Prediction of the effects of small molecules on the gut microbiome using machine learning method integrating with optimal molecular features

BACKGROUND: The human gut microbiome (HGM), consisting of trillions of microorganisms, is crucial to human health. Adverse drug use is one of the most important causes of HGM disorder. Thus, it is necessary to identify drugs or compounds with anti-commensal effects on HGM in the early drug discovery...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Binyou, Guo, Jianmin, Liu, Xiaofeng, Yu, Yang, Wu, Jianming, Wang, Yiwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10496404/
https://www.ncbi.nlm.nih.gov/pubmed/37697256
http://dx.doi.org/10.1186/s12859-023-05455-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10496404/
https://www.ncbi.nlm.nih.gov/pubmed/37697256
http://dx.doi.org/10.1186/s12859-023-05455-1

Ejemplares similares