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Development of actionable targets of multi-kinase inhibitors (AToMI) screening platform to dissect kinase targets of staurosporines in glioblastoma cells

Therapeutic resistance to kinase inhibitors constitutes a major unresolved clinical challenge in cancer and especially in glioblastoma. Multi-kinase inhibitors may be used for simultaneous targeting of multiple target kinases and thereby potentially overcome kinase inhibitor resistance. However, in...

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Autores principales: Denisova, Oxana V., Merisaari, Joni, Kaur, Amanpreet, Yetukuri, Laxman, Jumppanen, Mikael, von Schantz-Fant, Carina, Ohlmeyer, Michael, Wennerberg, Krister, Aittokallio, Tero, Taipale, Mikko, Westermarck, Jukka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9376105/
https://www.ncbi.nlm.nih.gov/pubmed/35963891
http://dx.doi.org/10.1038/s41598-022-18118-7
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author Denisova, Oxana V.
Merisaari, Joni
Kaur, Amanpreet
Yetukuri, Laxman
Jumppanen, Mikael
von Schantz-Fant, Carina
Ohlmeyer, Michael
Wennerberg, Krister
Aittokallio, Tero
Taipale, Mikko
Westermarck, Jukka
author_facet Denisova, Oxana V.
Merisaari, Joni
Kaur, Amanpreet
Yetukuri, Laxman
Jumppanen, Mikael
von Schantz-Fant, Carina
Ohlmeyer, Michael
Wennerberg, Krister
Aittokallio, Tero
Taipale, Mikko
Westermarck, Jukka
author_sort Denisova, Oxana V.
collection PubMed
description Therapeutic resistance to kinase inhibitors constitutes a major unresolved clinical challenge in cancer and especially in glioblastoma. Multi-kinase inhibitors may be used for simultaneous targeting of multiple target kinases and thereby potentially overcome kinase inhibitor resistance. However, in most cases the identification of the target kinases mediating therapeutic effects of multi-kinase inhibitors has been challenging. To tackle this important problem, we developed an actionable targets of multi-kinase inhibitors (AToMI) strategy and used it for characterization of glioblastoma target kinases of staurosporine derivatives displaying synergy with protein phosphatase 2A (PP2A) reactivation. AToMI consists of interchangeable modules combining drug-kinase interaction assay, siRNA high-throughput screening, bioinformatics analysis, and validation screening with more selective target kinase inhibitors. As a result, AToMI analysis revealed AKT and mitochondrial pyruvate dehydrogenase kinase PDK1 and PDK4 as kinase targets of staurosporine derivatives UCN-01, CEP-701, and K252a that synergized with PP2A activation across heterogeneous glioblastoma cells. Based on these proof-of-principle results, we propose that the application and further development of AToMI for clinically applicable multi-kinase inhibitors could provide significant benefits in overcoming the challenge of lack of knowledge of the target specificity of multi-kinase inhibitors.
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spelling pubmed-93761052022-08-15 Development of actionable targets of multi-kinase inhibitors (AToMI) screening platform to dissect kinase targets of staurosporines in glioblastoma cells Denisova, Oxana V. Merisaari, Joni Kaur, Amanpreet Yetukuri, Laxman Jumppanen, Mikael von Schantz-Fant, Carina Ohlmeyer, Michael Wennerberg, Krister Aittokallio, Tero Taipale, Mikko Westermarck, Jukka Sci Rep Article Therapeutic resistance to kinase inhibitors constitutes a major unresolved clinical challenge in cancer and especially in glioblastoma. Multi-kinase inhibitors may be used for simultaneous targeting of multiple target kinases and thereby potentially overcome kinase inhibitor resistance. However, in most cases the identification of the target kinases mediating therapeutic effects of multi-kinase inhibitors has been challenging. To tackle this important problem, we developed an actionable targets of multi-kinase inhibitors (AToMI) strategy and used it for characterization of glioblastoma target kinases of staurosporine derivatives displaying synergy with protein phosphatase 2A (PP2A) reactivation. AToMI consists of interchangeable modules combining drug-kinase interaction assay, siRNA high-throughput screening, bioinformatics analysis, and validation screening with more selective target kinase inhibitors. As a result, AToMI analysis revealed AKT and mitochondrial pyruvate dehydrogenase kinase PDK1 and PDK4 as kinase targets of staurosporine derivatives UCN-01, CEP-701, and K252a that synergized with PP2A activation across heterogeneous glioblastoma cells. Based on these proof-of-principle results, we propose that the application and further development of AToMI for clinically applicable multi-kinase inhibitors could provide significant benefits in overcoming the challenge of lack of knowledge of the target specificity of multi-kinase inhibitors. Nature Publishing Group UK 2022-08-13 /pmc/articles/PMC9376105/ /pubmed/35963891 http://dx.doi.org/10.1038/s41598-022-18118-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Denisova, Oxana V.
Merisaari, Joni
Kaur, Amanpreet
Yetukuri, Laxman
Jumppanen, Mikael
von Schantz-Fant, Carina
Ohlmeyer, Michael
Wennerberg, Krister
Aittokallio, Tero
Taipale, Mikko
Westermarck, Jukka
Development of actionable targets of multi-kinase inhibitors (AToMI) screening platform to dissect kinase targets of staurosporines in glioblastoma cells
title Development of actionable targets of multi-kinase inhibitors (AToMI) screening platform to dissect kinase targets of staurosporines in glioblastoma cells
title_full Development of actionable targets of multi-kinase inhibitors (AToMI) screening platform to dissect kinase targets of staurosporines in glioblastoma cells
title_fullStr Development of actionable targets of multi-kinase inhibitors (AToMI) screening platform to dissect kinase targets of staurosporines in glioblastoma cells
title_full_unstemmed Development of actionable targets of multi-kinase inhibitors (AToMI) screening platform to dissect kinase targets of staurosporines in glioblastoma cells
title_short Development of actionable targets of multi-kinase inhibitors (AToMI) screening platform to dissect kinase targets of staurosporines in glioblastoma cells
title_sort development of actionable targets of multi-kinase inhibitors (atomi) screening platform to dissect kinase targets of staurosporines in glioblastoma cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9376105/
https://www.ncbi.nlm.nih.gov/pubmed/35963891
http://dx.doi.org/10.1038/s41598-022-18118-7
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