Human Plasma Lipidome Is Pleiotropically Associated With Cardiovascular Risk Factors and Death

被引:47
作者
Bellis, Claire [1 ]
Kulkarni, Hemant [1 ]
Mamtani, Manju [1 ]
Kent, Jack W., Jr. [1 ]
Wong, Gerard [2 ]
Weir, Jacquelyn M. [2 ]
Barlow, Christopher K. [2 ]
Diego, Vincent [1 ]
Almeida, Marcio [1 ]
Dyer, Thomas D. [1 ]
Goering, Harald H. H. [1 ]
Almasy, Laura [1 ]
Mahaney, Michael C. [1 ]
Comuzzie, Anthony G. [1 ]
Williams-Blangero, Sarah [1 ,3 ]
Meikle, Peter J. [2 ]
Blangero, John [1 ]
Curran, Joanne E. [1 ]
机构
[1] Texas Biomed Res Inst, Dept Genet, San Antonio, TX 78227 USA
[2] Baker IDI Heart & Diabet Inst, Melbourne, Vic, Australia
[3] Southwest Natl Primate Res Ctr, San Antonio, TX USA
基金
美国国家卫生研究院; 英国医学研究理事会;
关键词
cardiovascular diseases; genetics; lipids; MULTIPOINT LINKAGE ANALYSIS; MEXICAN-AMERICAN FAMILIES; QUANTITATIVE TRAITS; FATTY-ACIDS; ATHEROSCLEROSIS; HYPERTENSION; GENETICS; DISEASE;
D O I
10.1161/CIRCGENETICS.114.000600
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background-Cardiovascular disease (CVD) is the most common cause of death in the United States and is associated with a high economic burden. Prevention of CVD focuses on controlling or improving the lipid profile of patients at risk. The human lipidome is made up of thousands of ubiquitous lipid species. By studying biologically simple canonical lipid species, we investigated whether the lipidome is genetically redundant and whether its genetic influences can provide clinically relevant clues of CVD risk. Methods and Results-We performed a genetic study of the human lipidome in 1212 individuals from 42 extended Mexican American families. High-throughput mass spectrometry enabled rapid capture of precise lipidomic profiles, providing 319 unique species. Using variance component-based heritability analyses and bivariate trait analyses, we detected significant genetic influences on each lipid assayed. Median heritability of the plasma lipid species was 0.37. Hierarchical clustering based on complex genetic correlation patterns identified 12 genetic clusters that characterized the plasma lipidome. These genetic clusters were differentially but consistently associated with risk factors of CVD, including central obesity, obesity, type 2 diabetes mellitus, raised serum triglycerides, and metabolic syndrome. Also, these clusters consistently predicted occurrence of cardiovascular deaths during follow-up. Conclusions-The human plasma lipidome is heritable. Shared genetic influences reduce the dimensionality of the human lipidome into clusters that are associated with risk factors of CVD.
引用
收藏
页码:854 / 863
页数:10
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