3D-QSAR, docking, molecular dynamics simulation and free energy calculation studies of some pyrimidine derivatives as novel JAK3 inhibitors

被引:35
作者
Balupuri, Anand [1 ,3 ]
Balasubramanian, Pavithra K. [1 ]
Cho, Seung Joo [1 ,2 ]
机构
[1] Chosun Univ, Coll Med, Dept Biomed Sci, Gwangju 501759, South Korea
[2] Chosun Univ, Coll Med, Dept Cellular & Mol Med, Gwangju 501759, South Korea
[3] Chungnam Natl Univ, Grad Sch New Drug Discovery & Dev, Daejeon 305764, South Korea
基金
新加坡国家研究基金会;
关键词
3D-QSAR; ADMET; Docking; MD simulation; MM/PBSA; MER KINASE INHIBITORS; IN-SILICO; HIGH-THROUGHPUT; JANUS KINASES; 3D QSAR; BINDING; VALIDATION; PHARMACOPHORE; IDENTIFICATION; REGRESSION;
D O I
10.1016/j.arabjc.2017.09.009
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Janus kinase 3 (JAK3) is a promising drug target for the treatment of inflammatory diseases, autoimmune disorders, organ transplant rejection and various cancers. In the present study, 3D-QSAR, docking, MD simulation and MM/PBSA studies were performed on a series of pyrimidine-based JAK3 inhibitors. A reliable COMSIA (q(2) = 0.717 and r(2) = 0.986) model was developed and validated using external validation test set, bootstrapping, progressive scrambling and r(m)(2) metrics analyses. Structural requirements identified through contour maps of the model were strategically utilized to computationally design 170 novel JAK3 inhibitors with improved potency. Docking studies were performed on the selected data set and newly designed compounds to show their binding mode and to identify important interacting residues inside the active site of JAK3. In addition, docking results of the selected designed compounds inside the active sites of JAK1, JAK2 and TYK2 indicated their JAK3 selectivity. MD simulation (100 ns) on the docked complex of compound 28 (one of highly active compounds of the data set) assisted in the further exploration of the binding interactions. Some crucial residues like Lys830 (glycine-rich loop), Val836, Ala853, Leu905 (hinge region), Cys909, Asn954, Leu956 and Ala966 were identified. Hydrogen bond interactions with hinge residue Leu905 were critical for the binding of JAK3 inhibitors. Additionally, MM/PBSA calculation provided the binding free energy of the compound 28. Newly designed molecules showed promising results in the preliminary in silico ADMET evaluations. Outcomes of the study can further be exploited to develop potent JAK3 inhibitors. (C) 2017 Production and hosting by Elsevier B.V. on behalf of King Saud University.
引用
收藏
页码:1052 / 1078
页数:27
相关论文
共 70 条
[1]   A road map for those who don't know JAK-STAT [J].
Aaronson, DS ;
Horvath, CM .
SCIENCE, 2002, 296 (5573) :1653-1655
[2]   Modulation of Activation-Loop Phosphorylation by JAK Inhibitors Is Binding Mode Dependent [J].
Andraos, Rita ;
Qian, Zhiyan ;
Bonenfant, Debora ;
Rubert, Joelle ;
Vangrevelinghe, Eric ;
Scheufler, Clemens ;
Marque, Fanny ;
Regnier, Catherine H. ;
De Pover, Alain ;
Ryckelynck, Hugues ;
Bhagwat, Neha ;
Koppikar, Priya ;
Goel, Aviva ;
Wyder, Lorenza ;
Tavares, Gisele ;
Baffert, Fabienne ;
Pissot-Soldermann, Carole ;
Manley, Paul W. ;
Gaul, Christoph ;
Voshol, Hans ;
Levine, Ross L. ;
Sellers, William R. ;
Hofmann, Francesco ;
Radimerski, Thomas .
CANCER DISCOVERY, 2012, 2 (06) :512-523
[3]   Newly described activating JAK3 mutations in T-cell acute lymphoblastic leukemia [J].
Bains, T. ;
Heinrich, M. C. ;
Loriaux, M. M. ;
Beadling, C. ;
Nelson, D. ;
Warrick, A. ;
Neff, T. L. ;
Tyner, J. W. ;
Dunlap, J. ;
Corless, C. L. ;
Fan, G. .
LEUKEMIA, 2012, 26 (09) :2144-2146
[4]   In silico study of 1-(4-Phenylpiperazin-1-yl)-2-(1H-pyrazol-1-yl) ethanones derivatives as CCR1 antagonist: Homology modeling, docking and 3D-QSAR approach [J].
Balasubramanian, Pavithra K. ;
Balupuri, Anand ;
Kothandan, Gugan ;
Cho, Seung Joo .
BIOORGANIC & MEDICINAL CHEMISTRY LETTERS, 2014, 24 (03) :928-933
[5]   Docking-based 3D-QSAR study of pyridyl aminothiazole derivatives as checkpoint kinase 1 inhibitors [J].
Balupuri, A. ;
Balasubramanian, P. K. ;
Gadhe, C. G. ;
Cho, S. J. .
SAR AND QSAR IN ENVIRONMENTAL RESEARCH, 2014, 25 (08) :651-671
[6]   Computational Analysis of Pyridopyrimidine-based Polo Like Kinase 2 (PLK2) Inhibitors: Examining the Structural Basis for Anticancer Activity [J].
Balupuri, Anand ;
Balasubramanian, Pavithra K. ;
Cho, Seung Joo .
LETTERS IN DRUG DESIGN & DISCOVERY, 2017, 14 (05) :581-596
[7]   Design of Novel Chemotherapeutic Agents Targeting Checkpoint Kinase 1 Using 3D-QSAR Modeling and Molecular Docking Methods [J].
Balupuri, Anand ;
Balasubramanian, Pavithra K. ;
Cho, Seung J. .
Current Computer-Aided Drug Design, 2016, 12 (04) :302-313
[8]   Determination of structural requirements of Mer kinase inhibitors and binding interaction analysis using in silico approaches [J].
Balupuri, Anand ;
Balasubramanian, Pavithra K. ;
Cho, Seung Joo .
MEDICINAL CHEMISTRY RESEARCH, 2016, 25 (12) :3021-3029
[9]   Molecular modeling study on Mer kinase inhibitors using 3D-QSAR and docking approaches [J].
Balupuri, Anand ;
Balasubramanian, Pavithra K. ;
Cho, Seung Joo .
MEDICINAL CHEMISTRY RESEARCH, 2015, 24 (10) :3730-3742
[10]   3D-QSAR study of tetrahydro-3H-imidazo[4,5-c]pyridine derivatives as VEGFR-2 kinase inhibitors using various charge schemes [J].
Balupuri, Anand ;
Balasubramanian, Pavithra K. ;
Cho, Seung Joo .
ARCHIVES OF PHARMACAL RESEARCH, 2015, 38 (08) :1434-1442