1. A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease
- Author
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Sean Hennessy, Zhen Miao, Daniel J. Rader, Nan Zhang, Qingyuan Zhao, Jingshu Wang, Dylan S. Small, Zhao, Qingyuan [0000-0001-9902-2768], Miao, Zhen [0000-0002-3255-9517], Small, Dylan S [0000-0003-4928-2646], and Apollo - University of Cambridge Repository
- Subjects
0301 basic medicine ,medicine ,Coronary Artery Disease ,030204 cardiovascular system & hematology ,HDL Particle Size ,Bioinformatics ,Coronary artery disease ,0302 clinical medicine ,Databases, Genetic ,genetics ,HDL particle ,Biology (General) ,medicine.diagnostic_test ,General Neuroscience ,General Medicine ,Phenotype ,Cardiology ,lipids (amino acids, peptides, and proteins) ,Research Article ,medicine.medical_specialty ,QH301-705.5 ,Science ,Lipoproteins ,heart ,Biology ,cardiocascular system ,Genetic correlation ,Polymorphism, Single Nucleotide ,Risk Assessment ,General Biochemistry, Genetics and Molecular Biology ,03 medical and health sciences ,blood ,Internal medicine ,Mendelian randomization ,genomics ,Humans ,Genetic Predisposition to Disease ,human ,Particle Size ,General Immunology and Microbiology ,business.industry ,Genetic data ,Genetics and Genomics ,Mendelian Randomization Analysis ,medicine.disease ,030104 developmental biology ,Genetic marker ,Heart Disease Risk Factors ,business ,Lipid profile ,Biomarkers ,Lipoprotein ,Genome-Wide Association Study - Abstract
Recent genetic data can offer important insights into the roles of lipoprotein subfractions and particle sizes in preventing coronary artery disease (CAD), as previous observational studies have often reported conflicting results. In this study, we first used the LD score regression to estimate the genetic correlation of 77 subfraction traits with traditional lipid profile and identified 27 traits that may involve distinct genetic mechanisms. We then used Mendelian randomization (MR) to estimate the causal effect of these traits on the risk of CAD. In univariable MR, the concentration and content of medium high-density lipoprotein (HDL) particles showed a protective effect against coronary artery disease. The effect was not attenuated in multivariable MR that adjusted for traditional lipid profile. The multivariable MR analyses also found that small HDL particles and smaller mean HDL particle diameter may have a protective effect. We identified four genetic markers for HDL particle size and CAD.
- Published
- 2021