Artificial intelligence guided discovery of a barrier-protective therapy in inflammatory bowel disease

Autor: Debashis Sahoo, Lee Swanson, Ibrahim M. Sayed, Gajanan D. Katkar, Stella-Rita Ibeawuchi, Yash Mittal, Rama F. Pranadinata, Courtney Tindle, Mackenzie Fuller, Dominik L. Stec, John T. Chang, William J. Sandborn, Soumita Das, Pradipta Ghosh
Jazyk: angličtina
Rok vydání: 2021
Předmět:
Zdroj: Nature Communications, Vol 12, Iss 1, Pp 1-14 (2021)
Druh dokumentu: article
ISSN: 2041-1723
DOI: 10.1038/s41467-021-24470-5
Popis: Traditional drug discovery process use differential, Bayesian and other network based approaches. We developed a Boolean approach for building disease maps and prioritizing pre-clinical models to discover a first-in-class therapy to restore and protect the leaky gut barrier in inflammatory bowel disease.
Databáze: Directory of Open Access Journals