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Causal effects of gut microbiota on erectile dysfunction: a two-sample Mendelian randomization study

BACKGROUND: Several observational studies have reported the correlation between gut microbiota and the risk of erectile dysfunction (ED). However, the causal association between them remained unestablished owing to intrinsic limitations, confounding factors, and reverse causality. Therefore, the two...

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Autores principales: Zhang, Yuyang, Chen, Yuxi, Mei, Yangyang, Xu, Renfang, Zhang, Hong, Feng, Xingliang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10620728/
https://www.ncbi.nlm.nih.gov/pubmed/37928685
http://dx.doi.org/10.3389/fmicb.2023.1257114
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author Zhang, Yuyang
Chen, Yuxi
Mei, Yangyang
Xu, Renfang
Zhang, Hong
Feng, Xingliang
author_facet Zhang, Yuyang
Chen, Yuxi
Mei, Yangyang
Xu, Renfang
Zhang, Hong
Feng, Xingliang
author_sort Zhang, Yuyang
collection PubMed
description BACKGROUND: Several observational studies have reported the correlation between gut microbiota and the risk of erectile dysfunction (ED). However, the causal association between them remained unestablished owing to intrinsic limitations, confounding factors, and reverse causality. Therefore, the two-sample Mendelian randomization (MR) study was performed to determine the causal effect of gut microbiota on the risk of ED. METHODS: The MR analysis utilized the publicly available genome-wide association study (GWAS) summary-level data to explore the causal associations between gut microbiota and ED. The gut microbiota data were extracted from the MiBioGen study (N = 18,340), and the ED data were extracted from the IEU Open GWAS (6,175 ED cases and 217,630 controls). The single nucleotide polymorphisms (SNPs) served as instrumental variables (IVs) by two thresholds of P-values, the first P-value setting as <1e-05 (locus-wide significance level) and the second P-value setting as <5e-08 (genome-wide significance level). The inverse variance weighted approach was used as the primary approach for MR analysis, supplemented with the other methods. In addition, sensitivity analyses were performed to evaluate the robustness of the MR results, including Cochran's Q test for heterogeneity, the MR-Egger intercept test for horizontal pleiotropy, the Mendelian randomization pleiotropy residual sum, and outlier (MR-PRESSO) global test for outliers, and the forest test and leave-one-out test for strong influence SNPs. RESULTS: Our results presented that the increased abundance of Lachnospiraceae at family level (OR: 1.265, 95% CI: 1.054–1.519), Senegalimassilia (OR: 1.320, 95% CI: 1.064–1.638), Lachnospiraceae NC2004 group (OR: 1.197, 95% CI: 1.018–1.407), Tyzzerella3 (OR: 1.138, 95% CI: 1.017–1.273), and Oscillibacter (OR: 1.201, 95% CI: 1.035–1.393) at genus level may be risk factors for ED, while the increased abundance of Ruminococcaceae UCG013 (OR: 0.770, 95% CI: 0.615–0.965) at genus level may have a protective effect on ED. No heterogeneity or pleiotropy was found based on the previously described set of sensitivity analyses. CONCLUSION: Our MR analysis demonstrated that the gut microbiota had inducing and protective effects on the risk of ED. The results provide clinicians with novel insights into the treatment and prevention of ED in the future. Furthermore, our study also displays novel insights into the pathogenesis of microbiota-mediated ED.
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spelling pubmed-106207282023-11-03 Causal effects of gut microbiota on erectile dysfunction: a two-sample Mendelian randomization study Zhang, Yuyang Chen, Yuxi Mei, Yangyang Xu, Renfang Zhang, Hong Feng, Xingliang Front Microbiol Microbiology BACKGROUND: Several observational studies have reported the correlation between gut microbiota and the risk of erectile dysfunction (ED). However, the causal association between them remained unestablished owing to intrinsic limitations, confounding factors, and reverse causality. Therefore, the two-sample Mendelian randomization (MR) study was performed to determine the causal effect of gut microbiota on the risk of ED. METHODS: The MR analysis utilized the publicly available genome-wide association study (GWAS) summary-level data to explore the causal associations between gut microbiota and ED. The gut microbiota data were extracted from the MiBioGen study (N = 18,340), and the ED data were extracted from the IEU Open GWAS (6,175 ED cases and 217,630 controls). The single nucleotide polymorphisms (SNPs) served as instrumental variables (IVs) by two thresholds of P-values, the first P-value setting as <1e-05 (locus-wide significance level) and the second P-value setting as <5e-08 (genome-wide significance level). The inverse variance weighted approach was used as the primary approach for MR analysis, supplemented with the other methods. In addition, sensitivity analyses were performed to evaluate the robustness of the MR results, including Cochran's Q test for heterogeneity, the MR-Egger intercept test for horizontal pleiotropy, the Mendelian randomization pleiotropy residual sum, and outlier (MR-PRESSO) global test for outliers, and the forest test and leave-one-out test for strong influence SNPs. RESULTS: Our results presented that the increased abundance of Lachnospiraceae at family level (OR: 1.265, 95% CI: 1.054–1.519), Senegalimassilia (OR: 1.320, 95% CI: 1.064–1.638), Lachnospiraceae NC2004 group (OR: 1.197, 95% CI: 1.018–1.407), Tyzzerella3 (OR: 1.138, 95% CI: 1.017–1.273), and Oscillibacter (OR: 1.201, 95% CI: 1.035–1.393) at genus level may be risk factors for ED, while the increased abundance of Ruminococcaceae UCG013 (OR: 0.770, 95% CI: 0.615–0.965) at genus level may have a protective effect on ED. No heterogeneity or pleiotropy was found based on the previously described set of sensitivity analyses. CONCLUSION: Our MR analysis demonstrated that the gut microbiota had inducing and protective effects on the risk of ED. The results provide clinicians with novel insights into the treatment and prevention of ED in the future. Furthermore, our study also displays novel insights into the pathogenesis of microbiota-mediated ED. Frontiers Media S.A. 2023-10-19 /pmc/articles/PMC10620728/ /pubmed/37928685 http://dx.doi.org/10.3389/fmicb.2023.1257114 Text en Copyright © 2023 Zhang, Chen, Mei, Xu, Zhang and Feng. 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 Microbiology
Zhang, Yuyang
Chen, Yuxi
Mei, Yangyang
Xu, Renfang
Zhang, Hong
Feng, Xingliang
Causal effects of gut microbiota on erectile dysfunction: a two-sample Mendelian randomization study
title Causal effects of gut microbiota on erectile dysfunction: a two-sample Mendelian randomization study
title_full Causal effects of gut microbiota on erectile dysfunction: a two-sample Mendelian randomization study
title_fullStr Causal effects of gut microbiota on erectile dysfunction: a two-sample Mendelian randomization study
title_full_unstemmed Causal effects of gut microbiota on erectile dysfunction: a two-sample Mendelian randomization study
title_short Causal effects of gut microbiota on erectile dysfunction: a two-sample Mendelian randomization study
title_sort causal effects of gut microbiota on erectile dysfunction: a two-sample mendelian randomization study
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10620728/
https://www.ncbi.nlm.nih.gov/pubmed/37928685
http://dx.doi.org/10.3389/fmicb.2023.1257114
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