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Srivastava M, Kumari D, Majumder S, Singh N, Mathur R, Maiti TK, Kumar A, Asthana S. Rational Computational Workflow for Structure-Guided Discovery of a Novel USP7 Inhibitor. J Chem Inf Model 2025. [PMID: 40263111 DOI: 10.1021/acs.jcim.4c01400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/24/2025]
Abstract
Rationally applied, structurally guided computational methods hold the promise of identifying potent and distinct chemotypes while enabling the precise targeting of structural determinants. Here, we implemented a computational workflow combining insights from cocrystal poses and monitoring the dynamical structural determinants from our previous studies for the identification of potential candidates against USP7. We identified and tested several diverse chemical scaffolds, which underwent in vitro validation across six cancer cell lines. Among these hits, compound M15, belonging to the benzothiazole chemical class, exhibited remarkable anticancer activities, demonstrating dose-dependent reduction in cancer cell viability across all cell lines and indicating that it is a promising candidate to explore as a potent anticancer drug. Biophysical binding confirms binding of M15 on USP7. M15 also exhibited certain USP7 inhibitory activity, as observed in the enzymatic assay. A comparative cocrystal mining of reported USP7 inhibitors unveiled a distinct binding mode of M15, which nicely cross-corroborated with MD and binding-pose metadynamics simulations. Notably, M15 occupies both the determinants, i.e., BL1 and the allosteric checkpoint, which has not yet been underscored as a druggable site. In essence, our study presents a robust and multifaceted computational method for the discovery and characterization of a novel inhibitor scaffold, exemplified by the identification and mechanistic elucidation of M15 against USP7. This integrated approach not only advances our understanding of USP7 inhibition and underscores mechanistic determinants but also offers promising avenues for the discovery of target-specific therapeutic intervention.
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Affiliation(s)
- Mitul Srivastava
- Computational Biophysics and CADD Group, Computational and Mathematical Biology Centre (CMBC), Translational Health Science and Technology Institute (THSTI), Faridabad 121001, India
- Delhi Pharmaceutical Sciences and Research University (DPSRU), New Delhi 110017, India
| | - Deepika Kumari
- Computational Biophysics and CADD Group, Computational and Mathematical Biology Centre (CMBC), Translational Health Science and Technology Institute (THSTI), Faridabad 121001, India
| | - Sushanta Majumder
- Laboratory of Functional Proteomics, Regional Centre for Biotechnology, NCR Biotech Science Cluster, Faridabad 121001, India
| | - Nitu Singh
- Laboratory of Functional Proteomics, Regional Centre for Biotechnology, NCR Biotech Science Cluster, Faridabad 121001, India
| | - Rajani Mathur
- Delhi Pharmaceutical Sciences and Research University (DPSRU), New Delhi 110017, India
- Delhi Institute of Pharmaceutical Sciences and Research (DIPSAR), New Delhi 110017, India
| | - Tushar Kanti Maiti
- Laboratory of Functional Proteomics, Regional Centre for Biotechnology, NCR Biotech Science Cluster, Faridabad 121001, India
| | - Ajay Kumar
- Computational Biophysics and CADD Group, Computational and Mathematical Biology Centre (CMBC), Translational Health Science and Technology Institute (THSTI), Faridabad 121001, India
| | - Shailendra Asthana
- Computational Biophysics and CADD Group, Computational and Mathematical Biology Centre (CMBC), Translational Health Science and Technology Institute (THSTI), Faridabad 121001, India
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2
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Wang J, Zhang P, Yu Y, Yi Y, Jiang Y, Hu S. Discovery of novel STAT3 inhibitors with anti-breast cancer activity: structure-based virtual screening, molecular dynamics and biological evaluation. RSC Med Chem 2025:d5md00053j. [PMID: 40270994 PMCID: PMC12013508 DOI: 10.1039/d5md00053j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2025] [Accepted: 04/05/2025] [Indexed: 04/25/2025] Open
Abstract
Triple negative breast cancer (TNBC) is a fatal type of breast cancer due to its high recurrence and metastatic potential. Persistent activation of signal transducer and activator of transcription 3 (STAT3) is crucial for TNBC progression, making it an attractive drug target. In this study, two new STAT3 inhibitors with significant anti-TNBC activity, d2 and d10, were identified from 1.67 million candidates through a rapid and cost-effective strategy integrating high-throughput virtual screening (HTVS), molecular mechanics/generalized born surface area (MM/GBSA), and binding pose metadynamics (BPMD) methods. In-depth mechanistic studies revealed that d2 and d10 significantly inhibited cell proliferation and colony formation, induced G1 phase arrest, and reduced migration and invasion of TNBC cells. Moreover, both d2 and d10 were found to inhibit the nuclear translocation and phosphorylation of STAT3. Molecular dynamics simulations further indicated that both compounds can stably bind to STAT3 in the SH2 domain. Additionally, protein-ligand interaction fingerprints (IFPs) of the screened compounds from HTVS were generated to better guide the design and structural optimization of STAT3 inhibitors.
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Affiliation(s)
- Jinhui Wang
- Donghai Laboratory Zhoushan Zhejiang 316021 China
| | - Peijie Zhang
- National Engineering Research Center for Marine Aquaculture, Zhejiang Ocean University Zhoushan Zhejiang 316022 China
| | - Yalin Yu
- Institute of Marine Biology and Pharmacology, Ocean College, Zhejiang University Zhoushan Zhejiang 316021 China
| | - Yan Yi
- Institute of Marine Biology and Pharmacology, Ocean College, Zhejiang University Zhoushan Zhejiang 316021 China
| | - Yongjun Jiang
- School of Food and Pharmacy, Zhejiang Ocean University Zhoushan Zhejiang 316022 China
| | - Shiwei Hu
- National Engineering Research Center for Marine Aquaculture, Zhejiang Ocean University Zhoushan Zhejiang 316022 China
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3
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Wagih N, Abdel-Rahman IM, El-Koussi NA, El-Din A Abuo-Rahma G. Anticancer benzimidazole derivatives as inhibitors of epigenetic targets: a review article. RSC Adv 2025; 15:966-1010. [PMID: 39807197 PMCID: PMC11726184 DOI: 10.1039/d4ra05014b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 12/11/2024] [Indexed: 01/16/2025] Open
Abstract
Cancer is one of the leading causes of morbidity and mortality worldwide. One of the primary causes of cancer development and progression is epigenetic dysregulation, which is a heritable modification that alters gene expression without changing the DNA sequence. Therefore, targeting these epigenetic changes has emerged as a promising therapeutic strategy. Benzimidazole derivatives have gained attention for their potent epigenetic modulatory effects as they interact with various epigenetic targets, including DNA methyltransferases, histone deacetylases and histone methyltransferases. This review provides a comprehensive overview of benzimidazole derivatives that inhibit different acetylation and methylation reader, writer and eraser epigenetic targets. Herein, we emphasize the therapeutic potential of these compounds in developing targeted, less toxic cancer therapies. Presently, some promising benzimidazole derivatives have entered clinical trials and shown great advancements in the fields of hematological and solid malignancy therapies. Accordingly, we highlight the recent advancements in benzimidazole research as epigenetic agents that could pave the way for designing new multi-target drugs to overcome resistance and improve clinical outcomes for cancer patients. This review can help researchers in designing new anticancer benzimidazole derivatives with better properties.
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Affiliation(s)
- Nardin Wagih
- Pharmaceutical Chemistry Department, Faculty of Pharmacy, Deraya University New Minia 61111 Egypt
| | - Islam M Abdel-Rahman
- Pharmaceutical Chemistry Department, Faculty of Pharmacy, Deraya University New Minia 61111 Egypt
| | - Nawal A El-Koussi
- Pharmaceutical Chemistry Department, Faculty of Pharmacy, Deraya University New Minia 61111 Egypt
- Medicinal Chemistry Department, Faculty of Pharmacy, Assiut University 71526 Assiut Egypt
| | - Gamal El-Din A Abuo-Rahma
- Medicinal Chemistry Department, Faculty of Pharmacy, Minia University 61519 Minia Egypt
- Pharmaceutical Chemistry Department, Faculty of Pharmacy, Deraya University New Minia 61111 Egypt
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4
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Singh M, Indurthi DC, Mittal L, Auerbach A, Asthana S. Conformational dynamics of a nicotinic receptor neurotransmitter site. eLife 2024; 13:RP92418. [PMID: 39693137 DOI: 10.7554/elife.92418] [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] [Indexed: 12/19/2024] Open
Abstract
Agonists enhance receptor activity by providing net-favorable binding energy to active over resting conformations, with efficiency (η) linking binding energy to gating. Previously, we showed that in nicotinic receptors, η-values are grouped into five structural pairs, correlating efficacy and affinity within each class, uniting binding with allosteric activation (Indurthi and Auerbach, 2023). Here, we use molecular dynamics (MD) simulations to investigate the low-to-high affinity transition (L→H) at the Torpedo α-δ nicotinic acetylcholine receptor neurotransmitter site. Using four agonists spanning three η-classes, the simulations reveal the structural basis of the L→H transition where: the agonist pivots around its cationic center ('flip'), loop C undergoes staged downward displacement ('flop'), and a compact, stable high-affinity pocket forms ('fix'). The η derived from binding energies calculated in silico matched exact values measured experimentally in vitro. Intermediate states of the orthosteric site during receptor activation are apparent only in simulations, but could potentially be observed experimentally via time-resolved structural studies.
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Affiliation(s)
- Mrityunjay Singh
- Computational Biophysics and CADD Group, Computational and Mathematical Biology Center,Translational Health Science and Technology Institute, Faridabad, India
| | - Dinesh C Indurthi
- Department of Physiology and Biophysics, University at Buffalo, State University of New York, Buffalo, United States
| | - Lovika Mittal
- Computational Biophysics and CADD Group, Computational and Mathematical Biology Center,Translational Health Science and Technology Institute, Faridabad, India
| | - Anthony Auerbach
- Department of Physiology and Biophysics, University at Buffalo, State University of New York, Buffalo, United States
| | - Shailendra Asthana
- Computational Biophysics and CADD Group, Computational and Mathematical Biology Center,Translational Health Science and Technology Institute, Faridabad, India
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Xu Y, Wang Q, Xu G, Xu Y, Mou Y. Screening, optimization, and ADMET evaluation of HCJ007 for pancreatic cancer treatment through active learning and dynamics simulation. Front Chem 2024; 12:1482758. [PMID: 39654652 PMCID: PMC11626003 DOI: 10.3389/fchem.2024.1482758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2024] [Accepted: 11/12/2024] [Indexed: 12/12/2024] Open
Abstract
In this study, we leveraged a sophisticated active learning model to enhance virtual screening for SQLE inhibitors. The model's improved predictive accuracy identified compounds with significant advantages in binding affinity and thermodynamic stability. Detailed analyses, including molecular dynamics simulations and ADMET profiling, were conducted, particularly focusing on compounds CMNPD11566 and its derivative HCJ007. CMNPD11566 showed stable interactions with SQLE, while HCJ007 exhibited improved binding stability and more frequent interactions with key residues, indicating enhanced dynamic adaptability and overall binding effectiveness. ADMET data comparison highlighted HCJ007s superior profile in terms of lower toxicity and better drug-likeness. Our findings suggest HCJ007 as a promising candidate for SQLE inhibition, with significant improvements over CMNPD11566 in various pharmacokinetic and safety parameters. The study underscores the efficacy of computational models in drug discovery and the importance of comprehensive preclinical evaluations.
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Affiliation(s)
- YunYun Xu
- General Surgery, Cancer Center, Department of Gastrointestinal and Pancreatic Surgery, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Qiang Wang
- General Surgery, Tiantai People’s Hospital, Taizhou, Zhejiang, China
| | - GaoQiang Xu
- General Surgery, Tiantai People’s Hospital, Taizhou, Zhejiang, China
| | - YouJian Xu
- General Surgery, Tiantai People’s Hospital, Taizhou, Zhejiang, China
| | - YiPing Mou
- General Surgery, Cancer Center, Department of Gastrointestinal and Pancreatic Surgery, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China
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Gaur KK, Asuru TR, Srivastava M, Singh N, Purushotham N, Poojary B, Das B, Bhattacharyya S, Asthana S, Guchhait P. 7D, a small molecule inhibits dengue infection by increasing interferons and neutralizing-antibodies via CXCL4:CXCR3:p38:IRF3 and Sirt1:STAT3 axes respectively. EMBO Mol Med 2024; 16:2376-2401. [PMID: 39284947 PMCID: PMC11473809 DOI: 10.1038/s44321-024-00137-8] [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: 12/30/2023] [Revised: 08/28/2024] [Accepted: 08/29/2024] [Indexed: 10/16/2024] Open
Abstract
There are a limited number of effective vaccines against dengue virus (DENV) and significant efforts are being made to develop potent anti-virals. Previously, we described that platelet-chemokine CXCL4 negatively regulates interferon (IFN)-α/β synthesis and promotes DENV2 replication. An antagonist to CXCR3 (CXCL4 receptor) reversed it and inhibited viral replication. In a concurrent search, we identified CXCR3-antagonist from our compound library, namely 7D, which inhibited all serotypes of DENV in vitro. With a half-life of ~2.85 h in plasma and no significant toxicity, 7D supplementation (8 mg/kg-body-weight) to DENV2-infected IFNα/β/γR-/-AG129 or wild-type C57BL6 mice increased synthesis of IFN-α/β and IFN-λ, and rescued disease symptoms like thrombocytopenia, leukopenia and vascular-leakage, with improved survival. 7D, having the property to inhibit Sirt-1 deacetylase, promoted acetylation and phosphorylation of STAT3, which in-turn increased plasmablast proliferation, germinal-center maturation and synthesis of neutralizing-antibodies against DENV2 in mice. A STAT3-inhibitor successfully inhibited these effects of 7D. Together, these observations identify compound 7D as a stimulator of IFN-α/β/λ synthesis via CXCL4:CXCR3:p38:IRF3 signaling, and a booster for neutralizing-antibody generation by promoting STAT3-acetylation in plasmablasts, capable of protecting dengue infection.
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Affiliation(s)
- Kishan Kumar Gaur
- Regional Centre for Biotechnology, National Capital Region Biotech Science Cluster, Faridabad, Haryana, India
| | - Tejeswara Rao Asuru
- Regional Centre for Biotechnology, National Capital Region Biotech Science Cluster, Faridabad, Haryana, India
| | - Mitul Srivastava
- Translational Health Science Technology Institute, National Capital Region Biotech Science Cluster, Faridabad, Haryana, India
| | - Nitu Singh
- Regional Centre for Biotechnology, National Capital Region Biotech Science Cluster, Faridabad, Haryana, India
| | - Nikil Purushotham
- Department of Studies in Chemistry, Mangalore University, Mangalagangotri, Karnataka, India
| | - Boja Poojary
- Department of Studies in Chemistry, Mangalore University, Mangalagangotri, Karnataka, India
| | - Bhabatosh Das
- Translational Health Science Technology Institute, National Capital Region Biotech Science Cluster, Faridabad, Haryana, India
| | - Sankar Bhattacharyya
- Translational Health Science Technology Institute, National Capital Region Biotech Science Cluster, Faridabad, Haryana, India
| | - Shailendra Asthana
- Translational Health Science Technology Institute, National Capital Region Biotech Science Cluster, Faridabad, Haryana, India.
| | - Prasenjit Guchhait
- Regional Centre for Biotechnology, National Capital Region Biotech Science Cluster, Faridabad, Haryana, India.
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7
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Liu S, Wang Z, Hu L, Ye C, Zhang X, Zhu Z, Li J, Shen Q. Pan-cancer analysis of super-enhancer-induced LINC00862 and validation as a SIRT1-promoting factor in cervical cancer and gastric cancer. Transl Oncol 2024; 45:101982. [PMID: 38718436 PMCID: PMC11097084 DOI: 10.1016/j.tranon.2024.101982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 04/18/2024] [Accepted: 04/30/2024] [Indexed: 05/19/2024] Open
Abstract
Immune checkpoints inhibitors are effective but it needs more precise biomarkers for patient selection. We explored the biological significance of LINC00862 in pan-cancer by bioinformatics. And we studied its regulatory mechanisms using chromatin immunoprecipitation and RNA immunoprecipitation assays etc. TCGA and single-cell sequencing data analysis indicated that LINC00862 was overexpressed in the majority of tumor and stromal cells, which was related with poor prognosis. LINC00862 expression was related with immune cell infiltration and immune checkpoints expression, and had a high predictive value for immunotherapy efficacy. Mechanistically, LINC00862 competitively bound to miR-29c-3p to unleash SIRT1's tumor-promoting function. SIRT1 inhibitor-EX527 were screened by virtual screening and verified by in vitro and vivo assays. Notably, acetyltransferase P300-mediated super-enhancer activity stimulated LINC00862 transcription. Collectively, LINC00862 could be a diagnostic and prognostic biomarker. LINC00862 could also be a predictive biomarker for immunotherapy efficacy. Super-enhancer activity is the driver for LINC00862 overexpression in cervical cancer and gastric cancer.
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Affiliation(s)
- Shaojun Liu
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, Anhui, China
| | - Zhaohui Wang
- Department of Pathology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, Anhui, China
| | - Lei Hu
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, Anhui, China
| | - Chao Ye
- Department of Gastroenterology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, Anhui, China
| | - Xubin Zhang
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, Anhui, China
| | - Zhiqiang Zhu
- Department of General Surgery, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, Anhui, China
| | - Jiaqiu Li
- Clinical Research Center, Affiliated Hospital of Shandong Second Medical University, Shandong Second Medical University, Weifang 261031, Shandong, China.
| | - Qi Shen
- Department of Radiation Oncology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, Anhui, China.
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8
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Sontakke AD, Gupta P, Banerjee SK, Purkait MK. Chitosan-grafted folic acid decorated one-dimensional GONS: A biocompatible drug cargo for targeted co-delivery of anticancer agents. Int J Biol Macromol 2024; 271:132621. [PMID: 38795890 DOI: 10.1016/j.ijbiomac.2024.132621] [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: 10/13/2023] [Revised: 05/01/2024] [Accepted: 05/22/2024] [Indexed: 05/28/2024]
Abstract
In conventional chemotherapy, the cancer cells can become highly resilient due to a phenomenon known as multi-drug resistance (MDR). The co-delivery of chemotherapeutic agents assisted with novel nanocarrier-based targeted DDS may counter the MDR issues and subsequently improve their therapeutic efficacy. In line with this, the present work deals with the development of 1D graphene oxide nanoscrolls (GONS)-based nano delivery system for co-delivery of chemosensitizer along with the chemotherapeutic agent. Herein, the 1D GONS nanocarrier was initially functionalized with chitosan (CS) biopolymer and folic acid (FA) further to enhance their biocompatibility and target-specific co-delivery. The resultant GONS-CS-FA (GCF) nanocarriers were co-loaded with doxorubicin (DOX) and caffeic acid (CA) at different weight proportions with respect to nanocarrier and drug composition. The optimum loading efficiency of 51.14 ± 1.47 % (DOX) and 49.70 ± 1.19 % (CA) was observed for GCF: drug ratio of 2.5 with drug composition of 1:1. In vitro release at pH 5 yielded ~83 % DOX and 75 % CA, compared to ~71 % DOX and 61 % CA at pH 7.4 over 7 days, suggesting a higher and targeted drug release in the cancer microenvironment. Cytotoxicity tests revealed selective apoptosis in cancer cells (A549) while maintaining cytocompatibility with normal cells (HEK293).
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Affiliation(s)
- Ankush D Sontakke
- Department of Chemical Engineering, Indian Institute of Technology Guwahati, Guwahati, Assam 781039, India
| | - Paras Gupta
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research (NIPER)-Guwahati, Guwahati, Assam 781039, India
| | - Sanjay K Banerjee
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research (NIPER)-Guwahati, Guwahati, Assam 781039, India
| | - Mihir K Purkait
- Department of Chemical Engineering, Indian Institute of Technology Guwahati, Guwahati, Assam 781039, India.
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9
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Scarano N, Brullo C, Musumeci F, Millo E, Bruzzone S, Schenone S, Cichero E. Recent Advances in the Discovery of SIRT1/2 Inhibitors via Computational Methods: A Perspective. Pharmaceuticals (Basel) 2024; 17:601. [PMID: 38794171 PMCID: PMC11123952 DOI: 10.3390/ph17050601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Revised: 05/03/2024] [Accepted: 05/05/2024] [Indexed: 05/26/2024] Open
Abstract
Sirtuins (SIRTs) are classified as class III histone deacetylases (HDACs), a family of enzymes that catalyze the removal of acetyl groups from the ε-N-acetyl lysine residues of histone proteins, thus counteracting the activity performed by histone acetyltransferares (HATs). Based on their involvement in different biological pathways, ranging from transcription to metabolism and genome stability, SIRT dysregulation was investigated in many diseases, such as cancer, neurodegenerative disorders, diabetes, and cardiovascular and autoimmune diseases. The elucidation of a consistent number of SIRT-ligand complexes helped to steer the identification of novel and more selective modulators. Due to the high diversity and quantity of the structural data thus far available, we reviewed some of the different ligands and structure-based methods that have recently been used to identify new promising SIRT1/2 modulators. The present review is structured into two sections: the first includes a comprehensive perspective of the successful computational approaches related to the discovery of SIRT1/2 inhibitors (SIRTIs); the second section deals with the most interesting SIRTIs that have recently appeared in the literature (from 2017). The data reported here are collected from different databases (SciFinder, Web of Science, Scopus, Google Scholar, and PubMed) using "SIRT", "sirtuin", and "sirtuin inhibitors" as keywords.
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Affiliation(s)
- Naomi Scarano
- Department of Pharmacy, Section of Medicinal Chemistry, School of Medical and Pharmaceutical Sciences, University of Genoa, Viale Benedetto XV, 3, 16132 Genoa, Italy; (N.S.); (F.M.); (S.S.)
| | - Chiara Brullo
- Department of Pharmacy, Section of Medicinal Chemistry, School of Medical and Pharmaceutical Sciences, University of Genoa, Viale Benedetto XV, 3, 16132 Genoa, Italy; (N.S.); (F.M.); (S.S.)
| | - Francesca Musumeci
- Department of Pharmacy, Section of Medicinal Chemistry, School of Medical and Pharmaceutical Sciences, University of Genoa, Viale Benedetto XV, 3, 16132 Genoa, Italy; (N.S.); (F.M.); (S.S.)
| | - Enrico Millo
- Department of Experimental Medicine, Section of Biochemistry, University of Genoa, Viale Benedetto XV 1, 16132 Genoa, Italy; (E.M.); (S.B.)
| | - Santina Bruzzone
- Department of Experimental Medicine, Section of Biochemistry, University of Genoa, Viale Benedetto XV 1, 16132 Genoa, Italy; (E.M.); (S.B.)
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Silvia Schenone
- Department of Pharmacy, Section of Medicinal Chemistry, School of Medical and Pharmaceutical Sciences, University of Genoa, Viale Benedetto XV, 3, 16132 Genoa, Italy; (N.S.); (F.M.); (S.S.)
| | - Elena Cichero
- Department of Pharmacy, Section of Medicinal Chemistry, School of Medical and Pharmaceutical Sciences, University of Genoa, Viale Benedetto XV, 3, 16132 Genoa, Italy; (N.S.); (F.M.); (S.S.)
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10
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Agarwal S, Saha S, Ghosh R, Sarmadhikari D, Asthana S, Maiti TK, Khadgawat R, Guchhait P. Elevated glycosylation of CD36 in platelets is a risk factor for oxLDL-mediated platelet activation in type 2 diabetes. FEBS J 2024; 291:376-391. [PMID: 37845743 DOI: 10.1111/febs.16976] [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: 06/27/2023] [Revised: 08/19/2023] [Accepted: 10/12/2023] [Indexed: 10/18/2023]
Abstract
Platelet activation and related cardiovascular complications are the hallmarks of type 2 diabetes (T2D). We investigated the mechanism of platelet activation in T2D using MS-based identification of differentially expressed platelet proteins with a focus on glycosylated forms. Glycosylation is considered one of the common post-translational modifications in T2D, and N/O-linked glycosylation of glycoproteins (GPs)/integrins is known to play crucial roles in platelet activation. Our platelet proteome data revealed elevated levels of GPs GPIbα, GPIIbIIIa, GPIV (CD36), GPV and integrins in T2D patients. T2D platelets had elevated N-linked glycosylation of CD36 at asparagine (Asn)408,417 . Enrichment analysis revealed a close association of glycosylated CD36 with thrombospondin-1, fibrinogen and SERPINA1 in T2D platelets. The glycosylation of CD36 has previously been reported to increase cellular uptake of long-chain fatty acids. Our in silico molecular docking data also showed a favorable binding of cholesterol with glycosylated Asn417 CD36 compared to the non-glycosylated form. We further investigated the CD36:LDL cholesterol axis in T2D. Elevated levels of oxidized-low density lipoprotein (oxLDL) were found to cause significant platelet activation via CD36-mediated stimulation of Lyn-JNK signaling. Sulfo-N-succinimidyl oleate, an inhibitor of CD36, effectively inhibited oxLDL-mediated platelet activation and adhesion in vitro. Our study suggests increased glycosylation of CD36 in T2D platelets as a potential route for oxLDL-mediated platelet activation. The oxLDL:CD36 axis may thus be exploited as a prospective target to develop therapeutics against thrombosis in T2D.
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Affiliation(s)
- Sakshi Agarwal
- Regional Centre for Biotechnology, National Capital Region Biotech Science Cluster, Faridabad, India
| | - Sandhini Saha
- Regional Centre for Biotechnology, National Capital Region Biotech Science Cluster, Faridabad, India
| | - Riya Ghosh
- Regional Centre for Biotechnology, National Capital Region Biotech Science Cluster, Faridabad, India
| | - Debapriyo Sarmadhikari
- Translational Health Science Technology Institute, National Capital Region Biotech Science Cluster, Faridabad, India
| | - Shailendra Asthana
- Translational Health Science Technology Institute, National Capital Region Biotech Science Cluster, Faridabad, India
| | - Tushar K Maiti
- Regional Centre for Biotechnology, National Capital Region Biotech Science Cluster, Faridabad, India
| | | | - Prasenjit Guchhait
- Regional Centre for Biotechnology, National Capital Region Biotech Science Cluster, Faridabad, India
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11
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Mittal L, Tonk RK, Awasthi A, Asthana S. Harnessing the druggability at orthosteric and allosteric sites of PD-1 for small molecule discovery by an integrated in silico pipeline. Comput Biol Chem 2023; 107:107965. [PMID: 37826990 DOI: 10.1016/j.compbiolchem.2023.107965] [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: 06/08/2023] [Revised: 09/06/2023] [Accepted: 09/25/2023] [Indexed: 10/14/2023]
Abstract
The PD-1/PD-L1 interaction is a promising target for small molecule inhibitors in cancer immunotherapy, but targeting this interface has been challenging. While efforts have been made to identify compounds that target the orthosteric sites, no reports have explored the potential of small molecules to target the allosteric region of PD-1. Therefore, our study aims to establish a pipeline to identify small molecules that can effectively bind to either the orthosteric or allosteric pockets of PD-1. We categorized the PD-1 interface into two hot-spot zones (P-and N-zones) based on extensive analysis of its structural, dynamical, and energetic properties. These zones correspond to the orthosteric and allosteric PPI sites, respectively, targeted by monoclonal antibodies. We used a guided virtual screening workflow to identify hits from ∼7 million compounds library, which were then clustered based on structural similarity and assessed by interaction fingerprinting. The selective and diverse chemical representatives were subjected to MD simulations and binding energetics calculations to filter out false positives and identify actual binders. Binding poses metadynamics calculations confirmed the stability of the final hits in the pocket. This study emphasizes the need for an integrated pipeline that uses molecular dynamics simulations and binding energetics to identify potential binders for the dynamic PD-1/PD-L1 interface, due to the lack of small molecule co-crystals. Only a few potential binders were discovered from a large pool of molecules targeting both the allosteric and orthosteric zones. Our results suggest that the allosteric site has more potential than the orthosteric site for inhibitor design. The identified "computational hits" hold potential as starting points for in vitro evaluations followed by hit-to-lead optimization. Overall, this study represents an effort to establish a computational pipeline for exploring and enriching both the allosteric and orthosteric sites of PPI interfaces, "a tough but indispensable nut to crack".
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Affiliation(s)
- Lovika Mittal
- Computational Biophysics and CADD group, Computational and Mathematical Biology Center (CMBC), Translational Health Science and Technology Institute (THSTI), Faridabad, Haryana, India; Delhi Pharmaceutical Science Research University (DPSRU), New Delhi, India
| | - Rajiv K Tonk
- Delhi Pharmaceutical Science Research University (DPSRU), New Delhi, India
| | - Amit Awasthi
- Computational Biophysics and CADD group, Computational and Mathematical Biology Center (CMBC), Translational Health Science and Technology Institute (THSTI), Faridabad, Haryana, India
| | - Shailendra Asthana
- Computational Biophysics and CADD group, Computational and Mathematical Biology Center (CMBC), Translational Health Science and Technology Institute (THSTI), Faridabad, Haryana, India.
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Paula Ceballos M, Darío Quiroga A, Palma NF. Role of sirtuins in hepatocellular carcinoma progression and multidrug resistance: Mechanistical and pharmacological perspectives. Biochem Pharmacol 2023; 212:115573. [PMID: 37127248 DOI: 10.1016/j.bcp.2023.115573] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 04/20/2023] [Accepted: 04/24/2023] [Indexed: 05/03/2023]
Abstract
Hepatocellular carcinoma (HCC) is the third most common cause of death from cancer worldwide. Therapeutic strategies are still challenging due to the high relapse rate after surgery and multidrug resistance (MDR). It is essential to better understand the mechanisms for HCC progression and MDR for the development of new therapeutic strategies. Mammalian sirtuins (SIRTs), a family of seven members, are related to tumor progression, MDR and prognosis and were proposed as potential prognostic markers, as well as therapeutic targets for treating cancer. SIRT1 is the most studied member and is overexpressed in HCC, playing an oncogenic role and predicting poor prognosis. Several manuscripts describe the role of SIRTs2-7 in HCC; most of them report an oncogenic role for SIRT2 and -7 and a suppressive role for SIRT3 and -4. The scenario is more confusing for SIRT5 and -6, since information is contradictory and scarce. For SIRT1 many inhibitors are available and they seem to hold therapeutic promise in HCC. For the other members the development of specific modulators has just started. This review is aimed to describe the features of SIRTs1-7 in HCC, and the role they play in the onset and progression of the disease. Also, when possible, we will depict the information related to the SIRTs modulators that have been tested in HCC and their possible implication in MDR. With this, we hope to clarify the role of each member in HCC and to shed some light on the most successful strategies to overcome MDR.
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Affiliation(s)
- María Paula Ceballos
- Instituto de Fisiología Experimental (IFISE), Facultad de Ciencias Bioquímicas y Farmacéuticas, CONICET, UNR, Suipacha 70 (S2002LRL), Rosario, Argentina.
| | - Ariel Darío Quiroga
- Instituto de Fisiología Experimental (IFISE), Facultad de Ciencias Bioquímicas y Farmacéuticas, CONICET, UNR, Suipacha 70 (S2002LRL), Rosario, Argentina; Área Morfología, Facultad de Ciencias Bioquímicas y Farmacéuticas, UNR, Suipachs 570 (S2002LRL), Rosario, Argentina; Centro de Altos Estudios en Ciencias Humanas y de la Salud (CAECIHS) Sede Regional Rosario, Universidad Abierta Interamericana, Av. Pellegrini 1618 (S2000BUG), Rosario, Argentina
| | - Nicolás Francisco Palma
- Instituto de Fisiología Experimental (IFISE), Facultad de Ciencias Bioquímicas y Farmacéuticas, CONICET, UNR, Suipacha 70 (S2002LRL), Rosario, Argentina; Área Morfología, Facultad de Ciencias Bioquímicas y Farmacéuticas, UNR, Suipachs 570 (S2002LRL), Rosario, Argentina
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Singh P, Rawat S, Agrahari AK, Singh M, Chugh S, Gurcha S, Singh A, Abrahams K, Besra GS, Asthana S, Rawat DS, Singh R. NSC19723, a Thiacetazone-Like Benzaldehyde Thiosemicarbazone Improves the Efficacy of TB Drugs In Vitro and In Vivo. Microbiol Spectr 2022; 10:e0259222. [PMID: 36314972 PMCID: PMC9769743 DOI: 10.1128/spectrum.02592-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 08/31/2022] [Indexed: 12/24/2022] Open
Abstract
The complexity and duration of tuberculosis (TB) treatment contributes to the emergence of drug resistant tuberculosis (DR-TB) and drug-associated side effects. Alternate chemotherapeutic agents are needed to shorten the time and improve efficacy of current treatment. In this study, we have assessed the antitubercular activity of NSC19723, a benzaldehyde thiosemicarbazone molecule. NSC19723 is structurally similar to thiacetazone (TAC), a second-line anti-TB drug used to treat individuals with DR-TB. NSC19723 displayed better MIC values than TAC against Mycobacterium tuberculosis and Mycobacterium bovis BCG. In our checkerboard experiments, NSC19723 displayed better profiles than TAC in combination with known first-line and recently approved drugs. Mechanistic studies revealed that NSC19723 inhibits mycolic acid biosynthesis by targeting the HadABC complex. Computational studies revealed that the binding pocket of HadAB is similarly occupied by NSC19723 and TAC. NSC19723 also improved the efficacy of isoniazid in macrophages and mouse models of infection. Cumulatively, we have identified a benzaldehyde thiosemicarbazone scaffold that improved the activity of TB drugs in liquid cultures, macrophages, and mice. IMPORTANCE Mycobacterium tuberculosis, the causative agent of TB is among the leading causes of death among infectious diseases in humans. This situation has worsened due to the failure of BCG vaccines and the increased number of cases with HIV-TB coinfections and drug-resistant strains. Another challenge in the field is the lengthy duration of therapy for drug-sensitive and -resistant TB. Here, we have deciphered the mechanism of action of NSC19723, benzaldehyde thiosemicarbazone. We show that NSC19723 targets HadABC complex and inhibits mycolic acid biosynthesis. We also show that NSC19723 enhances the activity of known drugs in liquid cultures, macrophages, and mice. We have also performed molecular docking studies to identify the interacting residues of HadAB with NSC19723. Taken together, we demonstrate that NSC19723, a benzaldehyde thiosemicarbazone, has better antitubercular activity than thiacetazone.
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Affiliation(s)
- Padam Singh
- Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, Haryana, India
| | - Srishti Rawat
- Department of Chemistry, University of Delhi, Delhi, India
| | - Ashish Kumar Agrahari
- Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, Haryana, India
| | - Manisha Singh
- Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, Haryana, India
| | - Saurabh Chugh
- Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, Haryana, India
| | - Sudagar Gurcha
- Institute of Microbiology and Infection, School of Biosciences, University of Birmingham, Birmingham, United Kingdom
| | - Albel Singh
- Institute of Microbiology and Infection, School of Biosciences, University of Birmingham, Birmingham, United Kingdom
| | - Katherine Abrahams
- Institute of Microbiology and Infection, School of Biosciences, University of Birmingham, Birmingham, United Kingdom
| | - Gurdyal S. Besra
- Institute of Microbiology and Infection, School of Biosciences, University of Birmingham, Birmingham, United Kingdom
| | - Shailendra Asthana
- Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, Haryana, India
| | - Diwan S. Rawat
- Department of Chemistry, University of Delhi, Delhi, India
| | - Ramandeep Singh
- Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, Haryana, India
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Fabitha K, Chandrakanth M, Pramod RN, Arya CG, Li Y, Banothu J. Recent Developments in the Synthesis of Indole‐Pyrazole Hybrids. ChemistrySelect 2022. [DOI: 10.1002/slct.202201064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- K. Fabitha
- Department of Chemistry National Institute of Technology Calicut Kozhikode 673601 Kerala India
| | - Munugala Chandrakanth
- Department of Chemistry National Institute of Technology Calicut Kozhikode 673601 Kerala India
| | - Rakendu N. Pramod
- Department of Chemistry National Institute of Technology Calicut Kozhikode 673601 Kerala India
| | - C. G. Arya
- Department of Chemistry National Institute of Technology Calicut Kozhikode 673601 Kerala India
| | - Yupeng Li
- Masonic Cancer Center and Department of Medicinal Chemistry University of Minnesota Minneapolis Minnesota 55455 United States
| | - Janardhan Banothu
- Department of Chemistry National Institute of Technology Calicut Kozhikode 673601 Kerala India
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