Integrating Choline and Specific Intestinal Microbiota to Classify Type 2 Diabetes in Adults: A Machine Learning Based Metagenomics Study
Emerging evidence is examining the precise role of intestinal microbiota in the pathogenesis of type 2 diabetes. The aim of this study was to investigate the association of intestinal microbiota and microbiota-generated metabolites with glucose metabolism systematically in a large cross-sectional st...
Main Authors: | Qiang Zeng, Mingming Zhao, Fei Wang, Yanping Li, Huimin Li, Jianqiong Zheng, Xianyang Chen, Xiaolan Zhao, Liang Ji, Xiangyang Gao, Changjie Liu, Yu Wang, Si Cheng, Jie Xu, Bing Pan, Jing Sun, Yongli Li, Dongfang Li, Yuan He, Lemin Zheng |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2022-06-01
|
Series: | Frontiers in Endocrinology |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fendo.2022.906310/full |
Similar Items
-
Unlike Glycerophosphocholine or Choline Chloride, Dietary Phosphatidylcholine Does Not Increase Plasma Trimethylamine-<i>N</i>-Oxide Levels in Sprague-Dawley Rats
by: Bungo Shirouchi, et al.
Published: (2022-01-01) -
Changes in Choline Metabolites and Ceramides in Response to a DASH-Style Diet in Older Adults
by: Brianna N. Tate, et al.
Published: (2023-08-01) -
Comparison between Egg Intake versus Choline Supplementation on Gut Microbiota and Plasma Carotenoids in Subjects with Metabolic Syndrome
by: Minu S. Thomas, et al.
Published: (2022-03-01) -
Protective Effects of Black Raspberry (<i>Rubus occidentalis</i>) Extract against Hypercholesterolemia and Hepatic Inflammation in Rats Fed High-Fat and High-Choline Diets
by: Taehwan Lim, et al.
Published: (2020-08-01) -
Residual Risk of Trimethylamine‐N‐Oxide and Choline for Stroke Recurrence in Patients With Intensive Secondary Therapy
by: Jing Xue, et al.
Published: (2022-10-01)