Enterotype Bacteroides Is Associated with a High Risk in Patients with Diabetes: A Pilot Study

Background. More and more studies focus on the relationship between the gastrointestinal microbiome and type 2 diabetes, but few of them have actually explored the relationship between enterotypes and type 2 diabetes. Materials and Methods. We enrolled 134 patients with type 2 diabetes and 37 nondia...

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Main Authors: Jiajia Wang, Wenjuan Li, Chuan Wang, Lingshu Wang, Tianyi He, Huiqing Hu, Jia Song, Chen Cui, Jingting Qiao, Li Qing, Lili Li, Nan Zang, Kewei Wang, Chuanlong Wu, Lin Qi, Aixia Ma, Huizhen Zheng, Xinguo Hou, Fuqiang Liu, Li Chen
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Journal of Diabetes Research
Online Access:http://dx.doi.org/10.1155/2020/6047145
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author Jiajia Wang
Wenjuan Li
Chuan Wang
Lingshu Wang
Tianyi He
Huiqing Hu
Jia Song
Chen Cui
Jingting Qiao
Li Qing
Lili Li
Nan Zang
Kewei Wang
Chuanlong Wu
Lin Qi
Aixia Ma
Huizhen Zheng
Xinguo Hou
Fuqiang Liu
Li Chen
spellingShingle Jiajia Wang
Wenjuan Li
Chuan Wang
Lingshu Wang
Tianyi He
Huiqing Hu
Jia Song
Chen Cui
Jingting Qiao
Li Qing
Lili Li
Nan Zang
Kewei Wang
Chuanlong Wu
Lin Qi
Aixia Ma
Huizhen Zheng
Xinguo Hou
Fuqiang Liu
Li Chen
Enterotype Bacteroides Is Associated with a High Risk in Patients with Diabetes: A Pilot Study
Journal of Diabetes Research
author_facet Jiajia Wang
Wenjuan Li
Chuan Wang
Lingshu Wang
Tianyi He
Huiqing Hu
Jia Song
Chen Cui
Jingting Qiao
Li Qing
Lili Li
Nan Zang
Kewei Wang
Chuanlong Wu
Lin Qi
Aixia Ma
Huizhen Zheng
Xinguo Hou
Fuqiang Liu
Li Chen
author_sort Jiajia Wang
title Enterotype Bacteroides Is Associated with a High Risk in Patients with Diabetes: A Pilot Study
title_short Enterotype Bacteroides Is Associated with a High Risk in Patients with Diabetes: A Pilot Study
title_full Enterotype Bacteroides Is Associated with a High Risk in Patients with Diabetes: A Pilot Study
title_fullStr Enterotype Bacteroides Is Associated with a High Risk in Patients with Diabetes: A Pilot Study
title_full_unstemmed Enterotype Bacteroides Is Associated with a High Risk in Patients with Diabetes: A Pilot Study
title_sort enterotype bacteroides is associated with a high risk in patients with diabetes: a pilot study
publisher Hindawi Limited
series Journal of Diabetes Research
issn 2314-6745
2314-6753
publishDate 2020-01-01
description Background. More and more studies focus on the relationship between the gastrointestinal microbiome and type 2 diabetes, but few of them have actually explored the relationship between enterotypes and type 2 diabetes. Materials and Methods. We enrolled 134 patients with type 2 diabetes and 37 nondiabetic controls. The anthropometric and clinical indices of each subject were measured. Fecal samples of each subject were also collected and were processed for 16S rDNA sequencing. Multiple logistic regression analysis was used to determine the associations of enterotypes with type 2 diabetes. Multiple linear regression analysis was used to explore the relationship between lipopolysaccharide levels and insulin sensitivity after adjusting for age, BMI, TG, HDL-C, DAO, and TNF-α. The correlation analysis between factors and microbiota was identified using Spearman correlation analysis. The correlation analysis between factors was identified using partial correlation analysis. Results. Gut microbiota in type 2 diabetes group exhibited lower bacterial diversity compared with nondiabetic controls. The fecal communities from all subjects clustered into two enterotypes distinguished by the levels of Bacteroides and Prevotella. Logistic regression analysis showed that the Bacteroides enterotype was an independent risk factor for type 2 diabetes by decreasing insulin sensitivity. The levels of lipopolysaccharide and tumor necrosis factor-alpha were higher in the Bacteroides enterotype compared to the Prevotella enterotype. Partial correlation analysis showed that lipopolysaccharide was closely associated with diamine oxidase, tumor necrosis factor-alpha, and Gutt insulin sensitivity index after adjusting for multiple covariates. Furthermore, the level of lipopolysaccharide was found to be an independent risk factor for insulin sensitivity. Conclusions. We identified two enterotypes, Bacteroides and Prevotella, among all subjects. Our results showed that the Bacteroides enterotype was an independent risk factor for type 2 diabetes, which was due to increased levels of lipopolysaccharide causing decreased insulin sensitivity.
url http://dx.doi.org/10.1155/2020/6047145
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spelling doaj-d9c86491d573487fa2414c62f382aa792020-11-25T02:04:58ZengHindawi LimitedJournal of Diabetes Research2314-67452314-67532020-01-01202010.1155/2020/60471456047145Enterotype Bacteroides Is Associated with a High Risk in Patients with Diabetes: A Pilot StudyJiajia Wang0Wenjuan Li1Chuan Wang2Lingshu Wang3Tianyi He4Huiqing Hu5Jia Song6Chen Cui7Jingting Qiao8Li Qing9Lili Li10Nan Zang11Kewei Wang12Chuanlong Wu13Lin Qi14Aixia Ma15Huizhen Zheng16Xinguo Hou17Fuqiang Liu18Li Chen19Department of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaDepartment of Endocrinology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, ChinaBackground. More and more studies focus on the relationship between the gastrointestinal microbiome and type 2 diabetes, but few of them have actually explored the relationship between enterotypes and type 2 diabetes. Materials and Methods. We enrolled 134 patients with type 2 diabetes and 37 nondiabetic controls. The anthropometric and clinical indices of each subject were measured. Fecal samples of each subject were also collected and were processed for 16S rDNA sequencing. Multiple logistic regression analysis was used to determine the associations of enterotypes with type 2 diabetes. Multiple linear regression analysis was used to explore the relationship between lipopolysaccharide levels and insulin sensitivity after adjusting for age, BMI, TG, HDL-C, DAO, and TNF-α. The correlation analysis between factors and microbiota was identified using Spearman correlation analysis. The correlation analysis between factors was identified using partial correlation analysis. Results. Gut microbiota in type 2 diabetes group exhibited lower bacterial diversity compared with nondiabetic controls. The fecal communities from all subjects clustered into two enterotypes distinguished by the levels of Bacteroides and Prevotella. Logistic regression analysis showed that the Bacteroides enterotype was an independent risk factor for type 2 diabetes by decreasing insulin sensitivity. The levels of lipopolysaccharide and tumor necrosis factor-alpha were higher in the Bacteroides enterotype compared to the Prevotella enterotype. Partial correlation analysis showed that lipopolysaccharide was closely associated with diamine oxidase, tumor necrosis factor-alpha, and Gutt insulin sensitivity index after adjusting for multiple covariates. Furthermore, the level of lipopolysaccharide was found to be an independent risk factor for insulin sensitivity. Conclusions. We identified two enterotypes, Bacteroides and Prevotella, among all subjects. Our results showed that the Bacteroides enterotype was an independent risk factor for type 2 diabetes, which was due to increased levels of lipopolysaccharide causing decreased insulin sensitivity.http://dx.doi.org/10.1155/2020/6047145