Harvard T.H. Chan School of Public Health, Boston, MA.
Mol Biol Evol. 2021 Apr 13;38(4):1356-1371. doi: 10.1093/molbev/msaa294.
Malaria has been one of the strongest selective pressures on our species. Many of the best-characterized cases of adaptive evolution in humans are in genes tied to malaria resistance. However, the complex evolutionary patterns at these genes are poorly captured by standard scans for nonneutral evolution. Here, we present three new statistical tests for selection based on population genetic patterns that are observed more than once among key malaria resistance loci. We assess these tests using forward-time evolutionary simulations and apply them to global whole-genome sequencing data from humans, and thus we show that they are effective at distinguishing selection from neutrality. Each test captures a distinct evolutionary pattern, here called Divergent Haplotypes, Repeated Shifts, and Arrested Sweeps, associated with a particular period of human prehistory. We clarify the selective signatures at known malaria-relevant genes and identify additional genes showing similar adaptive evolutionary patterns. Among our top outliers, we see a particular enrichment for genes involved in erythropoiesis and for genes previously associated with malaria resistance, consistent with a major role for malaria in shaping these patterns of genetic diversity. Polymorphisms at these genes are likely to impact resistance to malaria infection and contribute to ongoing host-parasite coevolutionary dynamics.
疟疾一直是对人类最强有力的选择压力之一。在人类中,许多特征最明显的适应性进化案例都与疟疾抗性基因有关。然而,标准的非中性进化扫描方法并不能很好地捕捉到这些基因的复杂进化模式。在这里,我们提出了三种基于群体遗传模式的新选择统计检验方法,这些方法在关键的疟疾抗性基因座中多次被观察到。我们使用向前时间进化模拟评估了这些检验方法,并将它们应用于人类的全球全基因组测序数据,从而表明它们能够有效地将选择与中性区分开来。每个检验方法都捕捉到了一种独特的进化模式,这里称为分歧单倍型、重复移位和被阻止的扫除,这些模式与人类史前的一个特定时期有关。我们澄清了已知与疟疾相关的基因的选择特征,并确定了其他显示类似适应性进化模式的基因。在我们的顶级异常值中,我们看到与红细胞生成和以前与疟疾抗性相关的基因特别丰富,这与疟疾在塑造这些遗传多样性模式方面的主要作用一致。这些基因的多态性可能会影响对疟疾感染的抵抗力,并为正在进行的宿主-寄生虫共同进化动态做出贡献。