蛋白质组
单核苷酸多态性
基因座(遗传学)
遗传学
全基因组关联研究
基因分型
SNP公司
生物
遗传关联
次等位基因频率
蛋白质组学
计算生物学
医学
作者
Daniel H. Katz,Usman A. Tahir,Alexander G. Bick,Akhil Pampana,Debby Ngo,Mark D. Benson,Zhi Yu,Jeremy M. Robbins,Zsu-Zsu Chen,Daniel E. Cruz,Shuliang Deng,Laurie Farrell,Sumita Sinha,Alec A. Schmaier,Dongxiao Shen,Yan Gao,Michael E. Hall,Adolfo Correa,Russell P. Tracy,Peter Durda
出处
期刊:Circulation
[Lippincott Williams & Wilkins]
日期:2021-11-24
卷期号:145 (5): 357-370
被引量:76
标识
DOI:10.1161/circulationaha.121.055117
摘要
Background: Plasma proteins are critical mediators of cardiovascular processes and are the targets of many drugs. Previous efforts to characterize the genetic architecture of the plasma proteome have been limited by a focus on individuals of European descent and leveraged genotyping arrays and imputation. Here we describe whole genome sequence analysis of the plasma proteome in individuals with greater African ancestry, increasing our power to identify novel genetic determinants. Methods: Proteomic profiling of 1301 proteins was performed in 1852 Black adults from the Jackson Heart Study using aptamer-based proteomics (SomaScan). Whole genome sequencing association analysis was ascertained for all variants with minor allele count ≥5. Results were validated using an alternative, antibody-based, proteomic platform (Olink) as well as replicated in the Multi-Ethnic Study of Atherosclerosis and the HERITAGE Family Study (Health, Risk Factors, Exercise Training and Genetics). Results: We identify 569 genetic associations between 479 proteins and 438 unique genetic regions at a Bonferroni-adjusted significance level of 3.8×10 -11 . These associations include 114 novel locus-protein relationships and an additional 217 novel sentinel variant-protein relationships. Novel cardiovascular findings include new protein associations at the APOE gene locus including ZAP70 (sentinel single nucleotide polymorphism [SNP] rs7412-T, β=0.61±0.05, P =3.27×10 -30 ) and MMP-3 (β=-0.60±0.05, P =1.67×10 -32 ), as well as a completely novel pleiotropic locus at the HPX gene, associated with 9 proteins. Further, the associations suggest new mechanisms of genetically mediated cardiovascular disease linked to African ancestry; we identify a novel association between variants linked to APOL1-associated chronic kidney and heart disease and the protein CKAP2 (rs73885319-G, β=0.34±0.04, P =1.34×10 -17 ) as well as an association between ATTR amyloidosis and RBP4 levels in community-dwelling individuals without heart failure. Conclusions: Taken together, these results provide evidence for the functional importance of variants in non-European populations, and suggest new biological mechanisms for ancestry-specific determinants of lipids, coagulation, and myocardial function.
科研通智能强力驱动
Strongly Powered by AbleSci AI