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Causal Relationship Between Gut Microbiota and Autoimmune Diseases: A Two-Sample Mendelian Randomization Study
BACKGROUND: Growing evidence has shown that alterations in gut microbiota composition are associated with multiple autoimmune diseases (ADs). However, it is unclear whether these associations reflect a causal relationship. OBJECTIVE: To reveal the causal association between gut microbiota and AD, we...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8819003/ https://www.ncbi.nlm.nih.gov/pubmed/35140703 http://dx.doi.org/10.3389/fimmu.2021.746998 |
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author | Xu, Qian Ni, Jing-Jing Han, Bai-Xue Yan, Shan-Shan Wei, Xin-Tong Feng, Gui-Juan Zhang, Hong Zhang, Lei Li, Bin Pei, Yu-Fang |
author_facet | Xu, Qian Ni, Jing-Jing Han, Bai-Xue Yan, Shan-Shan Wei, Xin-Tong Feng, Gui-Juan Zhang, Hong Zhang, Lei Li, Bin Pei, Yu-Fang |
author_sort | Xu, Qian |
collection | PubMed |
description | BACKGROUND: Growing evidence has shown that alterations in gut microbiota composition are associated with multiple autoimmune diseases (ADs). However, it is unclear whether these associations reflect a causal relationship. OBJECTIVE: To reveal the causal association between gut microbiota and AD, we conducted a two-sample Mendelian randomization (MR) analysis. MATERIALS AND METHODS: We assessed genome-wide association study (GWAS) summary statistics for gut microbiota and six common ADs, namely, systemic lupus erythematosus, rheumatoid arthritis, inflammatory bowel disease, multiple sclerosis, type 1 diabetes (T1D), and celiac disease (CeD), from published GWASs. Two-sample MR analyses were first performed to identify causal bacterial taxa for ADs in discovery samples. Significant bacterial taxa were further replicated in independent replication outcome samples. A series of sensitivity analyses was performed to validate the robustness of the results. Finally, a reverse MR analysis was performed to evaluate the possibility of reverse causation. RESULTS: Combining the results from the discovery and replication stages, we identified one causal bacterial genus, Bifidobacterium. A higher relative abundance of the Bifidobacterium genus was associated with a higher risk of T1D [odds ratio (OR): 1.605; 95% CI, 1.339–1.922; P(FDR) = 4.19 × 10(−7)] and CeD (OR: 1.401; 95% CI, 1.139–1.722; P(FDR) = 2.03 × 10(−3)), respectively. Further sensitivity analyses validated the robustness of the above associations. The results of reverse MR analysis showed no evidence of reverse causality from T1D and CeD to the Bifidobacterium genus. CONCLUSION: This study implied a causal relationship between the Bifidobacterium genus and T1D and CeD, thus providing novel insights into the gut microbiota-mediated development mechanism of ADs. |
format | Online Article Text |
id | pubmed-8819003 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-88190032022-02-08 Causal Relationship Between Gut Microbiota and Autoimmune Diseases: A Two-Sample Mendelian Randomization Study Xu, Qian Ni, Jing-Jing Han, Bai-Xue Yan, Shan-Shan Wei, Xin-Tong Feng, Gui-Juan Zhang, Hong Zhang, Lei Li, Bin Pei, Yu-Fang Front Immunol Immunology BACKGROUND: Growing evidence has shown that alterations in gut microbiota composition are associated with multiple autoimmune diseases (ADs). However, it is unclear whether these associations reflect a causal relationship. OBJECTIVE: To reveal the causal association between gut microbiota and AD, we conducted a two-sample Mendelian randomization (MR) analysis. MATERIALS AND METHODS: We assessed genome-wide association study (GWAS) summary statistics for gut microbiota and six common ADs, namely, systemic lupus erythematosus, rheumatoid arthritis, inflammatory bowel disease, multiple sclerosis, type 1 diabetes (T1D), and celiac disease (CeD), from published GWASs. Two-sample MR analyses were first performed to identify causal bacterial taxa for ADs in discovery samples. Significant bacterial taxa were further replicated in independent replication outcome samples. A series of sensitivity analyses was performed to validate the robustness of the results. Finally, a reverse MR analysis was performed to evaluate the possibility of reverse causation. RESULTS: Combining the results from the discovery and replication stages, we identified one causal bacterial genus, Bifidobacterium. A higher relative abundance of the Bifidobacterium genus was associated with a higher risk of T1D [odds ratio (OR): 1.605; 95% CI, 1.339–1.922; P(FDR) = 4.19 × 10(−7)] and CeD (OR: 1.401; 95% CI, 1.139–1.722; P(FDR) = 2.03 × 10(−3)), respectively. Further sensitivity analyses validated the robustness of the above associations. The results of reverse MR analysis showed no evidence of reverse causality from T1D and CeD to the Bifidobacterium genus. CONCLUSION: This study implied a causal relationship between the Bifidobacterium genus and T1D and CeD, thus providing novel insights into the gut microbiota-mediated development mechanism of ADs. Frontiers Media S.A. 2022-01-24 /pmc/articles/PMC8819003/ /pubmed/35140703 http://dx.doi.org/10.3389/fimmu.2021.746998 Text en Copyright © 2022 Xu, Ni, Han, Yan, Wei, Feng, Zhang, Zhang, Li and Pei 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 Xu, Qian Ni, Jing-Jing Han, Bai-Xue Yan, Shan-Shan Wei, Xin-Tong Feng, Gui-Juan Zhang, Hong Zhang, Lei Li, Bin Pei, Yu-Fang Causal Relationship Between Gut Microbiota and Autoimmune Diseases: A Two-Sample Mendelian Randomization Study |
title | Causal Relationship Between Gut Microbiota and Autoimmune Diseases: A Two-Sample Mendelian Randomization Study |
title_full | Causal Relationship Between Gut Microbiota and Autoimmune Diseases: A Two-Sample Mendelian Randomization Study |
title_fullStr | Causal Relationship Between Gut Microbiota and Autoimmune Diseases: A Two-Sample Mendelian Randomization Study |
title_full_unstemmed | Causal Relationship Between Gut Microbiota and Autoimmune Diseases: A Two-Sample Mendelian Randomization Study |
title_short | Causal Relationship Between Gut Microbiota and Autoimmune Diseases: A Two-Sample Mendelian Randomization Study |
title_sort | causal relationship between gut microbiota and autoimmune diseases: a two-sample mendelian randomization study |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8819003/ https://www.ncbi.nlm.nih.gov/pubmed/35140703 http://dx.doi.org/10.3389/fimmu.2021.746998 |
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