3D-QSAR and molecular docking studies on HIV protease inhibitors

被引:20
作者
Tong, Jianbo [1 ]
Wu, Yingji [1 ]
Bai, Min [1 ]
Zhan, Pei [1 ]
机构
[1] Shaanxi Univ Sci & Technol, Coll Chem & Chem Engn, Xian 710021, Peoples R China
关键词
Cyclic-urea derivatives; 3D-QSAR; CoMSIA; Molecular docking; DERIVATIVES; MUTANT;
D O I
10.1016/j.molstruc.2016.09.052
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
In order to well understand the chemical-biological interactions governing their activities toward HIV protease activity, QSAR models of 34 cyclic-urea derivatives with inhibitory HIV were developed. The quantitative structure activity relationship (QSAR) model was built by using comparative molecular similarity indices analysis (CoMSIA) technique. And the best CoMSIA model has r(cv)(2), r(ncv)(2) values of 0.586 and 0.931 for cross-validated and non-cross-validated. The predictive ability of CoMSIA model was further validated by a test set of 7 compounds, giving r(pred)(2) value of 0.973. Docking studies were used to find the actual conformations of chemicals in active site of HIV protease, as well as the binding mode pattern to the binding site in protease enzyme. The information provided by 3D-QSAR model and molecular docking may lead to a better understanding of the structural requirements of 34 cyclic-urea derivatives and help to design potential anti-HIV protease molecules. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:17 / 22
页数:6
相关论文
共 24 条
[1]   A study on quantitative structure-activity relationship and molecular docking of metalloproteinase inhibitors based on L-tyrosine scaffold [J].
Abbasi, Maryam ;
Ramezani, Fatemeh ;
Elyasi, Maryam ;
Sadeghi-Aliabadi, Hojjat ;
Amanlou, Massoud .
DARU-JOURNAL OF PHARMACEUTICAL SCIENCES, 2015, 23
[2]   Counteracting HIV-1 protease drug resistance: Structural analysis of mutant proteases complexed with XV638 and SD146, cyclic urea amides with broad specificities [J].
Ala, PJ ;
Huston, EE ;
Klabe, RM ;
Jadhav, PK ;
Lam, PYS ;
Chang, CH .
BIOCHEMISTRY, 1998, 37 (43) :15042-15049
[3]  
[Anonymous], 1699, SYBYL 8 1
[4]   Unexpected binding mode of a cyclic sulfamide HIV-1 protease inhibitor [J].
Backbro, K ;
Lowgren, S ;
Osterlund, K ;
Atepo, J ;
Unge, T ;
Hulten, J ;
Bonham, NM ;
Schaal, W ;
Karlen, A ;
Hallberg, A .
JOURNAL OF MEDICINAL CHEMISTRY, 1997, 40 (06) :898-902
[5]   X-ray structure of HIV-1 protease in situ product complex [J].
Bihani, Subhash ;
Das, Amit ;
Prashar, Vishal ;
Ferrer, J. -L. ;
Hosur, M. V. .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2009, 74 (03) :594-602
[6]   3D-QSAR and molecular docking studies of amino-pyrimidine derivatives as PknB inhibitors [J].
Damre, Mangesh V. ;
Gangwal, Rahul P. ;
Dhoke, Gaurao V. ;
Lalit, Manisha ;
Sharma, Dipna ;
Khandelwal, Kanchan ;
Sangamwar, Abhay T. .
JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS, 2014, 45 (02) :354-364
[7]   QSAR prediction of HIV-1 protease inhibitory activities using docking derived molecular descriptors [J].
Fatemi, Mohammad H. ;
Heidari, Afsane ;
Gharaghani, Sajjad .
JOURNAL OF THEORETICAL BIOLOGY, 2015, 369 :13-22
[8]   Comparative quantitative structure-activity relationship studies on anti-HIV drugs [J].
Garg, R ;
Gupta, SP ;
Gao, H ;
Babu, MS ;
Debnath, AK ;
Hansch, C .
CHEMICAL REVIEWS, 1999, 99 (12) :3525-3601
[9]   ITERATIVE PARTIAL EQUALIZATION OF ORBITAL ELECTRONEGATIVITY - A RAPID ACCESS TO ATOMIC CHARGES [J].
GASTEIGER, J ;
MARSILI, M .
TETRAHEDRON, 1980, 36 (22) :3219-3228
[10]   A semiempirical free energy force field with charge-based desolvation [J].
Huey, Ruth ;
Morris, Garrett M. ;
Olson, Arthur J. ;
Goodsell, David S. .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 2007, 28 (06) :1145-1152