Cargando…

Predicting the Role of the Human Gut Microbiome in Constipation Using Machine-Learning Methods: A Meta-Analysis

(1) Background: Constipation is a common condition that affects the health and the quality of life of patients. Recent studies have suggested that the gut microbiome is associated with constipation, but these studies were mainly focused on a single research cohort. Thus, we aimed to construct a clas...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chen, Yutao, Wu, Tong, Lu, Wenwei, Yuan, Weiwei, Pan, Mingluo, Lee, Yuan-Kun, Zhao, Jianxin, Zhang, Hao, Chen, Wei, Zhu, Jinlin, Wang, Hongchao
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8539211/ https://www.ncbi.nlm.nih.gov/pubmed/34683469 http://dx.doi.org/10.3390/microorganisms9102149

Ejemplares similares

Human gut microbiome aging clocks based on taxonomic and functional signatures through multi-view learning
por: Chen, Yutao, et al.
Publicado: (2022)

Efficacy of Probiotic Compounds in Relieving Constipation and Their Colonization in Gut Microbiota
por: He, Yuan, et al.
Publicado: (2022)

Machine learning framework for gut microbiome biomarkers discovery and modulation analysis in large-scale obese population
por: Liu, Yaoliang, et al.
Publicado: (2022)

Uncovering Predictive Factors and Interventions for Restoring Microecological Diversity after Antibiotic Disturbance
por: Chen, Jing, et al.
Publicado: (2023)

Bifidobacterium Treated by Electrostatic Spray Drying Relieved Constipation by Changing the Relative Abundance of Bacteria Associated With Gastrointestinal Regulatory Peptides
por: Jiang, Tian, et al.
Publicado: (2022)

Limosilactobacillus reuteri Attenuates Atopic Dermatitis via Changes in Gut Bacteria and Indole Derivatives from Tryptophan Metabolism
por: Fang, Zhifeng, et al.
Publicado: (2022)

Bifidobacterium longum mediated tryptophan metabolism to improve atopic dermatitis via the gut-skin axis
por: Fang, Zhifeng, et al.
Publicado: (2022)

Adhesive Bifidobacterium Induced Changes in Cecal Microbiome Alleviated Constipation in Mice
por: Wang, Linlin, et al.
Publicado: (2019)

Crosstalk between the Gut Microbiome and Colonic Motility in Chronic Constipation: Potential Mechanisms and Microbiota Modulation
por: Pan, Ruili, et al.
Publicado: (2022)

Characterization of Mixed-Species Biofilms Formed by Four Gut Microbiota
por: Xu, Tao, et al.
Publicado: (2022)

Assessment of Bifidobacterium Species Using groEL Gene on the Basis of Illumina MiSeq High-Throughput Sequencing
por: Hu, Lujun, et al.
Publicado: (2017)

Characteristics of the Gut Microbiome and Serum Metabolome in Patients with Functional Constipation
por: Wang, Jialiang, et al.
Publicado: (2023)

Statistical modeling of gut microbiota for personalized health status monitoring
por: Zhu, Jinlin, et al.
Publicado: (2023)

groEL Gene-Based Phylogenetic Analysis of Lactobacillus Species by High-Throughput Sequencing
por: Xie, Miaoqi, et al.
Publicado: (2019)

Uncovering the specificity and predictability of tryptophan metabolism in lactic acid bacteria with genomics and metabolomics
por: Pan, Tong, et al.
Publicado: (2023)

Modulating the Human Gut Microbiota through Hypocaloric Balanced Diets: An Effective Approach for Managing Obesity
por: Wang, Hongchao, et al.
Publicado: (2023)

Evaluation of Tetracycline Resistance and Determination of the Tentative Microbiological Cutoff Values in Lactic Acid Bacterial Species
por: Ma, Qingqing, et al.
Publicado: (2021)

Machine learning for data integration in human gut microbiome
por: Li, Peishun, et al.
Publicado: (2022)

Functional Constipation and the Gut Microbiome in Children: Preclinical and Clinical Evidence
por: Avelar Rodriguez, David, et al.
Publicado: (2021)

Acupoint Massage Therapy Alters the Composition of Gut Microbiome in Functional Constipation Patients
por: Chen, Hui, et al.
Publicado: (2021)

Weight Loss Promotion in Individuals with Obesity through Gut Microbiota Alterations with a Multiphase Modified Ketogenic Diet
por: Wang, Hongchao, et al.
Publicado: (2023)

Exploring the Association of Autism Spectrum Disorders and Constipation through Analysis of the Gut Microbiome
por: Fu, Shih-Chen, et al.
Publicado: (2021)

Lactobacillus mucosae exerted different antiviral effects on respiratory syncytial virus infection in mice
por: Wang, Qianwen, et al.
Publicado: (2022)

High Oscillospira abundance indicates constipation and low BMI in the Guangdong Gut Microbiome Project
por: Chen, Yi-ran, et al.
Publicado: (2020)

Underlying beneficial effects of Rhubarb on constipation-induced inflammation, disorder of gut microbiome and metabolism
por: Gao, Han, et al.
Publicado: (2022)

Roles of Chinese Medicine and Gut Microbiota in Chronic Constipation
por: Xu, Zhenyuan, et al.
Publicado: (2019)

It takes guts to learn: machine learning techniques for disease detection from the gut microbiome
por: Curry, Kristen D., et al.
Publicado: (2021)

Gut microbiota is involved in the alleviation of loperamide‐induced constipation by honey supplementation in mice
por: Li, Yuyuan, et al.
Publicado: (2020)

Protective effect of L-pipecolic acid on constipation in C57BL/6 mice based on gut microbiome and serum metabolomic
por: Li, Huan, et al.
Publicado: (2023)

Changes in the Gut Microbiome after Galacto-Oligosaccharide Administration in Loperamide-Induced Constipation
por: Kim, Min Guk, et al.
Publicado: (2020)

Comparative Genomic Analysis of Bifidobacterium bifidum Strains Isolated from Different Niches
por: Lu, Wenwei, et al.
Publicado: (2021)

Specific Strains of Faecalibacterium prausnitzii Ameliorate Nonalcoholic Fatty Liver Disease in Mice in Association with Gut Microbiota Regulation
por: Hu, Wenbing, et al.
Publicado: (2022)

Clostridium butyricum Reduces Obesity in a Butyrate-Independent Way
por: Liao, Jingyi, et al.
Publicado: (2023)

Chinese gut microbiota and its associations with staple food type, ethnicity, and urbanization
por: Lu, Jing, et al.
Publicado: (2021)

A new Illumina MiSeq high‐throughput sequencing‐based method for evaluating the composition of the Bacteroides community in the intestine using the rpsD gene sequence
por: Wang, Chen, et al.
Publicado: (2020)

Roles of Gut Microbiota and Metabolites in Pathogenesis of Functional Constipation
por: Wang, Jun-Ke, et al.
Publicado: (2021)

Lactobacillus reuteri attenuated allergic inflammation induced by HDM in the mouse and modulated gut microbes
por: Li, Lingzhi, et al.
Publicado: (2020)

Investigation of trends in gut microbiome associated with colorectal cancer using machine learning
por: Yu, Chaoran, et al.
Publicado: (2023)

The Constipation-Relieving Property of d-Tagatose by Modulating the Composition of Gut Microbiota
por: Liang, Yu-Xuan, et al.
Publicado: (2019)

Role of gut microbiota in functional constipation
por: Zhang, Shengsheng, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_5g1d10m6c0ums4o0a3d2kh5ur3