Cargando…
Machine learning framework for gut microbiome biomarkers discovery and modulation analysis in large-scale obese population
BACKGROUND: The gut microbiome has proven to be an important factor affecting obesity; however, it remains a challenge to identify consistent biomarkers across geographic locations and perform precisely targeted modulation for obese individuals. RESULTS: This study proposed a systematic machine lear...
Autores principales: | Liu, Yaoliang, Zhu, Jinlin, Wang, Hongchao, Lu, Wenwei, LEE, Yuan Kun, Zhao, Jianxin, Zhang, Hao |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9789565/ https://www.ncbi.nlm.nih.gov/pubmed/36564713 http://dx.doi.org/10.1186/s12864-022-09087-2 |
Ejemplares similares
-
Predicting the Role of the Human Gut Microbiome in Constipation Using Machine-Learning Methods: A Meta-Analysis
por: Chen, Yutao, et al.
Publicado: (2021) -
Clostridium butyricum Reduces Obesity in a Butyrate-Independent Way
por: Liao, Jingyi, et al.
Publicado: (2023) -
Human gut microbiome aging clocks based on taxonomic and functional signatures through multi-view learning
por: Chen, Yutao, et al.
Publicado: (2022) -
Clostridium butyricum Strain CCFM1299 Reduces Obesity via Increasing Energy Expenditure and Modulating Host Bile Acid Metabolism
por: Liao, Jingyi, 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)