Genomics and Computational Biology, University of Pennsylvania, Philadelphia, PA, USA.
Genetics, University of Pennsylvania, Philadelphia, PA, USA.
Genome Biol. 2023 Feb 24;24(1):35. doi: 10.1186/s13059-023-02874-4.
Mapping of quantitative trait loci (QTL) associated with molecular phenotypes is a powerful approach for identifying the genes and molecular mechanisms underlying human traits and diseases, though most studies have focused on individuals of European descent. While important progress has been made to study a greater diversity of human populations, many groups remain unstudied, particularly among indigenous populations within Africa. To better understand the genetics of gene regulation in East Africans, we perform expression and splicing QTL mapping in whole blood from a cohort of 162 diverse Africans from Ethiopia and Tanzania. We assess replication of these QTLs in cohorts of predominantly European ancestry and identify candidate genes under selection in human populations.
We find the gene regulatory architecture of African and non-African populations is broadly shared, though there is a considerable amount of variation at individual loci across populations. Comparing our analyses to an equivalently sized cohort of European Americans, we find that QTL mapping in Africans improves the detection of expression QTLs and fine-mapping of causal variation. Integrating our QTL scans with signatures of natural selection, we find several genes related to immunity and metabolism that are highly differentiated between Africans and non-Africans, as well as a gene associated with pigmentation.
Extending QTL mapping studies beyond European ancestry, particularly to diverse indigenous populations, is vital for a complete understanding of the genetic architecture of human traits and can reveal novel functional variation underlying human traits and disease.
与分子表型相关的数量性状基因座(QTL)的定位是鉴定人类特征和疾病相关基因和分子机制的有力方法,尽管大多数研究都集中在欧洲血统的个体上。虽然在研究更多样化的人类群体方面已经取得了重要进展,但许多群体仍未得到研究,特别是在非洲的土著群体中。为了更好地了解东非人群中基因调控的遗传学,我们在来自埃塞俄比亚和坦桑尼亚的 162 名不同非洲人的全血中进行了表达和剪接 QTL 定位。我们评估了这些 QTL 在主要为欧洲血统的队列中的复制情况,并确定了人类群体中受选择影响的候选基因。
我们发现非洲和非非洲人群的基因调控结构广泛共享,尽管在不同人群中,个体基因座的变化相当大。将我们的分析与规模相当的欧洲裔美国人队列进行比较,我们发现非洲人的 QTL 定位提高了表达 QTL 的检测和因果变异的精细映射。将我们的 QTL 扫描与自然选择的特征相结合,我们发现了几个与免疫和代谢相关的基因,这些基因在非洲人和非非洲人之间存在高度分化,以及一个与色素沉着有关的基因。
将 QTL 定位研究扩展到欧洲血统以外,特别是到多样化的土著群体,对于全面了解人类特征的遗传结构至关重要,并且可以揭示人类特征和疾病背后的新的功能变异。