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Causal associations between gut microbiome and cardiovascular disease: A Mendelian randomization study

BACKGROUND: Observational studies have shown gut microbiomes were associated with cardiovascular diseases (CVDs), but their roles remain controversial, and these associations have not yet been established causally. METHODS: Two-sample Mendelian randomization (MR) was used to investigate whether gut...

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Autores principales: Zhang, Yuxuan, Zhang, Xinyi, Chen, Delong, Lu, Jia, Gong, Qinyan, Fang, Jiacheng, Jiang, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9470126/
https://www.ncbi.nlm.nih.gov/pubmed/36110421
http://dx.doi.org/10.3389/fcvm.2022.971376
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author Zhang, Yuxuan
Zhang, Xinyi
Chen, Delong
Lu, Jia
Gong, Qinyan
Fang, Jiacheng
Jiang, Jun
author_facet Zhang, Yuxuan
Zhang, Xinyi
Chen, Delong
Lu, Jia
Gong, Qinyan
Fang, Jiacheng
Jiang, Jun
author_sort Zhang, Yuxuan
collection PubMed
description BACKGROUND: Observational studies have shown gut microbiomes were associated with cardiovascular diseases (CVDs), but their roles remain controversial, and these associations have not yet been established causally. METHODS: Two-sample Mendelian randomization (MR) was used to investigate whether gut microbiome had a causal effect on the risk of CVDs. To obtain comprehensive results, we performed two sets of MR analyses, one with single nucleotide polymorphisms (SNPs) that smaller than the genome-wide statistical significance threshold (5 × 10(−8)) as instrumental variables, and the other with SNPs that lower than the locus-wide significance level (1 × 10(−5)). Summary-level statistics for CVDs, including coronary artery disease (CAD), myocardial infarction, heart failure, atrial fibrillation, stroke and its subtypes were collected. The ME estimation was performed using the inverse-variance weighted and Wald ratio methods. Sensitivity analysis was performed using the weighted median, MR-Egger, leave-one-out analysis, MR pleiotropy residual sum and outlier and MR Steiger. RESULTS: Based on the locus-wide significance level, genetically predicted genus Oxalobacter was positively associated with the risk of CAD (odds ratio (OR) = 1.06, 95% confidence interval (CI), 1.03 – 1.10, P = 1.67 × 10(−4)), family Clostridiaceae_1 was negatively correlated with stroke risk (OR = 0.83,95% CI, 0.75–0.93, P = 7.76 × 10(−4)) and ischemic stroke risk (OR = 0.823,95% CI, 0.74–0.92, P = 4.15 × 10(−4)). There was no causal relationship between other genetically predicted gut microbiome components and CVDs risk. Based on the genome-wide statistical significance threshold, the results showed that the gut microbiome had no causal relationship with CVDs risk. CONCLUSION: Our findings reveal that there are beneficial or adverse causal effects of gut microbiome components on CVDs risk and provide novel insights into strategies for the prevention and management of CVDs through the gut microbiome.
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spelling pubmed-94701262022-09-14 Causal associations between gut microbiome and cardiovascular disease: A Mendelian randomization study Zhang, Yuxuan Zhang, Xinyi Chen, Delong Lu, Jia Gong, Qinyan Fang, Jiacheng Jiang, Jun Front Cardiovasc Med Cardiovascular Medicine BACKGROUND: Observational studies have shown gut microbiomes were associated with cardiovascular diseases (CVDs), but their roles remain controversial, and these associations have not yet been established causally. METHODS: Two-sample Mendelian randomization (MR) was used to investigate whether gut microbiome had a causal effect on the risk of CVDs. To obtain comprehensive results, we performed two sets of MR analyses, one with single nucleotide polymorphisms (SNPs) that smaller than the genome-wide statistical significance threshold (5 × 10(−8)) as instrumental variables, and the other with SNPs that lower than the locus-wide significance level (1 × 10(−5)). Summary-level statistics for CVDs, including coronary artery disease (CAD), myocardial infarction, heart failure, atrial fibrillation, stroke and its subtypes were collected. The ME estimation was performed using the inverse-variance weighted and Wald ratio methods. Sensitivity analysis was performed using the weighted median, MR-Egger, leave-one-out analysis, MR pleiotropy residual sum and outlier and MR Steiger. RESULTS: Based on the locus-wide significance level, genetically predicted genus Oxalobacter was positively associated with the risk of CAD (odds ratio (OR) = 1.06, 95% confidence interval (CI), 1.03 – 1.10, P = 1.67 × 10(−4)), family Clostridiaceae_1 was negatively correlated with stroke risk (OR = 0.83,95% CI, 0.75–0.93, P = 7.76 × 10(−4)) and ischemic stroke risk (OR = 0.823,95% CI, 0.74–0.92, P = 4.15 × 10(−4)). There was no causal relationship between other genetically predicted gut microbiome components and CVDs risk. Based on the genome-wide statistical significance threshold, the results showed that the gut microbiome had no causal relationship with CVDs risk. CONCLUSION: Our findings reveal that there are beneficial or adverse causal effects of gut microbiome components on CVDs risk and provide novel insights into strategies for the prevention and management of CVDs through the gut microbiome. Frontiers Media S.A. 2022-08-30 /pmc/articles/PMC9470126/ /pubmed/36110421 http://dx.doi.org/10.3389/fcvm.2022.971376 Text en Copyright © 2022 Zhang, Zhang, Chen, Lu, Gong, Fang and Jiang. 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
Zhang, Yuxuan
Zhang, Xinyi
Chen, Delong
Lu, Jia
Gong, Qinyan
Fang, Jiacheng
Jiang, Jun
Causal associations between gut microbiome and cardiovascular disease: A Mendelian randomization study
title Causal associations between gut microbiome and cardiovascular disease: A Mendelian randomization study
title_full Causal associations between gut microbiome and cardiovascular disease: A Mendelian randomization study
title_fullStr Causal associations between gut microbiome and cardiovascular disease: A Mendelian randomization study
title_full_unstemmed Causal associations between gut microbiome and cardiovascular disease: A Mendelian randomization study
title_short Causal associations between gut microbiome and cardiovascular disease: A Mendelian randomization study
title_sort causal associations between gut microbiome and cardiovascular disease: a mendelian randomization study
topic Cardiovascular Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9470126/
https://www.ncbi.nlm.nih.gov/pubmed/36110421
http://dx.doi.org/10.3389/fcvm.2022.971376
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