Molecular dynamics to enhance structure-based virtual screening on cathepsin B

被引:22
|
作者
Ogrizek, Mitja [1 ]
Turk, Samo [2 ]
Lesnik, Samo [1 ]
Sosic, Izidor [2 ]
Hodoscek, Milan [1 ]
Mirkovic, Bojana [2 ]
Kos, Janko [2 ]
Janezic, Dusanka [3 ]
Gobec, Stanislav [2 ]
Konc, Janez [1 ,3 ]
机构
[1] Natl Inst Chem, Ljubljana 1000, Slovenia
[2] Univ Ljubljana, Fac Pharm, Ljubljana 1000, Slovenia
[3] Univ Primorska, Fac Math Nat Sci & Informat Technol, Koper 6000, Slovenia
关键词
Cathepsin B; Molecular dynamics; Molecular docking; Protein flexibility; GENERAL FORCE-FIELD; CHARMM; BENCHMARKING; NITROXOLINE; AUTOMATION; PARAMETERS;
D O I
10.1007/s10822-015-9847-2
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Molecular dynamics (MD) and molecular docking are commonly used to study molecular interactions in drug discovery. Most docking approaches consider proteins as rigid, which can decrease the accuracy of predicted docked poses. Therefore MD simulations can be used prior to docking to add flexibility to proteins. We evaluated the contribution of using MD together with docking in a docking study on human cathepsin B, a well-studied protein involved in numerous pathological processes. Using CHARMM biomolecular simulation program and AutoDock Vina molecular docking program, we found, that short MD simulations significantly improved molecular docking. Our results, expressed with the area under the receiver operating characteristic curves, show an increase in discriminatory power i.e. the ability to discriminate active from inactive compounds of molecular docking, when docking is performed to selected snapshots from MD simulations.
引用
收藏
页码:707 / 712
页数:6
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