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Multi-omics investigation reveals functional specialization of transcriptional cyclin dependent kinases in cancer biology

Transcriptional addiction is recognized as a valid therapeutic target in cancer, whereby the dependency of cancer cells on oncogenic transcriptional regulators may be pharmacologically exploited. However, a comprehensive understanding of the key factors within the transcriptional machinery that migh...

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Autores principales: Donovan, Micah G., Galbraith, Matthew D., Espinosa, Joaquin M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797569/
https://www.ncbi.nlm.nih.gov/pubmed/36577800
http://dx.doi.org/10.1038/s41598-022-26860-1
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author Donovan, Micah G.
Galbraith, Matthew D.
Espinosa, Joaquin M.
author_facet Donovan, Micah G.
Galbraith, Matthew D.
Espinosa, Joaquin M.
author_sort Donovan, Micah G.
collection PubMed
description Transcriptional addiction is recognized as a valid therapeutic target in cancer, whereby the dependency of cancer cells on oncogenic transcriptional regulators may be pharmacologically exploited. However, a comprehensive understanding of the key factors within the transcriptional machinery that might afford a useful therapeutic window remains elusive. Herein, we present a cross-omics investigation into the functional specialization of the transcriptional cyclin dependent kinases (tCDKs) through analysis of high-content genetic dependency, gene expression, patient survival, and drug response datasets. This analysis revealed specialization among tCDKs in terms of contributions to cancer cell fitness, clinical prognosis, and interaction with oncogenic signaling pathways. CDK7 and CDK9 stand out as the most relevant targets, albeit through distinct mechanisms of oncogenicity and context-dependent contributions to cancer survival and drug sensitivity. Genetic ablation of CDK9, but not CDK7, mimics the effect on cell viability the loss of key components of the transcriptional machinery. Pathway analysis of genetic co-dependency and drug sensitivity data show CDK7 and CDK9 have distinct relationships with major oncogenic signatures, including MYC and E2F targets, oxidative phosphorylation, and the unfolded protein response. Altogether, these results inform the improved design of therapeutic strategies targeting tCDKs in cancer.
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spelling pubmed-97975692022-12-30 Multi-omics investigation reveals functional specialization of transcriptional cyclin dependent kinases in cancer biology Donovan, Micah G. Galbraith, Matthew D. Espinosa, Joaquin M. Sci Rep Article Transcriptional addiction is recognized as a valid therapeutic target in cancer, whereby the dependency of cancer cells on oncogenic transcriptional regulators may be pharmacologically exploited. However, a comprehensive understanding of the key factors within the transcriptional machinery that might afford a useful therapeutic window remains elusive. Herein, we present a cross-omics investigation into the functional specialization of the transcriptional cyclin dependent kinases (tCDKs) through analysis of high-content genetic dependency, gene expression, patient survival, and drug response datasets. This analysis revealed specialization among tCDKs in terms of contributions to cancer cell fitness, clinical prognosis, and interaction with oncogenic signaling pathways. CDK7 and CDK9 stand out as the most relevant targets, albeit through distinct mechanisms of oncogenicity and context-dependent contributions to cancer survival and drug sensitivity. Genetic ablation of CDK9, but not CDK7, mimics the effect on cell viability the loss of key components of the transcriptional machinery. Pathway analysis of genetic co-dependency and drug sensitivity data show CDK7 and CDK9 have distinct relationships with major oncogenic signatures, including MYC and E2F targets, oxidative phosphorylation, and the unfolded protein response. Altogether, these results inform the improved design of therapeutic strategies targeting tCDKs in cancer. Nature Publishing Group UK 2022-12-28 /pmc/articles/PMC9797569/ /pubmed/36577800 http://dx.doi.org/10.1038/s41598-022-26860-1 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
Donovan, Micah G.
Galbraith, Matthew D.
Espinosa, Joaquin M.
Multi-omics investigation reveals functional specialization of transcriptional cyclin dependent kinases in cancer biology
title Multi-omics investigation reveals functional specialization of transcriptional cyclin dependent kinases in cancer biology
title_full Multi-omics investigation reveals functional specialization of transcriptional cyclin dependent kinases in cancer biology
title_fullStr Multi-omics investigation reveals functional specialization of transcriptional cyclin dependent kinases in cancer biology
title_full_unstemmed Multi-omics investigation reveals functional specialization of transcriptional cyclin dependent kinases in cancer biology
title_short Multi-omics investigation reveals functional specialization of transcriptional cyclin dependent kinases in cancer biology
title_sort multi-omics investigation reveals functional specialization of transcriptional cyclin dependent kinases in cancer biology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797569/
https://www.ncbi.nlm.nih.gov/pubmed/36577800
http://dx.doi.org/10.1038/s41598-022-26860-1
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