Molecular Basis for the Enhanced CDK2 Inhibition by Artesunate: Superior Binding Affinity to the ATP-Catalytic Site
DOI:
https://doi.org/10.20527/jps.v13i1.24555Keywords:
Artemisinin, Anticancer Agent, ATP, Molecular Docking, 13-Gly-16-Gly LoopAbstract
This study aimed to identify the most potent CDK2 inhibitor among seven artemisinin derivatives and, critically, to elucidate its binding mechanism and compare its affinity with that of the natural ligand, ATP. Molecular docking was performed using AutoDock 4.2.6 toward inactive and active forms of CDK2. Ligands were optimized using the Hartree-Fock method basis set 6-311G. Blind docking on the active form was used to determine the inhibition mechanism, employing the free energy of binding (ΔG) and dissociation constant (Ki) as affinity markers. Artesunate was the most potent derivative, exhibiting the highest affinity towards the active CDK2 form, with a ΔG of -11.7 kcal/mol and a Ki of 2.66 nM. Blind docking confirmed an ATP-competitive inhibition mechanism. Remarkably, Artesunate's Ki was significantly lower than that of ATP (8.73 nM). This enhanced affinity is attributed to specific interactions between the hemisuccinate side chain and the critical amino acid region, from 13-Gly to 16-Gly. Artesunate is suggested as a potent, ATP-competitive CDK2 inhibitor with an affinity exceeding that of ATP. These hypothesis-generating results suggest anticancer potential, yet require validation via MD or assays; limitations like scoring bias and protein flexibility necessitate cautious interpretation regarding the 13-Gly to 16-Gly target.References
Ali, M. A., Sarker, H., Khan, T., Sheikh, H., Saif, A., Farid, F. Bin, Afrin, S., Khatun, M. A., & Kumar, N. (2025). Multi-omics pan-cancer profiling of CDK2 and in silico identification of plant-derived inhibitors using machine learning approaches. RSC Advances, 15(44), 36938–36968. https://doi.org/10.1039/d5ra05535k
An, Q., Huang, L., Wang, C., Wang, D., & Tu, Y. (2025). New strategies to enhance the efficiency and precision of drug discovery. Frontiers in Pharmacology, 16, 1550158. https://doi.org/10.3389/fphar.2025.1550158
Anscombe, E., Meschini, E., Mora-Vidal, R., Martin, M. P., Staunton, D., Geitmann, M., Danielson, U. H., Stanley, W. A., Wang, L. Z., Reuillon, T., Golding, B. T., Cano, C., Newell, D. R., Noble, M. E. M., Wedge, S. R., Endicott, J. A., & Griffin, R. J. (2015). Identification and Characterization of an Irreversible Inhibitor of CDK2. Chemistry & Biology, 22(9), 1159–1164. https://doi.org/10.1016/j.chembiol.2015.07.018
Arba, M., Yamin, Y., Ihsan, S., & Tjahjono, D. H. (2018). Computational approach toward targeting the interaction of porphyrin derivatives with Bcl-2. Journal of Applied Pharmaceutical Science, 8(12), 60–66. https://doi.org/10.7324/JAPS.2018.81208
Asghar, U., Witkiewicz, A. K., Turner, N. C., & Knudsen, E. S. (2015). The history and future of targeting cyclin-dependent kinases in cancer therapy. Nature Reviews Drug Discovery, 14(2), 130–146. https://doi.org/10.1038/nrd4504
Barman, M., Dandasena, D., Suresh, A., Bhandari, V., Kamble, S., Singh, S., Subudhi, M., & Sharma, P. (2023). Artemisinin derivatives induce oxidative stress leading to DNA damage and caspase-mediated apoptosis in Theileria annulata-transformed cells. Cell Communication and Signaling, 21, 78. https://doi.org/10.1186/s12964-023-01067-7
Bursch, M., Mewes, J., Hansen, A., & Grimme, S. (2022). Bestâ€Practice DFT Protocols for Basic Molecular Computational Chemistry**. Angewandte Chemie International Edition, 61(42), e202205735. https://doi.org/10.1002/anie.202205735
Castro-Alvarez, A., Costa, A., & Vilarrasa, J. (2017). The Performance of Several Docking Programs at Reproducing Protein–Macrolide-Like Crystal Structures. Molecules, 22(1), 136. https://doi.org/10.3390/molecules22010136
Crespo-Ortiz, M. P., & Wei, M. Q. (2012). Antitumor Activity of Artemisinin and Its Derivatives: From a Well-Known Antimalarial Agent to a Potential Anticancer Drug. Journal of Biomedicine and Biotechnology, 2012, 2475971. https://doi.org/10.1155/2012/247597
Du, X., Li, Y., Xia, Y.-L., Ai, S.-M., Liang, J., Sang, P., Ji, X.-L., & Liu, S.-Q. (2016). Insights into Protein–Ligand Interactions: Mechanisms, Models, and Methods. International Journal of Molecular Sciences, 17(2), 144. https://doi.org/10.3390/ijms17020144
Faber, E. B., Sun, L., Tang, J., Roberts, E., Ganeshkumar, S., Wang, N., Rasmussen, D., Majumdar, A., Hirsch, L. E., John, K., Yang, A., Khalid, H., Hawkinson, J. E., Levinson, N. M., Chennathukuzhi, V., Harki, D. A., Schönbrunn, E., & Georg, G. I. (2023). Development of allosteric and selective CDK2 inhibitors for contraception with negative cooperativity to cyclin binding. Nature Communications, 14(1), 3213. https://doi.org/10.1038/s41467-023-38732-x
Firestone, G. L., & Sundar, S. N. (2009). Anticancer activities of artemisinin and its bioactive derivatives. Expert Reviews in Molecular Medicine, 11, e32. https://doi.org/10.1017/S1462399409001239
Forli, S., Huey, R., Pique, M. E., Sanner, M. F., Goodsell, D. S., & Olson, A. J. (2016). Computational protein–ligand docking and virtual drug screening with the AutoDock suite. Nature Protocols, 11(5), 905–919. https://doi.org/10.1038/nprot.2016.051
Hafid, A. F., Sari, D. K., Wardana, F. Y., Pratama, M. R. F., Tumewu, L., Ilmi, H., Permanasari, A. A., Nisa, H. K., & Widyawaruyanti, A. (2024). In silico Investigation of Caged Xanthone Compounds Isolated from Cratoxylum sumatranum Stem Bark against Entamoeba histolytica Enzymes. Letters in Drug Design & Discovery, 21(12), 2423–2437. https://doi.org/10.2174/1570180820666230818140501
Hakkola, J., Hukkanen, J., Turpeinen, M., & Pelkonen, O. (2020). Inhibition and induction of CYP enzymes in humans: an update. Archives of Toxicology, 94(11), 3671–3722. https://doi.org/10.1007/s00204-020-02936-7
Jin, Y., Lu, H., Ge, H., Hou, X., & Fang, H. (2024). Recent Development of CDK2 Inhibitors as Anticancer Drugs: An Update (2015–2023). Pharmaceutical Fronts, 06(03), e195–e220. https://doi.org/10.1055/s-0044-1789577
Jug, A., & Ilaš, J. (2025). ATP-competitive inhibitors for cancer treatment – kinases and the world beyond. RSC Medicinal Chemistry, 16(9), 4044–4067. https://doi.org/10.1039/D5MD00235D
Kiani, B. H., Kayani, W. K., Khayam, A. U., Dilshad, E., Ismail, H., & Mirza, B. (2020). Artemisinin and its derivatives: a promising cancer therapy. Molecular Biology Reports, 47(8), 6321–6336. https://doi.org/10.1007/s11033-020-05669-z
Knudsen, E. S., Witkiewicz, A. K., Sanidas, I., & Rubin, S. M. (2025). Targeting CDK2 for cancer therapy. Cell Reports, 44(8), 116140. https://doi.org/10.1016/j.celrep.2025.116140
Lai, Y., Chu, X., Di, L., Gao, W., Guo, Y., Liu, X., Lu, C., Mao, J., Shen, H., Tang, H., Xia, C. Q., Zhang, L., & Ding, X. (2022). Recent advances in the translation of drug metabolism and pharmacokinetics science for drug discovery and development. Acta Pharmaceutica Sinica. B, 12(6), 2751–2777. https://doi.org/10.1016/j.apsb.2022.03.009
Law, M. E., Corsino, P. E., Narayan, S., & Law, B. K. (2015). Cyclin-Dependent Kinase Inhibitors as Anticancer Therapeutics. Molecular Pharmacology, 88(5), 846–852. https://doi.org/10.1124/mol.115.099325
Lee, J., Beers, J. L., Geffert, R. M., & Jackson, K. D. (2024). A Review of CYP-Mediated Drug Interactions: Mechanisms and In Vitro Drug-Drug Interaction Assessment. Biomolecules, 14(1), 99. https://doi.org/10.3390/biom14010099
Lee, M.-K. (2020). Liposomes for Enhanced Bioavailability of Water-Insoluble Drugs: In Vivo Evidence and Recent Approaches. Pharmaceutics, 12(3), 264. https://doi.org/10.3390/pharmaceutics12030264
Liang, J.-W., Wang, M.-Y., Wang, S., Li, S.-L., Li, W.-Q., & Meng, F.-H. (2020). Identification of novel CDK2 inhibitors by a multistage virtual screening method based on SVM, pharmacophore and docking model. Journal of Enzyme Inhibition and Medicinal Chemistry, 35(1), 235–244. https://doi.org/10.1080/14756366.2019.1693702
Liu, Y., Li, H., Luo, Z., Yu, Y., Yang, J., Zhang, M., Law, B. Y. K., Huang, Z., & Li, W. (2023). Artesunate, a new antimalarial clinical drug, exhibits potent antiâ€AML activity by targeting the ROS/Bim and TFRC/Fe 2+ pathways. British Journal of Pharmacology, 180(6), 701–720. https://doi.org/10.1111/bph.15986
Li, Z., Li, Q., Wu, J., Wang, M., & Yu, J. (2016). Artemisinin and Its Derivatives as a Repurposing Anticancer Agent: What Else Do We Need to Do? Molecules, 21(10), 1331. https://doi.org/10.3390/molecules21101331
Lu, F., Luo, G., Qiao, L., Jiang, L., Li, G., & Zhang, Y. (2016). Virtual Screening for Potential Allosteric Inhibitors of Cyclin-Dependent Kinase 2 from Traditional Chinese Medicine. Molecules, 21(9), 1259. https://doi.org/10.3390/molecules21091259
Megantara, S., Iwo, M., Levita, J., & Ibrahim, S. (2016). Determination of ligand position in aspartic proteases by correlating tanimoto coefficient and binding affinity with root mean square deviation. Journal of Applied Pharmaceutical Science, 6(1), 125–129. https://doi.org/10.7324/JAPS.2016.600120
Miller, R. L., Thompson, A. A., Trapella, C., Guerrini, R., Malfacini, D., Patel, N., Han, G. W., Cherezov, V., Caló, G., Katritch, V., & Stevens, R. C. (2015). The Importance of Ligand-Receptor Conformational Pairs in Stabilization: Spotlight on the N/OFQ G Protein-Coupled Receptor. Structure, 23(12), 2291–2299. https://doi.org/10.1016/j.str.2015.07.024
Muslimawati, K., Fakih, T. M., Akbar, N. H., Putra, A. M. P., & Isnani, N. (2025). Molecular Docking Analysis Of Phenolic and Flavonoid Compounds from Eichhornia Crassipes for Antidiabetic Activity Through Interaction with PPAR- γ (5Y2O) and A-Glucosidase (3TOP). Jurnal Pharmascience, 12(2), 468–481. https://doi.org/10.20527/jps.v12i2.23583
O’Neill, P. M., Barton, V. E., & Ward, S. A. (2010). The Molecular Mechanism of Action of Artemisinin—The Debate Continues. Molecules, 15(3), 1705–1721. https://doi.org/10.3390/molecules15031705
Poerwono, H., Sulistyowati, M. I., & Pratama, M. R. F. (2024). 6-aminomethylpinostrobin Derivatives as Anti-breast Cancer: In Silico Insight. Egyptian Journal of Chemistry, 67(7), 71–81. https://doi.org/10.21608/ejchem.2024.233232.8707
Pratama, M. R. F., Poerwono, H., & Siswodiharjo, S. (2019). ADMET properties of novel 5- O -benzoylpinostrobin derivatives. Journal of Basic and Clinical Physiology and Pharmacology, 30(6), 20190251. https://doi.org/10.1515/jbcpp-2019-0251
RamÃrez, D., & Caballero, J. (2018). Is It Reliable to Take the Molecular Docking Top Scoring Position as the Best Solution without Considering Available Structural Data? Molecules, 23(5), 1038. https://doi.org/10.3390/molecules23051038
Rastelli, G., Anighoro, A., Chripkova, M., Carrassa, L., & Broggini, M. (2014). Structure-based discovery of the first allosteric inhibitors of cyclin-dependent kinase 2. Cell Cycle, 13(14), 2296–2305. https://doi.org/10.4161/cc.29295
Sukardiman, Ervina, M., Fadhil Pratama, M. R., Poerwono, H., & Siswodihardjo, S. (2020). The coronavirus disease 2019 main protease inhibitor from Andrographis paniculata (Burm. f) Ness. Journal of Advanced Pharmaceutical Technology & Research, 11(4), 157–162. https://doi.org/10.4103/japtr.JAPTR_84_20
Tran, T. T. Van, Tayara, H., & Chong, K. T. (2023). Recent Studies of Artificial Intelligence on In Silico Drug Distribution Prediction. International Journal of Molecular Sciences, 24(3), 1815. https://doi.org/10.3390/ijms24031815
Wen, L., Chan, B. C.-L., Qiu, M.-H., Leung, P.-C., & Wong, C.-K. (2024). Artemisinin and Its Derivatives as Potential Anticancer Agents. Molecules, 29(16), 3886. https://doi.org/10.3390/molecules29163886
Wu, F., Zhou, Y., Li, L., Shen, X., Chen, G., Wang, X., Liang, X., Tan, M., & Huang, Z. (2020). Computational Approaches in Preclinical Studies on Drug Discovery and Development. Frontiers in Chemistry, 8, 726. https://doi.org/10.3389/fchem.2020.00726
Xia, Y., Shi, C., Lu, J., Zhu, Z., Li, M., Pan, Y., Huang, X., Zhang, L., & Liu, A. (2025). Artemisinin and Its Derivatives from Molecular Mechanisms to Clinical Applications: New Horizons Beyond Antimalarials. International Journal of Molecular Sciences, 26(17), 8409. https://doi.org/10.3390/ijms26178409
Yang, C., Chen, E. A., & Zhang, Y. (2022). Protein–Ligand Docking in the Machine-Learning Era. Molecules, 27(14), 4568. https://doi.org/10.3390/molecules27144568
Zhang, M., Zhang, L., Hei, R., Li, X., Cai, H., Wu, X., Zheng, Q., & Cai, C. (2021). CDK inhibitors in cancer therapy, an overview of recent development. American Journal of Cancer Research, 11(5), 1913–1935. https://pubmed.ncbi.nlm.nih.gov/34094661/
Downloads
Additional Files
Published
Issue
Section
License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

.jpg)
