Computational design of novel fullerene analogues as potential HIV-1 PR inhibitors: Analysis of the binding interactions between fullerene inhibitors and HIV-1 PR residues using 3D QSAR, molecular docking and molecular dynamics simulations

被引:80
作者
Durdagi, Serdar [1 ,2 ]
Mavromoustakos, Thomas [1 ,3 ]
Chronakis, Nikos [4 ]
Papadopoulos, Manthos G. [1 ]
机构
[1] Natl Hellen Res Fdn, Inst Organ & Pharmaceut Chem, Athens 11635, Greece
[2] Free Univ Berlin, Dept Biol Chem & Pharm, D-14195 Berlin, Germany
[3] Univ Athens, Dept Chem, Athens 15784, Greece
[4] Univ Cyprus, Dept Chem, CY-1678 Nicosia, Cyprus
关键词
HIV-1; PR; Fullerene derivatives; 3D QSAR; CoMSIA; Molecular docking; Molecular dynamics simulations; LeapFrog de novo drug design;
D O I
10.1016/j.bmc.2008.10.039
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
A series of experimentally reported as well as computationally designed monoadducts and bisadducts of [60] fullerene analogues have been used in order to analyze the binding interactions between fullerene based inhibitors and HIV-1 PR employing docking studies. MD simulations of ligand-free and the inhibitor bound HIV-1 PR systems complemented the above studies and provided proper input structure of HIV-1 PR in docking simulations. The obtained results revealed a different orientation of the beta-hairpin flaps at these two systems. In inhibitor bound system, the flaps of the enzyme are pulled in toward the bottom of the active site (the closed form) while, in ligand-free system flaps shifted away from the dual Asp25 catalytic site and this system adopts a semi-open form. The structural analysis of these systems at catalytic and flexible flap regions of the HIV-1 PR through the simulation, assisted in understanding the structural preferences of these regions, as well as, the adopted orientations of fullerene derivatives within the active site of the enzyme. Five different combinations of steroelectronic fields of 3D QSAR/CoMSIA models were obtained from the set of biologically evaluated and computationally designed fullerene derivatives (training set = 43, test set = 6) in order to predict novel compounds with improved inhibition effect. The best 3D QSAR/CoMSIA model yielded a cross validated r(2) value of 0.739 and a non-cross validated r(2) value of 0.993. The derived model indicated the importance of steric (42.6%), electrostatic (12.7%), H-bond donor (16.7%) and H-bond acceptor (28.0%) contributions. The derived contour plots together with de novo drug design were then used as pilot models for proposing the novel analogues with enhanced binding affinities. Such structures may trigger the interest of medicinal chemists for novel HIV-1 PR inhibitors possessing higher bioactivity. (c) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:9957 / 9974
页数:18
相关论文
共 42 条
[21]   VMD: Visual molecular dynamics [J].
Humphrey, W ;
Dalke, A ;
Schulten, K .
JOURNAL OF MOLECULAR GRAPHICS & MODELLING, 1996, 14 (01) :33-38
[22]  
KAPOU A, J CHEM INFO IN PRESS
[23]   MOLECULAR SIMILARITY INDEXES IN A COMPARATIVE-ANALYSIS (COMSIA) OF DRUG MOLECULES TO CORRELATE AND PREDICT THEIR BIOLOGICAL-ACTIVITY [J].
KLEBE, G ;
ABRAHAM, U ;
MIETZNER, T .
JOURNAL OF MEDICINAL CHEMISTRY, 1994, 37 (24) :4130-4146
[24]  
KOEHLER KF, 1996, GUIDEBOOK MOL MODELI
[25]  
Leach A.R., 2003, An Introduction To Chemoinformatics
[26]   Approaches to the design of effective HIV-1 protease inhibitors [J].
Lebon, F ;
Ledecq, M .
CURRENT MEDICINAL CHEMISTRY, 2000, 7 (04) :455-477
[27]   Structural analysis of lead fullerene-based inhibitor bound to human immunodeficiency virus type 1 protease in solution from molecular dynamics simulations [J].
Lee, Vannajan S. ;
Nimmanpipug, Piyarat ;
Aruksakunwong, Omjira ;
Promsri, Siriporn ;
Sompornpisut, Pornthep ;
Hannongbua, Supot .
JOURNAL OF MOLECULAR GRAPHICS & MODELLING, 2007, 26 (02) :558-570
[28]   GROMACS 3.0: a package for molecular simulation and trajectory analysis [J].
Lindahl, E ;
Hess, B ;
van der Spoel, D .
JOURNAL OF MOLECULAR MODELING, 2001, 7 (08) :306-317
[29]   Use of simple docking methods to screen a virtual library for heteroactivators of cytochrome P4502C9 [J].
Locuson, Charles W. ;
Gannett, Peter M. ;
Ayscue, Robyn ;
Tracy, Timothy S. .
JOURNAL OF MEDICINAL CHEMISTRY, 2007, 50 (06) :1158-1165
[30]   De novo design and synthesis of HIV-1 integrase inhibitors [J].
Makhija, MT ;
Kasliwal, RT ;
Kulkarni, VM ;
Neamati, N .
BIOORGANIC & MEDICINAL CHEMISTRY, 2004, 12 (09) :2317-2333