Cai Yanwei, Johnson Mari, Haessler Jeffrey, Molstad Aaron J, Hwang Shih-Jen, Joehanes Roby, Murabito Joanne M, Tahir Usman A, Franceschini Nora, Gerszten Robert E, Sun Wei, Levy Daniel, Raffield Laura M, Kooperberg Charles, Hsu Li, Reiner Alexander P
Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, USA.
School of Statistics, University of Minnesota, Minneapolis, USA.
Genome Biol. 2025 Jul 10;26(1):200. doi: 10.1186/s13059-025-03671-x.
Substantial efforts have been dedicated to exploring the link between genetic regulation and the proteome, informing studies of complex trait mechanisms. Most of these efforts have been limited to populations of European ancestry.
We conduct an Olink protein quantitative trait locus (pQTL) analysis on 1245 proteins involving 1033 self-identified African American (AA) and 1764 non-Hispanic White (NHW) participants from the Women's Health Initiative and Framingham Heart Study. For replication of candidate pQTLs, we use data from 534 self-identified AA adults from the Jackson Heart Study and protein genome-wide association analysis statistics from the UK Biobank Pharma Proteomics Project, including 54,219 participants, of whom 931 are of African ancestry. In total, we identify and validate 5103 pQTLs (4496 or 88% cis- and 602 or 12% trans-pQTLs) for 983 proteins. Among these, 195 are previously unreported, with most (166 or 85%) identified in our AA sample, many of which were essentially monomorphic in European reference populations. Several of these newly identified African ancestry-specific pQTLs have been reported in ClinVar; our results suggest impact on circulating protein levels, potentially bolstering evidence for clinical significance. We identify a "cis pQTL hotspot" within the leukocyte receptor gene cluster on human chromosome 19q13.4. We also provide examples where a particular cis-pQTL, identified through conditional analysis, offers biological insights into an overlapping GWAS signal for disease susceptibility.
The identification of previously undescribed African ancestry-specific pQTLs contributes to understanding protein genetic regulation and highlights the significance of proteomic analysis in diverse populations.
人们付出了巨大努力来探索基因调控与蛋白质组之间的联系,为复杂性状机制的研究提供信息。这些努力大多局限于欧洲血统人群。
我们对来自女性健康倡议和弗雷明汉心脏研究的1245种蛋白质进行了Olink蛋白质定量性状基因座(pQTL)分析,涉及1033名自我认定的非裔美国人(AA)和1764名非西班牙裔白人(NHW)参与者。为了复制候选pQTL,我们使用了来自杰克逊心脏研究的534名自我认定的成年非裔美国人的数据,以及英国生物银行药物蛋白质组学项目的蛋白质全基因组关联分析统计数据,该项目包括54219名参与者,其中931人具有非洲血统。我们总共为983种蛋白质鉴定并验证了5103个pQTL(4496个或88%为顺式pQTL,602个或12%为反式pQTL)。其中,195个是以前未报告的,大多数(166个或85%)在我们的非裔美国人样本中鉴定出来,其中许多在欧洲参考人群中基本上是单态的。这些新鉴定的非洲血统特异性pQTL中有几个已在ClinVar中报告;我们的结果表明它们对循环蛋白水平有影响,可能为临床意义提供支持证据。我们在人类染色体19q13.4的白细胞受体基因簇内鉴定出一个“顺式pQTL热点”。我们还提供了一些例子来说明,通过条件分析鉴定出的特定顺式pQTL为疾病易感性的重叠全基因组关联研究信号提供了生物学见解。
鉴定出以前未描述的非洲血统特异性pQTL有助于理解蛋白质遗传调控,并突出了蛋白质组学分析在不同人群中的重要性。