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Causal relationship between gut microbiota and type 2 diabetes: a two-sample Mendelian randomization study
BACKGROUND: Studies showed that development of gut microbial dysbiosis has a close association with type 2 diabetes (T2D). It is not yet clear if there is a causal relationship between gut microbiota and T2D. METHODS: The data collected from the published genome-wide association studies (GWASs) on g...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10483233/ https://www.ncbi.nlm.nih.gov/pubmed/37692402 http://dx.doi.org/10.3389/fmicb.2023.1184734 |
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author | Li, Hanjing Li, Candong |
author_facet | Li, Hanjing Li, Candong |
author_sort | Li, Hanjing |
collection | PubMed |
description | BACKGROUND: Studies showed that development of gut microbial dysbiosis has a close association with type 2 diabetes (T2D). It is not yet clear if there is a causal relationship between gut microbiota and T2D. METHODS: The data collected from the published genome-wide association studies (GWASs) on gut microbiota and T2D were analyzed. Two-sample Mendelian randomization (MR) analyses were performed to identify causal relationship between bacterial taxa and T2D. Significant bacterial taxa were further analyzed. To confirm the findings’ robustness, we performed sensitivity, heterogeneity, and pleiotropy analyses. A reverse MR analysis was also performed to check for potential reverse causation. RESULTS: By combining the findings of all the MR steps, we identified six causal bacterial taxa, namely, Lachnoclostridium, Oscillospira, Roseburia, Ruminococcaceae UCG003, Ruminococcaceae UCG010 and Streptococcus. The risk of T2D might be positively associated with a high relative abundance of Lachnoclostridium, Roseburia and Streptococcus but negatively associated with Oscillospira, Ruminococcaceae UCG003 and Ruminococcaceae UCG010. The results of MR analyses revealed that there were causal relationships between the six different genera and T2D. And the reverse MR analysis did not reveal any evidence of a reverse causality. CONCLUSION: This study implied that Lachnoclostridium, Roseburia and Streptococcus might have anti-protective effect on T2D, whereas Oscillospira, Ruminococcaceae UCG003 and Ruminococcaceae UCG010 genera might have protective effect on T2D. Our study revealed that there was a causal relationship between specific gut microbiota genera and T2D. |
format | Online Article Text |
id | pubmed-10483233 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104832332023-09-08 Causal relationship between gut microbiota and type 2 diabetes: a two-sample Mendelian randomization study Li, Hanjing Li, Candong Front Microbiol Microbiology BACKGROUND: Studies showed that development of gut microbial dysbiosis has a close association with type 2 diabetes (T2D). It is not yet clear if there is a causal relationship between gut microbiota and T2D. METHODS: The data collected from the published genome-wide association studies (GWASs) on gut microbiota and T2D were analyzed. Two-sample Mendelian randomization (MR) analyses were performed to identify causal relationship between bacterial taxa and T2D. Significant bacterial taxa were further analyzed. To confirm the findings’ robustness, we performed sensitivity, heterogeneity, and pleiotropy analyses. A reverse MR analysis was also performed to check for potential reverse causation. RESULTS: By combining the findings of all the MR steps, we identified six causal bacterial taxa, namely, Lachnoclostridium, Oscillospira, Roseburia, Ruminococcaceae UCG003, Ruminococcaceae UCG010 and Streptococcus. The risk of T2D might be positively associated with a high relative abundance of Lachnoclostridium, Roseburia and Streptococcus but negatively associated with Oscillospira, Ruminococcaceae UCG003 and Ruminococcaceae UCG010. The results of MR analyses revealed that there were causal relationships between the six different genera and T2D. And the reverse MR analysis did not reveal any evidence of a reverse causality. CONCLUSION: This study implied that Lachnoclostridium, Roseburia and Streptococcus might have anti-protective effect on T2D, whereas Oscillospira, Ruminococcaceae UCG003 and Ruminococcaceae UCG010 genera might have protective effect on T2D. Our study revealed that there was a causal relationship between specific gut microbiota genera and T2D. Frontiers Media S.A. 2023-08-24 /pmc/articles/PMC10483233/ /pubmed/37692402 http://dx.doi.org/10.3389/fmicb.2023.1184734 Text en Copyright © 2023 Li and Li. 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, Hanjing Li, Candong Causal relationship between gut microbiota and type 2 diabetes: a two-sample Mendelian randomization study |
title | Causal relationship between gut microbiota and type 2 diabetes: a two-sample Mendelian randomization study |
title_full | Causal relationship between gut microbiota and type 2 diabetes: a two-sample Mendelian randomization study |
title_fullStr | Causal relationship between gut microbiota and type 2 diabetes: a two-sample Mendelian randomization study |
title_full_unstemmed | Causal relationship between gut microbiota and type 2 diabetes: a two-sample Mendelian randomization study |
title_short | Causal relationship between gut microbiota and type 2 diabetes: a two-sample Mendelian randomization study |
title_sort | causal relationship between gut microbiota and type 2 diabetes: a two-sample mendelian randomization study |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10483233/ https://www.ncbi.nlm.nih.gov/pubmed/37692402 http://dx.doi.org/10.3389/fmicb.2023.1184734 |
work_keys_str_mv | AT lihanjing causalrelationshipbetweengutmicrobiotaandtype2diabetesatwosamplemendelianrandomizationstudy AT licandong causalrelationshipbetweengutmicrobiotaandtype2diabetesatwosamplemendelianrandomizationstudy |