Identification of effective cyclin-dependent kinase 3/cyclin E inhibitors using multi-level computational screening
Srutishree Sarma1, Dikshita Dowerah2, Shilpa Neog1
1CMML-Catalysis and Molecular Modelling Lab, Department of Chemical Sciences, Tezpur University, Napaam, 784028, Sonitpur, Assam, India.
Introduction:
Cyclin-dependent kinase 3 (CDK3) plays a crucial role in regulating cell cycle progression through the G0/G1 and G1/S phases. Although extensively lowered in normal tissue, CDK3 is overexpressed in multiple cancers, making it a promising target for anticancer therapy. Despite its significance, no established inhibitors of CDK3 are currently available.
Methods:
We aimed to identify effective inhibitors of CDK3/cyclin E from a library of 204 derivatives of five potent CDK3 inhibitors-Purvalanol A, NU6102, R547, dinaciclib, and RO-3306, using a multi-tiered computational pipeline. Molecular docking was first used to screen these candidates which has emerged as an efficient technique to elucidate binding energies and interactions of compounds to target receptors, thereby playing indispensable roles in drug discovery. Five top-scoring candidates from docking were evaluated through ADMET profiling, global reactivity studies, 100ns duplicate molecular dynamics (MD) simulations and Our own N-layered Integrated molecular Orbital and molecular Mechanics (ONIOM) calculations. Two hits showing optimal inhibition were subjected to extended 1200ns MD simulations.
Results And Discussion:
Docking studies identified interactions of the five selected candidates with crucial residues of CDK3. Global reactivity suggested favourable electronic properties for receptor binding. MD simulations, MM-PBSA and ONIOM revealed stable ligand-receptor interactions and favourable binding energetics. Extended 1200ns simulations of the two hits, CID_11212010 and CID_25211747, demonstrated exceptional stability of CID_25211747 with minimal conformational fluctuation. Additional ONIOM calculations reproduced the strong binding affinity of CID_25211747 with CDK3. Collectively, these results nominate CID_25211747 as a promising lead towards the development of effective CDK3 antagonists, offering valuable insight for future drug design.
Insights
Researchers identified CID_25211747 as a potent inhibitor of Cyclin-dependent kinase 3 (CDK3), a key target in cancer therapy. This discovery offers a promising new direction for developing effective CDK3 antagonists and future cancer treatments.
Area of Science:
- Biochemistry
- Molecular Biology
- Pharmacology
Background:
- Cyclin-dependent kinase 3 (CDK3) regulates cell cycle progression.
- CDK3 is overexpressed in various cancers, presenting a therapeutic target.
- Currently, no specific CDK3 inhibitors are available.
Purpose of the Study:
- To identify effective inhibitors of CDK3/cyclin E.
- To screen a library of 204 CDK3 inhibitor derivatives computationally.
- To nominate a lead compound for CDK3 antagonist development.
Main Methods:
- Utilized a multi-tiered computational pipeline including molecular docking.
- Performed ADMET profiling, global reactivity studies, and molecular dynamics (MD) simulations.
- Employed N-layered Integrated molecular Orbital and molecular Mechanics (ONIOM) calculations for binding affinity analysis.
Main Results:
- Identified interactions between top candidates and crucial CDK3 residues.
- MD simulations and ONIOM calculations confirmed stable ligand-receptor interactions and favorable binding energetics.
- Extended simulations highlighted the exceptional stability and strong binding affinity of CID_25211747.
Conclusions:
- CID_25211747 demonstrated optimal inhibition and stability against CDK3.
- The compound shows promise as a lead for developing novel CDK3 antagonists.
- Provides valuable insights for future anticancer drug design targeting CDK3.
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