Colonna Vincenza, Ayub Qasim, Chen Yuan, Pagani Luca, Luisi Pierre, Pybus Marc, Garrison Erik, Xue Yali, Tyler-Smith Chris, Abecasis Goncalo R, Auton Adam, Brooks Lisa D, DePristo Mark A, Durbin Richard M, Handsaker Robert E, Kang Hyun Min, Marth Gabor T, McVean Gil A
Genome Biol. 2014 Jun 30;15(6):R88. doi: 10.1186/gb-2014-15-6-r88.
Population differentiation has proved to be effective for identifying loci under geographically localized positive selection, and has the potential to identify loci subject to balancing selection. We have previously investigated the pattern of genetic differentiation among human populations at 36.8 million genomic variants to identify sites in the genome showing high frequency differences. Here, we extend this dataset to include additional variants, survey sites with low levels of differentiation, and evaluate the extent to which highly differentiated sites are likely to result from selective or other processes.
We demonstrate that while sites with low differentiation represent sampling effects rather than balancing selection, sites showing extremely high population differentiation are enriched for positive selection events and that one half may be the result of classic selective sweeps. Among these, we rediscover known examples, where we actually identify the established functional SNP, and discover novel examples including the genes ABCA12, CALD1 and ZNF804, which we speculate may be linked to adaptations in skin, calcium metabolism and defense, respectively.
We identify known and many novel candidate regions for geographically restricted positive selection, and suggest several directions for further research.
群体分化已被证明在识别地理局部正选择下的基因座方面是有效的,并且有潜力识别受到平衡选择的基因座。我们之前研究了人类群体间在3680万个基因组变异上的遗传分化模式,以识别基因组中显示高频差异的位点。在此,我们扩展该数据集以纳入更多变异,调查低分化水平的位点,并评估高度分化位点可能由选择或其他过程导致的程度。
我们证明,虽然低分化位点代表抽样效应而非平衡选择,但显示出极高群体分化的位点富集了正选择事件,且其中一半可能是经典选择扫荡的结果。在这些位点中,我们重新发现了已知的例子,其中我们实际鉴定出了已确定的功能性单核苷酸多态性(SNP),还发现了新的例子,包括ABCA12、CALD1和ZNF804基因,我们推测它们可能分别与皮肤、钙代谢和防御方面的适应性有关。
我们识别出了已知的以及许多新的地理受限正选择候选区域,并提出了几个进一步研究的方向。