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Gut Bacterial Characteristics of Patients With Type 2 Diabetes Mellitus and the Application Potential
Type 2 diabetes mellitus (T2DM) is a complex disorder comprehensively influenced by genetic and environmental risk, and research increasingly has indicated the role of microbial dysbiosis in T2DM pathogenesis. However, studies comparing the microbiome characteristics between T2DM and healthy control...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8415158/ https://www.ncbi.nlm.nih.gov/pubmed/34484230 http://dx.doi.org/10.3389/fimmu.2021.722206 |
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author | Que, Yanyan Cao, Man He, Jianquan Zhang, Qiang Chen, Qiongyun Yan, Changsheng Lin, Aiqiang Yang, Luxi Wu, Zezhen Zhu, Dan Chen, Fengwu Chen, Zhangran Xiao, Chuanxing Hou, Kaijian Zhang, Bangzhou |
author_facet | Que, Yanyan Cao, Man He, Jianquan Zhang, Qiang Chen, Qiongyun Yan, Changsheng Lin, Aiqiang Yang, Luxi Wu, Zezhen Zhu, Dan Chen, Fengwu Chen, Zhangran Xiao, Chuanxing Hou, Kaijian Zhang, Bangzhou |
author_sort | Que, Yanyan |
collection | PubMed |
description | Type 2 diabetes mellitus (T2DM) is a complex disorder comprehensively influenced by genetic and environmental risk, and research increasingly has indicated the role of microbial dysbiosis in T2DM pathogenesis. However, studies comparing the microbiome characteristics between T2DM and healthy controls have reported inconsistent results. To further identify and describe the characteristics of the intestinal flora of T2DM patients, we performed a systematic review and meta-analysis of stool microbial profiles to discern and describe microbial dysbiosis in T2DM and to explore heterogeneity among 7 studies (600 T2DM cases, 543 controls, 1143 samples in total). Using a random effects model and a fixed effects model, we observed significant differences in beta diversity, but not alpha diversity, between individuals with T2DM and controls. We identified various operational taxonomic unit (OTUs) and bacterial genera with significant odds ratios for T2DM. The T2DM signatures derived from a single study by stepwise feature selection could be applied in other studies. By training on multiple studies, we improved the detection accuracy and disease specificity for T2DM. We also discuss the relationship between T2DM-enriched or T2DM-depleted genera and probiotics and provide new ideas for diabetes prevention and improvement. |
format | Online Article Text |
id | pubmed-8415158 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84151582021-09-04 Gut Bacterial Characteristics of Patients With Type 2 Diabetes Mellitus and the Application Potential Que, Yanyan Cao, Man He, Jianquan Zhang, Qiang Chen, Qiongyun Yan, Changsheng Lin, Aiqiang Yang, Luxi Wu, Zezhen Zhu, Dan Chen, Fengwu Chen, Zhangran Xiao, Chuanxing Hou, Kaijian Zhang, Bangzhou Front Immunol Immunology Type 2 diabetes mellitus (T2DM) is a complex disorder comprehensively influenced by genetic and environmental risk, and research increasingly has indicated the role of microbial dysbiosis in T2DM pathogenesis. However, studies comparing the microbiome characteristics between T2DM and healthy controls have reported inconsistent results. To further identify and describe the characteristics of the intestinal flora of T2DM patients, we performed a systematic review and meta-analysis of stool microbial profiles to discern and describe microbial dysbiosis in T2DM and to explore heterogeneity among 7 studies (600 T2DM cases, 543 controls, 1143 samples in total). Using a random effects model and a fixed effects model, we observed significant differences in beta diversity, but not alpha diversity, between individuals with T2DM and controls. We identified various operational taxonomic unit (OTUs) and bacterial genera with significant odds ratios for T2DM. The T2DM signatures derived from a single study by stepwise feature selection could be applied in other studies. By training on multiple studies, we improved the detection accuracy and disease specificity for T2DM. We also discuss the relationship between T2DM-enriched or T2DM-depleted genera and probiotics and provide new ideas for diabetes prevention and improvement. Frontiers Media S.A. 2021-08-12 /pmc/articles/PMC8415158/ /pubmed/34484230 http://dx.doi.org/10.3389/fimmu.2021.722206 Text en Copyright © 2021 Que, Cao, He, Zhang, Chen, Yan, Lin, Yang, Wu, Zhu, Chen, Chen, Xiao, Hou and Zhang 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 Que, Yanyan Cao, Man He, Jianquan Zhang, Qiang Chen, Qiongyun Yan, Changsheng Lin, Aiqiang Yang, Luxi Wu, Zezhen Zhu, Dan Chen, Fengwu Chen, Zhangran Xiao, Chuanxing Hou, Kaijian Zhang, Bangzhou Gut Bacterial Characteristics of Patients With Type 2 Diabetes Mellitus and the Application Potential |
title | Gut Bacterial Characteristics of Patients With Type 2 Diabetes Mellitus and the Application Potential |
title_full | Gut Bacterial Characteristics of Patients With Type 2 Diabetes Mellitus and the Application Potential |
title_fullStr | Gut Bacterial Characteristics of Patients With Type 2 Diabetes Mellitus and the Application Potential |
title_full_unstemmed | Gut Bacterial Characteristics of Patients With Type 2 Diabetes Mellitus and the Application Potential |
title_short | Gut Bacterial Characteristics of Patients With Type 2 Diabetes Mellitus and the Application Potential |
title_sort | gut bacterial characteristics of patients with type 2 diabetes mellitus and the application potential |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8415158/ https://www.ncbi.nlm.nih.gov/pubmed/34484230 http://dx.doi.org/10.3389/fimmu.2021.722206 |
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