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Identification of Kinase-substrate Pairs Using High Throughput Screening
Published on: August 29, 2015
Pharmacophore-based high-throughput virtual screening (HTVS) to identify new c-Src kinase inhibitors with anticancer
Ali M Alaseem1, Summya Rashid2, J Puneetha3
1Department of Pharmacology, College of Medicine, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh 13317, Saudi Arabia.
Abstract:
c-Src is the non-receptor kinase commonly overexpressed in numerous cancer isoforms. As potential anticancer target, these receptors are difficult to target with drugs because of their continuous shuttling between cellular and nuclear compartments and role in relaying of vital signals for gene expression, cell growth, and survival. Besides this high structural homology to other kinases, the involvement of compensatory pathways and the availability of multiple domains within the same proteins further complicate the targeting by drugs. The toxicity and resistance issue with the handful of c-Src inhibitors available, which are again non-selective in approach, further complicate this process. Considering the gap, we employed a drug identification strategy for a plausible c-Src inhibition and its anticancer potential. We selected 500,000 small molecules from the ChemBridge commercial library (database) for the virtual screening. These molecules were filtered via the development of a pharmacophore model, in silico pharmacokinetics (ADME) analysis, and high-throughput virtual screening (HTVS). The top-ranked molecules based on the docking scores, which represent computational binding affinity between a protein and a ligand, were selected and eventually led to 29 best docked molecules. The visual inspection further resulted in refinement of 4 molecules (5280699, 9797370, 11200016, and 71736582), demonstrating protein-ligand interactions the most at the c-Src kinase binding site. To validate their optimal binding, we carried out 200 ns MD simulations on these four selected proteins-ligand complexes. MD analysis revealed that the inhibitors 11200016 and 71736582 were found to be exceptionally stable at the c-Src kinase binding site, meeting the essential prerequisite. The top hit, 71736582, was further corroborated biologically. 71736582 portrayed excellent anticancer potential towards various cancer cell lines (A549, MDAMB-231, HCT-116, DU-145, and PC-3). It was found to inhibit the c-Src-mediated kinase activity (IC50: 517 nM) in comparison to the positive control, bosutinib (IC50: 408 nM). The compound was also able to increase the oxidative stress and induce apoptosis in the colorectal cancer cells employed. The study thus may pave the way for exploration of the top identified ligands further to develop and establish their potential as c-Src kinase inhibitors with anticancer potential.
Insights
Researchers identified a novel compound, 71736582, as a potent inhibitor of c-Src kinase, demonstrating significant anticancer potential. This discovery offers a promising new avenue for developing targeted cancer therapies by inhibiting c-Src activity.
Area of Science:
- Oncology
- Pharmacology
- Computational Chemistry
Background:
- c-Src is a non-receptor tyrosine kinase overexpressed in many cancers.
- Targeting c-Src is challenging due to its cellular shuttling, signaling roles, structural homology to other kinases, and compensatory pathways.
- Existing c-Src inhibitors face issues with toxicity, resistance, and lack of selectivity.
Purpose of the Study:
- To identify novel small molecules for c-Src inhibition with anticancer potential.
- To overcome the limitations of current c-Src targeting strategies.
Main Methods:
- Virtual screening of 500,000 small molecules from the ChemBridge library.
- Pharmacophore modeling, in silico ADME analysis, and high-throughput virtual screening (HTVS).
- Molecular docking, 200 ns molecular dynamics (MD) simulations, and biological validation of top candidates.
Main Results:
- Four top-ranked molecules (5280699, 9797370, 11200016, 71736582) showed significant binding to the c-Src kinase site.
- MD simulations confirmed the stability of inhibitors 11200016 and 71736582.
- Compound 71736582 demonstrated potent anticancer activity against multiple cancer cell lines, inhibiting c-Src kinase activity (IC50: 517 nM) and inducing apoptosis.
Conclusions:
- Compound 71736582 is a highly stable and effective inhibitor of c-Src kinase.
- This study presents a promising lead compound for developing new targeted anticancer drugs.
- Further exploration of 71736582 could lead to novel therapeutic strategies for various cancers.

