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Item Integrative Multi-OMICs Identifies Therapeutic Response Biomarkers and Confirms Fidelity of Clinically Annotated, Serially Passaged Patient-Derived Xenografts Established from Primary and Metastatic Pediatric and AYA Solid Tumors(MDPI, 2022-12-30) Pandya, Pankita H.; Jannu, Asha Jacob; Bijangi-Vishehsaraei, Khadijeh; Dobrota, Erika; Bailey, Barbara J.; Barghi, Farinaz; Shannon, Harlan E.; Riyahi, Niknam; Damayanti, Nur P.; Young, Courtney; Malko, Rada; Justice, Ryli; Albright, Eric; Sandusky, George E.; Wurtz, L. Daniel; Collier, Christopher D.; Marshall, Mark S.; Gallagher, Rosa I.; Wulfkuhle, Julia D.; Petricoin, Emanuel F.; Coy, Kathy; Trowbridge, Melissa; Sinn, Anthony L.; Renbarger, Jamie L.; Ferguson, Michael J.; Huang, Kun; Zhang, Jie; Saadatzadeh, M. Reza; Pollok, Karen E.; Pediatrics, School of MedicineEstablishment of clinically annotated, molecularly characterized, patient-derived xenografts (PDXs) from treatment-naïve and pretreated patients provides a platform to test precision genomics-guided therapies. An integrated multi-OMICS pipeline was developed to identify cancer-associated pathways and evaluate stability of molecular signatures in a panel of pediatric and AYA PDXs following serial passaging in mice. Original solid tumor samples and their corresponding PDXs were evaluated by whole-genome sequencing, RNA-seq, immunoblotting, pathway enrichment analyses, and the drug−gene interaction database to identify as well as cross-validate actionable targets in patients with sarcomas or Wilms tumors. While some divergence between original tumor and the respective PDX was evident, majority of alterations were not functionally impactful, and oncogenic pathway activation was maintained following serial passaging. CDK4/6 and BETs were prioritized as biomarkers of therapeutic response in osteosarcoma PDXs with pertinent molecular signatures. Inhibition of CDK4/6 or BETs decreased osteosarcoma PDX growth (two-way ANOVA, p < 0.05) confirming mechanistic involvement in growth. Linking patient treatment history with molecular and efficacy data in PDX will provide a strong rationale for targeted therapy and improve our understanding of which therapy is most beneficial in patients at diagnosis and in those already exposed to therapy.Item Systems Biology Approach Identifies Prognostic Signatures of Poor Overall Survival and Guides the Prioritization of Novel BET-CHK1 Combination Therapy for Osteosarcoma(MDPI, 2020-08-26) 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.; Pediatrics, School of MedicineOsteosarcoma (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.