Cheminformatics-based screening and evaluation of phytochemicals as CDK2 inhibitors in colorectal cancer therapy
Nowshin Tabassum1,2, Md Ekram Hossan1,2, Md Mujahidul Islam1,3
1Bioinformatics Laboratory (BioLab), Noakhali, Bangladesh.
Abstract:
Colorectal cancer (CRC) poses a significant global health issue. It ranks as the third most common type of cancer and the second leading cause of cancer-related deaths. Among the molecular factors driving its progression, cyclin-dependent kinase 2 (CDK2) plays a key role. CDK2 is a protein kinase essential for regulating the cell cycle, and its dysregulation is implicated in the development of various cancers, notably CRC. Fruquintinib is an already available drug against CRC. However, this study is being performed in search of better drug-like compounds. Some studies have shown that phytochemicals are less toxic and have fewer adverse effects than commercially available medications. With the vision of detecting CDK2 inhibitors, phytochemicals with anticancer activity can be used as alternatives to develop the drug candidate. Cheminformatics-based analysis is used for this purpose. This approach includes molecular docking, adsorption, distribution, metabolism, excretion/toxicity (ADME/T), post-docking molecular mechanism generalized born surface area (MM-GBSA), structural activity relationship (SAR), frontier molecular orbital (FMO), and molecular dynamics (MD) simulations. Molecular docking was employed to determine the binding strength of 4433 phytochemicals with anti-cancer properties sourced from the IMPPAT database. The top five candidates, CIDs-135438111, 6474893, 44257567, 10469828, and 353825, were selected based on their docking scores. Later, three lead compounds, CIDs-6474893, 10469828, and 135438111, were finalized depending on their favorable ADME/T profiles. All three selected pharmaceuticals demonstrated excellent post-dock MM-GBSA scores and HOMO-LUMO energy gaps, which served as confirmation of their efficacy and safety. The SAR analysis also revealed anti-mutagenic, antineoplastic, and apoptosis-inducing properties of the compounds. Finally, the rigidity of the protein-ligand complex structures was verified by MD simulations. Overall, the study suggests these three phytochemicals exhibit stronger binding and better pharmacological profiles than the control (fruquintinib), offering a promising direction for CRC treatment development.
Insights
This study identifies three novel phytochemicals as potent inhibitors of cyclin-dependent kinase 2 (CDK2) for colorectal cancer (CRC) treatment. These compounds show promising drug-like properties and stronger binding than current therapies, offering new therapeutic avenues.
Area of Science:
- Computational chemistry
- Drug discovery
- Molecular modeling
Background:
- Colorectal cancer (CRC) is a leading cause of cancer deaths globally.
- Cyclin-dependent kinase 2 (CDK2) dysregulation is crucial in CRC progression.
- Phytochemicals offer potential for less toxic anticancer drug development.
Purpose of the Study:
- To identify novel phytochemicals that inhibit CDK2 for CRC treatment.
- To evaluate the drug-likeness and efficacy of potential phytochemical inhibitors.
- To explore alternative therapeutic strategies beyond existing drugs like fruquintinib.
Main Methods:
- Cheminformatics analysis including molecular docking of 4433 phytochemicals against CDK2.
- ADME/T prediction, MM-GBSA, FMO, SAR, and molecular dynamics (MD) simulations.
- Evaluation of binding affinity, pharmacokinetic profiles, and structural stability.
Main Results:
- Identified three lead phytochemical compounds (CIDs-6474893, 10469828, 135438111) with high binding affinity for CDK2.
- These compounds exhibited favorable ADME/T profiles, MM-GBSA scores, and HOMO-LUMO energy gaps.
- MD simulations confirmed the stability of the protein-phytochemical complexes, with SAR indicating anti-neoplastic and apoptosis-inducing properties.
Conclusions:
- The identified phytochemicals demonstrate superior binding and pharmacological profiles compared to fruquintinib.
- These compounds represent promising candidates for developing novel, safer CRC therapeutics.
- The study validates a cheminformatics approach for discovering natural product-based drug leads.
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