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Published on: October 12, 2017
Human plasma lipidome is pleiotropically associated with cardiovascular risk factors and death
Claire Bellis1, Hemant Kulkarni1, Manju Mamtani1
1Department of Genetics, Texas Biomedical Research Institute, San Antonio, TX.
Insights
The human lipidome, the complete set of lipids in the body, is heritable. Genetic factors group lipid species, offering insights into cardiovascular disease (CVD) risk factors and outcomes.
Area of Science:
- Human genetics
- Lipidomics
- Cardiovascular disease research
Background:
- Cardiovascular disease (CVD) is a leading cause of death and economic burden in the U.S.
- Controlling lipid profiles is key for CVD prevention in at-risk individuals.
- The human lipidome comprises thousands of lipid species, with potential genetic redundancy.
Purpose of the Study:
- To investigate genetic redundancy within the human lipidome.
- To determine if genetic influences on lipids provide clinically relevant clues for CVD risk.
- To explore the genetic underpinnings of lipid profiles and their association with CVD.
Main Methods:
- Genetic study of the human lipidome in 1212 individuals from 42 Mexican American families.
- High-throughput mass spectrometry for lipidomic profiling (319 species).
- Variance component-based heritability and bivariate trait analyses.
Main Results:
- Significant genetic influences were detected on all assayed plasma lipid species (median heritability 0.37).
- Hierarchical clustering identified 12 genetic clusters characterizing the plasma lipidome.
- These clusters were consistently associated with CVD risk factors (obesity, diabetes, metabolic syndrome) and predicted cardiovascular deaths.
Conclusions:
- The human plasma lipidome demonstrates significant heritability.
- Shared genetic influences simplify the lipidome into clusters linked to CVD risk factors.
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.
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