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Jacob S Rozowsky, Mariëtte E G Kranendonk, Antoinette Y N Schouten- van Meeteren, Lisethe Meijer, Eelco W Hoving, Friso G Calkoen, Pieter Wesseling, Lennart A Kester, Jasper van der Lugt, IMMU-05. Integrative transcriptomic analysis of pilocytic astrocytomas reveals CNS region-associated characteristics, Neuro-Oncology, Volume 24, Issue Supplement_1, June 2022, Pages i81–i82, https://doi.org/10.1093/neuonc/noac079.298
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Abstract
BACKGROUND: Recent insights highlight how the initiation and growth of gliomas is governed by interactions between glioma stem-like cells and stromal and immune cells in the tumor microenvironment. For pilocytic astrocytomas, the most common pediatric CNS tumor, this relationship is so far less explored. To this end, we used transcriptomic methods to investigate inter-patient heterogeneity, and the stromal and immune microenvironment of pilocytic astrocytomas. MATERIALS AND METHODS: In this study, we collected clinical data and tissue of 90 pre-treatment pilocytic astrocytomas from different CNS compartments: posterior fossa (n=57), supratentorial (n=23), and spinal (n=10). The median age at primary resection was 8 (0-16) years, and 66% (n=59) of our cohort was male. From 10 of these patients, we collected post-treatment samples after re-growth of the tumor as well. We characterized all samples by bulk RNA-sequencing and DNA methylation profiling, and selected a subset (n=10) samples for single-nucleus RNA-sequencing. RESULTS: Principal component analysis and unsupervised clustering of bulk sequencing data revealed gene expression patterns correlating to the CNS location of the tumor, consistent with prior reports. Using differential expression and functional pathway analysis, we found CNS region-associated enrichment of cell-cycle, developmental, and inflammatory-related pathways. With respect to the glioma immune microenvironment, supratentorial tumors were enriched in gene-sets related to T-cell activation and cytotoxicity, while spinal tumors had lowest expression of immune-related genes. Moreover, spinal tumors were enriched in pathways related to cell division, nucleotide synthesis, and neurodevelopment. To resolve cell-type expression programs of glioma and immune cells in the microenvironment, we collected and analyzed snRNA-seq data of 10 pilocytic astrocytomas, as well as harmonized our findings with a pre-existing dataset from Vladoiu, 2019. CONCLUSION: Our integrative transcriptomic analysis of pilocytic astrocytomas highlights CNS region-associated differences in expression programs of the glioma cells and in the immune cell composition of the tumor microenvironment.
- gene expression
- cell cycle
- cell growth
- posterior fossa of cranial cavity
- heterogeneity
- cell nucleus
- cells
- dna methylation
- genes
- glioma
- principal component analysis
- small nuclear rna
- sequence analysis, rna
- spinal neoplasms
- supratentorial neoplasms
- neoplasms
- cytotoxicity
- pilocytic astrocytoma
- t-cell activation
- nervous system development
- childhood central nervous system neoplasms
- nucleotide metabolism
- tumor microenvironment
- datasets