Integrating Phenotypic Search and Phosphoproteomic Profiling of Active Kinases for Optimization of Drug Mixtures for RCC Treatment.

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Version: Final published version
License: CC BY 4.0
Serval ID
serval:BIB_6E50FAED1B9B
Type
Article: article from journal or magazin.
Collection
Publications
Institution
Title
Integrating Phenotypic Search and Phosphoproteomic Profiling of Active Kinases for Optimization of Drug Mixtures for RCC Treatment.
Journal
Cancers
Author(s)
van Beijnum J.R., Weiss A., Berndsen R.H., Wong T.J., Reckman L.C., Piersma S.R., Zoetemelk M., de Haas R., Dormond O., Bex A., Henneman A.A., Jimenez C.R., Griffioen A.W., Nowak-Sliwinska P.
ISSN
2072-6694 (Print)
ISSN-L
2072-6694
Publication state
Published
Issued date
21/09/2020
Peer-reviewed
Oui
Volume
12
Number
9
Pages
E2697
Language
english
Notes
Publication types: Journal Article
Publication Status: epublish
Abstract
Combined application of multiple therapeutic agents presents the possibility of enhanced efficacy and reduced development of resistance. Definition of the most appropriate combination for any given disease phenotype is challenged by the vast number of theoretically possible combinations of drugs and doses, making extensive empirical testing a virtually impossible task. We have used the streamlined-feedback system control (s-FSC) technique, a phenotypic approach, which converges to optimized drug combinations (ODC) within a few experimental steps. Phosphoproteomics analysis coupled to kinase activity analysis using the novel INKA (integrative inferred kinase activity) pipeline was performed to evaluate ODC mechanisms in a panel of renal cell carcinoma (RCC) cell lines. We identified different ODC with up to 95% effectivity for each RCC cell line, with low doses (ED <sub>5-25</sub> ) of individual drugs. Global phosphoproteomics analysis demonstrated inhibition of relevant kinases, and targeting remaining active kinases with additional compounds improved efficacy. In addition, we identified a common RCC ODC, based on kinase activity data, to be effective in all RCC cell lines under study. Combining s-FSC with a phosphoproteomic profiling approach provides valuable insight in targetable kinase activity and allows for the identification of superior drug combinations for the treatment of RCC.
Keywords
RCC, carcinoma, combination treatment, drug-drug interactions, drug-target interaction, synergy
Pubmed
Web of science
Open Access
Yes
Create date
09/10/2020 10:10
Last modification date
15/01/2021 8:09
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