A Panel of Ancestry Informative Markers for the Complex Five-Way Admixed South African Coloured Population

被引:59
作者
Daya, Michelle [1 ,2 ]
van der Merwe, Lize [1 ,2 ,3 ,4 ]
Galal, Ushma [3 ]
Moeller, Mario [1 ,2 ]
Salie, Muneeb [1 ,2 ]
Chimusa, Emile R. [5 ]
Galanter, Joshua M. [6 ]
van Helden, Paul D. [1 ,2 ]
Henn, Brenna M. [7 ]
Gignoux, Chris R. [6 ]
Hoal, Eileen [1 ,2 ]
机构
[1] Univ Stellenbosch, Fac Med & Hlth Sci, MRC Ctr Mol & Cellular Biol, ZA-7505 Tygerberg, South Africa
[2] Univ Stellenbosch, Fac Med & Hlth Sci, DST NRF Ctr Excellence Biomed TB Res, ZA-7505 Tygerberg, South Africa
[3] MRC, Biostat Unit, Tygerberg, South Africa
[4] Univ Western Cape, Dept Stat, Cape Town, South Africa
[5] Univ Cape Town, Sch Med, Computat Biol Grp, Dept Clin Lab Sci,Inst Infect Dis & Mol Med, ZA-7925 Cape Town, South Africa
[6] Univ Calif San Francisco, San Francisco, CA 94143 USA
[7] SUNY Stony Brook, Dept Ecol & Evolut, Stony Brook, NY 11794 USA
基金
新加坡国家研究基金会;
关键词
DETERMINING CONTINENTAL ORIGIN; HUMAN GENETIC SUSCEPTIBILITY; ASSOCIATION; STRATIFICATION; TUBERCULOSIS; DIVERSITY; ADMIXTURE; CANCER; POLYMORPHISMS; INFERENCE;
D O I
10.1371/journal.pone.0082224
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Admixture is a well known confounder in genetic association studies. If genome-wide data is not available, as would be the case for candidate gene studies, ancestry informative markers (AIMs) are required in order to adjust for admixture. The predominant population group in the Western Cape, South Africa, is the admixed group known as the South African Coloured (SAC). A small set of AIMs that is optimized to distinguish between the five source populations of this population (African San, African non-San, European, South Asian, and East Asian) will enable researchers to cost-effectively reduce false-positive findings resulting from ignoring admixture in genetic association studies of the population. Using genome-wide data to find SNPs with large allele frequency differences between the source populations of the SAC, as quantified by Rosenberg et. al's -statistic, we developed a panel of AIMs by experimenting with various selection strategies. Subsets of different sizes were evaluated by measuring the correlation between ancestry proportions estimated by each AIM subset with ancestry proportions estimated using genome-wide data. We show that a panel of 96 AIMs can be used to assess ancestry proportions and to adjust for the confounding effect of the complex five-way admixture that occurred in the South African Coloured population.
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页数:11
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