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Discovery of CDK8/CycC Ligands with a New Virtual Screening Tool
Wei Chen1,2,3, Xiaodong Ren1, Chia-En A Chang1
1Department of Chemistry, University of California, Riverside, CA, 92521, USA.
Abstract:
Selective inhibition of cyclin-dependent kinase 8 and cyclin C (CDK8/CycC) has been suggested as a promising strategy for decreasing mitogenic signals in cancer cells with reduced toxicity toward normal cells. We developed a novel virtual screening protocol for drug development and applied it to the discovery of new CDK8/CycC type II ligands, which is likely to achieve long residence time and specificity. We first analyzed the binding thermodynamics of 11 published pyrazolourea ligands using molecular dynamics simulations and a free-energy calculation method, VM2, and extracted the key binding information to assist virtual screening. The urea moiety was found to be the critical structural contributor of the reference ligands. Starting with the urea moiety, we conducted substructure-based searches with our newly developed superposition and single-point energy evaluation method, followed by free-energy calculations, and singled out three purchasable compounds for bioassay testing. The ranking from the experimental results is completely consistent with the predicted rankings. A potent drug-like compound was found to have a Kd value of 42.5 nm, which is similar to those of the most potent reference ligands; this provided a good starting point for further improvement. This study shows that our novel virtual screening protocol is an accurate and efficient tool for drug development.
Insights
Researchers developed a new virtual screening method to find drugs targeting cyclin-dependent kinase 8 and cyclin C (CDK8/CycC). This approach successfully identified potent CDK8/CycC inhibitors for cancer therapy.
Area of Science:
- Medicinal Chemistry
- Computational Drug Discovery
- Molecular Pharmacology
Background:
- Selective inhibition of cyclin-dependent kinase 8 and cyclin C (CDK8/CycC) is a potential cancer treatment strategy.
- CDK8/CycC inhibition may reduce mitogenic signals in cancer cells with lower toxicity to normal cells.
Purpose of the Study:
- To develop and validate a novel virtual screening protocol for discovering new CDK8/CycC type II ligands.
- To identify drug-like compounds with long residence time and specificity for CDK8/CycC.
Main Methods:
- Analysis of binding thermodynamics for existing ligands using molecular dynamics simulations and VM2 free-energy calculations.
- Substructure-based virtual screening utilizing a novel superposition and single-point energy evaluation method.
- Free-energy calculations and bioassay testing of selected purchasable compounds.
Main Results:
- The urea moiety was identified as a critical structural element in reference ligands.
- The virtual screening protocol accurately predicted the experimental ranking of identified compounds.
- A potent drug-like compound with a Kd of 42.5 nm was discovered, serving as a promising lead for further optimization.
Conclusions:
- The developed virtual screening protocol is an accurate and efficient tool for drug development.
- The study successfully identified novel, potent CDK8/CycC inhibitors.
- This work provides a strong foundation for developing new cancer therapeutics targeting CDK8/CycC.
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