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Mozibullah M, Junaid M. Biological Role of the PAK4 Signaling Pathway: A Prospective Therapeutic Target for Multivarious Cancers. ARAB J CHEM 2022. [DOI: 10.1016/j.arabjc.2022.104438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Li Y, Lu Q, Xie C, Yu Y, Zhang A. Recent advances on development of p21-activated kinase 4 inhibitors as anti-tumor agents. Front Pharmacol 2022; 13:956220. [PMID: 36105226 PMCID: PMC9465411 DOI: 10.3389/fphar.2022.956220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 07/20/2022] [Indexed: 12/05/2022] Open
Abstract
The p21-activated kinase 4 (PAK4) is a member of the PAKs family. It is overexpressed in multiple tumor tissues. Pharmacological inhibition of PAK4 attenuates proliferation, migration, and invasion of cancer cells. Recent studies revealed that inhibition of PAK4 sensitizes immunotherapy which has been extensively exploited as a new strategy to treat cancer. In the past few years, a large number of PAK4 inhibitors have been reported. Of note, the allosteric inhibitor KPT-9274 has been tested in phase Ⅰ clinic trials. Herein, we provide an update on recent research progress on the PAK4 mediated signaling pathway and highlight the development of the PAK4 small molecular inhibitors in recent 5 years. Meanwhile, challenges, limitations, and future developmental directions will be discussed as well.
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Affiliation(s)
- Yang Li
- Pharm-X Center, School of Pharmacy, Shanghai Jiao Tong University, Shanghai, China
| | - Qing Lu
- Pharm-X Center, School of Pharmacy, Shanghai Jiao Tong University, Shanghai, China
| | - Chenghu Xie
- Pharm-X Center, School of Pharmacy, Shanghai Jiao Tong University, Shanghai, China
| | - Yiming Yu
- Pharm-X Center, School of Pharmacy, Shanghai Jiao Tong University, Shanghai, China
| | - Ao Zhang
- Pharm-X Center, School of Pharmacy, Shanghai Jiao Tong University, Shanghai, China
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, China
- *Correspondence: Ao Zhang,
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Yuan Y, Zhang H, Li D, Li Y, Lin F, Wang Y, Song H, Liu X, Li F, Zhang J. PAK4 in cancer development: Emerging player and therapeutic opportunities. Cancer Lett 2022; 545:215813. [DOI: 10.1016/j.canlet.2022.215813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 06/29/2022] [Accepted: 06/29/2022] [Indexed: 11/02/2022]
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4
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Bouvry C, Franzetti M, Cupif J, Hurvois J. Total Synthesis of Phenanthropiperidine Alkaloids by Sequential Alkylation of
N
,
N
‐Dibenzylaminoacetonitrile. European J Org Chem 2021. [DOI: 10.1002/ejoc.202101131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Christelle Bouvry
- Comprehensive Cancer Center Eugène Marquis Avenue de la Bataille Flandre-Dunkerque 35000 Rennes France
| | - Milène Franzetti
- Institut de Chimie Organique et Analytique, UMR 7311 CNRS-Université d'Orléans, Pôle de Chimie Rue de Chartres 45067 Orléans Cedex 2 France
| | - Jean‐François Cupif
- Sciences Chimiques de Rennes UMR 6226 CNRS-Université de Rennes 1 2 Avenue Léon Bernard 35043 Rennes Cedex France
| | - Jean‐Pierre Hurvois
- Sciences Chimiques de Rennes UMR 6226 CNRS-Université de Rennes 1 2 Avenue Léon Bernard 35043 Rennes Cedex France
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Wang H, Gao Z, Song P, Hu B, Wang J, Cheng M. Molecular dynamics simulation and QM/MM calculation reveal the selectivity mechanism of type I 1/2 kinase inhibitors: the effect of intramolecular H-bonds and conformational restriction for improved selectivity. Phys Chem Chem Phys 2019; 21:24147-24164. [PMID: 31657381 DOI: 10.1039/c9cp04353e] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Understanding the selectivity mechanisms of inhibitors towards highly similar proteins is extremely important work on the way to a new drug. Here, we aim to reveal the selectivity mechanisms of type I 1/2 kinase inhibitors towards p21-activated kinase (PAK4) and mitogen-activated protein kinase kinase kinase 14 (MAP3K14, NIK). PAK4, belonging to the serine/threonine protein kinases, is involved in cell signaling pathways and controls cellular functions and has received attention as an attractive drug target. The high sequence identity between PAK4 and NIK makes it challenging to design selective PAK4 inhibitors. In this work, computational methods including protein comparison, molecular docking, QM/MM, molecular dynamics simulations, and density functional theory (DFT) calculation were employed to explore the binding mechanisms of selective inhibitors against NIK and PAK4. The simulation results revealed the crucial factors accounting for selective inhibition of PAK4 over NIK, including different protein-ligand interactions, the positions and conformations of key residues, and the ligands flexibilities. This study will shed light on understanding the selectivity mechanisms of PAK4 and NIK inhibitors.
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Affiliation(s)
- Hanxun Wang
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, People's Republic of China
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Gao Y, Wang H, Wang J, Cheng M. In silico studies on p21-activated kinase 4 inhibitors: comprehensive application of 3D-QSAR analysis, molecular docking, molecular dynamics simulations, and MM-GBSA calculation. J Biomol Struct Dyn 2019; 38:4119-4133. [PMID: 31556340 DOI: 10.1080/07391102.2019.1673823] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
P21-activated kinase 4 (PAK4) is a serine/threonine protein kinase, which is associated with many cancer diseases, and thus being considered as a potential drug target. In this study, three-dimensional quantitative structure-activity relationship (3D-QSAR), molecular docking and molecular dynamics (MD) simulations were performed to explore the structure-activity relationship of a series of pyrropyrazole PAK4 inhibitors. The statistical parameters of comparative molecular field analysis (CoMFA, Q 2 = 0.837, R 2 = 0.990, and R 2 pred = 0.967) and comparative molecular similarity indices analysis (CoMSIA, Q 2 = 0.720, R 2 = 0.972, and R 2 pred = 0.946) were obtained from 3D-QSAR model, which exhibited good predictive ability and significant statistical reliability. The binding mode of PAK4 with its inhibitors was obtained through molecular docking study, which indicated that the residues of GLU396, LEU398, LYS350, and ASP458 were important for activity. Molecular mechanics generalized born surface area (MM-GBSA) method was performed to calculate the binding free energy, which indicated that the coulomb, lipophilic and van der Waals (vdW) interactions made major contributions to the binding affinity. Furthermore, through 100 ns MD simulations, we obtained the key amino acid residues and the types of interactions they participated in. Based on the constructed 3D-QSAR model, some novel pyrropyrazole derivatives targeting PAK4 were designed with improved predicted activities. Pharmacokinetic and toxicity predictions of the designed PAK4 inhibitors were obtained by the pkCSM, indicating these compounds had better absorption, distribution, metabolism, excretion and toxicity (ADMET) properties. Above research provided a valuable insight for developing novel and effective pyrropyrazole compounds targeting PAK4.
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Affiliation(s)
- Yinli Gao
- Key Laboratory of Structure-Based Drugs Design and Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang Liaoning Province, People's Republic of China.,School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, Shenyang Liaoning Province, People's Republic of China
| | - Hanxun Wang
- Key Laboratory of Structure-Based Drugs Design and Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang Liaoning Province, People's Republic of China.,School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, Shenyang Liaoning Province, People's Republic of China
| | - Jian Wang
- Key Laboratory of Structure-Based Drugs Design and Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang Liaoning Province, People's Republic of China.,School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, Shenyang Liaoning Province, People's Republic of China
| | - Maosheng Cheng
- Key Laboratory of Structure-Based Drugs Design and Discovery of Ministry of Education, Shenyang Pharmaceutical University, Shenyang Liaoning Province, People's Republic of China.,School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, Shenyang Liaoning Province, People's Republic of China
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Song PL, Wang G, Su Y, Wang HX, Wang J, Li F, Cheng MS. Strategy and validation of a structure-based method for the discovery of selective inhibitors of PAK isoforms and the evaluation of their anti-cancer activity. Bioorg Chem 2019; 91:103168. [DOI: 10.1016/j.bioorg.2019.103168] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 07/29/2019] [Accepted: 07/29/2019] [Indexed: 02/07/2023]
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Wang H, Gao Y, Wang J, Cheng M. Computational Strategy Revealing the Structural Determinant of Ligand Selectivity towards Highly Similar Protein Targets. Curr Drug Targets 2019; 21:76-88. [PMID: 31556854 DOI: 10.2174/1389450120666190926113524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2019] [Revised: 08/27/2019] [Accepted: 08/27/2019] [Indexed: 11/22/2022]
Abstract
BACKGROUND Poor selectivity of drug candidates may lead to toxicity and side effects accounting for as high as 60% failure rate, thus, the selectivity is consistently significant and challenging for drug discovery. OBJECTIVE To find highly specific small molecules towards very similar protein targets, multiple strategies are always employed, including (1) To make use of the diverse shape of binding pocket to avoid steric bump; (2) To increase binding affinities for favorite residues; (3) To achieve selectivity through allosteric regulation of target; (4) To stabalize the inactive conformation of protein target and (5) To occupy dual binding pockets of single target. CONCLUSION In this review, we summarize computational strategies along with examples of their successful applications in designing selective ligands, with the aim to provide insights into everdiversifying drug development practice and inspire medicinal chemists to utilize computational strategies to avoid potential side effects due to low selectivity of ligands.
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Affiliation(s)
- Hanxun Wang
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, Liaoning, China
| | - Yinli Gao
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, Liaoning, China
| | - Jian Wang
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, Liaoning, China
| | - Maosheng Cheng
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang 110016, Liaoning, China
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Su Y, Song P, Wang H, Hu B, Wang J, Cheng MS. Precise design of highly isoform-selective p21-activated kinase 4 inhibitors: computational insights into the selectivity mechanism through molecular dynamics simulation and binding free energy calculation. J Biomol Struct Dyn 2019; 38:3825-3837. [DOI: 10.1080/07391102.2019.1664330] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Yuan Su
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, Shenyang PR China
| | - Peilu Song
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, Shenyang PR China
| | - Hanxun Wang
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, Shenyang PR China
| | - Baichun Hu
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, Shenyang PR China
| | - Jian Wang
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, Shenyang PR China
| | - Mao-Sheng Cheng
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, Shenyang PR China
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Hao C, Zhao F, Song H, Guo J, Li X, Jiang X, Huan R, Song S, Zhang Q, Wang R, Wang K, Pang Y, Liu T, Lu T, Huang W, Wang J, Lin B, He Z, Li H, Li F, Zhao D, Cheng M. Structure-Based Design of 6-Chloro-4-aminoquinazoline-2-carboxamide Derivatives as Potent and Selective p21-Activated Kinase 4 (PAK4) Inhibitors. J Med Chem 2017; 61:265-285. [PMID: 29190083 DOI: 10.1021/acs.jmedchem.7b01342] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Herein, we report the discovery and characterization of a novel class of PAK4 inhibitors with a quinazoline scaffold. Based on the shape and chemical composition of the ATP-binding pocket of PAKs, we chose a 2,4-diaminoquinazoline series of inhibitors as a starting point. Guided by X-ray crystallography and a structure-based drug design (SBDD) approach, a series of novel 4-aminoquinazoline-2-carboxamide PAK4 inhibitors were designed and synthesized. The inhibitors' selectivity, therapeutic potency, and pharmaceutical properties were optimized. One of the best compounds, 31 (CZh226), showed remarkable PAK4 selectivity (346-fold vs PAK1) and favorable kinase selectivity profile. Moreover, this compound potently inhibited the migration and invasion of A549 tumor cells by regulating the PAK4-directed downstream signaling pathways in vitro. Taken together, these data support the further development of 31 as a lead compound for PAK4-targeted anticancer drug discovery and as a valuable research probe for the further biological investigation of group II PAKs.
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Affiliation(s)
- Chenzhou Hao
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University , Shenyang 110016, China
| | - Fan Zhao
- Tsinghua-Peking Joint Center for Life Sciences, Beijing Advanced Innovation Center for Structural Biology, Department of Basic Medical Sciences, School of Medicine, Tsinghua University , Beijing 100084, China
| | - Hongyan Song
- Institute of Materials Research and Engineering, A*STAR (Agency for Science, Technology and Research) , 2 Fusionopolis Way, Innovis, #08-03, Singapore 138634
| | - Jing Guo
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University , Shenyang 110016, China
| | - Xiaodong Li
- Department of Cell Biology, Key Laboratory of Cell Biology, Ministry of Public Health, and Key Laboratory of Medical Cell Biology, Ministry of Education, China Medical University , Shenyang 110001, China
| | - Xiaolin Jiang
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University , Shenyang 110016, China
| | - Ran Huan
- Department of Cell Biology, Key Laboratory of Cell Biology, Ministry of Public Health, and Key Laboratory of Medical Cell Biology, Ministry of Education, China Medical University , Shenyang 110001, China
| | - Shuai Song
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University , Shenyang 110016, China
| | - Qiaoling Zhang
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University , Shenyang 110016, China
| | - Ruifeng Wang
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University , Shenyang 110016, China
| | - Kai Wang
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University , Shenyang 110016, China
| | - Yu Pang
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University , Shenyang 110016, China
| | - Tongchao Liu
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University , Shenyang 110016, China
| | - Tianqi Lu
- Department of Cell Biology, Key Laboratory of Cell Biology, Ministry of Public Health, and Key Laboratory of Medical Cell Biology, Ministry of Education, China Medical University , Shenyang 110001, China
| | - Wanxu Huang
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University , Shenyang 110016, China
| | - Jian Wang
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University , Shenyang 110016, China
| | - Bin Lin
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University , Shenyang 110016, China
| | - Zhonggui He
- School of Pharmacy, Shenyang Pharmaceutical University , Shenyang 110016, China
| | - Haitao Li
- Tsinghua-Peking Joint Center for Life Sciences, Beijing Advanced Innovation Center for Structural Biology, Department of Basic Medical Sciences, School of Medicine, Tsinghua University , Beijing 100084, China
| | - Feng Li
- Department of Cell Biology, Key Laboratory of Cell Biology, Ministry of Public Health, and Key Laboratory of Medical Cell Biology, Ministry of Education, China Medical University , Shenyang 110001, China
| | - Dongmei Zhao
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University , Shenyang 110016, China
| | - Maosheng Cheng
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, Shenyang Pharmaceutical University , Shenyang 110016, China
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Hao C, Huang W, Li X, Guo J, Chen M, Yan Z, Wang K, Jiang X, Song S, Wang J, Zhao D, Li F, Cheng M. Development of 2, 4-diaminoquinazoline derivatives as potent PAK4 inhibitors by the core refinement strategy. Eur J Med Chem 2017; 131:1-13. [DOI: 10.1016/j.ejmech.2017.02.063] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Revised: 02/24/2017] [Accepted: 02/27/2017] [Indexed: 11/25/2022]
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