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Genetically Determined Inflammatory Biomarkers and the Risk of Heart Failure: A Mendelian Randomization Study
Background: Positive associations between inflammatory biomarkers and the risk of heart failure (HF) have been reported in conventional observational studies. However, the causal effects of inflammatory biomarkers on HF have not been fully elucidated. We conducted a Mendelian randomization (MR) stud...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8645870/ https://www.ncbi.nlm.nih.gov/pubmed/34881299 http://dx.doi.org/10.3389/fcvm.2021.734400 |
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author | Li, Xintao Peng, Shi Guan, Bo Chen, Songwen Zhou, Genqing Wei, Yong Gong, Chao Xu, Juan Lu, Xiaofeng Zhang, Xiaoyu Liu, Shaowen |
author_facet | Li, Xintao Peng, Shi Guan, Bo Chen, Songwen Zhou, Genqing Wei, Yong Gong, Chao Xu, Juan Lu, Xiaofeng Zhang, Xiaoyu Liu, Shaowen |
author_sort | Li, Xintao |
collection | PubMed |
description | Background: Positive associations between inflammatory biomarkers and the risk of heart failure (HF) have been reported in conventional observational studies. However, the causal effects of inflammatory biomarkers on HF have not been fully elucidated. We conducted a Mendelian randomization (MR) study to examine the possible etiological roles of inflammatory biomarkers in HF. Methods: Summary statistical data for the associations between single nucleotide polymorphisms (SNPs) and C-reactive protein (CRP), fibrinogen, and components of the interleukin-1 (IL-1)-interleukin-6 (IL-6) inflammatory signaling pathway, namely, interleukin-1β (IL-1β), IL-1 receptor antagonist (IL-1ra), IL-6, and soluble IL-6 receptor (sIL-6r), were obtained from genome-wide association studies (GWASs) for individuals of European descent. The GWAS dataset of 977,323 participants of European ancestry, which included 47,309 HF cases and 930,014 controls, was collected to identify genetic variants underlying HF. A two-sample Mendelian randomization framework was implemented to examine the causality of the association between these inflammatory biomarkers and HF. Results: Our MR analyses found that genetically determined CRP and fibrinogen were not causally associated with HF risk (odds ratio [OR] = 0.93, 95% confidence interval [CI] = 0.84–1.02, p = 0.15; OR = 0.94, 95% CI = 0.55–1.58, p = 0.80, respectively). These findings remained consistent using different Mendelian randomization methods and in sensitivity analyses. For the IL-1-IL-6 pathway, causal estimates for IL-6 (OR = 0.86, 95% CI 0.81–0.91, p < 0.001), but not for IL-1β, IL-1ra, or sIL-6r, were significant. However, the association between genetically determined IL-6 and HF risk became non-significant after excluding SNPs with potential pleiotropy (OR = 0.89, 95% CI = 0.77–1.03, p = 0.12). Conclusion: Our study did not identify convincing evidence to support that CRP and fibrinogen, together with their upstream IL-1-IL-6 signaling pathway, were causally associated with HF risk. |
format | Online Article Text |
id | pubmed-8645870 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86458702021-12-07 Genetically Determined Inflammatory Biomarkers and the Risk of Heart Failure: A Mendelian Randomization Study Li, Xintao Peng, Shi Guan, Bo Chen, Songwen Zhou, Genqing Wei, Yong Gong, Chao Xu, Juan Lu, Xiaofeng Zhang, Xiaoyu Liu, Shaowen Front Cardiovasc Med Cardiovascular Medicine Background: Positive associations between inflammatory biomarkers and the risk of heart failure (HF) have been reported in conventional observational studies. However, the causal effects of inflammatory biomarkers on HF have not been fully elucidated. We conducted a Mendelian randomization (MR) study to examine the possible etiological roles of inflammatory biomarkers in HF. Methods: Summary statistical data for the associations between single nucleotide polymorphisms (SNPs) and C-reactive protein (CRP), fibrinogen, and components of the interleukin-1 (IL-1)-interleukin-6 (IL-6) inflammatory signaling pathway, namely, interleukin-1β (IL-1β), IL-1 receptor antagonist (IL-1ra), IL-6, and soluble IL-6 receptor (sIL-6r), were obtained from genome-wide association studies (GWASs) for individuals of European descent. The GWAS dataset of 977,323 participants of European ancestry, which included 47,309 HF cases and 930,014 controls, was collected to identify genetic variants underlying HF. A two-sample Mendelian randomization framework was implemented to examine the causality of the association between these inflammatory biomarkers and HF. Results: Our MR analyses found that genetically determined CRP and fibrinogen were not causally associated with HF risk (odds ratio [OR] = 0.93, 95% confidence interval [CI] = 0.84–1.02, p = 0.15; OR = 0.94, 95% CI = 0.55–1.58, p = 0.80, respectively). These findings remained consistent using different Mendelian randomization methods and in sensitivity analyses. For the IL-1-IL-6 pathway, causal estimates for IL-6 (OR = 0.86, 95% CI 0.81–0.91, p < 0.001), but not for IL-1β, IL-1ra, or sIL-6r, were significant. However, the association between genetically determined IL-6 and HF risk became non-significant after excluding SNPs with potential pleiotropy (OR = 0.89, 95% CI = 0.77–1.03, p = 0.12). Conclusion: Our study did not identify convincing evidence to support that CRP and fibrinogen, together with their upstream IL-1-IL-6 signaling pathway, were causally associated with HF risk. Frontiers Media S.A. 2021-11-22 /pmc/articles/PMC8645870/ /pubmed/34881299 http://dx.doi.org/10.3389/fcvm.2021.734400 Text en Copyright © 2021 Li, Peng, Guan, Chen, Zhou, Wei, Gong, Xu, Lu, Zhang and Liu. 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 | Cardiovascular Medicine Li, Xintao Peng, Shi Guan, Bo Chen, Songwen Zhou, Genqing Wei, Yong Gong, Chao Xu, Juan Lu, Xiaofeng Zhang, Xiaoyu Liu, Shaowen Genetically Determined Inflammatory Biomarkers and the Risk of Heart Failure: A Mendelian Randomization Study |
title | Genetically Determined Inflammatory Biomarkers and the Risk of Heart Failure: A Mendelian Randomization Study |
title_full | Genetically Determined Inflammatory Biomarkers and the Risk of Heart Failure: A Mendelian Randomization Study |
title_fullStr | Genetically Determined Inflammatory Biomarkers and the Risk of Heart Failure: A Mendelian Randomization Study |
title_full_unstemmed | Genetically Determined Inflammatory Biomarkers and the Risk of Heart Failure: A Mendelian Randomization Study |
title_short | Genetically Determined Inflammatory Biomarkers and the Risk of Heart Failure: A Mendelian Randomization Study |
title_sort | genetically determined inflammatory biomarkers and the risk of heart failure: a mendelian randomization study |
topic | Cardiovascular Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8645870/ https://www.ncbi.nlm.nih.gov/pubmed/34881299 http://dx.doi.org/10.3389/fcvm.2021.734400 |
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