Anti-Biofilm: Machine Learning Assisted Prediction of IC50 Activity of Chemicals Against Biofilms of Microbes Causing Antimicrobial Resistance and Implications in Drug Repurposing-Reference-Cited by-同舟云学术

Anti-Biofilm: Machine Learning Assisted Prediction of IC50 Activity of Chemicals Against Biofilms of Microbes Causing Antimicrobial Resistance and Implications in Drug Repurposing

Published:2023-07 Issue:14 Volume:435 Page:168115
ISSN:0022-2836
Container-title:Journal of Molecular Biology
language:en
Short-container-title:Journal of Molecular Biology

Author:

Rajput Akanksha,Bhamare Kailash T.,Thakur Anamika,Kumar Manoj

Funder

Department of Biotechnology, Ministry of Science and Technology, India

Council of Scientific and Industrial Research, India

CSIR - Institute of Microbial Technology

Publisher

Elsevier BV

Subject

Molecular Biology,Structural Biology

Reference39 articles.

1. Dynamics of bacterial population growth in biofilms resemble spatial and structural aspects of urbanization;Paula;Nat. Commun.,2020

2. Communication is the key: biofilms, quorum sensing, formation and prevention;Preda;Discov. Craiova, Rom.,2019

3. Beyond Risk: Bacterial Biofilms and Their Regulating Approaches;Muhammad;Front. Microbiol.,2020

4. Mechanisms of antibiotic resistance in bacterial biofilms;Stewart;Int. J. Med. Microbiol.,2002

5. Antibiotics versus biofilm: an emerging battleground in microbial communities;Sharma;Antimicrob. Resist. Infect. Control.,2019

Cited by 7 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Artificial Intelligence-Driven Analysis of Antimicrobial-Resistant and Biofilm-Forming Pathogens on Biotic and Abiotic Surfaces;Antibiotics;2024-08-22

2. Machine Learning Applications for Drug Repurposing;Artificial Intelligence and Machine Learning in Drug Design and Development;2024-06-19

3. In Vitro/Vivo Mechanisms of Antibacterial Peptide NZ2114 against Staphylococcus pseudintermedius and Its Biofilms;Antibiotics;2024-04-08

4. Computational Approaches for the Inhibition of ESKAPE Pathogens;ESKAPE Pathogens;2024

5. Developing a SARS-CoV-2 main protease binding prediction random forest model for drug repurposing for COVID-19 treatment;Experimental Biology and Medicine;2023-11-24