journal article·2024-11-22Open access

Discovery of N-Aryl-Benzimidazolone Analogs as Novel Potential HSP90 Inhibitors: A Computational Approach

Radhia Mazri, Lotfi Bourougaa, Afaf Zekri, Mebarka Ouassaf, Bader Y. Alhatlani

Applied Sciences· Volume 14· Issue 23

Abstract

This study aims to identify N-aryl-benzimidazolone analogs as potential inhibitors of the HSP90 protein, which is involved in various diseases. For this, we used computational techniques such as pharmacophoric modeling, virtual screening, in silico ADMET prediction, and molecular dynamics simulations. A target-based pharmacophore model (ADDRR) was developed from the MEY ligand to identify the main binding features. This model was used to screen approximately 30,994 similar compounds, leading to the identification of 3019 candidates. Among these, five compounds (L1, L2, L3, L4, and L5) showed strong binding affinity, with docking scores lower than the reference ligand MEY (−7.94 kcal/mol). The ADMET properties of these compounds were favorable, confirming their potential as drug candidates. The two top-performing compounds in the docking studies demonstrated high stability in dynamics studies, the results demonstrated remarkable stability of the ligand−protein complexes, as evidenced by favorable values of metrics such as RMSD, RMSF, Rg, and SASA. These findings provide a promising foundation for further experimental validation and the potential development of effective HSP90 inhibitors.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Computational Drug Discovery Methods · Heat shock proteins research · thermodynamics and calorimetric analyses

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Group of Computational and Medicinal Chemistry, LMCE Laboratory, University of Biskra, BP 145, Biskra 07000, Algeria

Unit of Scientific Research, Applied College, Qassim University, Buraydah 52571, Saudi Arabia

Funding

Deanship of Graduate Studies and Scientific Research at Qassim University

References (43)

Show source-provided references
1. Global Cancer Statistics 2022: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries10.3322/caac.21834 ↗
2. Ren, X., Li, T., Zhang, W., and Yang, X. (2022). Targeting Heat-Shock Protein 90 in Cancer: An Update on Combination Therapy. Cells, 11.10.3390/cells11162556 ↗
3. Birbo, B., Madu, E.E., Madu, C.O., Jain, A., and Lu, Y. (2021). Role of HSP90 in Cancer. Int. J. Mol. Sci., 22.10.3390/ijms221910317 ↗
4. Zhang, J., Li, H., Liu, Y., Zhao, K., Wei, S., Sugarman, E.T., Liu, L., and Zhang, G. (2022). Targeting HSP90 as a Novel Therapy for Cancer: Mechanistic Insights and Translational Relevance. Cells, 11.10.3390/cells11182778 ↗
5. HSP90 Inhibitors and Cancer: Prospects for Use in Targeted Therapies (Review)10.3892/or.2022.8443 ↗
6. Xie, X., Zhang, N., Li, X., Huang, H., Peng, C., Huang, W., Foster, L.J., He, G., and Han, B. (2023). Small-Molecule Dual Inhibitors Targeting Heat Shock Protein 90 for Cancer Targeted Therapy. Bioorganic Chem., 139.10.1016/j.bioorg.2023.106721 ↗
7. The Chemistry of the Benzimidazoles10.1021/cr60151a002 ↗
8. Isolation and Properties of Crystalline Cobamide Coenzymes Containing Benzimidazole or 5,6-Dimethylbenzimidazole10.1016/S0021-9258(18)69550-X ↗
9. Benzimidazole: An Important Scaffold in Drug Discovery10.5958/2231-5713.2015.00021.5 ↗
10. Substituted Benzimidazole Derivatives as Angiotensin II-AT1 Receptor Antagonist: A Review10.2174/138955710793564151 ↗
11. Ardestani, M., Khorsandi, Z., Keshavarzipour, F., Iravani, S., Sadeghi-Aliabadi, H., and Varma, R.S. (2022). Heterocyclic Compounds as Hsp90 Inhibitors: A Perspective on Anticancer Applications. Pharmaceutics, 14.10.3390/pharmaceutics14102220 ↗
12. Identification of New Hsp90 Inhibitors: Structure Based Virtual Screening, Molecular Dynamic Simulation, Synthesis and Biological Evaluation10.2174/1871520621666210201101818 ↗
13. Design, Synthesis and Biological Evaluation of a New Class of Hsp90 Inhibitors Vibsanin C Derivatives10.1016/j.ejmech.2022.114844 ↗
14. Computational Methods in Drug Discovery10.1124/pr.112.007336 ↗
15. Pharmacophore Modeling and Applications in Drug Discovery: Challenges and Recent Advances10.1016/j.drudis.2010.03.013 ↗
16. Molecular Dynamics Simulation for All10.1016/j.neuron.2018.08.011 ↗
17. N-Aryl-Benzimidazolones as Novel Small Molecule HSP90 Inhibitors10.1016/j.bmcl.2010.10.010 ↗
18. Combined Docking Methods and Molecular Dynamics to Identify Effective Antiviral 2,5-Diaminobenzophenonederivatives against SARS-CoV-210.1016/j.jksus.2021.101352 ↗
19. Ejaz, S.A., Aziz, M., Fawzy Ramadan, M., Fayyaz, A., and Bilal, M.S. (2023). Pharmacophore-Based Virtual Screening and In-Silico Explorations of Biomolecules (Curcumin Derivatives) of Curcuma longa as Potential Lead Inhibitors of ERBB and VEGFR-2 for the Treatment of Colorectal Cancer. Molecules, 28.10.3390/molecules28104044 ↗
20. ADMETlab: A Platform for Systematic ADMET Evaluation Based on a Comprehensively Collected ADMET Database10.1186/s13321-018-0283-x ↗
21. ProTox-II: A Webserver for the Prediction of Toxicity of Chemicals10.1093/nar/gky318 ↗
22. Pharmacophore-Based Virtual Screening, Molecular Docking and Molecular Dynamics Studies for the Discovery of Novel Neuraminidase Inhibitors10.1080/07391102.2023.2225007 ↗
23. Molecular Docking, ADME-Tox, DFT and Molecular Dynamics Simulation of Butyroyl Glucopyranoside Derivatives against DNA Gyrase Inhibitors as Antimicrobial Agents10.1016/j.molstruc.2024.137930 ↗
24. Discovery and Development of Pyrazole-Scaffold Hsp90 Inhibitors10.2174/156802606777812086 ↗
25. Ouassaf, M., Bourougaa, L., Al-Mijalli, S.H., Abdallah, E.M., Bhat, A.R., and Kawsar, S.M.A. (2023). Marine-Derived Compounds as Potential Inhibitors of Hsp90 for Anticancer and Antimicrobial Drug Development: A Comprehensive In Silico Study. Molecules, 28.10.3390/molecules28248074 ↗
26. Pharmacophore-Based Virtual Screening, Molecular Docking, and Molecular Dynamics Studies for the Discovery of Novel FLT3 Inhibitors10.1080/07391102.2022.2123403 ↗
27. Regulation of Protein-Ligand Binding Affinity by Hydrogen Bond Pairing10.1126/sciadv.1501240 ↗
28. Synthesis, Characterization, Synergistic Antimicrobial Properties and Molecular Docking of Sugar Modified Uridine Derivatives10.2478/auoc-2021-0002 ↗
29. Monosaccharide derivatives: Synthesis, antimicrobial, pass, antiviral and molecular docking studies against SARS-COV-2 Mpro inhibitors10.35812/CelluloseChemTechnol.2021.55.44 ↗
30. Okella, H., Okello, E., Mtewa, A.G., Ikiriza, H., Kaggwa, B., Aber, J., Ndekezi, C., Nkamwesiga, J., Ajayi, C.O., and Mugeni, I.M. (2022). ADMET Profiling and Molecular Docking of Potential Antimicrobial Peptides Previously Isolated from African Catfish, Clarias Gariepinus. Front. Mol. Biosci., 9.10.3389/fmolb.2022.1039286 ↗
31. George, O.A. (LipinskiFilters: Computes and Visualize Lipinski’s Parameters, 2024). LipinskiFilters: Computes and Visualize Lipinski’s Parameters, version 1.0.1.10.32614/CRAN.package.LipinskiFilters ↗
32. Wrestling with the Rule of 510.1021/cen-10108-feature1 ↗
33. Today’s Drug Discovery and the Shadow of the Rule of 510.1080/17460441.2023.2228199 ↗
34. Using the Golden Triangle to Optimize Clearance and Oral Absorption10.1016/j.bmcl.2009.08.045 ↗
35. Exploring Potential Therapeutics: Targeting Dengue Virus NS5 through Molecular Docking, ADMET Profiling, and DFT Analysis10.1016/j.chphi.2024.100468 ↗
36. (2024, October 29). Half Life—StatPearls—NCBI Bookshelf, Available online: https://www.ncbi.nlm.nih.gov/books/NBK554498/.
37. Advancing Drug Safety in Drug Development: Bridging Computational Predictions for Enhanced Toxicity Prediction10.1021/acs.chemrestox.3c00352 ↗
38. Revisiting Free Energy Calculations: A Theoretical Connection to MM/PBSA and Direct Calculation of the Association Free Energy10.1016/S0006-3495(04)74084-9 ↗
39. Chest Roentgenography as a Window to the Diagnosis of Takayasu’s Arteritis10.2214/ajr.125.4.842 ↗
40. Pharmacophore-Based Virtual Screening and Docking Studies on Hsp90 Inhibitors10.1080/1062936X.2010.501817 ↗
41. Ligand-Based Pharmacophore Modeling, Molecular Docking and Simulation Studies for the Exploration of Natural Potent Antiangiogenic Inhibitors Targeting Heat Shock Protein 9010.2174/1570180819666220921165802 ↗
42. The Influence of Lipophilicity in Drug Discovery and Design10.1517/17460441.2012.714363 ↗
43. Exploring Ligand Stability in Protein Crystal Structures Using Binding Pose Metadynamics10.1021/acs.jcim.9b00843 ↗