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Transcriptional immunogenomic analysis reveals distinct immunological clusters in paediatric nervous system tumours
BACKGROUND: Cancer immunotherapies including immune checkpoint inhibitors and Chimeric Antigen Receptor (CAR) T-cell therapy have shown variable response rates in paediatric patients highlighting the need to establish robust biomarkers for patient selection. While the tumour microenvironment in adul...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10486055/ https://www.ncbi.nlm.nih.gov/pubmed/37679810 http://dx.doi.org/10.1186/s13073-023-01219-x |
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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 Resnick, Adam C. Sorensen, Poul H. Sill, Martin Brabetz, Sebastian Lambo, Sander Malkin, David Johann, Pascal D. 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 Resnick, Adam C. Sorensen, Poul H. Sill, Martin Brabetz, Sebastian Lambo, Sander Malkin, David Johann, Pascal D. Kool, Marcel Jones, David T. W. Pfister, Stefan M. Jäger, Natalie Pugh, Trevor J. |
author_sort | Nabbi, Arash |
collection | PubMed |
description | BACKGROUND: Cancer immunotherapies including immune checkpoint inhibitors and Chimeric Antigen Receptor (CAR) T-cell therapy have shown variable response rates in paediatric patients highlighting the need to establish robust biomarkers for patient selection. While the tumour microenvironment in adults has been widely studied to delineate determinants of immune response, the immune composition of paediatric solid tumours remains relatively uncharacterized calling for investigations to identify potential immune biomarkers. METHODS: To inform immunotherapy approaches in paediatric cancers with embryonal origin, we performed an immunogenomic analysis of RNA-seq data from 925 treatment-naïve paediatric nervous system tumours (pedNST) spanning 12 cancer types from three publicly available data sets. RESULTS: Within pedNST, we uncovered four broad immune clusters: Paediatric Inflamed (10%), Myeloid Predominant (30%), Immune Neutral (43%) and Immune Desert (17%). We validated these clusters using immunohistochemistry, methylation immune inference and segmentation analysis of tissue images. We report shared biology of these immune clusters within and across cancer types, and characterization of specific immune cell frequencies as well as T- and B-cell repertoires. We found no associations between immune infiltration levels and tumour mutational burden, although molecular cancer entities were enriched within specific immune clusters. CONCLUSIONS: Given the heterogeneity of immune infiltration within pedNST, our findings suggest personalized immunogenomic profiling is needed to guide selection of immunotherapeutic strategies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-023-01219-x. |
format | Online Article Text |
id | pubmed-10486055 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104860552023-09-09 Transcriptional immunogenomic analysis reveals distinct immunological clusters in paediatric nervous system tumours 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 Resnick, Adam C. Sorensen, Poul H. Sill, Martin Brabetz, Sebastian Lambo, Sander Malkin, David Johann, Pascal D. Kool, Marcel Jones, David T. W. Pfister, Stefan M. Jäger, Natalie Pugh, Trevor J. Genome Med Research BACKGROUND: Cancer immunotherapies including immune checkpoint inhibitors and Chimeric Antigen Receptor (CAR) T-cell therapy have shown variable response rates in paediatric patients highlighting the need to establish robust biomarkers for patient selection. While the tumour microenvironment in adults has been widely studied to delineate determinants of immune response, the immune composition of paediatric solid tumours remains relatively uncharacterized calling for investigations to identify potential immune biomarkers. METHODS: To inform immunotherapy approaches in paediatric cancers with embryonal origin, we performed an immunogenomic analysis of RNA-seq data from 925 treatment-naïve paediatric nervous system tumours (pedNST) spanning 12 cancer types from three publicly available data sets. RESULTS: Within pedNST, we uncovered four broad immune clusters: Paediatric Inflamed (10%), Myeloid Predominant (30%), Immune Neutral (43%) and Immune Desert (17%). We validated these clusters using immunohistochemistry, methylation immune inference and segmentation analysis of tissue images. We report shared biology of these immune clusters within and across cancer types, and characterization of specific immune cell frequencies as well as T- and B-cell repertoires. We found no associations between immune infiltration levels and tumour mutational burden, although molecular cancer entities were enriched within specific immune clusters. CONCLUSIONS: Given the heterogeneity of immune infiltration within pedNST, our findings suggest personalized immunogenomic profiling is needed to guide selection of immunotherapeutic strategies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-023-01219-x. BioMed Central 2023-09-07 /pmc/articles/PMC10486055/ /pubmed/37679810 http://dx.doi.org/10.1186/s13073-023-01219-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research 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 Resnick, Adam C. Sorensen, Poul H. Sill, Martin Brabetz, Sebastian Lambo, Sander Malkin, David Johann, Pascal D. Kool, Marcel Jones, David T. W. Pfister, Stefan M. Jäger, Natalie Pugh, Trevor J. Transcriptional immunogenomic analysis reveals distinct immunological clusters in paediatric nervous system tumours |
title | Transcriptional immunogenomic analysis reveals distinct immunological clusters in paediatric nervous system tumours |
title_full | Transcriptional immunogenomic analysis reveals distinct immunological clusters in paediatric nervous system tumours |
title_fullStr | Transcriptional immunogenomic analysis reveals distinct immunological clusters in paediatric nervous system tumours |
title_full_unstemmed | Transcriptional immunogenomic analysis reveals distinct immunological clusters in paediatric nervous system tumours |
title_short | Transcriptional immunogenomic analysis reveals distinct immunological clusters in paediatric nervous system tumours |
title_sort | transcriptional immunogenomic analysis reveals distinct immunological clusters in paediatric nervous system tumours |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10486055/ https://www.ncbi.nlm.nih.gov/pubmed/37679810 http://dx.doi.org/10.1186/s13073-023-01219-x |
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