J.J. Nordlund et al. (eds.), The Pigmentary System - Physiology and Pathophysiology, Oxford University Press, pp. 59–72
Boomsma, D. I., Vink, J. M., van Beijsterveldt, T. C., de Geus. E. J., Beem, A. L., Mulder, E. J. C. M., Derks, E. M., Riese, H., Willemsen, G. A., Bartels, M., van den Berg, M., Kupper, N. H., Polderman, T. J., Posthuma, D., Rietveld, M. J., Stubbe, J. H., Knol, L. I., Stroet, T., van Baal, G. C. M. (2002). Netherlands twin register: A focus on longitudinal research. Twin Res. 5:401-406
Christensen K., Frederiksen H., Vaupel J. W., McGue M. (2003). Age trajectories of genetic variance in physical functioning: a longitudinal study of Danish twins aged 70 years and older. Behav. Genet. 33:125–136
Davenport G. C., Davenport C. B. (1907). Heredity of eye-color in man. Science 26:590–592
Eaves L. J., Neale M. C., Meyer J. M. (1991). A model for comparative ratings in studies of within-family differences. Behav. Genet. 21:531–536
Frudakis T., Thomas M., Gaskin Z., Venkateswarlu K., Chandra K. S., Ginjupalli S., Gunturi S., Natrajan S., Ponnuswamy V. K., Ponnuswamy K. N. (2003). Sequences associated with human iris pigmentation. Genetics 165:2071–2083
Haseman J. K., Elston R. C. (1972). The investigation of linkage between a quantitative trait and a marker locus. Behav. Genet. 2:3–19
Heijmans, B. T., Beekman, M., Putter, H., Lakenberg, N., van der Wijk, H. J., Whitfield, J. B., Posthuma, D., Pedersen, N. L., Martin, N. G., Boomsma, D. I., and Slagboom, P. E. (2005). Meta-analysis of four new genome scans for lipid parameters and analysis of positional candidates in positive linkage regions. Eur. J. Hum. Genet. advance online publication, July 13, 2005; doi:10.1038/sj.ejhg.5201466
Hudziak J. J, van Beijsterveldt C. E., Bartels M., Rietveld M. J., Rettew D. C., Derks E. M., Boomsma D. I. (2003). Individual differences in aggression: genetic analyses by age, gender, and informant in 3-, 7-, and 10-year-old Dutch twins. Behav. Genet. 33:575–589
Imesch P. D., Wallow I. H., Albert D. M. (1997). The color of the human eye: a review of morphologic correlates and of some conditions that affect iridial pigmentation. Surv. Ophthalmol. 41(Suppl. 2):S117–S123
Kirk K. M., Eaves L. J., Meyer J. M., Saul A., Martin N. G. (2000). Twin study of adolescent genetic susceptibility to mosquito bites using ordinal and comparative rating data. Genet. Epidemiol. 19:178–190
Kong A., Gudbjartsson D. F., Sainz J., Jonsdottir G. M., Gudjonsson S. A., Richardsson B., Sigurdardottir S., Barnard J., Hallbeck B., Masson G., Shlien A., Palsson S. T., Frigge M. L., Thorgeirsson T. E., Gulcher J. R., Stefansson K. (2002). A high-resolution recombination map of the human genome. Nat. Genet. 31:241–247
Kong, X., Murphy, K., Raj, T., He, C., White, P. S., Matise, T. C. (2004). A combined linkage-physical map of the human genome. Am. J. Hum. Genet. 75:1143-1148
Oetting W.S., King R.A. (1993). Molecular basis of type I (tyrosinase-related) oculocutaneous albinism: mutations and polymorphisms of the human tyrosinase gene. Hum. Mutat. 2:1–6
Penrose L. S. (1937). Genetic Linkage in graded Human Characters. Ann. Eugen. 8:233–237
Prota G., Hu D.N., Vincensi M.R., McCormick S.A., Napolitano A. (1998). Characterization of melanins in human irides and cultured uveal melanocytes from eyes of different colors. Exp. Eye Res. 67:293–299
Sturm R.A., Frudakis T.N. (2004). Eye colour: portals into pigmentation genes and ancestry. Trends Genet. 8:327–332
Sturm R. A., Teasdale R. D., Box N. F. (2001). Human pigmentation genes: identification, structure and consequences of polymorphic variation. Gene 277:49–62
Swerdlow A. J., De Stavola B. L., Floderus B., Holm N. V., Kaprio J., Verkasalo P.K., Mack T. (2002). Risk factors for breast cancer at young ages in twins: an international population-based study. J. Natl. Cancer. Inst. 94:1238–1246
Visscher P.M., Hopper J.L. (2001). Power of regression and maximum likelihood methods to map QTL from sib-pair and DZ twin data. Ann. Hum. Genet. 65:583–601
Zhu G., Evans D. M., Duffy D. L., Montgomery G. W., Medland S. E., Gillespie N. A., Ewen K. R., Jewell M., Liew Y. W., Hayward N. K., Sturm R. A., Trent J. M., Martin N. G. (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
Acknowledgments
Financial support is provided by Grant 904-61-090 from the Netherlands Organization for Scientific Research (NWO) Spinoza, the National Supercomputing Facilities (NCF (NWO/NCF sg208/sg214/sg217) and the Human Frontiers of Science Program (Grant number rg0154/1998-B). DP is supported by GenomEUtwin Grant (EU/QLRT-2001-01254) and by NWO/MaGW VIDI 016-065-318. Collection of Australian phenotypes and DNA samples was supported by Grants from the Queensland Cancer Fund, the Australian National Health and Medical Research Council (950998, 981339 and 241944), and the U.S. National Cancer Institute (CA88363). The genome scans were supported by the Australian NHMRC’s Program in Medical Genomics [NHMRC-219178] and the Center for Inherited Disease Research (Director, Dr. Jerry Roberts) at Johns Hopkins University.
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Posthuma, D., Visscher, P.M., Willemsen, G. et al. Replicated Linkage for Eye Color on 15q Using Comparative Ratings of Sibling Pairs. Behav Genet 36, 12–17 (2006). https://doi.org/10.1007/s10519-005-9007-x
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DOI: https://doi.org/10.1007/s10519-005-9007-x