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Systems Biology Approach Identifies Prognostic Signatures of Poor Overall Survival and Guides the Prioritization of Novel BET-CHK1 Combination Therapy for Osteosarcoma
Osteosarcoma (OS) patients exhibit poor overall survival, partly due to copy number variations (CNVs) resulting in dysregulated gene expression and therapeutic resistance. To identify actionable prognostic signatures of poor overall survival, we employed a systems biology approach using public datab...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7564419/ https://www.ncbi.nlm.nih.gov/pubmed/32859084 http://dx.doi.org/10.3390/cancers12092426 |
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author | Pandya, Pankita H. Cheng, Lijun Saadatzadeh, M. Reza Bijangi-Vishehsaraei, Khadijeh Tang, Shan Sinn, Anthony L. Trowbridge, Melissa A. Coy, Kathryn L. Bailey, Barbara J. Young, Courtney N. Ding, Jixin Dobrota, Erika A. Dyer, Savannah Elmi, Adily Thompson, Quinton Barghi, Farinaz Shultz, Jeremiah Albright, Eric A. Shannon, Harlan E. Murray, Mary E. Marshall, Mark S. Ferguson, Michael J. Bertrand, Todd E. Wurtz, L. Daniel Batra, Sandeep Li, Lang Renbarger, Jamie L. Pollok, Karen E. |
author_facet | Pandya, Pankita H. Cheng, Lijun Saadatzadeh, M. Reza Bijangi-Vishehsaraei, Khadijeh Tang, Shan Sinn, Anthony L. Trowbridge, Melissa A. Coy, Kathryn L. Bailey, Barbara J. Young, Courtney N. Ding, Jixin Dobrota, Erika A. Dyer, Savannah Elmi, Adily Thompson, Quinton Barghi, Farinaz Shultz, Jeremiah Albright, Eric A. Shannon, Harlan E. Murray, Mary E. Marshall, Mark S. Ferguson, Michael J. Bertrand, Todd E. Wurtz, L. Daniel Batra, Sandeep Li, Lang Renbarger, Jamie L. Pollok, Karen E. |
author_sort | Pandya, Pankita H. |
collection | PubMed |
description | Osteosarcoma (OS) patients exhibit poor overall survival, partly due to copy number variations (CNVs) resulting in dysregulated gene expression and therapeutic resistance. To identify actionable prognostic signatures of poor overall survival, we employed a systems biology approach using public databases to integrate CNVs, gene expression, and survival outcomes in pediatric, adolescent, and young adult OS patients. Chromosome 8 was a hotspot for poor prognostic signatures. The MYC-RAD21 copy number gain (8q24) correlated with increased gene expression and poor overall survival in 90% of the patients (n = 85). MYC and RAD21 play a role in replication-stress, which is a therapeutically actionable network. We prioritized replication-stress regulators, bromodomain and extra-terminal proteins (BETs), and CHK1, in order to test the hypothesis that the inhibition of BET + CHK1 in MYC-RAD21+ pediatric OS models would be efficacious and safe. We demonstrate that MYC-RAD21+ pediatric OS cell lines were sensitive to the inhibition of BET (BETi) and CHK1 (CHK1i) at clinically achievable concentrations. While the potentiation of CHK1i-mediated effects by BETi was BET-BRD4-dependent, MYC expression was BET-BRD4-independent. In MYC-RAD21+ pediatric OS xenografts, BETi + CHK1i significantly decreased tumor growth, increased survival, and was well tolerated. Therefore, targeting replication stress is a promising strategy to pursue as a therapeutic option for this devastating disease. |
format | Online Article Text |
id | pubmed-7564419 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75644192020-10-26 Systems Biology Approach Identifies Prognostic Signatures of Poor Overall Survival and Guides the Prioritization of Novel BET-CHK1 Combination Therapy for Osteosarcoma Pandya, Pankita H. Cheng, Lijun Saadatzadeh, M. Reza Bijangi-Vishehsaraei, Khadijeh Tang, Shan Sinn, Anthony L. Trowbridge, Melissa A. Coy, Kathryn L. Bailey, Barbara J. Young, Courtney N. Ding, Jixin Dobrota, Erika A. Dyer, Savannah Elmi, Adily Thompson, Quinton Barghi, Farinaz Shultz, Jeremiah Albright, Eric A. Shannon, Harlan E. Murray, Mary E. Marshall, Mark S. Ferguson, Michael J. Bertrand, Todd E. Wurtz, L. Daniel Batra, Sandeep Li, Lang Renbarger, Jamie L. Pollok, Karen E. Cancers (Basel) Article Osteosarcoma (OS) patients exhibit poor overall survival, partly due to copy number variations (CNVs) resulting in dysregulated gene expression and therapeutic resistance. To identify actionable prognostic signatures of poor overall survival, we employed a systems biology approach using public databases to integrate CNVs, gene expression, and survival outcomes in pediatric, adolescent, and young adult OS patients. Chromosome 8 was a hotspot for poor prognostic signatures. The MYC-RAD21 copy number gain (8q24) correlated with increased gene expression and poor overall survival in 90% of the patients (n = 85). MYC and RAD21 play a role in replication-stress, which is a therapeutically actionable network. We prioritized replication-stress regulators, bromodomain and extra-terminal proteins (BETs), and CHK1, in order to test the hypothesis that the inhibition of BET + CHK1 in MYC-RAD21+ pediatric OS models would be efficacious and safe. We demonstrate that MYC-RAD21+ pediatric OS cell lines were sensitive to the inhibition of BET (BETi) and CHK1 (CHK1i) at clinically achievable concentrations. While the potentiation of CHK1i-mediated effects by BETi was BET-BRD4-dependent, MYC expression was BET-BRD4-independent. In MYC-RAD21+ pediatric OS xenografts, BETi + CHK1i significantly decreased tumor growth, increased survival, and was well tolerated. Therefore, targeting replication stress is a promising strategy to pursue as a therapeutic option for this devastating disease. MDPI 2020-08-26 /pmc/articles/PMC7564419/ /pubmed/32859084 http://dx.doi.org/10.3390/cancers12092426 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Pandya, Pankita H. Cheng, Lijun Saadatzadeh, M. Reza Bijangi-Vishehsaraei, Khadijeh Tang, Shan Sinn, Anthony L. Trowbridge, Melissa A. Coy, Kathryn L. Bailey, Barbara J. Young, Courtney N. Ding, Jixin Dobrota, Erika A. Dyer, Savannah Elmi, Adily Thompson, Quinton Barghi, Farinaz Shultz, Jeremiah Albright, Eric A. Shannon, Harlan E. Murray, Mary E. Marshall, Mark S. Ferguson, Michael J. Bertrand, Todd E. Wurtz, L. Daniel Batra, Sandeep Li, Lang Renbarger, Jamie L. Pollok, Karen E. Systems Biology Approach Identifies Prognostic Signatures of Poor Overall Survival and Guides the Prioritization of Novel BET-CHK1 Combination Therapy for Osteosarcoma |
title | Systems Biology Approach Identifies Prognostic Signatures of Poor Overall Survival and Guides the Prioritization of Novel BET-CHK1 Combination Therapy for Osteosarcoma |
title_full | Systems Biology Approach Identifies Prognostic Signatures of Poor Overall Survival and Guides the Prioritization of Novel BET-CHK1 Combination Therapy for Osteosarcoma |
title_fullStr | Systems Biology Approach Identifies Prognostic Signatures of Poor Overall Survival and Guides the Prioritization of Novel BET-CHK1 Combination Therapy for Osteosarcoma |
title_full_unstemmed | Systems Biology Approach Identifies Prognostic Signatures of Poor Overall Survival and Guides the Prioritization of Novel BET-CHK1 Combination Therapy for Osteosarcoma |
title_short | Systems Biology Approach Identifies Prognostic Signatures of Poor Overall Survival and Guides the Prioritization of Novel BET-CHK1 Combination Therapy for Osteosarcoma |
title_sort | systems biology approach identifies prognostic signatures of poor overall survival and guides the prioritization of novel bet-chk1 combination therapy for osteosarcoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7564419/ https://www.ncbi.nlm.nih.gov/pubmed/32859084 http://dx.doi.org/10.3390/cancers12092426 |
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