Genomic and phenotypic characterization of a broad panel of patient-derived xenografts reflects the diversity of glioblastoma

Rachael A. Vaubel, Shulan Tian, Dioval Remonde, Mark A. Schroeder, Ann C. Mladek, Gaspar J. Kitange, Alissa Caron, Thomas M. Kollmeyer, Rebecca Grove, Sen Peng, Brett L. Carlson, Daniel J Ma, Gobinda Sarkar, Lisa Evers, Paul A. Decker, Huihuang Yan, Harshil D. Dhruv, Michael E. Berens, Qianghu Wang, Bianca M. MarinEric W. Klee, Andrea Califano, Daniel H. LaChance, Jeanette E. Eckel-Passow, Roel G. Verhaak, Erik P. Sulman, Terry C. Burns, Fredrick B. Meyer, Brian P. O'Neill, Nhan L. Tran, Caterina Giannini, Robert B. Jenkins, Ian F. Parney, Jann N. Sarkaria

Research output: Contribution to journalArticle

2 Scopus citations

Abstract

Purpose: Glioblastoma is the most frequent and lethal primary brain tumor. Development of novel therapies relies on the availability of relevant preclinical models. We have established a panel of 96 glioblastoma patient-derived xenografts (PDX) and undertaken its genomic and phenotypic characterization. Experimental Design: PDXs were established from glioblastoma, IDH-wildtype (n ¼ 93), glioblastoma, IDH-mutant (n ¼ 2), diffuse midline glioma, H3 K27M-mutant (n ¼ 1), and both primary (n ¼ 60) and recurrent (n ¼ 34) tumors. Tumor growth rates, histopathology, and treatment response were characterized. Integrated molecular profiling was performed by whole-exome sequencing (WES, n ¼ 83), RNA-sequencing (n ¼ 68), and genome-wide methylation profiling (n ¼ 76). WES data from 24 patient tumors was compared with derivative models. Results: PDXs recapitulate many key phenotypic and molecular features of patient tumors. Orthotopic PDXs show characteristic tumor morphology and invasion patterns, but largely lack microvascular proliferation and necrosis. PDXs capture common and rare molecular drivers, including alterations of TERT, EGFR, PTEN, TP53, BRAF, and IDH1, most at frequencies comparable with human glioblastoma. However, PDGFRA amplification was absent. RNA-sequencing and genome-wide methylation profiling demonstrated broad representation of glioblastoma molecular subtypes. MGMT promoter methylation correlated with increased survival in response to temozolomide. WES of 24 matched patient tumors showed preservation of most genetic driver alterations, including EGFR amplification. However, in four patient-PDX pairs, driver alterations were gained or lost on engraftment, consistent with clonal selection. Conclusions: Our PDX panel captures the molecular heterogeneity of glioblastoma and recapitulates many salient genetic and phenotypic features. All models and genomic data are openly available to investigators.

Original languageEnglish (US)
Pages (from-to)1094-1104
Number of pages11
JournalClinical Cancer Research
Volume26
Issue number5
DOIs
StatePublished - Mar 1 2020

ASJC Scopus subject areas

  • Oncology
  • Cancer Research

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    Vaubel, R. A., Tian, S., Remonde, D., Schroeder, M. A., Mladek, A. C., Kitange, G. J., Caron, A., Kollmeyer, T. M., Grove, R., Peng, S., Carlson, B. L., Ma, D. J., Sarkar, G., Evers, L., Decker, P. A., Yan, H., Dhruv, H. D., Berens, M. E., Wang, Q., ... Sarkaria, J. N. (2020). Genomic and phenotypic characterization of a broad panel of patient-derived xenografts reflects the diversity of glioblastoma. Clinical Cancer Research, 26(5), 1094-1104. https://doi.org/10.1158/1078-0432.CCR-19-0909