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A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease

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. We used the LD score regression to estimate the genetic correlation o...

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Autores principales: Zhao, Qingyuan, Wang, Jingshu, Miao, Zhen, Zhang, Nancy R, Hennessy, Sean, Small, Dylan S, Rader, Daniel J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8163505/
https://www.ncbi.nlm.nih.gov/pubmed/33899735
http://dx.doi.org/10.7554/eLife.58361
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author Zhao, Qingyuan
Wang, Jingshu
Miao, Zhen
Zhang, Nancy R
Hennessy, Sean
Small, Dylan S
Rader, Daniel J
author_facet Zhao, Qingyuan
Wang, Jingshu
Miao, Zhen
Zhang, Nancy R
Hennessy, Sean
Small, Dylan S
Rader, Daniel J
author_sort Zhao, Qingyuan
collection PubMed
description 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. We used the LD score regression to estimate the genetic correlation of 77 subfraction traits with traditional lipid profile and identified 27 traits that may represent 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 CAD. The effect was not attenuated in multivariable analyses. 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. Further investigations are needed to fully understand the role of HDL particle size.
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spelling pubmed-81635052021-06-02 A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease Zhao, Qingyuan Wang, Jingshu Miao, Zhen Zhang, Nancy R Hennessy, Sean Small, Dylan S Rader, Daniel J eLife Genetics and Genomics 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. We used the LD score regression to estimate the genetic correlation of 77 subfraction traits with traditional lipid profile and identified 27 traits that may represent 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 CAD. The effect was not attenuated in multivariable analyses. 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. Further investigations are needed to fully understand the role of HDL particle size. eLife Sciences Publications, Ltd 2021-04-26 /pmc/articles/PMC8163505/ /pubmed/33899735 http://dx.doi.org/10.7554/eLife.58361 Text en © 2021, Zhao et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Genetics and Genomics
Zhao, Qingyuan
Wang, Jingshu
Miao, Zhen
Zhang, Nancy R
Hennessy, Sean
Small, Dylan S
Rader, Daniel J
A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease
title A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease
title_full A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease
title_fullStr A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease
title_full_unstemmed A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease
title_short A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease
title_sort mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease
topic Genetics and Genomics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8163505/
https://www.ncbi.nlm.nih.gov/pubmed/33899735
http://dx.doi.org/10.7554/eLife.58361
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