Molecular targeting of BCl-2 in oral cancer cells by nordentatin: An in silico docking and molecular dynamics study

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Dhona Afriza
Rita Maliza
Dessy Arisanty
Bramadi Arya
Yahdian Rasyadi
Solachuddin JA Ichwan

Abstract

Background: Oral cancer is a major problem in dentistry and remains a major global health issue. In oral cancer, BCL-2, which plays a role in regulating cell death, is overexpressed, thus leading to its progression and resistance to chemotherapy. Clausena excavata contains a coumarin called nordentatin, which has been shown to have anticancer properties. Particularly with regard to its function as a BCL-2 inhibitor, the underlying molecular mechanism is yet unknown. Objectives: The aim of this study was to determine the potential of nordentatin as a BCL-2 protein inhibitor through molecular docking and then validate it with molecular dynamics. Materials and Methods: Nordentatin's ADMET and bioactivity were estimated in silico. AutoDock Vina was used for molecular docking against BCL-2 using methotrexate as a comparison ligand and venetoclax as a reference ligand. PyMOL and Biovia Discovery Studio were then used for interaction analysis. Complex stability was assessed using a YASARA molecular dynamics simulation. Results: Nordentatin exhibits potential as an anti-inflammatory, anti-angiogenic, antioxidant, and anticancer drug based on bioactivity predictions. ADMET analysis showed that this compound is readily absorbed in the intestine, has moderate clearance, limited penetration into the central nervous system, and low toxicity, thus indicating a favorable pharmacokinetic and safety profile. Molecular docking results show that nordentatin has a fairly strong binding affinity for BCL-2 with a value of −7.4 kcal/mol, which is mainly influenced by hydrophobic and electrostatic interactions. Molecular dynamics simulations indicate that the BCL-2–nordentatin complex remains stable, with an RMSD value below ±2 Å, a compact Rg profile, and favorable RMSF fluctuations. Conclusion: The results indicate that nordentatin binds strongly and stably to BCL-2, thus offering potential for development as a BCL-2 inhibitor for oral cancer therapy.

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Author Biographies

Dhona Afriza, Department of Oral Biology, Faculty of Dentistry Universitas Baiturrahmah, Padang, West Sumatra, Indonesia

Department of Oral Biology, Faculty of Dentistry Universitas Baiturrahmah, Padang, West Sumatra, Indonesia

Rita Maliza, Department of Biology, Faculty of Mathematics and Natural Sciences, Andalas University, Padang, West Sumatra, Indonesia

Department of Biology, Faculty of Mathematics and Natural Sciences, Andalas University, Padang, West Sumatra, Indonesia

Dessy Arisanty, Department of Biomedical Science, Andalas University, Padang, West Sumatra, Indonesia

Department of Biomedical Science, Andalas University, Padang, West Sumatra, Indonesia

Bramadi Arya, Department of Medical Laboratory Technology, Syedza Saintika University Padang, West Sumatra, Indonesia

Department of Medical Laboratory Technology, Syedza Saintika University Padang, West Sumatra, Indonesia

Yahdian Rasyadi, Pharmaceutical Technology Department in the Clinical Pharmacy Bachelor Program, Faculty of Health Sciences, Universitas Baiturrahmah, Padang, West Sumatra, Indonesia

Pharmaceutical Technology Department in the Clinical Pharmacy Bachelor Program, Faculty of Health Sciences, Universitas Baiturrahmah, Padang, West Sumatra, Indonesia

Solachuddin JA Ichwan, Dentistry Programme, PAPRSB Institute of Health Sciences, Universiti Brunei Darussalam, Brunei Darussalam

Dentistry Programme, PAPRSB Institute of Health Sciences, Universiti Brunei Darussalam, Brunei Darussalam

How to Cite

1.
Afriza D, Maliza R, Arisanty D, Arya B, Rasyadi Y, Ichwan SJ. Molecular targeting of BCl-2 in oral cancer cells by nordentatin: An in silico docking and molecular dynamics study . J Bagh Coll Dent [Internet]. 2026 Jun. 15 [cited 2026 Jun. 16];38(2):52-63. Available from: https://jbcd.uobaghdad.edu.iq/index.php/jbcd/article/view/4218

References

Warnakulasuriya S, Kerr AR. Oral Cancer Screening: Past, Present, and Future. J Dent Res. 2021;100(12):1313-1320. DOI: https://doi.org/10.1177/00220345211014795

Mitea G, Schröder V, Iancu IM, Mireșan H, Iancu V, Bucur LA, et al. Molecular Targets of Plant-Derived Bioactive Compounds in Oral Squamous Cell Carcinoma. Cancers (Basel). 2024;16(21):3612. DOI: https://doi.org/10.3390/cancers16213612

Siquara da Rocha LO, de Morais EF, de Oliveira LQR, Barbosa AV, Lambert DW, Gurgel Rocha CA, et al. Exploring beyond Common Cell Death Pathways in Oral Cancer: A Systematic Review. Biology (Basel). 2024;13(2):103. DOI: https://doi.org/10.3390/biology13020103

Sahin K, Orhan MD, Avsar T, Durdagi S. Hybrid In Silico and TR-FRET-Guided Discovery of Novel BCL-2 Inhibitors. ACS Pharmacol Transl Sci. 2021;4(3):1111-1123. DOI: https://doi.org/10.1021/acsptsci.0c00210

Tufail M, Hu JJ, Liang J, He CY, Wan WD, Huang YQ, et al. Hallmarks of cancer resistance. iScience. 2024;27(6):109979. DOI: https://doi.org/10.1016/j.isci.2024.109979

Warren CFA, Wong-Brown MW, Bowden NA. BCL-2 family isoforms in apoptosis and cancer. Cell Death Dis. 2019;10(3):177. DOI: https://doi.org/10.1038/s41419-019-1407-6

Kaloni D, Diepstraten ST, Strasser A, Kelly GL. BCL-2 protein family: attractive targets for cancer therapy. Apoptosis. 2023 Feb;28(1-2):20-38. DOI: https://doi.org/10.1007/s10495-022-01780-7

Arbab IA, Looi CY, Abdul AB, Cheah FK, Wong WF, Sukari MA, et al. Dentatin Induces Apoptosis in Prostate Cancer Cells via Bcl-2, Bcl-xL, Survivin Downregulation, Caspase-9, -3/7 Activation, and NF-κB Inhibition. Evid Based Complement Alternat Med. 2012; 2012:856029. DOI: https://doi.org/10.1155/2012/856029

Afriza D, Suriyah WH, Ichwan SJA, Knights J. Molecular Docking Analysis between Anti-apoptosis EGFR and Four Coumarins, and Four Carbazole Alkaloids. Padj J Dent. 2024; 36(1): 117-125. DOI: https://doi.org/10.24198/pjd.vol36no1.52467

Salem AH, Menon RM. Clinical pharmacokinetics and pharmacodynamics of venetoclax, a selective B-cell lymphoma-2 inhibitor. Clin Transl Sci. 2024;17(5): e13807. DOI: https://doi.org/10.1111/cts.13807

Pandya N, Jain N, Kumar A. Interaction analysis of anti-cancer drug Methotrexate with bcl-2 promoter stabilization and its transcription regulation. Gene Reports. 2021;23: 101155. DOI: https://doi.org/10.1016/j.genrep.2021.101155

Filimonov DA, Lagunin AA, Gloriozova TA, Rudik AV, Druzhilovskii DS, Pogodin PV, et al. Prediction of the Biological Activity Spectra of Organic Compounds Using the Pass Online Web Resource. Chem Heterocycl Comp. 2014;50: 444–457. DOI: https://doi.org/10.1007/s10593-014-1496-1

Pires DE, Blundell TL, Ascher DB. pkCSM: Predicting Small-Molecule Pharmacokinetic and Toxicity Properties Using Graph-Based Signatures. J Med Chem. 2015;58(9):4066-72. DOI: https://doi.org/10.1021/acs.jmedchem.5b00104

Seeliger D, de Groot BL. Ligand docking and binding site analysis with PyMOL and Autodock/Vina. J Comput Aided Mol Des. 2010;24(5):417-22. DOI: https://doi.org/10.1007/s10822-010-9352-6

Lim SV, Rahman MB, Tejo BA. Structure-based and ligand-based virtual screening of novel methyltransferase inhibitors of the dengue virus. BMC Bioinformatics. 2011;12 Suppl 13(Suppl 13):S24. DOI: https://doi.org/10.1186/1471-2105-12-S13-S24

Arcon JP, Turjanski AG, Martí MA, Forli S. Biased Docking for Protein-Ligand Pose Prediction. Methods Mol Biol. 2021;2266:39-72.. DOI: https://doi.org/10.1007/978-1-0716-1209-5_3

Alam M, Ali S, Mohammad T, Hasan GM, Yadav DK, Hassan MI. B Cell Lymphoma 2: A Potential Therapeutic Target for Cancer Therapy. Int J Mol Sci. 2021;22(19):10442. DOI: https://doi.org/10.3390/ijms221910442

Qian C, Dai Y, Xu X, Jiang Y. HIF-1α Regulates Proliferation and Invasion of Oral Cancer Cells through Kv3.4 Channel. Ann Clin Lab Sci. 2019;49(4):457-467.

Choudhari SK, Chaudhary M, Bagde S, Gadbail AR, Joshi V. Nitric oxide and cancer: a review. World J Surg Oncol. 2013;11: 118. DOI: https://doi.org/10.1186/1477-7819-11-118

Jamkhande P, Ghante M, Kshirsagar R. In Silico PASS Predictions and Exploration of Antioxidant and An-ti-inflammatory Activity of Citrus Karna Raf. Fruit. Medeni Med J. 2024;39(1):49-58. DOI: https://doi.org/10.4274/MMJ.galenos.2024.49775

Wang D, Jin J, Shi G, Bao J, Wang Z, Li S, et al. ADMET evaluation in drug discovery: 21. Ap-plication and industrial validation of machine learning algorithms for Caco-2 permeability prediction. J Cheminform. 2025;17(1):3. DOI: https://doi.org/10.1186/s13321-025-00947-z

Lee J, Beers JL, Geffert RM, Jackson KD. A Review of CYP-Mediated Drug Interactions: Mechanisms and In Vitro Drug-Drug Interaction Assessment. Biomolecules. 2024;14(1):99. DOI: https://doi.org/10.3390/biom14010099

Xue Q, Liu X, Russell P, Li J, Pan W, Fu J, et al. Evaluation of the binding performance of flavonoids to estrogen receptor alpha by Autodock, Autodock Vina and Surflex-Dock. Ecotoxicol Environ Saf. 2022 Mar 15;233:113323. DOI: https://doi.org/10.1016/j.ecoenv.2022.113323

Li J, Ma X, Guo S, Hou C, Shi L, Zhang H, et al. A Hydrophobic-Interaction-Based Mechanism Triggers Docking between the SARS-CoV-2 Spike and Angiotensin-Converting Enzyme 2. Glob Chall. 2020;4(12):2000067. DOI: https://doi.org/10.1002/gch2.202000067

Nyambo K, Tapfuma KI, Adu-Amankwaah F, Julius L, Baatjies L, Niang IS, et al. Molecular docking, molecular dynamics simulations and binding free en-ergy studies of interactions between Mycobacterium tuberculosis Pks13, PknG and bioactive constituents of extremophilic bacteria. Sci Rep. 2024;14(1):6794. DOI: https://doi.org/10.1038/s41598-024-57124-9

Gheidari D, Mehrdad M, Hoseini F. Virtual screening, molecular docking, MD simulation studies, DFT calculations, ADMET, and drug likeness of Diaza-adamantane as potential MAPKERK inhibitors. Front Pharmacol. 2024;15: 1360226. DOI: https://doi.org/10.3389/fphar.2024.1360226

Asfour HZ, Mohamed HM, Omar AM, Alhakamy NA, Mohamed GA, El-Agamy DS, et al. Molecular Docking and Dynamics Simulation Reveal Stable Binding of Tiliroside in the Colchicine Site of Tubulin. J Pharm Bioallied Sci. 2025;17(3):158-165. DOI: https://doi.org/10.4103/jpbs.jpbs_1414_25

Shimu MSS. Computational screening and molecular docking of compounds from Traditional Chinese Medicine (TCM) by targeting DNA topoisomerase I to design potential anticancer drugs. PLoS One. 2024;19(9): e0310364. DOI: https://doi.org/10.1371/journal.pone.0310364

Setyawati I, Setiawan AG, Nemchinova M, Vidilaseris K. The potential inhibitory mechanism of EGCG against the Chikungunya virus targeting non-structural protein 2 through molecular dynamics simulation. Sci Rep. 2024;14(1):29797. DOI: https://doi.org/10.1038/s41598-024-81287-0

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