An Improved Free Energy Perturbation FEP plus Sampling Protocol for Flexible Ligand-Binding Domains

被引:41
作者
Fratev, Filip [1 ,2 ]
Sirimulla, Suman [1 ]
机构
[1] Univ Texas El Paso, Sch Pharm, Dept Pharmaceut Sci, El Paso, TX 79968 USA
[2] Micar21 Ltd, Persenk 34B, Sofia 1407, Bulgaria
关键词
MOLECULAR-DYNAMICS; DRUG DISCOVERY; PREDICTION; ACCURATE; COMBINATION; MODES; POSES;
D O I
10.1038/s41598-019-53133-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Recent improvements to the free energy perturbation (FEP) calculations, especially FEP+, established their utility for pharmaceutical lead optimization. Herein, we propose a modified version of the FEP/REST (i.e., replica exchange with solute tempering) sampling protocol, based on detail studies on several targets by probing a large number of perturbations with different sampling schemes. Improved FEP+ binding affinity predictions for regular flexible-loop motions and considerable structural changes can be obtained by extending the prior to REST (pre-REST) sampling time from 0.24 ns/lambda to 5 ns/lambda and 2 x 10 ns/lambda, respectively. With this new protocol, much more precise Delta Delta G values of the individual perturbations, including the sign of the transformations and decreased error were obtained. We extended the REST simulations from 5 ns to 8 ns to achieve reasonable free energy convergence. Implementing REST to the entire ligand as opposed to solely the perturbed region, and also some important flexible protein residues (pREST region) in the ligand binding domain (LBD) has considerably improved the FEP+ results in most of the studied cases. Preliminary molecular dynamics (MD) runs were useful for establishing the correct binding mode of the compounds and thus precise alignment for FEP+. Our improved protocol may further increase the FEP+ accuracy.
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页数:13
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