AntiBac-Pred: A Web Application for Predicting Antibacterial Activity of Chemical Compounds.

Abstract:

:Discovery of new antibacterial agents is a never-ending task of medicinal chemistry. Every new drug brings significant improvement to patients with bacterial infections, but prolonged usage of antibacterials leads to the emergence of resistant strains. Therefore, novel active structures with new modes of action are required. We describe a web application called AntiBac-Pred aimed to help users in the rational selection of the chemical compounds for experimental studies of antibacterial activity. This application is developed using antibacterial activity data available in ChEMBL and PASS software. It allows users to classify chemical structures of interest into growth inhibitors or noninhibitors of 353 different bacteria strains, including both resistant and nonresistant ones.

journal_name

J Chem Inf Model

authors

Pogodin PV,Lagunin AA,Rudik AV,Druzhilovskiy DS,Filimonov DA,Poroikov VV

doi

10.1021/acs.jcim.9b00436

subject

Has Abstract

pub_date

2019-11-25 00:00:00

pages

4513-4518

issue

11

eissn

1549-9596

issn

1549-960X

journal_volume

59

pub_type

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