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Khatun S, Dasgupta I, Islam R, Amin SA, Jha T, Dhaked DK, Gayen S. Unveiling critical structural features for effective HDAC8 inhibition: a comprehensive study using quantitative read-across structure-activity relationship (q-RASAR) and pharmacophore modeling. Mol Divers 2024; 28:2197-2215. [PMID: 38871969 DOI: 10.1007/s11030-024-10903-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Accepted: 05/20/2024] [Indexed: 06/15/2024]
Abstract
Histone deacetylases constitute a group of enzymes that participate in several biological processes. Notably, inhibiting HDAC8 has become a therapeutic strategy for various diseases. The current inhibitors for HDAC8 lack selectivity and target multiple HDACs. Consequently, there is a growing recognition of the need for selective HDAC8 inhibitors to enhance the effectiveness of therapeutic interventions. In our current study, we have utilized a multi-faceted approach, including Quantitative Structure-Activity Relationship (QSAR) combined with Quantitative Read-Across Structure-Activity Relationship (q-RASAR) modeling, pharmacophore mapping, molecular docking, and molecular dynamics (MD) simulations. The developed q-RASAR model has a high statistical significance and predictive ability (Q2F1:0.778, Q2F2:0.775). The contributions of important descriptors are discussed in detail to gain insight into the crucial structural features in HDAC8 inhibition. The best pharmacophore hypothesis exhibits a high regression coefficient (0.969) and a low root mean square deviation (0.944), highlighting the importance of correctly orienting hydrogen bond acceptor (HBA), ring aromatic (RA), and zinc-binding group (ZBG) features in designing potent HDAC8 inhibitors. To confirm the results of q-RASAR and pharmacophore mapping, molecular docking analysis of the five potent compounds (44, 54, 82, 102, and 118) was performed to gain further insights into these structural features crucial for interaction with the HDAC8 enzyme. Lastly, MD simulation studies of the most active compound (54, mapped correctly with the pharmacophore hypothesis) and the least active compound (34, mapped poorly with the pharmacophore hypothesis) were carried out to validate the observations of the studies above. This study not only refines our understanding of essential structural features for HDAC8 inhibition but also provides a robust framework for the rational design of novel selective HDAC8 inhibitors which may offer insights to medicinal chemists and researchers engaged in the development of HDAC8-targeted therapeutics.
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Affiliation(s)
- Samima Khatun
- Laboratory of Drug Design and Discovery, Department of Pharmaceutical Technology, Jadavpur University, Kolkata, 700032, India
| | - Indrasis Dasgupta
- Laboratory of Drug Design and Discovery, Department of Pharmaceutical Technology, Jadavpur University, Kolkata, 700032, India
| | - Rakibul Islam
- Department of Pharmacoinformatics, National Institute of Pharmaceutical Education and Research (NIPER), Kolkata, West Bengal, 700054, India
| | - Sk Abdul Amin
- Department of Pharmaceutical Technology, JIS University, 81, Nilgunj Road, Agarpara, Kolkata, West Bengal, India
| | - Tarun Jha
- Natural Science Laboratory, Division of Medicinal and Pharmaceutical Chemistry, Department of Pharmaceutical Technology, Jadavpur University, Kolkata, 700032, India
| | - Devendra Kumar Dhaked
- Department of Pharmacoinformatics, National Institute of Pharmaceutical Education and Research (NIPER), Kolkata, West Bengal, 700054, India
| | - Shovanlal Gayen
- Laboratory of Drug Design and Discovery, Department of Pharmaceutical Technology, Jadavpur University, Kolkata, 700032, India.
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Khatun S, Prasad Bhagat R, Dutta R, Datta A, Jaiswal A, Halder S, Jha T, Amin SA, Gayen S. Unraveling HDAC11: Epigenetic orchestra in different diseases and structural insights for inhibitor design. Biochem Pharmacol 2024; 225:116312. [PMID: 38788962 DOI: 10.1016/j.bcp.2024.116312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 05/20/2024] [Accepted: 05/21/2024] [Indexed: 05/26/2024]
Abstract
Histone deacetylase 11 (HDAC11), a member of the HDAC family, has emerged as a critical regulator in numerous physiological as well as pathological processes. Due to its diverse roles, HDAC11 has been a focal point of research in recent times. Different non-selective inhibitors are already approved, and research is going on to find selective HDAC11 inhibitors. The objective of this review is to comprehensively explore the role of HDAC11 as a pivotal regulator in a multitude of physiological and pathological processes. It aims to delve into the intricate details of HDAC11's structural and functional aspects, elucidating its molecular interactions and implications in different disease contexts. With a primary focus on elucidating the structure-activity relationships (SARs) of HDAC11 inhibitors, this review also aims to provide a holistic understanding of how its molecular architecture influences its inhibition. Additionally, by integrating both established knowledge and recent research, the review seeks to contribute novel insights into the potential therapeutic applications of HDAC11 inhibitors. Overall, the scope of this review spans from fundamental research elucidating the complexities of HDAC11 biology to the potential of targeting HDAC11 in therapeutic interventions.
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Affiliation(s)
- Samima Khatun
- Laboratory of Drug Design and Discovery, Department of Pharmaceutical Technology, Jadavpur University, Kolkata 700032, West Bengal, India
| | - Rinki Prasad Bhagat
- Laboratory of Drug Design and Discovery, Department of Pharmaceutical Technology, Jadavpur University, Kolkata 700032, West Bengal, India
| | - Ritam Dutta
- Department of Pharmaceutical Technology, JIS University, 81, Nilgunj Road, Agarpara, Kolkata 700109, West Bengal, India
| | - Anwesha Datta
- Laboratory of Drug Design and Discovery, Department of Pharmaceutical Technology, Jadavpur University, Kolkata 700032, West Bengal, India
| | - Abhishek Jaiswal
- Laboratory of Drug Design and Discovery, Department of Pharmaceutical Technology, Jadavpur University, Kolkata 700032, West Bengal, India
| | - Swapnamay Halder
- Laboratory of Drug Design and Discovery, Department of Pharmaceutical Technology, Jadavpur University, Kolkata 700032, West Bengal, India
| | - Tarun Jha
- Natural Science Laboratory, Division of Medicinal and Pharmaceutical Chemistry, Department of Pharmaceutical Technology, Jadavpur University, Kolkata 700032, West Bengal, India.
| | - Sk Abdul Amin
- Department of Pharmaceutical Technology, JIS University, 81, Nilgunj Road, Agarpara, Kolkata 700109, West Bengal, India.
| | - Shovanlal Gayen
- Laboratory of Drug Design and Discovery, Department of Pharmaceutical Technology, Jadavpur University, Kolkata 700032, West Bengal, India.
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Moinul M, Amin SA, Khatun S, Das S, Jha T, Gayen S. A detail survey and analysis of selectivity criteria for indole-based histone deacetylase 8 (HDAC8) inhibitors. J Mol Struct 2023. [DOI: 10.1016/j.molstruc.2022.133967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
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Design, synthesis and biological evaluation of coumarin-based N-hydroxycinnamamide derivatives as novel histone deacetylase inhibitors with anticancer activities. Bioorg Chem 2020; 101:104023. [DOI: 10.1016/j.bioorg.2020.104023] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 05/21/2020] [Accepted: 06/12/2020] [Indexed: 12/14/2022]
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5
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Krishna S, Lakra AD, Shukla N, Khan S, Mishra DP, Ahmed S, Siddiqi MI. Identification of potential histone deacetylase1 (HDAC1) inhibitors using multistep virtual screening approach including SVM model, pharmacophore modeling, molecular docking and biological evaluation. J Biomol Struct Dyn 2019; 38:3280-3295. [DOI: 10.1080/07391102.2019.1654925] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
- Shagun Krishna
- Molecular & Structural Biology Division, CSIR-Central Drug Research Institute, Lucknow, India
| | - Amar Deep Lakra
- Endocrinology Division, CSIR-Central Drug Research Institute, Lucknow, India
| | - Nidhi Shukla
- Endocrinology Division, CSIR-Central Drug Research Institute, Lucknow, India
| | - Saman Khan
- Molecular & Structural Biology Division, CSIR-Central Drug Research Institute, Lucknow, India
| | - Durga Prasad Mishra
- Endocrinology Division, CSIR-Central Drug Research Institute, Lucknow, India
| | - Shakil Ahmed
- Molecular & Structural Biology Division, CSIR-Central Drug Research Institute, Lucknow, India
| | - Mohammad Imran Siddiqi
- Molecular & Structural Biology Division, CSIR-Central Drug Research Institute, Lucknow, India
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Liu J, Zhu Y, He Y, Zhu H, Gao Y, Li Z, Zhu J, Sun X, Fang F, Wen H, Li W. Combined pharmacophore modeling, 3D-QSAR and docking studies to identify novel HDAC inhibitors using drug repurposing. J Biomol Struct Dyn 2019; 38:533-547. [PMID: 30938574 DOI: 10.1080/07391102.2019.1590241] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Histone deacetylases (HDACs), a critical family of epigenetic enzymes, has emerged as a promising target for antitumor drugs. Here, we describe our protocol of virtual screening in identification of novel potential HDAC inhibitors through pharmacophore modeling, 3D-QSAR, molecular docking and molecular dynamics (MD) simulation. Considering the limitation of current virtual screening works, drug repurposing strategy was applied to discover druggable HDAC inhibitor. The ligand-based pharmacophore and 3D-QSAR models were established, and their reliability was validated by different methods. Then, the DrugBank database was screened, followed by molecular docking. MD simulation (100 ns) was performed to further study the stability of ligand binding modes. Finally, results indicated the hit DB03889 with high in silico inhibitory potency was suitable for further experimental analysis.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Jian Liu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China.,Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Nanjing, Jiangsu, China.,Jiangsu Key Laboratory for Functional Substances of Chinese Medicine Stake Key Laboratory Cultivation Base for TCM Quality and Efficacy School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Yehua Zhu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Yufang He
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Haohao Zhu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Yi Gao
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Zhi Li
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Junru Zhu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Xinjie Sun
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Fang Fang
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Hongmei Wen
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China.,Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Nanjing, Jiangsu, China.,Jiangsu Key Laboratory for Functional Substances of Chinese Medicine Stake Key Laboratory Cultivation Base for TCM Quality and Efficacy School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Wei Li
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China.,Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Nanjing, Jiangsu, China.,Jiangsu Key Laboratory for Functional Substances of Chinese Medicine Stake Key Laboratory Cultivation Base for TCM Quality and Efficacy School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
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Sangwan R, Rajan R, Mandal PK. HDAC as onco target: Reviewing the synthetic approaches with SAR study of their inhibitors. Eur J Med Chem 2018; 158:620-706. [DOI: 10.1016/j.ejmech.2018.08.073] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2017] [Revised: 01/09/2018] [Accepted: 08/26/2018] [Indexed: 02/06/2023]
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Platinum(IV) prodrugs multiply targeting genomic DNA, histone deacetylases and PARP-1. Eur J Med Chem 2017; 141:211-220. [PMID: 29031068 DOI: 10.1016/j.ejmech.2017.09.074] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 09/17/2017] [Accepted: 09/29/2017] [Indexed: 02/07/2023]
Abstract
Several Pt(IV) prodrugs containing SAA, a histone deacetylases inhibitor, were designed and prepared for multiply targeting genomic DNA, histone deacetylases and PARP-1. The resulting Pt(IV) prodrug had significantly strong antiproliferative activity against the tested cancer cell lines, especially SAA1, derived from the conjugation of cisplatin and SAA, had potent ability to overcome cisplatin resistance. Under the combined action of DNA platination and inhibition of HDACs and PARP-1 activity, the cytotoxic activity of SAA1 was 174-fold higher than cisplatin against cisplatin-resistant SGC7901/CDDP cancer cells. The mechanism of action of SAA1 was preliminarily investigated, in which cellular uptake, cell apoptosis and cell cycle arrest as well as western blot analysis were made by treating SAA1 with SGC7901/CDDP cells. Besides, HDACs inhibition activity and PARP-1 enzyme inhibition of SAA1 were also studied.
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Narita K, Matsuhara K, Itoh J, Akiyama Y, Dan S, Yamori T, Ito A, Yoshida M, Katoh T. Synthesis and biological evaluation of novel FK228 analogues as potential isoform selective HDAC inhibitors. Eur J Med Chem 2016; 121:592-609. [DOI: 10.1016/j.ejmech.2016.05.031] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Revised: 05/14/2016] [Accepted: 05/16/2016] [Indexed: 11/25/2022]
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Manal M, Chandrasekar M, Gomathi Priya J, Nanjan M. Inhibitors of histone deacetylase as antitumor agents: A critical review. Bioorg Chem 2016; 67:18-42. [DOI: 10.1016/j.bioorg.2016.05.005] [Citation(s) in RCA: 143] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2016] [Revised: 04/29/2016] [Accepted: 05/15/2016] [Indexed: 12/11/2022]
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11
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Orally available stilbene derivatives as potent HDAC inhibitors with antiproliferative activities and antitumor effects in human tumor xenografts. Eur J Med Chem 2016; 108:274-286. [DOI: 10.1016/j.ejmech.2015.11.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Revised: 11/05/2015] [Accepted: 11/07/2015] [Indexed: 11/22/2022]
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12
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Design, synthesis and biological evaluation of N-phenylquinazolin-4-amine hybrids as dual inhibitors of VEGFR-2 and HDAC. Eur J Med Chem 2015; 109:1-12. [PMID: 26741358 DOI: 10.1016/j.ejmech.2015.12.033] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Revised: 12/14/2015] [Accepted: 12/16/2015] [Indexed: 01/01/2023]
Abstract
A single agent that simultaneously inhibits multiple targets may offer greater therapeutic benefits in cancer than single-acting agents through interference with multiple pathways and potential synergistic action. In this work, a series of hybrids bearing N-phenylquinazolin-4-amine and hydroxamic acid moieties were designed and identified as dual VEGFR-2/HDAC inhibitors. Compound 6fd exhibited the most potent inhibitory activity against HDAC with IC50 of 2.2 nM and strong inhibitory effect against VEGFR-2 with IC50 of 74 nM. It also showed the most potent inhibitory activity against a human breast cancer cell line MCF-7 with IC50 of 0.85 μM. Docking simulation supported the initial pharmacophoric hypothesis and suggested a common mode of interaction at the active binding sites of VEGFR-2 and HDLP ((Histone Deacetylase-Like Protein), which demonstrates that compound 6fd is a potential agent for cancer therapy deserving further researching.
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Peng FW, Wu TT, Ren ZW, Xue JY, Shi L. Hybrids from 4-anilinoquinazoline and hydroxamic acid as dual inhibitors of vascular endothelial growth factor receptor-2 and histone deacetylase. Bioorg Med Chem Lett 2015; 25:5137-41. [DOI: 10.1016/j.bmcl.2015.10.006] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Revised: 09/29/2015] [Accepted: 10/03/2015] [Indexed: 01/07/2023]
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14
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Zhang Y, Li X, Hou J, Huang Y, Xu W. Design, synthesis, and antitumor evaluation of histone deacetylase inhibitors with L-phenylglycine scaffold. DRUG DESIGN DEVELOPMENT AND THERAPY 2015; 9:5553-67. [PMID: 26504374 PMCID: PMC4603714 DOI: 10.2147/dddt.s94037] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
In our previous research, a novel series of histone deacetylase (HDAC) inhibitors with l-phenylglycine scaffold were designed and synthesized, among which amides D3 and D7 and ureido D18 were far superior to the positive control (suberoylanilide hydroxamic acid [SAHA]) in HDAC inhibition, but were only comparable to SAHA in antiproliferation on tumor cell lines. Herein, further structural derivation of lead compounds D3, D7, and D18 was carried out to improve their cellular activities. Most of our newly synthesized compounds exhibited more potent HDAC inhibitory activities than the positive control SAHA, and several derivatives were even better than their parent compounds. However, compared with SAHA and our lead compounds, only secondary amine series compounds exhibited improved antiproliferative activities, likely due to their appropriate topological polar surface area values and cell permeabilities. In a human histiocytic lymphoma (U937) xenograft model, the most potent secondary amine 9d exhibited similar in vivo antitumor activity to that of SAHA.
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Affiliation(s)
- Yingjie Zhang
- Department of Medicinal Chemistry, School of Pharmacy, Shandong University, Ji'nan, People's Republic of China
| | - Xiaoguang Li
- Department of Medicinal Chemistry, School of Pharmacy, Shandong University, Ji'nan, People's Republic of China
| | - Jinning Hou
- Department of Medicinal Chemistry, School of Pharmacy, Shandong University, Ji'nan, People's Republic of China
| | - Yongxue Huang
- Weifang Bochuang International Biological Medicinal Institute, Weifang, Shandong, People's Republic of China
| | - Wenfang Xu
- Department of Medicinal Chemistry, School of Pharmacy, Shandong University, Ji'nan, People's Republic of China
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