全基因组关联研究
生物
候选基因
遗传关联
遗传学
疾病
基因
免疫系统
等位基因
蛋白质组
阿尔茨海默病
蛋白质组学
获得性免疫系统
特雷姆2
免疫学
单倍型
数量性状位点
表达数量性状基因座
计算生物学
人类白细胞抗原
孟德尔遗传
孟德尔随机化
生物信息学
基因调控网络
单核苷酸多态性
共域化
受体
作者
Keenan A. Walker,Cassandra Blew,Michael R. Duggan,Cassie Joynes,Gabriela Gómez,Shannon Drouin,Jenifer Cordon,Jingsha Chen,Jingning Zhang,Bálint File,Tibor Nánási,Benoit Lehallier,Hamilton Oh,Aditya Surapaneni,Morgan E. Grams,Priya Palta,Kevin Sullivan,Alexa Pichet Binette,Lang Wu,Jingjing Zhu
标识
DOI:10.1126/scitranslmed.adx4852
摘要
The rapid expansion of plasma proteomic data and protein quantitative trait loci (pQTLs) provides an opportunity to identify genes that confer disease risk through their effect on plasma protein abundance. We conducted an Alzheimer's disease (AD) proteome-wide association study (PWAS) integrating publicly available plasma cis-pQTL data (1348 European American and 1385 African American genetically determined protein models) with AD dementia GWAS summary statistics. Whereas the African American PWAS identified one candidate [apolipoprotein E (APOE)] and multiple suggestive genes, the European American PWAS identified 18 genes with putative causal relationships with AD through cis regulation of plasma protein abundance. Thirteen of these candidate genes were additionally supported by colocalization and complementary causal-inference analyses such as summary data-based Mendelian randomization. Four of these proteins were not previously detected in AD GWAS [complement decay-accelerating factor (CD55), leukocyte immunoglobulin-like receptor B1 (LILRB1), scavenger receptor class A member 5 (SCARA5), and signal regulatory protein alpha (SIRPA)]. A subset of candidate gene-associated proteins was associated with 8- and 20-year dementia risk, markers of AD pathology, and a CSF proteomic signature enriched for immune and metabolic processes. Putative causal proteins were enriched for adaptive (lymphocyte-mediated) immunity and, compared with GWAS candidates, showed less enrichment for synaptic and amyloid regulatory processes. LILRB1 and SIRPA, two immunoregulatory proteins not previously implicated in AD GWAS, showed the strongest mechanistic link to AD in the European American PWAS. These results shed additional light on AD etiology and enable the prioritization of potential AD therapeutic targets in peripheral circulation.
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