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Modi P, Patel S, Chhabria M. Discovery of newer pyrazole derivatives with potential anti-tubercular activity via 3D-QSAR based pharmacophore modelling, virtual screening, molecular docking and molecular dynamics simulation studies. Mol Divers 2023; 27:1547-1566. [PMID: 35969333 DOI: 10.1007/s11030-022-10511-8] [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: 05/10/2022] [Accepted: 07/30/2022] [Indexed: 11/28/2022]
Abstract
Tuberculosis is one of the leading causes of death of at least one million people annually. The deadliest infectious disease has caused more than 120 million deaths in humans since 1882. The cell wall structure of Mycobacterium tuberculosis is important for survival in the host environment. InhA is the foremost target for the development of novel anti-tubercular agents. Therefore, we report pharmacophore-based virtual screening (ZINC and ASINEX databases) and molecular docking study (PDB Code: 4TZK) to identify and design potent inhibitors targeting to InhA. A five-point pharmacophore model AADHR_1 (with R2 = 0.97 and Q2 = 0.77) was developed by using 47 compounds with its reported MIC values. Further, to identify and design potent hit molecules based on lead identification and modification, generated hypothesis employed for virtual screening using ZINC and ASINEX databases. Predicted pyrazole derivatives further gauged for drug likeliness and docked against enoyl acyl carrier protein reductase to categorize the essential amino acid interactions to the active site of the enzyme. Structure elucidation of these synthesized compounds was carried out using IR, MS, 1H-NMR and 13C-NMR spectroscopy. Amongst all the synthesized compounds, some of the compounds 5a, 5c, 5d and 5e were found to be potent with their MIC ranging from 2.23 to 4.61 µM. Based on preliminary anti-tubercular activity synthesized potent molecules were further assessed for MDR-TB, XDR-TB and cytotoxic study.
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Affiliation(s)
- Palmi Modi
- Department of Pharmaceutical Chemistry, L. M. College of Pharmacy, Ahmedabad, Gujarat, 380009, India
- L. J. Institute of Pharmacy, L J University, Ahmedabad, Gujarat, 382 210, India
| | - Shivani Patel
- Department of Pharmaceutical Chemistry, L. M. College of Pharmacy, Ahmedabad, Gujarat, 380009, India
- Division of Biological and Life Sciences, Ahmedabad University, Ahmedabad, Gujarat, 380009, India
| | - Mahesh Chhabria
- Department of Pharmaceutical Chemistry, L. M. College of Pharmacy, Ahmedabad, Gujarat, 380009, India.
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2
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Ciccone L, Piragine E, Brogi S, Camodeca C, Fucci R, Calderone V, Nencetti S, Martelli A, Orlandini E. Resveratrol-like Compounds as SIRT1 Activators. Int J Mol Sci 2022; 23:ijms232315105. [PMID: 36499460 PMCID: PMC9738298 DOI: 10.3390/ijms232315105] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 11/24/2022] [Accepted: 11/25/2022] [Indexed: 12/05/2022] Open
Abstract
The sirtuin 1 (SIRT1) activator resveratrol has emerged as a promising candidate for the prevention of vascular oxidative stress, which is a trigger for endothelial dysfunction. However, its clinical use is limited by low oral bioavailability. In this work, we have applied a previously developed computational protocol to identify the most promising derivatives from our in-house chemical library of resveratrol derivatives. The most promising compounds in terms of SIRT1 activation and oral bioavailability, predicted in silico, were evaluated for their ability to activate the isolated SIRT1 enzyme. Then, we assessed the antioxidant effects of the most effective derivative, compound 3d, in human umbilical vein endothelial cells (HUVECs) injured with H2O2 100 µM. The SIRT1 activator 3d significantly preserved cell viability and prevented an intracellular reactive oxygen species increase in HUVECs exposed to the oxidative stimulus. Such effects were partially reduced in the presence of a sirtuin inhibitor, sirtinol, confirming the potential role of sirtuins in the activity of resveratrol and its derivatives. Although 3d appeared less effective than resveratrol in activating the isolated enzyme, the effects exhibited by both compounds in HUVECs were almost superimposable, suggesting a higher ability of 3d to cross cell membranes and activate the intracellular target SIRT1.
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Affiliation(s)
- Lidia Ciccone
- Department of Pharmacy, University of Pisa, Via Bonanno 6, 56126 Pisa, Italy
- Center for Instrument Sharing, University of Pisa (CISUP), Lungarno Pacinotti 43, 56126 Pisa, Italy
| | - Eugenia Piragine
- Department of Pharmacy, University of Pisa, Via Bonanno 6, 56126 Pisa, Italy
| | - Simone Brogi
- Department of Pharmacy, University of Pisa, Via Bonanno 6, 56126 Pisa, Italy
| | - Caterina Camodeca
- Department of Pharmacy, University of Pisa, Via Bonanno 6, 56126 Pisa, Italy
| | - Raffaele Fucci
- Department of Pharmacy, University of Pisa, Via Bonanno 6, 56126 Pisa, Italy
| | - Vincenzo Calderone
- Department of Pharmacy, University of Pisa, Via Bonanno 6, 56126 Pisa, Italy
- Center for Instrument Sharing, University of Pisa (CISUP), Lungarno Pacinotti 43, 56126 Pisa, Italy
| | - Susanna Nencetti
- Department of Pharmacy, University of Pisa, Via Bonanno 6, 56126 Pisa, Italy
- Center for Instrument Sharing, University of Pisa (CISUP), Lungarno Pacinotti 43, 56126 Pisa, Italy
- Correspondence: (S.N.); (A.M.)
| | - Alma Martelli
- Department of Pharmacy, University of Pisa, Via Bonanno 6, 56126 Pisa, Italy
- Center for Instrument Sharing, University of Pisa (CISUP), Lungarno Pacinotti 43, 56126 Pisa, Italy
- Correspondence: (S.N.); (A.M.)
| | - Elisabetta Orlandini
- Department of Earth Science, University of Pisa, Via Santa Maria 53, 56126 Pisa, Italy
- Research Centre E. Piaggio, University of Pisa, 56126 Pisa, Italy
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Gao J, Wang Y, Li K, Zhang J, Geng X. Comparative analysis of compound NSC13728 as Omomyc homodimer stabilizer by molecular dynamics simulation and MM/GBSA free energy calculation. J Mol Model 2022; 28:92. [PMID: 35294626 DOI: 10.1007/s00894-022-05082-2] [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: 10/07/2021] [Accepted: 03/02/2022] [Indexed: 10/18/2022]
Abstract
Myc is a master transcriptional regulator that controls almost all cellular processes, whose function is dependent on dimerization with its obligate partner Max. Stabilization of Max homodimer by small molecules (such as compound NSC13728) has proven an effective way to reduce the availability of Myc-Max dimer. Omomyc, a peptide inhibitor of Myc, is able to form Omomyc homodimer, which can competitively inhibit the binding of Myc-Max to the E-box of DNA. Considering the high amino acid sequence homology between Omomyc and Max, we put forward the hypothesis that Max-Max stabilizers could stabilize the Omomyc homodimer. Hence, through molecular dynamics (MD) simulation and molecular mechanics/generalized Born surface area (MM/GBSA) free energy calculation, we discovered that the stability of Omomyc-Omomyc is remarkably higher than that of Max-Max. Moreover, after adding the compound NSC13728 into the well-defined "Site 3," the binding affinity between two Omomyc monomers can be further increased. Compound NSC13728 has stronger binding interaction to Omomyc-Omomyc than to Max-Max. "Site 3" of Omomyc is more hydrophobic than that of Max, which enlightens us that the more potent Omomyc-Omomyc stabilizers may be hydrophobic in structure.
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Affiliation(s)
- Jian Gao
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, Jiangsu, 221,004, PR, China.
| | - Yinchuan Wang
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, Jiangsu, 221,004, PR, China
| | - Kaihang Li
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, Jiangsu, 221,004, PR, China
| | - Jinyuan Zhang
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, Jiangsu, 221,004, PR, China
| | - Xiaoju Geng
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, Jiangsu, 221,004, PR, China
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Qu Z, Li K, Geng X, Huang B, Gao J. Computational Insights Into the Effects of the R190K and N121Q Mutations on the SARS-CoV-2 Spike Complex With Biliverdin. Front Mol Biosci 2021; 8:791885. [PMID: 34966787 PMCID: PMC8711121 DOI: 10.3389/fmolb.2021.791885] [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: 10/09/2021] [Accepted: 11/15/2021] [Indexed: 11/13/2022] Open
Abstract
The SARS-CoV-2 spike has been regarded as the main target of antibody design against COVID-19. Two single-site mutations, R190K and N121Q, were deemed to weaken the binding affinity of biliverdin although the underlying molecular mechanism is still unknown. Meanwhile, the effect of the two mutations on the conformational changes of “lip” and “gate” loops was also elusive. Thus, molecular dynamics simulation and molecular mechanics/generalized Born surface area (MM/GBSA) free energy calculation were conducted on the wild-type and two other SARS-CoV-2 spike mutants. Our simulations indicated that the R190K mutation causes Lys190 to form six hydrogen bonds, guided by Asn99 and Ile101, which brings Lys190 closer to Arg102 and Asn121, thereby weakening the interaction energy between biliverdin and Ile101 as well as Lys190. For the N121Q mutation, Gln121 still maintained a hydrogen bond with biliverdin; nevertheless, the overall binding mode deviated significantly under the reversal of the side chain of Phe175. Moreover, the two mutants would stabilize the lip loop, which would restrain the meaningful upward movement of the lip. In addition, N121Q significantly promoted the gate loop deviating to the biliverdin binding site and compressed the site. This work would be useful in understanding the dynamics binding biliverdin to the SARS-CoV-2 spike.
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Affiliation(s)
- Zhiyuan Qu
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, China
| | - Kaihang Li
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, China
| | - Xiaoju Geng
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, China
| | - Bo Huang
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, China
| | - Jian Gao
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, China.,Xuzhou Medical University Technology Transfer Center Co., Ltd., Xuzhou Medical University, Xuzhou, China
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Flori L, Petrarolo G, Brogi S, La Motta C, Testai L, Calderone V. Identification of novel SIRT1 activators endowed with cardioprotective profile. Eur J Pharm Sci 2021; 165:105930. [PMID: 34265406 DOI: 10.1016/j.ejps.2021.105930] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 06/16/2021] [Accepted: 07/03/2021] [Indexed: 12/25/2022]
Abstract
Drugs targeting epigenetic mechanisms are attracting the attention of scientists since it was observed that the modulation of this post-translational apparatus, could help to identify innovative therapeutic strategies. Among the epigenetic druggable targets, the positive modulation of SIRT1 has also been related to significant cardioprotective effects. Unfortunately, actual SIRT1 activators (natural products and synthetic molecules) suffer from several drawbacks, particularly poor pharmacokinetic profiles. Accordingly, in this article we present the development of an integrated screening platform aimed at identifying novel SIRT1 activators with favorable drug-like features as cardioprotective agents. Encompassing several competencies (in silico, medicinal chemistry, and pharmacology), we describe a multidisciplinary approach for rapidly identifying SIRT1 activators and their preliminary pharmacological characterization. In the first step, we virtually screened an in-house chemical library comprising synthetic molecules inspired by nature, against SIRT1 enzyme. To this end, we combined molecular docking-based approach with the estimation of relative ligand binding energy, using the crystal structure of SIRT1 enzyme in complex with resveratrol. Eleven computational hits were identified, synthesized and tested against the isolated enzyme for validating the in silico strategy. Among the tested molecules, five of them behave as SIRT1 enzyme activators. Due to the superior response in activating the enzyme and its favorable calculated physico-chemical properties, compound 8 was further characterized in ex vivo studies on isolated and perfused rat hearts submitted to ischemia/reperfusion (I/R) period. The pharmacological profile of compound 8, suggests that this molecule represents a prototypic SIRT1 activator with satisfactory drug-like profile, paving the way for developing novel epigenetic cardioprotective agents.
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Affiliation(s)
- Lorenzo Flori
- Department of Pharmacy, University of Pisa, Via Bonanno, 6, I-56126 Pisa, Italy
| | - Giovanni Petrarolo
- Department of Pharmacy, University of Pisa, Via Bonanno, 6, I-56126 Pisa, Italy
| | - Simone Brogi
- Department of Pharmacy, University of Pisa, Via Bonanno, 6, I-56126 Pisa, Italy.
| | - Concettina La Motta
- Department of Pharmacy, University of Pisa, Via Bonanno, 6, I-56126 Pisa, Italy.
| | - Lara Testai
- Department of Pharmacy, University of Pisa, Via Bonanno, 6, I-56126 Pisa, Italy.
| | - Vincenzo Calderone
- Department of Pharmacy, University of Pisa, Via Bonanno, 6, I-56126 Pisa, Italy
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Abdjan MI, Aminah NS, Siswanto I, Kristanti AN, Takaya Y, Choudhary MI. Exploration of stilbenoid trimers as potential inhibitors of sirtuin1 enzyme using a molecular docking and molecular dynamics simulation approach. RSC Adv 2021; 11:19323-19332. [PMID: 35478645 PMCID: PMC9033617 DOI: 10.1039/d1ra02233d] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Accepted: 05/21/2021] [Indexed: 12/25/2022] Open
Abstract
A combination of molecular docking and molecular dynamics simulation (250 ns) has been carried out to study the interaction of stilbenoid trimer compounds with the SIRT1 enzyme as the target protein. SIRT1 expression regulates cellular stress responses that lead to the development of cancer. Redocking showed a good native ligand pose with an RMSD value of 1.40 Å at the receptor active site's coordinates. The molecular docking score uses a grid score functional (kcal mol-1), which shows results of 1NS: 79.56, TS1: -26.83, TS2: -87.77, and TS3: -83.67. The TS2 and TS3 candidates were chosen for further analysis because they had a lower grid score than the native ligand (1NS). Furthermore, prediction of binding free energy (kcal mol-1) using the Quantum Mechanics/generalized Born Surface Area (QM/MM-GBSA) method shows the results of 1NS: -31.52 ± 0.39, TS2: -58.99 ± 0.34, and TS3: -43.38 ± 0.35. These results indicate that the TS2 and TS3 compounds have good potential as inhibitors of the SIRT1 enzyme. Additionally, the amino acid residues were responsible for the inhibition mechanism through hydrogen bond interactions at the molecular level, including ASP22, PHE91, PRO11, ILE165, ASP166, and VAL230. The observations made in this study provide theoretical information for exploring the stilbenoid trimers as anticancer agents by targeting the SIRT1 enzyme.
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Affiliation(s)
- Muhammad Ikhlas Abdjan
- Departement of Chemistry, Faculty of Science and Technology, Universitas Airlangga Surabaya 60115 Indonesia
| | - Nanik Siti Aminah
- Departement of Chemistry, Faculty of Science and Technology, Universitas Airlangga Surabaya 60115 Indonesia
- Biotechnology of Tropical Medicinal Plants Research Group, Universitas Airlangga Indonesia
| | - Imam Siswanto
- Departement of Chemistry, Faculty of Science and Technology, Universitas Airlangga Surabaya 60115 Indonesia
| | - Alfinda Novi Kristanti
- Departement of Chemistry, Faculty of Science and Technology, Universitas Airlangga Surabaya 60115 Indonesia
- Biotechnology of Tropical Medicinal Plants Research Group, Universitas Airlangga Indonesia
| | - Yoshiaki Takaya
- Faculty of Pharmacy, Meijo University 150 Yagotoyama, Tempaku Nagoya 468-8503 Japan
- Adjunct Professor Department of Chemistry, Faculty of Science and Technology, Universitas Airlangga Komplek Kampus C UNAIR, Jl. Mulyorejo Surabaya Indonesia
| | - Muhammad Iqbal Choudhary
- H. E. J. Research Institute of Chemistry, International Center for Chemical and Biological Sciences, University of Karachi Karachi-75270 Pakistan
- Adjunct Professor Department of Chemistry, Faculty of Science and Technology, Universitas Airlangga Komplek Kampus C UNAIR, Jl. Mulyorejo Surabaya Indonesia
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Shi S, Wang Q, Liu S, Qu Z, Li K, Geng X, Wang T, Gao J. Characterization the performances of twofold resveratrol integrated compounds in binding with SIRT1 by molecular dynamics simulation and molecular mechanics/generalized born surface area (MM/GBSA) calculation. Chem Phys 2021. [DOI: 10.1016/j.chemphys.2021.111108] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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8
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Synthesis and evaluation of new phenyl acrylamide derivatives as potent non-nucleoside anti-HBV agents. Bioorg Med Chem 2020; 29:115892. [PMID: 33285406 DOI: 10.1016/j.bmc.2020.115892] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 11/17/2020] [Accepted: 11/20/2020] [Indexed: 12/12/2022]
Abstract
As a continuation of our previous work, a series of new phenyl acrylamide derivatives (4Aa-g, 4Ba-t, 5 and 6a-c) were designed and synthesized as non-nucleoside anti-HBV agents. Among them, compound 4Bs could potently inhibit HBV DNA replication in wild-type and lamivudine (3TC)/entecavir resistant HBV mutant strains with IC50 values of 0.19 and 0.18 μM, respectively. Notably, the selective index value of 4Bs was above 526, indicating the favorable safety profile. Interestingly, unlike nucleoside analogue 3TC, 4Bs could significantly inhibit 3.5 kb pgRNA expression. Molecular docking study revealed that 4Bs could fit well into the dimer-dimer interface of HBV core protein by hydrophobic, π-π and H-bond interactions. Considering the potent anti-HBV activity, low toxicity and diverse anti-HBV mechanism from that of nucleoside anti-HBV agent 3TC, compound 4Bs might be a promising lead to develop novel non-nucleoside anti-HBV therapeutic agents, and warranted further investigation.
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Discovery of small molecule PLpro inhibitor against COVID-19 using structure-based virtual screening, molecular dynamics simulation, and molecular mechanics/Generalized Born surface area (MM/GBSA) calculation. Struct Chem 2020; 32:879-886. [PMID: 33106741 PMCID: PMC7578240 DOI: 10.1007/s11224-020-01665-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 10/15/2020] [Indexed: 10/29/2022]
Abstract
COVID-19 is spreading in a global pandemic that is endangering human life and health. Therefore, there is an urgent need to target COVID-19 to find effective treatments for this emerging acute respiratory infection. Viral Papain-Like cysteine protease (PLpro), similar to papain and the cysteine deubiquitinase enzyme, has been a popular target for coronavirus inhibitors, as an indispensable enzyme in the process of coronavirus replication and infection of the host. Combined structure-based virtual screening, molecular dynamics (MD) simulation, and molecular mechanics/Generalized Born surface area (MM/GBSA) free energy calculation approaches were utilized for identification of PLpro inhibitors. Four compounds (F403_0159, F112_0109, G805_0497, D754_0006) with diverse chemical scaffolds were retrieved as hits based on docking score and clustering analysis. Molecular dynamics simulations indicated that the contribution of van der Waals interaction dominated the binding free energies of these compounds, which may be attributed to the hydrophobicity of active site of PLpro from COVID-19. Moreover, all four compounds formed conservative hydrogen bonds with the residues Asp164, Gln269, and Tyr273. We hoped that these four compounds might represent the promising chemical scaffolds for further development of novel PLpro inhibitors against COVID-19.
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