Design of small molecules for CDK-2 inhibition in colorectal cancer based on substructure search
Uchechukwu C Ogbodo1, Sofela Salimat2, Damilola S Bodun3
1Department of Applied Biochemistry, Faculty of Biosciences, Nnamdi Azikiwe University, Awka, Nigeria.
Abstract:
The global frequency of colorectal cancer motivates extensive drug discovery efforts. CDK2, a key member of the CDK family, has been linked to tumor progression, unregulated cell proliferation, and growth promotion. Water-soluble flavonoids with a fast metabolism called anthocyanins have been shown to have a variety of pharmacological properties, including anti-cancer properties. This study aims to find possible CDK2 inhibitors from Anthocyanin-like molecules. Anthocyanins sourced from PubChem were screened using a virtual screening approach that included a KNIME workflow, QSAR-model, Pharmacophore hypothesis, and a structure-based screening to identify compounds with a better binding affinity and predicted bioactivity compared to the standard, Sorafenib. The top compounds were subjected to a 100 ns MD simulation to confirm their stability at the active site. Compounds 1-5 were shown to have higher binding affinity and bioactivity in this study. These substances interacted with the critical amino acids (LEU 83, ASP 145 and LYS 89) at CDK2's active site. Compared to the reference with a pIC50 value of 6.003 nM, the top compounds listed have superior predicted bioactivity ranging from 6.539 to 6.36 nM. Also, ADMET predictions predicted that Compounds 1-5 were not carcinogenic and not a p-glycoprotein substrate. MD simulation also validated Compound 1's stability at the active site compared to the standard. This study uncovers potential CDK2 inhibitors with good binding affinities, shedding light on their interactions with the target protein. While promising, further in vivo and in vitro investigations are essential to validate the anticancer potential of these compounds.Communicated by Ramaswamy H. Sarma.
Insights
Researchers identified potential CDK2 inhibitors from anthocyanin-like molecules for colorectal cancer drug discovery. These compounds show promising binding affinity and bioactivity, warranting further investigation.
Area of Science:
- Medicinal Chemistry
- Computational Drug Discovery
- Cancer Biology
Background:
- Colorectal cancer (CRC) is a global health concern, driving the need for novel therapeutics.
- Cyclin-dependent kinase 2 (CDK2) is implicated in tumor progression and cell proliferation.
- Anthocyanins, water-soluble flavonoids, exhibit anti-cancer properties.
Purpose of the Study:
- To identify potential inhibitors of CDK2 from anthocyanin-like molecules.
- To evaluate the binding affinity and bioactivity of these compounds against CDK2.
- To assess the drug-likeness and stability of lead compounds.
Main Methods:
- Virtual screening of anthocyanins using KNIME, QSAR, pharmacophore modeling, and structure-based screening.
- Molecular dynamics (MD) simulations for stability assessment.
- ADMET (Absorption, Distribution, Metabolism, Excretion, Toxicity) predictions.
Main Results:
- Five anthocyanin-like compounds (Compounds 1-5) demonstrated higher binding affinity and predicted bioactivity than Sorafenib.
- These compounds interacted with key active site residues (LEU 83, ASP 145, LYS 89) of CDK2.
- Predicted bioactivity ranged from 6.36 to 6.539 nM, with Compound 1 showing stability in MD simulations.
- ADMET predictions indicated non-carcinogenic and non-p-glycoprotein substrate properties for Compounds 1-5.
Conclusions:
- Anthocyanin-like molecules represent a promising source for novel CDK2 inhibitors.
- Compounds 1-5 exhibit favorable binding characteristics and drug-like properties.
- Further in vitro and in vivo studies are necessary to validate their anticancer potential.
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