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IMMU-04. Transcriptional analysis reveals distinct microenvironmental subgroups across pediatric nervous system tumors
INTRODUCTION: Recent clinical trials of immune checkpoint inhibitors indicated 5-11% response rate in pediatric patients depending on cancer type and expression of target proteins. Currently, a systematic analysis characterizing the immune microenvironment of childhood tumors is lacking. The main ob...
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/PMC9164869/ http://dx.doi.org/10.1093/neuonc/noac079.297 |
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author | Nabbi, Arash Beck, Pengbo Delaidelli, Alberto Oldridge, Derek A Sudhaman, Sumedha Zhu, Kelsey Yang, S Y Cindy Mulder, David T Bruce, Jeffrey P Paulson, Joseph N Raman, Pichai Zhu, Yuankun Silll, Martin Brabetz, Sebastian Lambo, Sander Johann, Pascal D Resnick, Adam C Sorensen, Poul H Malkin, David Kool, Marcel Jones, David T W Pfister, Stefan M Jäger, Natalie Pugh, Trevor J |
author_facet | Nabbi, Arash Beck, Pengbo Delaidelli, Alberto Oldridge, Derek A Sudhaman, Sumedha Zhu, Kelsey Yang, S Y Cindy Mulder, David T Bruce, Jeffrey P Paulson, Joseph N Raman, Pichai Zhu, Yuankun Silll, Martin Brabetz, Sebastian Lambo, Sander Johann, Pascal D Resnick, Adam C Sorensen, Poul H Malkin, David Kool, Marcel Jones, David T W Pfister, Stefan M Jäger, Natalie Pugh, Trevor J |
author_sort | Nabbi, Arash |
collection | PubMed |
description | INTRODUCTION: Recent clinical trials of immune checkpoint inhibitors indicated 5-11% response rate in pediatric patients depending on cancer type and expression of target proteins. Currently, a systematic analysis characterizing the immune microenvironment of childhood tumors is lacking. The main objective of this study is to uncover the features of immune microenvironment in pediatric nervous system tumors (pedNST). METHODS: We compiled transcriptomes of 925 tumors from three initiatives, Therapeutically Applicable Research To Generate Effective Treatments (TARGET, n = 149), International Cancer Genome Consortium (ICGC, n = 195) and Children Brain Tumor Tissue Network (CBTN, n = 581). We analyzed the performance of immune deconvolution tools and used publicly available datasets to define immune genesets. We conducted a consensus analysis to assign genes to cell-types and identify immunological groups. RESULTS: We found wide variability in immune infiltration across and within cancer types ranging from cold tumors such as medulloblastoma (2.7% infiltrate) to infiltrated entities such as neurofibroma (22.6%). Consensus clustering revealed four distinct immune clusters. The pediatric inflamed group (10%) included MYCN non-amplified neuroblastoma and ATRT. The myeloid-predominant group (30%) showed decreased infiltration of lymphoid cells but enrichment of myeloid cell genesets. The pediatric-cold group (42%) harbored no enrichment of immune genesets and included 72% of ependymomas and 65% of medulloblastomas. The immune excluded group (18%) showed depletion of immune cell-types and included sonic-hedgehog medulloblastoma. 71% of pedNST belonged to the lymphocyte depleted or immunologically quiet clusters, indicating the cold immune microenvironment in pedNST compared to adult cancers. CONCLUSION: We report characteristics of the immune microenvironment in pedNST. We found an overall cold microenvironment with low lymphocyte infiltration in this population compared to common adult cancers. We identified ~10% of tumors harboring a relatively inflamed microenvironment. Our data uncover characteristics of immune infiltration in pediatric tumors with potential implications to guide therapy. |
format | Online Article Text |
id | pubmed-9164869 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-91648692022-06-05 IMMU-04. Transcriptional analysis reveals distinct microenvironmental subgroups across pediatric nervous system tumors Nabbi, Arash Beck, Pengbo Delaidelli, Alberto Oldridge, Derek A Sudhaman, Sumedha Zhu, Kelsey Yang, S Y Cindy Mulder, David T Bruce, Jeffrey P Paulson, Joseph N Raman, Pichai Zhu, Yuankun Silll, Martin Brabetz, Sebastian Lambo, Sander Johann, Pascal D Resnick, Adam C Sorensen, Poul H Malkin, David Kool, Marcel Jones, David T W Pfister, Stefan M Jäger, Natalie Pugh, Trevor J Neuro Oncol Immunotherapy INTRODUCTION: Recent clinical trials of immune checkpoint inhibitors indicated 5-11% response rate in pediatric patients depending on cancer type and expression of target proteins. Currently, a systematic analysis characterizing the immune microenvironment of childhood tumors is lacking. The main objective of this study is to uncover the features of immune microenvironment in pediatric nervous system tumors (pedNST). METHODS: We compiled transcriptomes of 925 tumors from three initiatives, Therapeutically Applicable Research To Generate Effective Treatments (TARGET, n = 149), International Cancer Genome Consortium (ICGC, n = 195) and Children Brain Tumor Tissue Network (CBTN, n = 581). We analyzed the performance of immune deconvolution tools and used publicly available datasets to define immune genesets. We conducted a consensus analysis to assign genes to cell-types and identify immunological groups. RESULTS: We found wide variability in immune infiltration across and within cancer types ranging from cold tumors such as medulloblastoma (2.7% infiltrate) to infiltrated entities such as neurofibroma (22.6%). Consensus clustering revealed four distinct immune clusters. The pediatric inflamed group (10%) included MYCN non-amplified neuroblastoma and ATRT. The myeloid-predominant group (30%) showed decreased infiltration of lymphoid cells but enrichment of myeloid cell genesets. The pediatric-cold group (42%) harbored no enrichment of immune genesets and included 72% of ependymomas and 65% of medulloblastomas. The immune excluded group (18%) showed depletion of immune cell-types and included sonic-hedgehog medulloblastoma. 71% of pedNST belonged to the lymphocyte depleted or immunologically quiet clusters, indicating the cold immune microenvironment in pedNST compared to adult cancers. CONCLUSION: We report characteristics of the immune microenvironment in pedNST. We found an overall cold microenvironment with low lymphocyte infiltration in this population compared to common adult cancers. We identified ~10% of tumors harboring a relatively inflamed microenvironment. Our data uncover characteristics of immune infiltration in pediatric tumors with potential implications to guide therapy. Oxford University Press 2022-06-03 /pmc/articles/PMC9164869/ http://dx.doi.org/10.1093/neuonc/noac079.297 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 Nabbi, Arash Beck, Pengbo Delaidelli, Alberto Oldridge, Derek A Sudhaman, Sumedha Zhu, Kelsey Yang, S Y Cindy Mulder, David T Bruce, Jeffrey P Paulson, Joseph N Raman, Pichai Zhu, Yuankun Silll, Martin Brabetz, Sebastian Lambo, Sander Johann, Pascal D Resnick, Adam C Sorensen, Poul H Malkin, David Kool, Marcel Jones, David T W Pfister, Stefan M Jäger, Natalie Pugh, Trevor J IMMU-04. Transcriptional analysis reveals distinct microenvironmental subgroups across pediatric nervous system tumors |
title | IMMU-04. Transcriptional analysis reveals distinct microenvironmental subgroups across pediatric nervous system tumors |
title_full | IMMU-04. Transcriptional analysis reveals distinct microenvironmental subgroups across pediatric nervous system tumors |
title_fullStr | IMMU-04. Transcriptional analysis reveals distinct microenvironmental subgroups across pediatric nervous system tumors |
title_full_unstemmed | IMMU-04. Transcriptional analysis reveals distinct microenvironmental subgroups across pediatric nervous system tumors |
title_short | IMMU-04. Transcriptional analysis reveals distinct microenvironmental subgroups across pediatric nervous system tumors |
title_sort | immu-04. transcriptional analysis reveals distinct microenvironmental subgroups across pediatric nervous system tumors |
topic | Immunotherapy |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9164869/ http://dx.doi.org/10.1093/neuonc/noac079.297 |
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