喹啉
腙
化学
多重耐药
组合化学
立体化学
抗生素
药理学
生物化学
有机化学
生物
作者
Diana Hodyna,Vasyl Kovalishyn,Yanina Romanenko,Ivan Semenyuta,Volodymyr Blagodatny,Maryna Kachaeva,Oleksandr Brazhko,Larysa Metelytsia
标识
DOI:10.1002/cbdv.202300839
摘要
To develop novel antimicrobial agents a series of 2(4)-hydrazone derivatives of quinoline were designed, synthesized and tested. QSAR models of the antibacterial activity of quinoline derivatives were developed by the OCHEM web platform using different machine learning methods. A virtual set of quinoline derivatives was verified with a previously published classification model of anti-E. coli activity and screened using the regression model of anti-S. aureus activity. Selected and synthesized 2(4)-hydrazone derivatives of quinoline exhibited antibacterial activity against the standard and antibiotic-resistant S. aureus and E. coli strains in the range from 15 to 30 mm by the diameter of growth inhibition zones. Molecular docking showed the complex formation of the studied compounds into the catalytic domain of dihydrofolate reductase with an estimated binding affinity from -8.4 to -9.4 kcal/mol.
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