Exploring multi-target inhibitors using in silico approach targeting cell cycle dysregulator-CDK proteins
Basharat Ahmed1, Sara Khan1, Faisal Nouroz1
1Department of Bioinformatics, Hazara University, Mansehra, Pakistan.
Abstract:
Cyclin-dependent kinases (CDKs) belong to a family of multifunctional enzymes that control cell cycle modifications, transcription, and cell proliferation. Their dysfunctions result in different diseases like cancer making them an important drug target in oncology and beyond. The present study aims at identifying the selective inhibitors for ATP binding site in CDK proteins (CDK1, CDK2, CDK4, and CDK5) following a multi-target drug designing approach. Significant challenges lie in identifying the selective inhibitor for the ATP binding site as this region is highly conserved in all protein kinases. Molecular docking coupled with molecular dynamics simulation and free energy of binding calculations (MMPBSA/MMGBSA) were used to identify the potent competitive ATP binding site inhibitors. All the four proteins were docked against the library of drug-like compounds and the outcomes of the docking study were further analyzed by Molecular dynamics (total of 6μs) and MMPB/GBSA techniques. Five different inhibitors for structurally distant protein kinases, i.e. CDK1, CDK2, CDK4, and CDK5 are identified with the binding energy (ΔGbind-PB) in the range -18.24 to -28.43Kcal/mol. Mechanistic complexities associated with the binding of the inhibitor are unraveled by carefully analyzing the MD trajectories. It is observed that certain residues (Lys33, Asp127, Asp145, Tyr15, Gly16, Asn144) and regions are critical for the retention of inhibitors in active pocket, and significant conformational changes take place in the active site region as well as its neighbor following the entry of the ligand inside active pocket as inferred by RMSD and RMSF. It is observed that LIG3 and LIG4 are the best possible inhibitors as reflected from their high binding energy, interaction pattern, and their retention inside the active pocket. This study will facilitate the process of multi-target drug designing against CDK proteins and can be used in the development of potential therapeutics against different diseases.
Insights
Researchers identified selective inhibitors for cyclin-dependent kinases (CDKs) using computational methods. These potential drugs target CDK1, CDK2, CDK4, and CDK5, offering new therapeutic avenues for diseases like cancer.
Area of Science:
- Biochemistry and Molecular Biology
- Pharmacology and Drug Discovery
- Computational Chemistry
Background:
- Cyclin-dependent kinases (CDKs) are crucial regulators of cell cycle, transcription, and proliferation.
- CDK dysregulation is implicated in various diseases, notably cancer, making them significant drug targets.
- Developing selective inhibitors for the highly conserved ATP-binding site across CDK family members presents a major challenge.
Purpose of the Study:
- To identify selective inhibitors targeting the ATP-binding site of CDK1, CDK2, CDK4, and CDK5 using a multi-target drug design approach.
- To computationally screen and validate potential drug candidates through molecular docking, molecular dynamics, and binding free energy calculations.
- To elucidate the mechanistic basis of inhibitor binding and identify key residues involved in drug retention.
Main Methods:
- Multi-target drug design strategy.
- Molecular docking simulations to screen a library of drug-like compounds against CDK proteins.
- Molecular dynamics (MD) simulations (6 μs total) and MMPBSA/MMGBSA calculations to assess binding affinity and stability.
- Analysis of root-mean-square deviation (RMSD) and root-mean-square fluctuation (RMSF) to understand conformational changes.
Main Results:
- Identification of five potential selective inhibitors for CDK1, CDK2, CDK4, and CDK5.
- Binding free energies (ΔGbind-PB) for identified inhibitors ranged from -18.24 to -28.43 Kcal/mol.
- Key residues (e.g., Lys33, Asp127, Asp145) and active site regions critical for inhibitor binding were identified.
- LIG3 and LIG4 emerged as the most promising inhibitors based on binding energy, interaction patterns, and stability within the active pocket.
Conclusions:
- The study successfully identified potent competitive inhibitors for the ATP-binding site of CDK proteins using advanced computational techniques.
- The findings provide a foundation for multi-target drug design strategies against CDK-related diseases.
- The identified inhibitors, particularly LIG3 and LIG4, represent promising leads for developing novel therapeutics for cancer and other CDK-associated conditions.
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