| Literature DB >> 30299205 |
Maria Tsoli1, Carol Wadham1, Mark Pinese2, Tim Failes3, Swapna Joshi1, Emily Mould1, Julia X Yin4,5, Velimir Gayevskiy6, Amit Kumar6,7, Warren Kaplan4, Paul G Ekert1,8, Federica Saletta9, Laura Franshaw1, Jie Liu1, Andrew Gifford1,10, Martin A Weber10, Michael Rodriguez10, Richard J Cohn11, Greg Arndt3, Vanessa Tyrrell1, Michelle Haber1, Toby Trahair1,11, Glenn M Marshall1,11, Kerrie McDonald2,5, Mark J Cowley4,12, David S Ziegler1,11.
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.Entities:
Keywords: high throughput drug screening; patient derived xenografts; pediatric brain tumors; personalized medicine; targeted treatment
Mesh:
Year: 2018 PMID: 30299205 PMCID: PMC6301829 DOI: 10.1080/15384047.2018.1491498
Source DB: PubMed Journal: Cancer Biol Ther ISSN: 1538-4047 Impact factor: 4.742
Figure 1.DNA methylation array analysis of initial biopsy. (A) Classification of this tumor by methylation analysis indicated some resemblance to atypical teratoid/rhabdoid tumor (AT/RT) and Glioblastoma RTK1 subgroup; (B) Copy-number plot of HGG showing amplification of MYCN and unmethylated status of MGMT.
Figure 2.Whole genome sequencing of primary, and recurrent tumors. Circos plots summarizing somatic genomic variants in the primary tumor (A) and recurrent tumor (B). Each track, from the outside in represent: the VAF of each somatic SNV and indel (green VAF < 0.5, black VAF> 0.5; range 0.0 – 1.0); somatic log2 copy number (green gains, red losses; range −1.0 – 2.0); somatic BAF as blue lines (range 0.0 – 0.5); regions of LOH (blue blocks); and structural variations including translocations (red) and inversions (blue). SNV: single nucleotide variant; indel: small insertion or deletion; VAF: variant allele frequency; BAF: B-allele frequency, i.e., the somatic VAF, of germline heterozygous variants; LOH: loss of heterozygosity.
Figure 3.Comparison of primary and recurrent tumor genomes. (A) Copy number profiles across the genome in the primary and recurrent tumors. Read depth is shown relative to the blood reference for the primary (upper trace) and recurrent (lower trace) tumors, with segments colored by heterozygosity status. Primary and recurrent tumors display very similar copy number and heterozygosity profiles, with the focal amplifications of MYCN and DNMT3A on chromosome 2 present in both (not shown to scale); (B) SNV and indel variant allele frequencies (VAF) are compared between the primary and recurrent tumors. Contiguous variants with similar VAFs were clustered and are shown as single circles, with the circle size proportional to the number of variants in the cluster. The three deleterious variants identified in cancer-related genes are shown as labeled triangles. The linked TP53 and SMARCE1 variants had high VAFs in both samples, consistent with an early clonal event. The TSC1 variant also was likely an early and clonal event, with copy number and heterozygosity analysis indicating that the increase in TSC1 variant VAF was driven by amplification of the mutant locus rather than selection of a subclone.
Figure 4.Gene expression of cancer-specific genes. Gene expression of a panel of cancer-specific genes was assayed by high throughput qRT-PCR and analysed relative to expression in two samples of normal brain. The relative gene expression was then ranked from 1 (highest expression) to 96. Gene expression was also assayed by whole transcriptome RNA sequencing. The average log2 fold change in expression in the sample was determined relative to 8 other pediatric glioma samples. The table lists highly expressed genes that may be contributing to disease progression.
Figure 5.High throughput screen of targeted agents against HGG neurospheres. (A) Heat map shows sensitivity to each chemotherapeutic drug as a measure of IC50 with all drugs being tested up to 10 µM for 72h. Each value is depicted as a gradient of red to white with white being the highest dose tested and red a low nM-range concentration while varying shades of pink indicate an intermediate IC50 value. Each number corresponds to a different chemotherapeutic agent, identified in the adjacent table. (B) Dose response curves for temozolomide, temsirolimus, BI2536 and ceritinib. Each drug was tested over a range of concentrations 0.001–10 µM for 72h and viability was compared to DMSO treated cells.
Figure 6.. (A) Survival curves following treatment with temozolomide (15mg/kg/day, gavage, 3 days/week, 6 weeks), ceritinib (25mg/kg/day gavage, 5 days/week 5 weeks), temsirolimus (20mg/kg/day, IP, 5 days/week, 8 weeks), BI2536 25mg/kg/day, IP 2 days/week, 7 weeks) or vehicle (gavage, IP, 0.9% saline, 5% Tween80, 5% Peg400) in PDX animals. Treatments commenced 10 days after intracranial injection and endpoints were death, weight loss ≥ 20% or severe neurological decline. (B) Sections of brains from surviving animals, sacrificed at day 158 were examined histologically with H&E and immunostained for the proliferation marker Ki67. MRI depicts the absence of tumor in surviving animals at day 158, compared with controls.