Literature DB >> 31661960

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

Pavel V Pogodin1, Alexey A Lagunin1,2, Anastasia V Rudik1, Dmitry S Druzhilovskiy1, Dmitry A Filimonov1, Vladimir V Poroikov1.   

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.

Entities:  

Year:  2019        PMID: 31661960     DOI: 10.1021/acs.jcim.9b00436

Source DB:  PubMed          Journal:  J Chem Inf Model        ISSN: 1549-9596            Impact factor:   4.956


  5 in total

1.  Synthesis, Biological Evaluation and Molecular Docking Studies of 5-Indolylmethylen-4-oxo-2-thioxothiazolidine Derivatives.

Authors:  Volodymyr Horishny; Athina Geronikaki; Victor Kartsev; Vasyl Matiychuk; Anthi Petrou; Pavel Pogodin; Vladimir Poroikov; Theodora A Papadopoulou; Ioannis S Vizirianakis; Marina Kostic; Marija Ivanov; Marina Sokovic
Journal:  Molecules       Date:  2022-02-05       Impact factor: 4.411

2.  Antimicrobial Activity of Nitrogen-Containing 5-Alpha-androstane Derivatives: In Silico and Experimental Studies.

Authors:  Lela Amiranashvili; Nanuli Nadaraia; Maia Merlani; Charalampos Kamoutsis; Anthi Petrou; Athina Geronikaki; Pavel Pogodin; Dmitry Druzhilovskiy; Vladimir Poroikov; Ana Ciric; Jasmina Glamočlija; Marina Sokovic
Journal:  Antibiotics (Basel)       Date:  2020-04-30

3.  (Q)SAR Models of HIV-1 Protein Inhibition by Drug-Like Compounds.

Authors:  Leonid A Stolbov; Dmitry S Druzhilovskiy; Dmitry A Filimonov; Marc C Nicklaus; Vladimir V Poroikov
Journal:  Molecules       Date:  2019-12-25       Impact factor: 4.411

4.  Novel Tetrazole-Based Antimicrobial Agents Targeting Clinical Bacteria Strains: Exploring the Inhibition of Staphylococcus aureus DNA Topoisomerase IV and Gyrase.

Authors:  Piotr Roszkowski; Jolanta Szymańska-Majchrzak; Michał Koliński; Sebastian Kmiecik; Małgorzata Wrzosek; Marta Struga; Daniel Szulczyk
Journal:  Int J Mol Sci       Date:  2021-12-29       Impact factor: 5.923

5.  Screening of antibacterial compounds with novel structure from the FDA approved drugs using machine learning methods.

Authors:  Wen-Xing Li; Xin Tong; Peng-Peng Yang; Yang Zheng; Ji-Hao Liang; Gong-Hua Li; Dahai Liu; Dao-Gang Guan; Shao-Xing Dai
Journal:  Aging (Albany NY)       Date:  2022-02-12       Impact factor: 5.682

  5 in total

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