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Mendelian randomization and pathway analysis demonstrate shared genetic associations between lupus and coronary artery disease

Coronary artery disease (CAD) is a leading cause of death in patients with systemic lupus erythematosus (SLE). Despite clinical evidence supporting an association between SLE and CAD, pleiotropy-adjusted genetic association studies are limited and focus on only a few common risk loci. Here, we ident...

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Autores principales: Kain, Jessica, Owen, Katherine A., Marion, Miranda C., Langefeld, Carl D., Grammer, Amrie C., Lipsky, Peter E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9729823/
https://www.ncbi.nlm.nih.gov/pubmed/36334592
http://dx.doi.org/10.1016/j.xcrm.2022.100805
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author Kain, Jessica
Owen, Katherine A.
Marion, Miranda C.
Langefeld, Carl D.
Grammer, Amrie C.
Lipsky, Peter E.
author_facet Kain, Jessica
Owen, Katherine A.
Marion, Miranda C.
Langefeld, Carl D.
Grammer, Amrie C.
Lipsky, Peter E.
author_sort Kain, Jessica
collection PubMed
description Coronary artery disease (CAD) is a leading cause of death in patients with systemic lupus erythematosus (SLE). Despite clinical evidence supporting an association between SLE and CAD, pleiotropy-adjusted genetic association studies are limited and focus on only a few common risk loci. Here, we identify a net positive causal estimate of SLE-associated non-HLA SNPs on CAD by traditional Mendelian randomization (MR) approaches. Pathway analysis using SNP-to-gene mapping followed by unsupervised clustering based on protein-protein interactions (PPIs) identifies biological networks composed of positive and negative causal sets of genes. In addition, we confirm the casual effects of specific SNP-to-gene modules on CAD using only SNP mapping to each PPI-defined functional gene set as instrumental variables. This PPI-based MR approach elucidates various molecular pathways with causal implications between SLE and CAD and identifies biological pathways likely causative of both pathologies, revealing known and novel therapeutic interventions for managing CAD in SLE.
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spelling pubmed-97298232022-12-09 Mendelian randomization and pathway analysis demonstrate shared genetic associations between lupus and coronary artery disease Kain, Jessica Owen, Katherine A. Marion, Miranda C. Langefeld, Carl D. Grammer, Amrie C. Lipsky, Peter E. Cell Rep Med Article Coronary artery disease (CAD) is a leading cause of death in patients with systemic lupus erythematosus (SLE). Despite clinical evidence supporting an association between SLE and CAD, pleiotropy-adjusted genetic association studies are limited and focus on only a few common risk loci. Here, we identify a net positive causal estimate of SLE-associated non-HLA SNPs on CAD by traditional Mendelian randomization (MR) approaches. Pathway analysis using SNP-to-gene mapping followed by unsupervised clustering based on protein-protein interactions (PPIs) identifies biological networks composed of positive and negative causal sets of genes. In addition, we confirm the casual effects of specific SNP-to-gene modules on CAD using only SNP mapping to each PPI-defined functional gene set as instrumental variables. This PPI-based MR approach elucidates various molecular pathways with causal implications between SLE and CAD and identifies biological pathways likely causative of both pathologies, revealing known and novel therapeutic interventions for managing CAD in SLE. Elsevier 2022-11-04 /pmc/articles/PMC9729823/ /pubmed/36334592 http://dx.doi.org/10.1016/j.xcrm.2022.100805 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Kain, Jessica
Owen, Katherine A.
Marion, Miranda C.
Langefeld, Carl D.
Grammer, Amrie C.
Lipsky, Peter E.
Mendelian randomization and pathway analysis demonstrate shared genetic associations between lupus and coronary artery disease
title Mendelian randomization and pathway analysis demonstrate shared genetic associations between lupus and coronary artery disease
title_full Mendelian randomization and pathway analysis demonstrate shared genetic associations between lupus and coronary artery disease
title_fullStr Mendelian randomization and pathway analysis demonstrate shared genetic associations between lupus and coronary artery disease
title_full_unstemmed Mendelian randomization and pathway analysis demonstrate shared genetic associations between lupus and coronary artery disease
title_short Mendelian randomization and pathway analysis demonstrate shared genetic associations between lupus and coronary artery disease
title_sort mendelian randomization and pathway analysis demonstrate shared genetic associations between lupus and coronary artery disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9729823/
https://www.ncbi.nlm.nih.gov/pubmed/36334592
http://dx.doi.org/10.1016/j.xcrm.2022.100805
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