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Blood copper and risk of cardiometabolic diseases: a Mendelian randomization study
Observational evidence links higher blood levels of copper with higher risk of cardiovascular diseases. However, whether those associations reflect causal links or can be attributed to confounding is still not fully clear. We investigated causal effects of copper on the risk of cardiometabolic endpo...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8895748/ https://www.ncbi.nlm.nih.gov/pubmed/34523676 http://dx.doi.org/10.1093/hmg/ddab275 |
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author | Jäger, Susanne Cabral, Maria Kopp, Johannes F Hoffmann, Per Ng, Esther Whitfield, John B Morris, Andrew P Lind, Lars Schwerdtle, Tanja Schulze, Matthias B |
author_facet | Jäger, Susanne Cabral, Maria Kopp, Johannes F Hoffmann, Per Ng, Esther Whitfield, John B Morris, Andrew P Lind, Lars Schwerdtle, Tanja Schulze, Matthias B |
author_sort | Jäger, Susanne |
collection | PubMed |
description | Observational evidence links higher blood levels of copper with higher risk of cardiovascular diseases. However, whether those associations reflect causal links or can be attributed to confounding is still not fully clear. We investigated causal effects of copper on the risk of cardiometabolic endpoints (stroke, coronary artery disease [CAD] and type 2 diabetes) and cardiometabolic risk factors in two-sample Mendelian randomization (MR) studies. The selection of genetic instruments for blood copper levels relied on meta-analysis of genome-wide association studies in three independent studies (European Prospective Investigation into Cancer and Nutrition-Potsdam study, Prospective investigation of the Vasculature in Uppsala Seniors study, Queensland Institute of Medical Research studies). For the selected instruments, outcome associations were drawn from large public genetic consortia on the respective disease endpoints (MEGASTROKE, Cardiogram, DIAGRAM) and cardiometabolic risk factors. MR results indicate an inverse association for genetically higher copper levels with risk of CAD (odds ratio [95% confidence interval] = 0.92 [0.86–0.99], P = 0.022) and systolic blood pressure (beta [standard error (SE)] = −0.238 [0.121]; P = 0.049). Multivariable MR incorporating copper and systolic blood pressure into one model suggested systolic blood pressure as mediating factor between copper and CAD risk. In contrast to previous observational evidence establishing higher blood copper levels as risk-increasing factor for cardiometabolic diseases, this study suggests that higher levels of genetically predicted copper might play a protective role for the development of CAD and systolic blood pressure. |
format | Online Article Text |
id | pubmed-8895748 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-88957482022-03-07 Blood copper and risk of cardiometabolic diseases: a Mendelian randomization study Jäger, Susanne Cabral, Maria Kopp, Johannes F Hoffmann, Per Ng, Esther Whitfield, John B Morris, Andrew P Lind, Lars Schwerdtle, Tanja Schulze, Matthias B Hum Mol Genet General Article Observational evidence links higher blood levels of copper with higher risk of cardiovascular diseases. However, whether those associations reflect causal links or can be attributed to confounding is still not fully clear. We investigated causal effects of copper on the risk of cardiometabolic endpoints (stroke, coronary artery disease [CAD] and type 2 diabetes) and cardiometabolic risk factors in two-sample Mendelian randomization (MR) studies. The selection of genetic instruments for blood copper levels relied on meta-analysis of genome-wide association studies in three independent studies (European Prospective Investigation into Cancer and Nutrition-Potsdam study, Prospective investigation of the Vasculature in Uppsala Seniors study, Queensland Institute of Medical Research studies). For the selected instruments, outcome associations were drawn from large public genetic consortia on the respective disease endpoints (MEGASTROKE, Cardiogram, DIAGRAM) and cardiometabolic risk factors. MR results indicate an inverse association for genetically higher copper levels with risk of CAD (odds ratio [95% confidence interval] = 0.92 [0.86–0.99], P = 0.022) and systolic blood pressure (beta [standard error (SE)] = −0.238 [0.121]; P = 0.049). Multivariable MR incorporating copper and systolic blood pressure into one model suggested systolic blood pressure as mediating factor between copper and CAD risk. In contrast to previous observational evidence establishing higher blood copper levels as risk-increasing factor for cardiometabolic diseases, this study suggests that higher levels of genetically predicted copper might play a protective role for the development of CAD and systolic blood pressure. Oxford University Press 2021-09-15 /pmc/articles/PMC8895748/ /pubmed/34523676 http://dx.doi.org/10.1093/hmg/ddab275 Text en © The Author(s) 2021. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | General Article Jäger, Susanne Cabral, Maria Kopp, Johannes F Hoffmann, Per Ng, Esther Whitfield, John B Morris, Andrew P Lind, Lars Schwerdtle, Tanja Schulze, Matthias B Blood copper and risk of cardiometabolic diseases: a Mendelian randomization study |
title | Blood copper and risk of cardiometabolic diseases: a Mendelian randomization study |
title_full | Blood copper and risk of cardiometabolic diseases: a Mendelian randomization study |
title_fullStr | Blood copper and risk of cardiometabolic diseases: a Mendelian randomization study |
title_full_unstemmed | Blood copper and risk of cardiometabolic diseases: a Mendelian randomization study |
title_short | Blood copper and risk of cardiometabolic diseases: a Mendelian randomization study |
title_sort | blood copper and risk of cardiometabolic diseases: a mendelian randomization study |
topic | General Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8895748/ https://www.ncbi.nlm.nih.gov/pubmed/34523676 http://dx.doi.org/10.1093/hmg/ddab275 |
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