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Updated: Jul 11, 2026

Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules
Published on: July 25, 2013
Structural bioinformatics-based design of selective, irreversible kinase inhibitors
Michael S Cohen1, Chao Zhang, Kevan M Shokat
1Program in Chemistry and Chemical Biology, and Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94143-2280, USA.
Designing selective kinase inhibitors is challenging due to conserved active sites. Researchers identified two key amino acids in p90 ribosomal protein S6 kinase (RSK) that enable potent and selective inhibitor design.
Area of Science:
- Biochemistry
- Structural Biology
- Pharmacology
Background:
- Protein kinase active sites are highly conserved across 491 human domains.
- Designing selective inhibitors for protein kinases presents a significant challenge.
Purpose of the Study:
- To identify structural features conferring selectivity for p90 ribosomal protein S6 kinase (RSK).
- To design and validate a selective inhibitor targeting RSK.
Main Methods:
- Utilized a structural bioinformatics approach to analyze protein kinase active sites.
- Designed a fluoromethylketone inhibitor targeting identified RSK selectivity filters (threonine and cysteine).
- Tested inhibitor potency and selectivity in mammalian cells, including genetically modified kinases.
Main Results:
- Identified a threonine and a cysteine as key selectivity filters in the RSK active site.
- Developed a fluoromethylketone inhibitor that potently and selectively inactivated RSK1 and RSK2.
- Demonstrated that kinases lacking one or both filters were resistant, but became sensitive upon filter introduction.
Conclusions:
- Two specific amino acids (threonine and cysteine) are sufficient to confer inhibitor sensitivity to RSK.
- This finding provides a basis for developing highly selective kinase inhibitors.
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