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Circulating levels of cytokines and risk of cardiovascular disease: a Mendelian randomization study
BACKGROUND: Epidemiological studies have linked various circulating cytokines to cardiovascular disease (CVD), which however remains uncertain whether these relationships represent causality or are due to bias. To address this question, we conducted a Mendelian randomization (MR) analysis to systema...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10247976/ https://www.ncbi.nlm.nih.gov/pubmed/37304261 http://dx.doi.org/10.3389/fimmu.2023.1175421 |
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author | Wei, Tao Zhu, Zhanfang Liu, Lin Liu, Bo Wu, Min Zhang, Wei Cui, Qianwei Liu, Fuqiang Zhang, Ronghuai |
author_facet | Wei, Tao Zhu, Zhanfang Liu, Lin Liu, Bo Wu, Min Zhang, Wei Cui, Qianwei Liu, Fuqiang Zhang, Ronghuai |
author_sort | Wei, Tao |
collection | PubMed |
description | BACKGROUND: Epidemiological studies have linked various circulating cytokines to cardiovascular disease (CVD), which however remains uncertain whether these relationships represent causality or are due to bias. To address this question, we conducted a Mendelian randomization (MR) analysis to systematically investigate the causal effects of circulating cytokine levels on CVD development. METHODS: This study leveraged the summary statistic from respective genome-wide association study (GWAS) of 47 cytokines and four types of CVD. The cis-quantitative trait locus (cis-QTL) definition, derived from a GWAS meta-analysis comprising 31,112 participants of European descent, served as instruments for cytokines. A two-sample MR design was employed, followed by comprehensive sensitivity analyses to validate the robustness of results. RESULTS: The results of inverse-variance weighted method using cis-protein QTL (cis-pQTL) instruments, showed the causal effects of four cytokines (i.e., IL-1ra, MCSF, SeSelectin, SCF) on the risk of coronary artery disease (CAD). We also identified causal relationships between two cytokines (i.e., IL-2ra, IP-10) and heart failure (HF), as well as two cytokines (i.e., MCP-3, SeSelectin) and atrial fibrillation (AF), after controlling for false discovery rate (FDR). The use of cis-expression QTL (cis-eQTL) revealed additional causal associations between IL-1a, MIF and CAD, between IL-6, MIF, and HF, as well as between FGFBasic and AF. No significant sign was survived for stroke with FDR applied. Results were largely consistent across sensitivity analyses. CONCLUSION: The present study provides supportive evidence that genetic predisposition to levels of certain cytokines causally affects the development of specific type of CVD. These findings have important implications for the creation of novel therapeutic strategies targeting these cytokines as a means of preventing and treating CVD. |
format | Online Article Text |
id | pubmed-10247976 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102479762023-06-09 Circulating levels of cytokines and risk of cardiovascular disease: a Mendelian randomization study Wei, Tao Zhu, Zhanfang Liu, Lin Liu, Bo Wu, Min Zhang, Wei Cui, Qianwei Liu, Fuqiang Zhang, Ronghuai Front Immunol Immunology BACKGROUND: Epidemiological studies have linked various circulating cytokines to cardiovascular disease (CVD), which however remains uncertain whether these relationships represent causality or are due to bias. To address this question, we conducted a Mendelian randomization (MR) analysis to systematically investigate the causal effects of circulating cytokine levels on CVD development. METHODS: This study leveraged the summary statistic from respective genome-wide association study (GWAS) of 47 cytokines and four types of CVD. The cis-quantitative trait locus (cis-QTL) definition, derived from a GWAS meta-analysis comprising 31,112 participants of European descent, served as instruments for cytokines. A two-sample MR design was employed, followed by comprehensive sensitivity analyses to validate the robustness of results. RESULTS: The results of inverse-variance weighted method using cis-protein QTL (cis-pQTL) instruments, showed the causal effects of four cytokines (i.e., IL-1ra, MCSF, SeSelectin, SCF) on the risk of coronary artery disease (CAD). We also identified causal relationships between two cytokines (i.e., IL-2ra, IP-10) and heart failure (HF), as well as two cytokines (i.e., MCP-3, SeSelectin) and atrial fibrillation (AF), after controlling for false discovery rate (FDR). The use of cis-expression QTL (cis-eQTL) revealed additional causal associations between IL-1a, MIF and CAD, between IL-6, MIF, and HF, as well as between FGFBasic and AF. No significant sign was survived for stroke with FDR applied. Results were largely consistent across sensitivity analyses. CONCLUSION: The present study provides supportive evidence that genetic predisposition to levels of certain cytokines causally affects the development of specific type of CVD. These findings have important implications for the creation of novel therapeutic strategies targeting these cytokines as a means of preventing and treating CVD. Frontiers Media S.A. 2023-05-25 /pmc/articles/PMC10247976/ /pubmed/37304261 http://dx.doi.org/10.3389/fimmu.2023.1175421 Text en Copyright © 2023 Wei, Zhu, Liu, Liu, Wu, Zhang, Cui, Liu and Zhang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Wei, Tao Zhu, Zhanfang Liu, Lin Liu, Bo Wu, Min Zhang, Wei Cui, Qianwei Liu, Fuqiang Zhang, Ronghuai Circulating levels of cytokines and risk of cardiovascular disease: a Mendelian randomization study |
title | Circulating levels of cytokines and risk of cardiovascular disease: a Mendelian randomization study |
title_full | Circulating levels of cytokines and risk of cardiovascular disease: a Mendelian randomization study |
title_fullStr | Circulating levels of cytokines and risk of cardiovascular disease: a Mendelian randomization study |
title_full_unstemmed | Circulating levels of cytokines and risk of cardiovascular disease: a Mendelian randomization study |
title_short | Circulating levels of cytokines and risk of cardiovascular disease: a Mendelian randomization study |
title_sort | circulating levels of cytokines and risk of cardiovascular disease: a mendelian randomization study |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10247976/ https://www.ncbi.nlm.nih.gov/pubmed/37304261 http://dx.doi.org/10.3389/fimmu.2023.1175421 |
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