Rational design of methicillin resistance staphylococcus aureus inhibitors through 3D-QSAR, molecular docking and molecular dynamics simulations

被引:6
作者
Ballu, Srilata [1 ]
Itteboina, Ramesh [1 ]
Sivan, Sree Kanth [1 ]
Manga, Vijjulatha [1 ]
机构
[1] Osmania Univ, Univ Coll Sci, Dept Chem, Mol Modeling & Med Chem Grp, Hyderabad 07, Andhra Prades, India
关键词
3D-QSAR (Three dimensional quantitative structure activity relationship); CoMFA (comparative molecular field analysis); CoMSIA (comparative molecular similarity indices analysis); PLS (Partial least square) MD (Molecular dynamics); XP (Extra precision); ANTIBACTERIAL AGENTS; TOPOISOMERASE-IV; VANCOMYCIN; DNA; PROTEINS; FIELD;
D O I
10.1016/j.compbiolchem.2017.12.007
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Staphylococcus aureus is a gram positive bacterium. It is the leading cause of skin and respiratory infections, osteomyelitis, Ritter's disease, endocarditis, and bacteraemia in the developed world. We employed combined studies of 3D QSAR, molecular docking which are validated by molecular dynamics simulations and in silico ADME prediction have been performed on Isothiazoloquinolones inhibitors against methicillin resistance Staphylococcus aureus. Three-dimensional quantitative structure-activity relationship (3D-QSAR) study was applied using comparative molecular field analysis (CoMFA) with Q(2) of 0.578, R-2 of 0.988, and comparative molecular similarity indices analysis (CoMSIA) with Q(2) of 0.554, R-2 of 0.975. The predictive ability of these model was determined using a test set of molecules that gave acceptable predictive correlation (r(2) Pred) values 0.55 and 0.57 of CoMFA and CoMSIA respectively. Docking, simulations were employed to position the inhibitors into protein active site to find out the most probable binding mode and most reliable conformations. Developed models and Docking methods provide guidance to design molecules with enhanced activity. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:95 / 104
页数:10
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