Nonlinear machine learning pattern recognition and bacteria-metabolite multilayer network analysis of perturbed gastric microbiome

The stomach is inhabited by diverse microbial communities, co-existing in a dynamic balance. Long-term use of drugs such as proton pump inhibitors (PPIs), or bacterial infection such as Helicobacter pylori, cause significant microbial alterations. Yet, studies revealing how the commensal bacteria re...

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Detalles Bibliográficos
Autores principales: Durán, Claudio, Ciucci, Sara, Palladini, Alessandra, Ijaz, Umer Z., Zippo, Antonio G., Sterbini, Francesco Paroni, Masucci, Luca, Cammarota, Giovanni, Ianiro, Gianluca, Spuul, Pirjo, Schroeder, Michael, Grill, Stephan W., Parsons, Bryony N., Pritchard, D. Mark, Posteraro, Brunella, Sanguinetti, Maurizio, Gasbarrini, Giovanni, Gasbarrini, Antonio, Cannistraci, Carlo Vittorio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7997970/
https://www.ncbi.nlm.nih.gov/pubmed/33771992
http://dx.doi.org/10.1038/s41467-021-22135-x

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