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Assessment of causal associations among gut microbiota, metabolites, and celiac disease: a bidirectional Mendelian randomization study
BACKGROUND: A growing number of studies have implicated that gut microbial abundance and metabolite concentration alterations are associated with celiac disease (CD). However, the causal relationship underlying these associations is unclear. Here, we used Mendelian randomization (MR) to reveal the c...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213403/ https://www.ncbi.nlm.nih.gov/pubmed/37250054 http://dx.doi.org/10.3389/fmicb.2023.1087622 |
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author | Li, Ting Feng, Yan Wang, Chun Shi, Tian Abudurexiti, Adilai Zhang, Mengxia Gao, Feng |
author_facet | Li, Ting Feng, Yan Wang, Chun Shi, Tian Abudurexiti, Adilai Zhang, Mengxia Gao, Feng |
author_sort | Li, Ting |
collection | PubMed |
description | BACKGROUND: A growing number of studies have implicated that gut microbial abundance and metabolite concentration alterations are associated with celiac disease (CD). However, the causal relationship underlying these associations is unclear. Here, we used Mendelian randomization (MR) to reveal the causal effect of gut microbiota and metabolites on CD. METHODS: Genome-wide association study (GWAS) summary-level data for gut microbiota, metabolites, and CD were extracted from published GWASs. Causal bacterial taxa and metabolites for CD were determined by two-sample MR analyses. The robustness of the results was assessed with sensitivity analyses. Finally, reverse causality was investigated with a reverse MR analysis. RESULTS: Genetically, increased genus Bifidobacterium was potentially associated with higher CD risk (odds ratio [OR] = 1.447, 95% confidence interval [CI]: 1.054–1.988, p = 0.022) while phylum Lentisphaerae (OR = 0.798, 95% CI: 0.648–0.983, p = 0.034) and genus Coprobacter (OR = 0.683, 95% CI: 0.531–0.880, p = 0.003) were related to lower CD risk. Moreover, there were suggestive associations between CD and the following seven metabolites: 1-oleoylglycerophosphoethanolamine, 1-palmitoylglycerophosphoethanolamine, 1,6-anhydroglucose, phenylacetylglutamine, tryptophan betaine, 10-undecenoate, and tyrosine. Sensitivity analyses deemed the results reliable without pleiotropy. CONCLUSION: We investigated the causal relationships between gut microbiota, metabolites, and CD with two-sample MR. Our findings suggest several novel potential therapeutic targets for CD treatment. Further understanding of the underlying mechanism may provide insights into CD pathogenesis. |
format | Online Article Text |
id | pubmed-10213403 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102134032023-05-27 Assessment of causal associations among gut microbiota, metabolites, and celiac disease: a bidirectional Mendelian randomization study Li, Ting Feng, Yan Wang, Chun Shi, Tian Abudurexiti, Adilai Zhang, Mengxia Gao, Feng Front Microbiol Microbiology BACKGROUND: A growing number of studies have implicated that gut microbial abundance and metabolite concentration alterations are associated with celiac disease (CD). However, the causal relationship underlying these associations is unclear. Here, we used Mendelian randomization (MR) to reveal the causal effect of gut microbiota and metabolites on CD. METHODS: Genome-wide association study (GWAS) summary-level data for gut microbiota, metabolites, and CD were extracted from published GWASs. Causal bacterial taxa and metabolites for CD were determined by two-sample MR analyses. The robustness of the results was assessed with sensitivity analyses. Finally, reverse causality was investigated with a reverse MR analysis. RESULTS: Genetically, increased genus Bifidobacterium was potentially associated with higher CD risk (odds ratio [OR] = 1.447, 95% confidence interval [CI]: 1.054–1.988, p = 0.022) while phylum Lentisphaerae (OR = 0.798, 95% CI: 0.648–0.983, p = 0.034) and genus Coprobacter (OR = 0.683, 95% CI: 0.531–0.880, p = 0.003) were related to lower CD risk. Moreover, there were suggestive associations between CD and the following seven metabolites: 1-oleoylglycerophosphoethanolamine, 1-palmitoylglycerophosphoethanolamine, 1,6-anhydroglucose, phenylacetylglutamine, tryptophan betaine, 10-undecenoate, and tyrosine. Sensitivity analyses deemed the results reliable without pleiotropy. CONCLUSION: We investigated the causal relationships between gut microbiota, metabolites, and CD with two-sample MR. Our findings suggest several novel potential therapeutic targets for CD treatment. Further understanding of the underlying mechanism may provide insights into CD pathogenesis. Frontiers Media S.A. 2023-05-12 /pmc/articles/PMC10213403/ /pubmed/37250054 http://dx.doi.org/10.3389/fmicb.2023.1087622 Text en Copyright © 2023 Li, Feng, Wang, Shi, Abudurexiti, Zhang and Gao. 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 Li, Ting Feng, Yan Wang, Chun Shi, Tian Abudurexiti, Adilai Zhang, Mengxia Gao, Feng Assessment of causal associations among gut microbiota, metabolites, and celiac disease: a bidirectional Mendelian randomization study |
title | Assessment of causal associations among gut microbiota, metabolites, and celiac disease: a bidirectional Mendelian randomization study |
title_full | Assessment of causal associations among gut microbiota, metabolites, and celiac disease: a bidirectional Mendelian randomization study |
title_fullStr | Assessment of causal associations among gut microbiota, metabolites, and celiac disease: a bidirectional Mendelian randomization study |
title_full_unstemmed | Assessment of causal associations among gut microbiota, metabolites, and celiac disease: a bidirectional Mendelian randomization study |
title_short | Assessment of causal associations among gut microbiota, metabolites, and celiac disease: a bidirectional Mendelian randomization study |
title_sort | assessment of causal associations among gut microbiota, metabolites, and celiac disease: a bidirectional mendelian randomization study |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10213403/ https://www.ncbi.nlm.nih.gov/pubmed/37250054 http://dx.doi.org/10.3389/fmicb.2023.1087622 |
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