Combined computational approaches for developing new anti-Alzheimer drug candidates: 3D-QSAR, molecular docking and molecular dynamics studies of liquiritigenin derivatives

被引:48
|
作者
Nour, Hassan [1 ]
Daoui, Ossama [2 ]
Abchir, Oussama [1 ]
ElKhattabi, Souad [2 ]
Belaidi, Salah [3 ]
Chtita, Samir [1 ]
机构
[1] Hassan II Univ Casablanca, Fac Sci Ben MSik, Lab Analyt & Mol Chem, Casablanca 7955, Morocco
[2] Sidi Mohamed Ben Abdellah Fez Univ, Natl Sch Appl Sci, Lab Engn Syst & Applicat, BP 72, Fes, Morocco
[3] Univ Biskra, LMCE Lab, Grp Computat & Med Chem, BP 145, Biskra 707000, Algeria
关键词
Alzheimer's disease; Butyrylcholinesterase; Liquiritigenin; CoMFA; CoMISA; Molecular docking; Molecular dynamics; CHOLINESTERASE-INHIBITORS; FORCE-FIELD; BUTYRYLCHOLINESTERASE; ACETYLCHOLINESTERASE; MODEL; QSAR;
D O I
10.1016/j.heliyon.2022.e11991
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
Butyrylcholinesterase is an acetylcholine-degrading enzyme involved in the memorization process, which is becoming an interesting target for the symptomatic treatment of Alzheimer's disease. In the present investigation, the structure-activity relationship of a set of Liquiritigenin derivatives recently revealed to be Butyrylcholinesterase inhibitors was studied basing on comparative field analysis (CoMFA) and comparative molecular similarity indices analysis (CoMISA). As a result, performant models with high predictive capability have been developed (CoMFA model: R-2 = 0.91, Q(2) = 0.62, R-pred(2) = 0.85; CoMISA model: R-2 = 0.92, Q(2) = 0.59, R-pred(2) = 0.83) and implemented to design new Liquiritigenin derivatives with improved activity. Besides, the affinity of the designed derivatives towards the active site of Butyrylcholinesterase, was confirmed by molecular docking and molecular dynamics studies. Moreover, they exhibited good pharmacokinetics properties. Accordingly, the outcomes of the present investigations can provide important direction for the development of new anti-Alzheimer's drug candidates.
引用
收藏
页数:12
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