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Higher cytolytic score correlates with an immunosuppressive tumor microenvironment and reduced survival in glioblastoma
Cytolytic score (CYT), calculated from mRNA expression levels of granzyme and perforin, positively correlates with CD8+ T cell infiltration/activity in a variety of cancers. Unlike other cancers, higher CYT has been associated with worse prognosis in glioblastoma (GBM). To address this discrepancy,...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7567862/ https://www.ncbi.nlm.nih.gov/pubmed/33067480 http://dx.doi.org/10.1038/s41598-020-73793-8 |
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author | Haddad, Alexander F. Chen, Jia-Shu Oh, Taemin Pereira, Matheus P. Joshi, Rushikesh S. Aghi, Manish K. |
author_facet | Haddad, Alexander F. Chen, Jia-Shu Oh, Taemin Pereira, Matheus P. Joshi, Rushikesh S. Aghi, Manish K. |
author_sort | Haddad, Alexander F. |
collection | PubMed |
description | Cytolytic score (CYT), calculated from mRNA expression levels of granzyme and perforin, positively correlates with CD8+ T cell infiltration/activity in a variety of cancers. Unlike other cancers, higher CYT has been associated with worse prognosis in glioblastoma (GBM). To address this discrepancy, we sought to investigate the relationship between CYT and immune checkpoint gene score (ICGscore), as well as their correlation with patient survival and tumor immune cell infiltration. Clinical and RNA-sequencing data for patients with newly diagnosed GBM were obtained from The Cancer Genome Atlas. Maximally-selected rank statistics was used to dichotomize subgroups. CIBERSORT was used to estimate abudence of immune cell-types. Spearman correlation was used to characterize the relationship between CYT and ICGscore. Kaplan–Meier curves were generated for survival analysis. Overall, 28/151 patients had high CYT. High CYT was associated with a mesenchymal subtype (p < 0.001) and worse survival (7.45 vs. 12.2 months, p < 0.001). There were no differences in patient demographics, IDH/MGMT mutation status, or treatment. On subgroup analysis, patients with high CYT/ICGscore had significantly increased CD8+ infiltration (p < 0.001), as expected, and worse survival (HR 0.445, p < 0.01). Furthermore, CYT strongly correlated with ICGscore (R(S) = 0.675, p < 0.001). The high CYT/ICGscore subgroup was associated with greater infiltration of M2 macrophages (p = 0.011) and neutrophils (p = 0.055). Our study highlights a multidimensional immunosuppressive GBM microenvironment in patients with higher CYT and potentially identifies patients with high CYT/ICGscore as a subgroup that may particularly benefit from multi-faceted immunotherapies, given their already elevated tumor CD8+ T cell levels. |
format | Online Article Text |
id | pubmed-7567862 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-75678622020-10-19 Higher cytolytic score correlates with an immunosuppressive tumor microenvironment and reduced survival in glioblastoma Haddad, Alexander F. Chen, Jia-Shu Oh, Taemin Pereira, Matheus P. Joshi, Rushikesh S. Aghi, Manish K. Sci Rep Article Cytolytic score (CYT), calculated from mRNA expression levels of granzyme and perforin, positively correlates with CD8+ T cell infiltration/activity in a variety of cancers. Unlike other cancers, higher CYT has been associated with worse prognosis in glioblastoma (GBM). To address this discrepancy, we sought to investigate the relationship between CYT and immune checkpoint gene score (ICGscore), as well as their correlation with patient survival and tumor immune cell infiltration. Clinical and RNA-sequencing data for patients with newly diagnosed GBM were obtained from The Cancer Genome Atlas. Maximally-selected rank statistics was used to dichotomize subgroups. CIBERSORT was used to estimate abudence of immune cell-types. Spearman correlation was used to characterize the relationship between CYT and ICGscore. Kaplan–Meier curves were generated for survival analysis. Overall, 28/151 patients had high CYT. High CYT was associated with a mesenchymal subtype (p < 0.001) and worse survival (7.45 vs. 12.2 months, p < 0.001). There were no differences in patient demographics, IDH/MGMT mutation status, or treatment. On subgroup analysis, patients with high CYT/ICGscore had significantly increased CD8+ infiltration (p < 0.001), as expected, and worse survival (HR 0.445, p < 0.01). Furthermore, CYT strongly correlated with ICGscore (R(S) = 0.675, p < 0.001). The high CYT/ICGscore subgroup was associated with greater infiltration of M2 macrophages (p = 0.011) and neutrophils (p = 0.055). Our study highlights a multidimensional immunosuppressive GBM microenvironment in patients with higher CYT and potentially identifies patients with high CYT/ICGscore as a subgroup that may particularly benefit from multi-faceted immunotherapies, given their already elevated tumor CD8+ T cell levels. Nature Publishing Group UK 2020-10-16 /pmc/articles/PMC7567862/ /pubmed/33067480 http://dx.doi.org/10.1038/s41598-020-73793-8 Text en © The Author(s) 2020 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/. |
spellingShingle | Article Haddad, Alexander F. Chen, Jia-Shu Oh, Taemin Pereira, Matheus P. Joshi, Rushikesh S. Aghi, Manish K. Higher cytolytic score correlates with an immunosuppressive tumor microenvironment and reduced survival in glioblastoma |
title | Higher cytolytic score correlates with an immunosuppressive tumor microenvironment and reduced survival in glioblastoma |
title_full | Higher cytolytic score correlates with an immunosuppressive tumor microenvironment and reduced survival in glioblastoma |
title_fullStr | Higher cytolytic score correlates with an immunosuppressive tumor microenvironment and reduced survival in glioblastoma |
title_full_unstemmed | Higher cytolytic score correlates with an immunosuppressive tumor microenvironment and reduced survival in glioblastoma |
title_short | Higher cytolytic score correlates with an immunosuppressive tumor microenvironment and reduced survival in glioblastoma |
title_sort | higher cytolytic score correlates with an immunosuppressive tumor microenvironment and reduced survival in glioblastoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7567862/ https://www.ncbi.nlm.nih.gov/pubmed/33067480 http://dx.doi.org/10.1038/s41598-020-73793-8 |
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