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Distinguishing Population Stratification from Genuine Allelic Effects with Mx: Association of ADH2 with Alcohol Consumption

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Abstract

A universal problem in genetic association studies is to distinguish associations due to genuine effects of the locus under investigation, or linkage disequilibrium with a nearby locus that has a genuine effect, from associations due to population stratification or other artifacts. Fulker et al. (1999) have suggested a test using unselected sib pairs to distinguish these two causes of association. The test is readily implemented within a standard maximum-likelihood framework using the Mx package. The approach is applied to data on ADH2 genotypes and a measure of alcohol consumption from an Australian DZ twin pair sample. Results indicate that the association of the ADH2*2 allele with lower alcohol consumption cannot be explained by simple admixture and that there may be genuine allelic effects of the locus on alcohol consumption. Power calculations are provided to show that these results are plausible for the sample size in this study and consider the effects of genetic architecture and sample structure on required sample sizes for the Fulker et al. test.

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REFERENCES

  • Allison, D. (1997). Transmission-disequilibrium tests for quantitative traits. Am. J. Hum. Genet. 60:676-690.

    Google Scholar 

  • Allison, D., Neale, M., Zannolli, R., Schork, N., Amos, C., and Blangero, J. (1999). Testing the robustness of a variance-component quantitative trait loci (QTL) mapping procedure to non-normality. Am. J. Hum. Genet. 61:531-544.

    Google Scholar 

  • Amos, C. I. (1994). Robust variance-components approach for assessing genetic linkage in pedigrees. Am. J. Hum. Genet. 54: 535-543.

    Google Scholar 

  • Box, G. E. P. (1953). Non-normality and tests on variances. Biometrica 40:318-335.

    Google Scholar 

  • Cohen, J. (1969). Statistical Power Analysis for the Behavioral Sciences, Academic Press, New York.

    Google Scholar 

  • Edwards, A. W. F. (1972). Likelihood, Cambridge, London.

  • Elston, R. C. (1998). Linkage and association. Genet. Epidemiol. 15:565-576.

    Google Scholar 

  • Everitt, B. S. (1981). A monte carlo investigation of the likelihood ratio test for the number of components in a mixture of two normal distributions. Multivar. Behav. Res. 16:171-180.

    Google Scholar 

  • Ewens, W. J., and Spielman, R. S. (1998). A sibship test for linkage in the presence of association: The sib transmission/disequilibrium test. Am. J. Hum. Genet. 62:450-458.

    Google Scholar 

  • Fisher, R. A. (1925). Theory of statistical estimation. Proc. Cambr. Phil. Soc. 22:700-725.

    Google Scholar 

  • Fulker, D. W., Cherny, S. S., Sham, P. C., and Hewitt, J. K. (1999). Combined linkage and association sib pair analysis for quantitative traits. Am. J. Hum. Genet. 64:259-267.

    Google Scholar 

  • Georges, M., and Cockett, N. (1996). The ovine callipyge locus: A paradigm illustrating the importance of non-mendelian genetics in livestock. Reprod. Nutr. Dev. 36(6):651-657.

    Google Scholar 

  • Goedde, H. W., Agarwal, D. P., Fritze, D., Meier-Takmann, D., Singh, S., Beckmann, G., Bhatia, K., et al. (1992). Distribution of ADH2 and ALDH2 genotypes in different populations. Hum. Genet. 88:344-346.

    Google Scholar 

  • Higuchi, S., Matsushita, S., Imazeki, H., Kinoshita, T., Takagi, S., and Kono, H. (1994). Aldehyde dehydrogenase genotypes in japanese alcoholic. Lancet 343:741-742.

    Google Scholar 

  • Hurley, T. D., Bosron, W. F., and Stone, C. L. (1994). Structures of three human β-alcohol dehydrogenase variants, correlations with functional differences. J. Mol. Biol. 239:415-429.

    Google Scholar 

  • Kruglyak, L., and Lander, E. S. (1995). Complete multipoint sib-pair analysis of qualitative and quantitative traits. Am. J. Hum. Genet. 57:439-454.

    Google Scholar 

  • Lander, E. S., and Botstein, D. (1989). Mapping mendelian factors underlying quantitative traits using RFLP linkage maps. Genetics 121:185-199.

    Google Scholar 

  • Little, R. J. A., and Rubin, D. B. (1987). Statistical Analysis with Missing Data; Wiley, New York.

    Google Scholar 

  • Maezawa, Y., Yamauchi, M., Toda, G., Suzuki, H., and Sakurai, S. (1995). Alcohol-metabolizing enzyme polymorphisms and alcoholism in japan. Alcohol. Clin. Exp. Res. 19:951-954.

    Google Scholar 

  • Martin, N. G., Perl, J., Oakeshott, J. G., Gibson, J., Starmer, G. A., and Wilks, A. (1985). A twin study of ethanol metabolism. Behav. Genet. 15:93-109.

    Google Scholar 

  • Mather, K., and Jinks, J. L. (1982). Biometrical Genetics, 3rd ed., Chapman and Hall, London.

    Google Scholar 

  • Nakamura, K., Suwaki, H., Matsuo, Y., Ichikawa, Y., Miyatake, R., and Iwahashi, K. (1995). Association between alcoholics and the genotypes of ALDH2, ADH2, ADH3 as well as p-4502e1. Arukoru Kenkyuto Yakubutsu Ison 30:33-42.

    Google Scholar 

  • Neale, M. C. (1997). Mx: Statistical Modeling, 4th ed.

  • Neale, M. C. (1999). QTL mapping with sib-pairs: The flexibility of Mx. In Spector, T., Snieder, H., and MacGregor, A. (eds.), Advances in Twin and Sib Pair Analysis, Greenwich Medical Media, London (in press).

    Google Scholar 

  • Neale, M. C., and Eaves, L. J. (1993). Estimating and controlling for the effects of volunteer bias with pairs of relatives. Behav. Genet. 23:271-277.

    Google Scholar 

  • Neale, M. C., and Miller, M. M. (1997). The use of likelihood-based confidence intervals in genetic models. Behav. Genet. 27:113-120.

    Google Scholar 

  • Neumark, Y. D., Friedlander, Y., Thomasson, H. R., and Li, T. K. (1998). Association of the adh2*2 allele with reduced ethanol consumption in Jewish men in Israel: A pilot study. J. Stud. Alcohol 59:133-139.

    Google Scholar 

  • Risch, N., and Merikangas, K. (1996). The future of genetic studies of complex human diseases. Science 273:1516-1517.

    Google Scholar 

  • Risch, N., and Teng, J. (1998). The relative power of family-based and case-control designs for linkage disequilibrium studies of complex human diseases. I DNA pooling. Genome Res. 8:1273-1288.

    Google Scholar 

  • Sham; P. C. (1997). Transmission/disequilibrium tests for multiallelic loci. Am. J. Hum. Genet. 61:774-778.

    Google Scholar 

  • Spielman, R., and Ewens, W. (1996). The TDT and other family-based tests for linkage disequilibrium and association. Am. J. Hum. Genet. 59:983-989.

    Google Scholar 

  • Thomasson, H. R., Edenberg, H. J., Crabb, D. W., Mai, X. L., Jerome, R. E., Li, T. K., Wang, S. P., Lin, Y. T., Lu, R. B., and Yin, S. J. (1991). Alcohol and aldehyde dehydrogenase genotypes and alcoholism in chinese men. Am. J. Hum. Genet. 8:677-681.

    Google Scholar 

  • Whitfield, J. B. (1997). Meta-analysis of the effects of alcohol dehydrogenase genotype on alcohol dependence and alcoholic liver disease. Alcohol Alcohol. 32: 613-619.

    Google Scholar 

  • Whitfield, J. B., Nightingale, B. N., Bucholz, K. K., Madden, P. A. F., Heath, A. C., and Martin, N. G. (1998). ADH genotypes and alcohol use and dependence in europeans. Alcohol. Clin. Exp. Res. 22:1463-1469.

    Google Scholar 

  • Xu, Y., Carr, L. G., Bosron, W. F., Li, T.-K., and Edenberg, H. J. (1988). Genotyping of human alcohol dehydrogenases at the ADH2 and ADH3 loci following DNA sequence amplification. Genomics 2:209-214.

    Google Scholar 

  • Yin, S., Bosron, W. F., Magnes, L. J., and Li, T. (1984). Human liver alcohol dehydrogenase: Purification and kinetic characteristion of the b2b2, b2 b1 ab2 and b2c oriental isoenzymes. Biochemistry 23:5847-5853.

    Google Scholar 

  • Zhu, G., Duffy, D. L., Eldridge, A., Grace, M., Mayne, C., O'Gorman, L., Aitken, J. F., Neale, M. C., Hayward, N. K., Green, A. C., and Martin, N. G. (1999). Mole density is linked to the familial melanoma gene CDKN2A. Am. J. Hum. Genet. 65:483-492.

    Google Scholar 

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Neale, M.C., Cherny, S.S., Sham, P.C. et al. Distinguishing Population Stratification from Genuine Allelic Effects with Mx: Association of ADH2 with Alcohol Consumption. Behav Genet 29, 233–243 (1999). https://doi.org/10.1023/A:1021638122693

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