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IMMU-05. Integrative transcriptomic analysis of pilocytic astrocytomas reveals CNS region-associated characteristics
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 expl...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9164834/ http://dx.doi.org/10.1093/neuonc/noac079.298 |
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author | Rozowsky, Jacob S Kranendonk, Mariëtte E G van Meeteren, Antoinette Y N Schouten- Meijer, Lisethe Hoving, Eelco W Calkoen, Friso G Wesseling, Pieter Kester, Lennart A van der Lugt, Jasper |
author_facet | Rozowsky, Jacob S Kranendonk, Mariëtte E G van Meeteren, Antoinette Y N Schouten- Meijer, Lisethe Hoving, Eelco W Calkoen, Friso G Wesseling, Pieter Kester, Lennart A van der Lugt, Jasper |
author_sort | Rozowsky, Jacob S |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9164834 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-91648342022-06-05 IMMU-05. Integrative transcriptomic analysis of pilocytic astrocytomas reveals CNS region-associated characteristics Rozowsky, Jacob S Kranendonk, Mariëtte E G van Meeteren, Antoinette Y N Schouten- Meijer, Lisethe Hoving, Eelco W Calkoen, Friso G Wesseling, Pieter Kester, Lennart A van der Lugt, Jasper Neuro Oncol Immunotherapy 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. Oxford University Press 2022-06-03 /pmc/articles/PMC9164834/ http://dx.doi.org/10.1093/neuonc/noac079.298 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the Society for Neuro-Oncology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Immunotherapy Rozowsky, Jacob S Kranendonk, Mariëtte E G van Meeteren, Antoinette Y N Schouten- Meijer, Lisethe Hoving, Eelco W Calkoen, Friso G Wesseling, Pieter Kester, Lennart A van der Lugt, Jasper IMMU-05. Integrative transcriptomic analysis of pilocytic astrocytomas reveals CNS region-associated characteristics |
title | IMMU-05. Integrative transcriptomic analysis of pilocytic astrocytomas reveals CNS region-associated characteristics |
title_full | IMMU-05. Integrative transcriptomic analysis of pilocytic astrocytomas reveals CNS region-associated characteristics |
title_fullStr | IMMU-05. Integrative transcriptomic analysis of pilocytic astrocytomas reveals CNS region-associated characteristics |
title_full_unstemmed | IMMU-05. Integrative transcriptomic analysis of pilocytic astrocytomas reveals CNS region-associated characteristics |
title_short | IMMU-05. Integrative transcriptomic analysis of pilocytic astrocytomas reveals CNS region-associated characteristics |
title_sort | immu-05. integrative transcriptomic analysis of pilocytic astrocytomas reveals cns region-associated characteristics |
topic | Immunotherapy |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9164834/ http://dx.doi.org/10.1093/neuonc/noac079.298 |
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