Integration of genomics, high throughput drug screening, and personalized xenograft models as a novel precision medicine paradigm for high risk pediatric cancer

Pediatric high grade gliomas (HGG) are primary brain malignancies that result in significant morbidity and mortality. One of the challenges in their treatment is inter- and intra-tumoral heterogeneity. Precision medicine approaches have the potential to enhance diagnostic, prognostic and/or therapeu...

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Published inCancer biology & therapy Vol. 19; no. 12; pp. 1078 - 1087
Main Authors Tsoli, Maria, Wadham, Carol, Pinese, Mark, Failes, Tim, Joshi, Swapna, Mould, Emily, Yin, Julia X, Gayevskiy, Velimir, Kumar, Amit, Kaplan, Warren, Ekert, Paul G, Saletta, Federica, Franshaw, Laura, Liu, Jie, Gifford, Andrew, Weber, Martin A, Rodriguez, Michael, Cohn, Richard J, Arndt, Greg, Tyrrell, Vanessa, Haber, Michelle, Trahair, Toby, Marshall, Glenn M, McDonald, Kerrie, Cowley, Mark J, Ziegler, David S
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Published United States Taylor & Francis 02.12.2018
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Abstract Pediatric high grade gliomas (HGG) are primary brain malignancies that result in significant morbidity and mortality. One of the challenges in their treatment is inter- and intra-tumoral heterogeneity. Precision medicine approaches have the potential to enhance diagnostic, prognostic and/or therapeutic information. In this case study we describe the molecular characterization of a pediatric HGG and the use of an integrated approach based on genomic, in vitro and in vivo testing to identify actionable targets and treatment options. Molecular analysis based on WGS performed on initial and recurrent tumor biopsies revealed mutations in TP53, TSC1 and CIC genes, focal amplification of MYCN, and copy number gains in SMO and c-MET. Transcriptomic analysis identified increased expression of MYCN, and genes involved in sonic hedgehog signaling proteins (SHH, SMO, GLI1, GLI2) and receptor tyrosine kinase pathways (PLK, AURKA, c-MET). HTS revealed no cytotoxic efficacy of SHH pathway inhibitors while sensitivity was observed to the mTOR inhibitor temsirolimus, the ALK inhibitor ceritinib, and the PLK1 inhibitor BI2536. Based on the integrated approach, temsirolimus, ceritinib, BI2536 and standard therapy temozolomide were selected for further in vivo evaluation. Using the PDX animal model (median survival 28 days) we showed significant in vivo activity for mTOR inhibition by temsirolimus and BI2536 (median survival 109 and 115.5 days respectively) while ceritinib and temozolomide had only a moderate effect (43 and 75.5 days median survival respectively). This case study demonstrates that an integrated approach based on genomic, in vitro and in vivo drug efficacy testing in a PDX model may be useful to guide the management of high risk pediatric brain tumor in a clinically meaningful timeframe.
AbstractList Pediatric high grade gliomas (HGG) are primary brain malignancies that result in significant morbidity and mortality. One of the challenges in their treatment is inter- and intra-tumoral heterogeneity. Precision medicine approaches have the potential to enhance diagnostic, prognostic and/or therapeutic information. In this case study we describe the molecular characterization of a pediatric HGG and the use of an integrated approach based on genomic, in vitro and in vivo testing to identify actionable targets and treatment options. Molecular analysis based on WGS performed on initial and recurrent tumor biopsies revealed mutations in TP53, TSC1 and CIC genes, focal amplification of MYCN , and copy number gains in SMO and c-MET . Transcriptomic analysis identified increased expression of MYCN , and genes involved in sonic hedgehog signaling proteins ( SHH, SMO, GLI1, GLI2 ) and receptor tyrosine kinase pathways ( PLK, AURKA, c-MET ). HTS revealed no cytotoxic efficacy of SHH pathway inhibitors while sensitivity was observed to the mTOR inhibitor temsirolimus, the ALK inhibitor ceritinib, and the PLK1 inhibitor BI2536. Based on the integrated approach, temsirolimus, ceritinib, BI2536 and standard therapy temozolomide were selected for further in vivo evaluation. Using the PDX animal model (median survival 28 days) we showed significant in vivo activity for mTOR inhibition by temsirolimus and BI2536 (median survival 109 and 115.5 days respectively) while ceritinib and temozolomide had only a moderate effect (43 and 75.5 days median survival respectively). This case study demonstrates that an integrated approach based on genomic, in vitro and in vivo drug efficacy testing in a PDX model may be useful to guide the management of high risk pediatric brain tumor in a clinically meaningful timeframe.
Pediatric high grade gliomas (HGG) are primary brain malignancies that result in significant morbidity and mortality. One of the challenges in their treatment is inter- and intra-tumoral heterogeneity. Precision medicine approaches have the potential to enhance diagnostic, prognostic and/or therapeutic information. In this case study we describe the molecular characterization of a pediatric HGG and the use of an integrated approach based on genomic, in vitro and in vivo testing to identify actionable targets and treatment options. Molecular analysis based on WGS performed on initial and recurrent tumor biopsies revealed mutations in TP53, TSC1 and CIC genes, focal amplification of MYCN, and copy number gains in SMO and c-MET. Transcriptomic analysis identified increased expression of MYCN, and genes involved in sonic hedgehog signaling proteins (SHH, SMO, GLI1, GLI2) and receptor tyrosine kinase pathways (PLK, AURKA, c-MET). HTS revealed no cytotoxic efficacy of SHH pathway inhibitors while sensitivity was observed to the mTOR inhibitor temsirolimus, the ALK inhibitor ceritinib, and the PLK1 inhibitor BI2536. Based on the integrated approach, temsirolimus, ceritinib, BI2536 and standard therapy temozolomide were selected for further in vivo evaluation. Using the PDX animal model (median survival 28 days) we showed significant in vivo activity for mTOR inhibition by temsirolimus and BI2536 (median survival 109 and 115.5 days respectively) while ceritinib and temozolomide had only a moderate effect (43 and 75.5 days median survival respectively). This case study demonstrates that an integrated approach based on genomic, in vitro and in vivo drug efficacy testing in a PDX model may be useful to guide the management of high risk pediatric brain tumor in a clinically meaningful timeframe.
Author Mould, Emily
Cowley, Mark J
Cohn, Richard J
Marshall, Glenn M
Haber, Michelle
Liu, Jie
Rodriguez, Michael
Pinese, Mark
Arndt, Greg
Wadham, Carol
Yin, Julia X
Failes, Tim
Franshaw, Laura
Tsoli, Maria
Kaplan, Warren
Ekert, Paul G
Joshi, Swapna
Gifford, Andrew
Tyrrell, Vanessa
Trahair, Toby
Saletta, Federica
Ziegler, David S
Gayevskiy, Velimir
McDonald, Kerrie
Weber, Martin A
Kumar, Amit
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  organization: c ACRF Drug Discovery Centre for Childhood Cancer, Children's Cancer Institute, Lowy Cancer Research Centre , University of New South Wales , Randwick , New South Wales , Australia
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Issue 12
Keywords patient derived xenografts
pediatric brain tumors
high throughput drug screening
personalized medicine
targeted treatment
Language English
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Maria Tsoli, Carol Wadham, Mark Pinese, Kerrie McDonald, Mark J. Cowley and David S. Ziegler contributed equally to the manuscript.Supplemental data for this article can be accessed here.
Color versions of one or more of the figures in the article can be found online at www.tandfonline.com/kcbt.
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Snippet Pediatric high grade gliomas (HGG) are primary brain malignancies that result in significant morbidity and mortality. One of the challenges in their treatment...
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StartPage 1078
SubjectTerms Age Factors
Animals
Bedside to Bench Report
Biopsy
Child
Disease Models, Animal
DNA Methylation
Drug Screening Assays, Antitumor - methods
Genomics - methods
high throughput drug screening
High-Throughput Screening Assays
Humans
Magnetic Resonance Imaging
Male
Mice
Neoplasms - diagnosis
Neoplasms - drug therapy
Neoplasms - genetics
Neoplasms - mortality
patient derived xenografts
pediatric brain tumors
personalized medicine
Precision Medicine - methods
Recurrence
targeted treatment
Treatment Outcome
Xenograft Model Antitumor Assays
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Title Integration of genomics, high throughput drug screening, and personalized xenograft models as a novel precision medicine paradigm for high risk pediatric cancer
URI https://www.ncbi.nlm.nih.gov/pubmed/30299205
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https://pubmed.ncbi.nlm.nih.gov/PMC6301829
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Volume 19
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