Identification of Pim-1 Kinase Inhibitors by Pharmacophore Model, Molecular Docking-based Virtual Screening, and Biological Evaluation

被引:2
作者
Huang, Jing [1 ]
Yuan, Ye [1 ]
Zhu, Xiaoxiao [1 ]
Li, Guodong [1 ]
Xu, Ya [1 ]
Chen, Wenlin [1 ]
Zhu, Ying [1 ]
机构
[1] Xuzhou Cent Hosp, Dept Pharm, Xuzhou, Jiangsu, Peoples R China
关键词
Pim-1; pharmacophore; virtual screening; inhibitor; GALAHAD; molecular docking; DISCOVERY; TARGET; POTENT; HIT;
D O I
10.2174/1573409918666220427120524
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
Aim: This study aimed at screening and development of Pim-1 inhibitors as anticancer agent. Background: Pim-1, a member of the Ser/Thr kinase family, plays a crucial role in cell proliferation and is being regarded as a promising target for cancer therapeutics. Objective: The present work focused on screening more potent Pim-1 inhibitors by in-silico method and biological evaluation. Materials and Methods: To identify more potent Pim-1 inhibitors, a GALAHAD pharmacophore model was constructed based on nine known Pim-1 inhibitors and followed by in silico screening including pharmacophore and molecular docking-based virtual screening. The hit compounds were further assessed the Pim-1, 2, and 3 kinase activities and the anticancer inhibition property against human myeloma RPMI-8226 and U266 cells using cytotoxicity studies. Results: Based on Qfit value (from pharmacophore), docking score and clustering analysis, six compounds including C445_0268, C470_0769, 4456_0744, 0806_0325, G395_1510 and V023_3227 were hit. Binding mode analysis showed that hydrogen bond, hydrophobic and pi-pi stacking interactions dominated the bindings of these compounds to Pim-1. The further biological evaluation indicated that compounds C445_0268 and C470_0769 possessed excellent pan-Pim kinase activities and inhibited the growths of RPMI-8226 and U266 cell lines with IC50 values lower than 3.75 mu M. Conclusion: We reported a series of Pim-1 small molecule inhibitors that could serve as the lead compounds to develop new targeted anticancer therapeutics.
引用
收藏
页码:240 / 246
页数:7
相关论文
共 23 条
[1]  
Balakin KV, 2009, METHODS MOL BIOL, V575, P21, DOI 10.1007/978-1-60761-274-2_2
[2]   The Protein Data Bank [J].
Berman, HM ;
Westbrook, J ;
Feng, Z ;
Gilliland, G ;
Bhat, TN ;
Weissig, H ;
Shindyalov, IN ;
Bourne, PE .
NUCLEIC ACIDS RESEARCH, 2000, 28 (01) :235-242
[3]   PIM serine/threonine kinases in the pathogenesis and therapy of hematologic malignancies and solid cancers [J].
Brault, Laurent ;
Gasser, Christelle ;
Bracher, Franz ;
Huber, Kilian ;
Knapp, Stefan ;
Schwaller, Juerg .
HAEMATOLOGICA-THE HEMATOLOGY JOURNAL, 2010, 95 (06) :1004-1015
[4]   Insights into the Interaction Mechanisms of the Proviral Integration Site of Moloney Murine Leukemia Virus (Pim) Kinases with Pan-Pim Inhibitors PIM447 and AZD1208: A Molecular Dynamics Simulation and MM/GBSA Calculation Study [J].
Chen, Qingqing ;
Wang, Yan ;
Shi, Shanshan ;
Li, Kaihang ;
Zhang, Ling ;
Gao, Jian .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 20 (21)
[5]   Discovery of pyrazolo[1,5-a]pyrimidine-based Pim inhibitors: A template-based approach [J].
Dwyer, Michael P. ;
Keertikar, Kartik ;
Paruch, Kamil ;
Alvarez, Carmen ;
Labroli, Marc ;
Poker, Cory ;
Fischmann, Thierry O. ;
Mayer-Ezell, Rosemary ;
Bond, Richard ;
Wang, Yan ;
Azevedo, Rita ;
Guzi, Timothy J. .
BIOORGANIC & MEDICINAL CHEMISTRY LETTERS, 2013, 23 (22) :6178-6182
[6]   Design, Synthesis and Pharmacological Evaluation of Naphthofuran Derivatives as Potent SIRT1 Activators [J].
Gao, Jian ;
Chen, Qing-Qing ;
Huang, Ye ;
Li, Kai-Hang ;
Geng, Xiao-Ju ;
Wang, Tao ;
Lin, Qi-Si ;
Yao, Ruo-Si .
FRONTIERS IN PHARMACOLOGY, 2021, 12
[7]   Ligand and Structure-Based Approaches for the Identification of Peptide Deformylase Inhibitors as Antibacterial Drugs [J].
Gao, Jian ;
Liang, Li ;
Zhu, Yasheng ;
Qiu, Shengzhi ;
Wang, Tao ;
Zhang, Ling .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2016, 17 (07)
[8]   The Discovery of Antibacterial Natural Compound Based on Peptide Deformylase [J].
Liang, Li ;
Zhou, Qianqian ;
Hao, Zhixiang ;
Wang, Fanfan ;
Zhu, Yasheng ;
Lin, Qisi ;
Gao, Jian .
COMBINATORIAL CHEMISTRY & HIGH THROUGHPUT SCREENING, 2018, 21 (04) :292-297
[9]   Why target PIM1 for cancer diagnosis and treatment? [J].
Magnuson, Nancy S. ;
Wang, Zeping ;
Ding, Gang ;
Reeves, Raymond .
FUTURE ONCOLOGY, 2010, 6 (09) :1461-1478
[10]   PIM1 kinase as a target for cancer therapy [J].
Merkel, Anna Lena ;
Meggers, Eric ;
Ocker, Matthias .
EXPERT OPINION ON INVESTIGATIONAL DRUGS, 2012, 21 (04) :425-436