TY - JOUR
T1 - Human plasma lipidome is pleiotropically associated with cardiovascular risk factors and death
AU - Bellis, Claire
AU - Kulkarni, Hemant
AU - Mamtani, Manju
AU - Kent Jr, Jack W
AU - Wong, Gerard
AU - Weir, Jacquelyn M
AU - Barlow, Christopher K.
AU - Diego, Vincent
AU - de Almeida, Marcio A Alfonso
AU - Dyer, Thomas D
AU - Göring, Harald H H
AU - Almasy, Laura
AU - Mahaney, Michael C
AU - Comuzzie, Anthony G
AU - Williams-Blangero, Sarah
AU - Meikle, Peter J.
AU - Blangero, John
AU - Curran, Joanne E
PY - 2014/12/1
Y1 - 2014/12/1
N2 - 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.
AB - 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.
KW - Cardiovascular diseases
KW - Genetics
KW - Lipids
UR - http://www.scopus.com/inward/record.url?scp=84925850408&partnerID=8YFLogxK
U2 - 10.1161/CIRCGENETICS.114.000600
DO - 10.1161/CIRCGENETICS.114.000600
M3 - Article
AN - SCOPUS:84925850408
SN - 1942-325X
VL - 7
SP - 854
EP - 863
JO - Circulation: Cardiovascular Genetics
JF - Circulation: Cardiovascular Genetics
IS - 6
ER -