Systems Biology Approach Identifies Prognostic Signatures of Poor Overall Survival and Guides the Prioritization of Novel BET-CHK1 Combination Therapy for Osteosarcoma

dc.contributor.authorPandya, Pankita H.
dc.contributor.authorCheng, Lijun
dc.contributor.authorSaadatzadeh, M. Reza
dc.contributor.authorBijangi-Vishehsaraei, Khadijeh
dc.contributor.authorTang, Shan
dc.contributor.authorSinn, Anthony L.
dc.contributor.authorTrowbridge, Melissa A.
dc.contributor.authorCoy, Kathryn L.
dc.contributor.authorBailey, Barbara J.
dc.contributor.authorYoung, Courtney N.
dc.contributor.authorDing, Jixin
dc.contributor.authorDobrota, Erika A.
dc.contributor.authorDyer, Savannah
dc.contributor.authorElmi, Adily
dc.contributor.authorThompson, Quinton
dc.contributor.authorBarghi, Farinaz
dc.contributor.authorShultz, Jeremiah
dc.contributor.authorAlbright, Eric A.
dc.contributor.authorShannon, Harlan E.
dc.contributor.authorMurray, Mary E.
dc.contributor.authorMarshall, Mark S.
dc.contributor.authorFerguson, Michael J.
dc.contributor.authorBertrand, Todd E.
dc.contributor.authorWurtz, L. Daniel
dc.contributor.authorBatra, Sandeep
dc.contributor.authorLi, Lang
dc.contributor.authorRenbarger, Jamie L.
dc.contributor.authorPollok, Karen E.
dc.contributor.departmentPediatrics, School of Medicineen_US
dc.date.accessioned2021-06-14T15:41:05Z
dc.date.available2021-06-14T15:41:05Z
dc.date.issued2020-08-26
dc.description.abstractOsteosarcoma (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.en_US
dc.identifier.citationPandya, P. H., Cheng, L., Saadatzadeh, M. R., Bijangi-Vishehsaraei, K., Tang, S., Sinn, A. L., Trowbridge, M. A., Coy, K. L., Bailey, B. J., Young, C. N., Ding, J., Dobrota, E. A., Dyer, S., Elmi, A., Thompson, Q., Barghi, F., Shultz, J., Albright, E. A., Shannon, H. E., … Pollok, K. E. (2020). Systems Biology Approach Identifies Prognostic Signatures of Poor Overall Survival and Guides the Prioritization of Novel BET-CHK1 Combination Therapy for Osteosarcoma. Cancers, 12(9), 2426. https://doi.org/10.3390/cancers12092426en_US
dc.identifier.urihttps://hdl.handle.net/1805/26134
dc.language.isoen_USen_US
dc.publisherMDPIen_US
dc.relation.isversionof10.3390/cancers12092426en_US
dc.relation.journalCancersen_US
dc.rightsAttribution 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.sourcePMCen_US
dc.subjectosteosarcomaen_US
dc.subjectprecision genomicsen_US
dc.subjectmolecular signatureen_US
dc.subjectbiomarkersen_US
dc.subjectMYCen_US
dc.subjectRAD21en_US
dc.subjectCHK1en_US
dc.subjectBETsen_US
dc.titleSystems Biology Approach Identifies Prognostic Signatures of Poor Overall Survival and Guides the Prioritization of Novel BET-CHK1 Combination Therapy for Osteosarcomaen_US
dc.typeArticleen_US
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