Combined Receptor and Ligand-Based Approach to the Universal Pharmacophore Model Development for Studies of Drug Blockade to the hERG1 Pore Domain

被引:72
作者
Durdagi, Serdar [2 ]
Duff, Henry J. [1 ]
Noskov, Sergei Yu. [2 ]
机构
[1] Univ Calgary, Fac Med, Libin Cardiovasc Inst Alberta, Calgary, AB, Canada
[2] Univ Calgary, Dept Biol Sci, Inst Biocomplex & Informat Calgary, Calgary, AB T2N 1N4, Canada
基金
加拿大健康研究院;
关键词
LONG-QT-SYNDROME; POTASSIUM CHANNEL INHIBITION; QSAR MODEL; 3D QSAR; BINDING; MUTATIONS; DETERMINANTS; PREDICTION; DOCKING; HELIX;
D O I
10.1021/ci100409y
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
Long QT syndrome, LQTS, results in serious cardiovascular disorders, such as tachyarrhythmia and sudden cardiac death. A promiscuous binding of different drugs to the intracavitary binding site in the pore domain (PD) of human ether-a-go-go related gene (hERG) channels leads to a similar dysfunction, known as a drug-induced LQTS. Therefore, an assessment of the blocking ability for potent drugs is of great pragmatic value for molecular pharmacology and medicinal chemistry of hERGs. Thus, we attempted to create an in silico model aimed at blinded drug screening for their blocking ability to the hERG1 PD. Two distinct approaches to the drug blockage, ligand-based QSAR and receptor-based molecular docking methods, are combined for development of a universal pharmacophore model, which provides rapid assessment of drug blocking ability to the hERG1 channel. The best 3D-QSAR model (AAADR7) from PHASE modeling was selected from a pool consisting of 44 initial candidates. The constructed model using 31 hERG blockers was validated with 9 test set compounds. The resulting model correctly predicted the pIC(50) values of test set compounds as true unknowns. To further evaluate the pharmacophore model, 14 hERG blockers with diverse hERG blocking potencies were selected from literature and they were used as additional external blind test sets. The resulting average deviation between in vitro and predicted pIC(50) values of external test set blockers is found as 0.29 suggesting that the model is able to accuretely predict the pIC(50) values as true unknowns. These pharmacophore models were merged with a previously developed atomistic receptor model for the hERG1 PD and exhibited a high consistency between ligand-based and receptor-based models. Therefore, the developed 3D-QSAR model provides a predictive tool for profiling candidate compounds before their synthesis. This model also indicated the key functional groups determining a high-affinity blockade of the hERG1 channel. To cross-validate consistency between the constructed hERG1 pore domain and the pharmacophore models, we performed docking studies using the homology model of hERG1. To understand how polar or nonpolar moieties of inhibitors stimulate channel inhibition, critical amino acid replacement (i.e., T623, S624, S649, Y652 and F656) at the hERG cavity was examined by in silico mutagenesis. The average docking score differences between wild type and mutated hERG channels was found to have the following order: F656A > Y652A > S624A > T623A > S649A. These results are in agreement with experimental data.
引用
收藏
页码:463 / 474
页数:12
相关论文
共 46 条
[1]  
[Anonymous], 2007, MAESTR VERS 8 5 207
[3]   Toward a pharmacophore for drugs inducing the long QT syndrome:: Insights from a CoMFA study of HERG K+ channel blockers [J].
Cavalli, A ;
Poluzzi, E ;
De Ponti, F ;
Recanatini, M .
JOURNAL OF MEDICINAL CHEMISTRY, 2002, 45 (18) :3844-3853
[4]   Position of aromatic residues in the S6 domain, not inactivation, dictates cisapride sensitivity of HERG and eag potassium channels [J].
Chen, J ;
Seebohm, G ;
Sanguinetti, MC .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (19) :12461-12466
[5]   A novel hypothesis for the binding mode of HERG channel blockers [J].
Choe, H ;
Nah, KH ;
Lee, SN ;
Lee, HS ;
Lee, HS ;
Jo, SH ;
Leem, CH ;
Jang, YJ .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2006, 344 (01) :72-78
[6]   A MOLECULAR-BASIS FOR CARDIAC-ARRHYTHMIA - HERG MUTATIONS CAUSE LONG QT SYNDROME [J].
CURRAN, ME ;
SPLAWSKI, I ;
TIMOTHY, KW ;
VINCENT, GM ;
GREEN, ED ;
KEATING, MT .
CELL, 1995, 80 (05) :795-803
[7]  
DALIBALTA S, 2008, METHODS PRINCIPLES M, P89
[8]  
Dearden JC, 2004, J PHARM PHARMACOL, V56, pS82
[9]   PHASE: a new engine for pharmacophore perception, 3D QSAR model development, and 3D database screening: 1. Methodology and preliminary results [J].
Dixon, Steven L. ;
Smondyrev, Alexander M. ;
Knoll, Eric H. ;
Rao, Shashidhar N. ;
Shaw, David E. ;
Friesner, Richard A. .
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 2006, 20 (10-11) :647-671
[10]   The Interactions Between hERG Potassium Channel and Blockers [J].
Du, Lupei ;
Li, Minyong ;
You, Qidong .
CURRENT TOPICS IN MEDICINAL CHEMISTRY, 2009, 9 (04) :330-338