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Characterization of Different Subtypes of Immune Cell Infiltration in Glioblastoma to Aid Immunotherapy
Glioblastoma multiforme (GBM) has been identified as a frequently occurring adult primary brain cancer that is highly aggressive. Currently, the prognostic outcome for GBM patients is dismal, even with intensive treatment, and the median overall survival (OS) is 14.6 months. Immunotherapy, which is...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9254719/ https://www.ncbi.nlm.nih.gov/pubmed/35799789 http://dx.doi.org/10.3389/fimmu.2022.799509 |
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author | Feng, Peng Li, Zhenqing Li, Yuchen Zhang, Yuelin Miao, Xingyu |
author_facet | Feng, Peng Li, Zhenqing Li, Yuchen Zhang, Yuelin Miao, Xingyu |
author_sort | Feng, Peng |
collection | PubMed |
description | Glioblastoma multiforme (GBM) has been identified as a frequently occurring adult primary brain cancer that is highly aggressive. Currently, the prognostic outcome for GBM patients is dismal, even with intensive treatment, and the median overall survival (OS) is 14.6 months. Immunotherapy, which is specific at the cellular level and can generate persistent immunosurveillance, is now becoming a promising tool to treat diverse cancers. However, the complicated nature of the tumor microenvironment (TME) makes it challenging to develop anti-GBM immunotherapy because several cell types, cytokines, and signaling pathways are involved in generating the immunosuppressive environment. Novel immunotherapies can illustrate novel tumor-induced immunosuppressive mechanisms. Here, we used unsupervised clustering analysis to identify different subtypes of immune cell infiltration that actuated different prognoses, biological actions, and immunotherapy responses. Gene cluster A, with a hot immune cell infiltration phenotype, had high levels of immune-related genes (IRGs), which were associated with immune pathways including the interferon-gamma response and interferon-alpha response, and had low IDH1 and ATRX mutation frequencies. Gene cluster B, a cold immune cell infiltration subtype, exhibited a high expression of the KCNIP2, SCRT1, CPLX2, JPH3, UNC13A, GABRB3, ARPP21, DLGAP1, NRXN1, DLL3, CA10, MAP2, SEZ6L, GRIA2, and GRIA4 genes and a low expression of immune-related genes, i.e., low levels of immune reactivity. Our study highlighted the complex interplay between immune cell infiltration and genetic mutation in the establishment of the tumor immune phenotype. Gene cluster A was identified as an important subtype with a better prognosis and improved immunotherapy response. |
format | Online Article Text |
id | pubmed-9254719 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92547192022-07-06 Characterization of Different Subtypes of Immune Cell Infiltration in Glioblastoma to Aid Immunotherapy Feng, Peng Li, Zhenqing Li, Yuchen Zhang, Yuelin Miao, Xingyu Front Immunol Immunology Glioblastoma multiforme (GBM) has been identified as a frequently occurring adult primary brain cancer that is highly aggressive. Currently, the prognostic outcome for GBM patients is dismal, even with intensive treatment, and the median overall survival (OS) is 14.6 months. Immunotherapy, which is specific at the cellular level and can generate persistent immunosurveillance, is now becoming a promising tool to treat diverse cancers. However, the complicated nature of the tumor microenvironment (TME) makes it challenging to develop anti-GBM immunotherapy because several cell types, cytokines, and signaling pathways are involved in generating the immunosuppressive environment. Novel immunotherapies can illustrate novel tumor-induced immunosuppressive mechanisms. Here, we used unsupervised clustering analysis to identify different subtypes of immune cell infiltration that actuated different prognoses, biological actions, and immunotherapy responses. Gene cluster A, with a hot immune cell infiltration phenotype, had high levels of immune-related genes (IRGs), which were associated with immune pathways including the interferon-gamma response and interferon-alpha response, and had low IDH1 and ATRX mutation frequencies. Gene cluster B, a cold immune cell infiltration subtype, exhibited a high expression of the KCNIP2, SCRT1, CPLX2, JPH3, UNC13A, GABRB3, ARPP21, DLGAP1, NRXN1, DLL3, CA10, MAP2, SEZ6L, GRIA2, and GRIA4 genes and a low expression of immune-related genes, i.e., low levels of immune reactivity. Our study highlighted the complex interplay between immune cell infiltration and genetic mutation in the establishment of the tumor immune phenotype. Gene cluster A was identified as an important subtype with a better prognosis and improved immunotherapy response. Frontiers Media S.A. 2022-06-21 /pmc/articles/PMC9254719/ /pubmed/35799789 http://dx.doi.org/10.3389/fimmu.2022.799509 Text en Copyright © 2022 Feng, Li, Li, Zhang and Miao https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Feng, Peng Li, Zhenqing Li, Yuchen Zhang, Yuelin Miao, Xingyu Characterization of Different Subtypes of Immune Cell Infiltration in Glioblastoma to Aid Immunotherapy |
title | Characterization of Different Subtypes of Immune Cell Infiltration in Glioblastoma to Aid Immunotherapy |
title_full | Characterization of Different Subtypes of Immune Cell Infiltration in Glioblastoma to Aid Immunotherapy |
title_fullStr | Characterization of Different Subtypes of Immune Cell Infiltration in Glioblastoma to Aid Immunotherapy |
title_full_unstemmed | Characterization of Different Subtypes of Immune Cell Infiltration in Glioblastoma to Aid Immunotherapy |
title_short | Characterization of Different Subtypes of Immune Cell Infiltration in Glioblastoma to Aid Immunotherapy |
title_sort | characterization of different subtypes of immune cell infiltration in glioblastoma to aid immunotherapy |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9254719/ https://www.ncbi.nlm.nih.gov/pubmed/35799789 http://dx.doi.org/10.3389/fimmu.2022.799509 |
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