142 Genetic and Nongenetic Determinants of Cellular Architecture in IDH1-Mutant Oligodendrogliomas and Astrocytomas Using Single-Cell Transcriptome Analysis

Andrew Sean Venteicher, Itay Tirosh, Christine Hebert, Leah Escalante, Robert L. Martuza, Brian V. Nahed, William T. Curry, Daniel P. Cahill, Bradley Bernstein, David N. Louis, Aviv Regev, Mario Suva

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Abstract

INTRODUCTION: Gliomas are among the most lethal malignancies and their histogenesis in humans remains unresolved. IDH1 mutational status and co-occurring genetic alterations define major clinical and prognostic classes of gliomas that closely mirror their histologic classification into astrocytic or oligodendroglial tumors. This suggests that distinct progenitor cells give rise to different glioma types, or conversely, that genetic mutations influence cellular lineages, generating tumors of different cellular composition.

METHODS: We profiled 4400 freshly isolated single cells from IDH1-mutant oligodendrogliomas and 7500 single cells from IDH1-mutant astrocytomas by RNA-seq and reconstructed the architecture from consented patients. We identify distinct subpopulations of cells by coupling computational methods to find transcriptional signatures of cellular state with experimental validation using in situ RNA hybridization/immunohistochemistry. To identify subclones carrying unique genetic mutations, we combine mutation calling from whole exome sequencing on bulk tumor samples and from single-cell RNA sequencing to obtain a high-confidence set of mutations contained within subclones.

RESULTS: We found that irrespective of their histologic subclassification into astrocytic or oligodendroglial tumors, all IDH1 mutant gliomas share a similar cellular architecture that is distinct from IDH1 wild-type gliomas. In almost all cases, subclonal analysis defined by shared genetic mutations cause a shift in the distribution of cellular states within a tumor, but the overarching architecture is preserved. By directly comparing single cells between different glioma subtypes and from genetic subclones within the same tumor, we propose a model to decouple genetic and lineage determinants of cancer cell programs at single-cell resolution.

CONCLUSION: These data demonstrate that at least 2 contributions to glioma cellular architecture exist: (1) genetic influences, as identified by mutation and chromosomal aberrations within tumor subclones, and (2) nongenetic influences whereby progenitor-like tumor cells give rise to 2 dominant, more differentiated glial subpopulations of tumor cells, in a process akin to normal differentiation during neurodevelopment.

Original languageEnglish (US)
Number of pages1
JournalNeurosurgery
Volume63
DOIs
StatePublished - Aug 1 2016
Externally publishedYes

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    Venteicher, A. S., Tirosh, I., Hebert, C., Escalante, L., Martuza, R. L., Nahed, B. V., Curry, W. T., Cahill, D. P., Bernstein, B., Louis, D. N., Regev, A., & Suva, M. (2016). 142 Genetic and Nongenetic Determinants of Cellular Architecture in IDH1-Mutant Oligodendrogliomas and Astrocytomas Using Single-Cell Transcriptome Analysis. Neurosurgery, 63. https://doi.org/10.1227/01.neu.0000489712.44702.0d