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Causal effects of gut microbiota on diabetic retinopathy: A Mendelian randomization study

BACKGROUND: Previous researches have implicated a vital association between gut microbiota (GM) and diabetic retinopathy (DR) based on the association of the “gut-retina” axis. But their causal relationship has not been elucidated. METHODS: Instrumental variables of 211 GM taxa were obtained from ge...

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Autores principales: Liu, Kangcheng, Zou, Jing, Fan, Huimin, Hu, Hanying, You, Zhipeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9496187/
https://www.ncbi.nlm.nih.gov/pubmed/36159877
http://dx.doi.org/10.3389/fimmu.2022.930318
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author Liu, Kangcheng
Zou, Jing
Fan, Huimin
Hu, Hanying
You, Zhipeng
author_facet Liu, Kangcheng
Zou, Jing
Fan, Huimin
Hu, Hanying
You, Zhipeng
author_sort Liu, Kangcheng
collection PubMed
description BACKGROUND: Previous researches have implicated a vital association between gut microbiota (GM) and diabetic retinopathy (DR) based on the association of the “gut-retina” axis. But their causal relationship has not been elucidated. METHODS: Instrumental variables of 211 GM taxa were obtained from genome wide association study (GWAS), and Mendelian randomization study was carried out to estimate their effects on DR risk from FinnGen GWAS (14,584 DR cases and 202,082 controls). Inverse variance weighted (IVW) is the main method to analyze causality, and MR results are verified by several sensitive analyses. RESULTS: As for 211 GM taxa, IVW results confirmed that family-Christensenellaceae (P = 1.36×10(-2)) and family-Peptococcaceae (P = 3.13×10(-2)) were protective factors for DR. Genus-Ruminococcaceae_UCG_011 (P = 4.83×10(-3)), genus-Eubacterium_rectale_group (P = 3.44×10(-2)) and genus-Adlercreutzia (P = 4.82×10(-2)) were correlated with the risk of DR. At the phylum, class and order levels, we found no GM taxa that were causally related to DR (P>0.05). Heterogeneity (P>0.05) and pleiotropy (P>0.05) analysis confirmed the robustness of MR results. CONCLUSION: We confirmed that there was a potential causal relationship between some GM taxa and DR, which highlights the association of the “gut-retina” axis and offered new insights into the GM-mediated mechanism of DR. Further explorations of their association are required and will lead to find new biomarkers for targeted prevention strategies of DR.
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spelling pubmed-94961872022-09-23 Causal effects of gut microbiota on diabetic retinopathy: A Mendelian randomization study Liu, Kangcheng Zou, Jing Fan, Huimin Hu, Hanying You, Zhipeng Front Immunol Immunology BACKGROUND: Previous researches have implicated a vital association between gut microbiota (GM) and diabetic retinopathy (DR) based on the association of the “gut-retina” axis. But their causal relationship has not been elucidated. METHODS: Instrumental variables of 211 GM taxa were obtained from genome wide association study (GWAS), and Mendelian randomization study was carried out to estimate their effects on DR risk from FinnGen GWAS (14,584 DR cases and 202,082 controls). Inverse variance weighted (IVW) is the main method to analyze causality, and MR results are verified by several sensitive analyses. RESULTS: As for 211 GM taxa, IVW results confirmed that family-Christensenellaceae (P = 1.36×10(-2)) and family-Peptococcaceae (P = 3.13×10(-2)) were protective factors for DR. Genus-Ruminococcaceae_UCG_011 (P = 4.83×10(-3)), genus-Eubacterium_rectale_group (P = 3.44×10(-2)) and genus-Adlercreutzia (P = 4.82×10(-2)) were correlated with the risk of DR. At the phylum, class and order levels, we found no GM taxa that were causally related to DR (P>0.05). Heterogeneity (P>0.05) and pleiotropy (P>0.05) analysis confirmed the robustness of MR results. CONCLUSION: We confirmed that there was a potential causal relationship between some GM taxa and DR, which highlights the association of the “gut-retina” axis and offered new insights into the GM-mediated mechanism of DR. Further explorations of their association are required and will lead to find new biomarkers for targeted prevention strategies of DR. Frontiers Media S.A. 2022-09-08 /pmc/articles/PMC9496187/ /pubmed/36159877 http://dx.doi.org/10.3389/fimmu.2022.930318 Text en Copyright © 2022 Liu, Zou, Fan, Hu and You 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
Liu, Kangcheng
Zou, Jing
Fan, Huimin
Hu, Hanying
You, Zhipeng
Causal effects of gut microbiota on diabetic retinopathy: A Mendelian randomization study
title Causal effects of gut microbiota on diabetic retinopathy: A Mendelian randomization study
title_full Causal effects of gut microbiota on diabetic retinopathy: A Mendelian randomization study
title_fullStr Causal effects of gut microbiota on diabetic retinopathy: A Mendelian randomization study
title_full_unstemmed Causal effects of gut microbiota on diabetic retinopathy: A Mendelian randomization study
title_short Causal effects of gut microbiota on diabetic retinopathy: A Mendelian randomization study
title_sort causal effects of gut microbiota on diabetic retinopathy: a mendelian randomization study
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9496187/
https://www.ncbi.nlm.nih.gov/pubmed/36159877
http://dx.doi.org/10.3389/fimmu.2022.930318
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