A retrosynthetic analysis algorithm implementation

Autor: Ian A. Watson, Jibo Wang, Christos A. Nicolaou
Jazyk: angličtina
Rok vydání: 2019
Předmět:
Zdroj: Journal of Cheminformatics, Vol 11, Iss 1, Pp 1-12 (2019)
Druh dokumentu: article
ISSN: 1758-2946
DOI: 10.1186/s13321-018-0323-6
Popis: Abstract The need for synthetic route design arises frequently in discovery-oriented chemistry organizations. While traditionally finding solutions to this problem has been the domain of human experts, several computational approaches, aided by the algorithmic advances and the availability of large reaction collections, have recently been reported. Herein we present our own implementation of a retrosynthetic analysis method and demonstrate its capabilities in an attempt to identify synthetic routes for a collection of approved drugs. Our results indicate that the method, leveraging on reaction transformation rules learned from a large patent reaction dataset, can identify multiple theoretically feasible synthetic routes and, thus, support research chemist everyday efforts.
Databáze: Directory of Open Access Journals
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