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Convergence of biomarkers and risk factor trait loci of coronary artery disease at 3p21.31 and HLA region

Here we seek to identify molecular biomarkers that mediate the effect of risk factors on coronary artery disease (CAD). We perform a SNP-based multiomics data analysis to find biomarkers (probes) causally associated with the risk of CAD within known genomic loci for its risk factors. We identify 78...

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Autores principales: Nikpay, Majid, McPherson, Ruth
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7878768/
https://www.ncbi.nlm.nih.gov/pubmed/33574266
http://dx.doi.org/10.1038/s41525-021-00174-z
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author Nikpay, Majid
McPherson, Ruth
author_facet Nikpay, Majid
McPherson, Ruth
author_sort Nikpay, Majid
collection PubMed
description Here we seek to identify molecular biomarkers that mediate the effect of risk factors on coronary artery disease (CAD). We perform a SNP-based multiomics data analysis to find biomarkers (probes) causally associated with the risk of CAD within known genomic loci for its risk factors. We identify 78 biomarkers, the majority (64%) of which are methylation probes. We detect the convergence of several CNS and lifestyle trait loci and their biomarkers at the 3p21.31 and human leukocyte antigen (HLA) regions. The 3p21.31 locus was the most populated region in the convergence of biomarkers and risk factors. In this region, we noted as the BSN gene becomes methylated the level of stomatin (STOM) in blood increases and this contributes to higher risk of CAD. In the HLA locus, we identify several methylation biomarkers associated with various CAD risk factors. SNPs in the CFB gene display a trans-regulatory impact on the GRIA4 protein level. A methylation site upstream of the APOE gene is associated with a higher protein level of S100A13 which in turn leads to higher LDL-C and greater CAD risk. We find UHRF1BP1 and ILRUN mediate the effect of obesity on CAD whereas methylation sites within NOS3 and CKM mediate the effect of their associated-risk factors on CAD. This study provides further insight into the biology of CAD and identifies a list of biomarkers that mediate the impact of risk factors on CAD. A SNP-based initiative can unite data from various fields of omics into a single network of knowledge.
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spelling pubmed-78787682021-02-24 Convergence of biomarkers and risk factor trait loci of coronary artery disease at 3p21.31 and HLA region Nikpay, Majid McPherson, Ruth NPJ Genom Med Article Here we seek to identify molecular biomarkers that mediate the effect of risk factors on coronary artery disease (CAD). We perform a SNP-based multiomics data analysis to find biomarkers (probes) causally associated with the risk of CAD within known genomic loci for its risk factors. We identify 78 biomarkers, the majority (64%) of which are methylation probes. We detect the convergence of several CNS and lifestyle trait loci and their biomarkers at the 3p21.31 and human leukocyte antigen (HLA) regions. The 3p21.31 locus was the most populated region in the convergence of biomarkers and risk factors. In this region, we noted as the BSN gene becomes methylated the level of stomatin (STOM) in blood increases and this contributes to higher risk of CAD. In the HLA locus, we identify several methylation biomarkers associated with various CAD risk factors. SNPs in the CFB gene display a trans-regulatory impact on the GRIA4 protein level. A methylation site upstream of the APOE gene is associated with a higher protein level of S100A13 which in turn leads to higher LDL-C and greater CAD risk. We find UHRF1BP1 and ILRUN mediate the effect of obesity on CAD whereas methylation sites within NOS3 and CKM mediate the effect of their associated-risk factors on CAD. This study provides further insight into the biology of CAD and identifies a list of biomarkers that mediate the impact of risk factors on CAD. A SNP-based initiative can unite data from various fields of omics into a single network of knowledge. Nature Publishing Group UK 2021-02-11 /pmc/articles/PMC7878768/ /pubmed/33574266 http://dx.doi.org/10.1038/s41525-021-00174-z Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Nikpay, Majid
McPherson, Ruth
Convergence of biomarkers and risk factor trait loci of coronary artery disease at 3p21.31 and HLA region
title Convergence of biomarkers and risk factor trait loci of coronary artery disease at 3p21.31 and HLA region
title_full Convergence of biomarkers and risk factor trait loci of coronary artery disease at 3p21.31 and HLA region
title_fullStr Convergence of biomarkers and risk factor trait loci of coronary artery disease at 3p21.31 and HLA region
title_full_unstemmed Convergence of biomarkers and risk factor trait loci of coronary artery disease at 3p21.31 and HLA region
title_short Convergence of biomarkers and risk factor trait loci of coronary artery disease at 3p21.31 and HLA region
title_sort convergence of biomarkers and risk factor trait loci of coronary artery disease at 3p21.31 and hla region
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7878768/
https://www.ncbi.nlm.nih.gov/pubmed/33574266
http://dx.doi.org/10.1038/s41525-021-00174-z
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