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Cancer immune profiling unveils biomarkers, immunological pathways, and cell type score associated with glioblastoma patients’ survival
INTRODUCTION: Glioblastoma (GBM), isocitrate dehydrogenase (IDH) wild-type (IDH(wt)), and grade 4 astrocytomas, IDH mutant (IDH(mut)), are the most common and aggressive primary malignant brain tumors in adults. A better understanding of the tumor immune microenvironment may provide new biomarkers a...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9791289/ https://www.ncbi.nlm.nih.gov/pubmed/36579028 http://dx.doi.org/10.1177/17588359221127678 |
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author | Moreno, Daniel Antunes da Silva, Luciane Sussuchi Gomes, Isabella Leal, Letícia Ferro Berardinelli, Gustavo Noriz Gonçalves, Gisele Melo Pereira, Caio Augusto Santana, Iara Viana Vidigal Matsushita, Marcus de Medeiros Bhat, Krishna Lawler, Sean Reis, Rui Manuel |
author_facet | Moreno, Daniel Antunes da Silva, Luciane Sussuchi Gomes, Isabella Leal, Letícia Ferro Berardinelli, Gustavo Noriz Gonçalves, Gisele Melo Pereira, Caio Augusto Santana, Iara Viana Vidigal Matsushita, Marcus de Medeiros Bhat, Krishna Lawler, Sean Reis, Rui Manuel |
author_sort | Moreno, Daniel Antunes |
collection | PubMed |
description | INTRODUCTION: Glioblastoma (GBM), isocitrate dehydrogenase (IDH) wild-type (IDH(wt)), and grade 4 astrocytomas, IDH mutant (IDH(mut)), are the most common and aggressive primary malignant brain tumors in adults. A better understanding of the tumor immune microenvironment may provide new biomarkers and therapeutic opportunities. OBJECTIVES: We aimed to evaluate the expression profile of 730 immuno-oncology-related genes in patients with IDH(wt) GBM and IDH(mut) tumors and identify prognostic biomarkers and a gene signature associated with patient survival. METHODS: RNA was isolated from formalin-fixed, paraffin-embedded sections of 99 tumor specimens from patients treated with standard therapy. Gene expression profile was assessed using the Pan-Cancer Immune Profiling Panel (Nanostring Technologies, Inc., Seattle, WA, USA). Data analysis was performed using nSolverSoftware and validated in The Cancer Genome Atlas. In addition, we developed a prognostic signature using the cox regression algorithm (Least Absolute Shrinkage and Selection Operator). RESULTS: We found 88 upregulated genes, high immunological functions, and a high macrophage score in IDH(wt) GBM compared to IDH(mut) tumors. Regarding IDH(wt) GBM, we found 24 upregulated genes in short-term survivors (STS) and overexpression of CD274 (programmed death-ligand 1, PD-L1). Immune pathways, CD45, cytotoxic, and macrophage scores were upregulated in STS. Two different prognostic groups were found based on the 12-gene signature (CXCL14, PSEN2, TNFRSF13C, IL13RA1, MAP2K1, TNFSF14, THY1, CTSL, ITGAE, CHUK, CD207, and IFITM1). CONCLUSION: The elevated expression of immune-oncology-related genes was associated with worse outcome in IDH(wt) GBM patients. Increased immune functions, CD45, cytotoxic cells, and macrophage scores were associated with a more aggressive phenotype and may provide promising possibilities for therapy. Moreover, a 12 gene-based signature could predict patients’ prognosis. |
format | Online Article Text |
id | pubmed-9791289 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-97912892022-12-27 Cancer immune profiling unveils biomarkers, immunological pathways, and cell type score associated with glioblastoma patients’ survival Moreno, Daniel Antunes da Silva, Luciane Sussuchi Gomes, Isabella Leal, Letícia Ferro Berardinelli, Gustavo Noriz Gonçalves, Gisele Melo Pereira, Caio Augusto Santana, Iara Viana Vidigal Matsushita, Marcus de Medeiros Bhat, Krishna Lawler, Sean Reis, Rui Manuel Ther Adv Med Oncol Genomic Biomarkers in Cancer Immunotherapy INTRODUCTION: Glioblastoma (GBM), isocitrate dehydrogenase (IDH) wild-type (IDH(wt)), and grade 4 astrocytomas, IDH mutant (IDH(mut)), are the most common and aggressive primary malignant brain tumors in adults. A better understanding of the tumor immune microenvironment may provide new biomarkers and therapeutic opportunities. OBJECTIVES: We aimed to evaluate the expression profile of 730 immuno-oncology-related genes in patients with IDH(wt) GBM and IDH(mut) tumors and identify prognostic biomarkers and a gene signature associated with patient survival. METHODS: RNA was isolated from formalin-fixed, paraffin-embedded sections of 99 tumor specimens from patients treated with standard therapy. Gene expression profile was assessed using the Pan-Cancer Immune Profiling Panel (Nanostring Technologies, Inc., Seattle, WA, USA). Data analysis was performed using nSolverSoftware and validated in The Cancer Genome Atlas. In addition, we developed a prognostic signature using the cox regression algorithm (Least Absolute Shrinkage and Selection Operator). RESULTS: We found 88 upregulated genes, high immunological functions, and a high macrophage score in IDH(wt) GBM compared to IDH(mut) tumors. Regarding IDH(wt) GBM, we found 24 upregulated genes in short-term survivors (STS) and overexpression of CD274 (programmed death-ligand 1, PD-L1). Immune pathways, CD45, cytotoxic, and macrophage scores were upregulated in STS. Two different prognostic groups were found based on the 12-gene signature (CXCL14, PSEN2, TNFRSF13C, IL13RA1, MAP2K1, TNFSF14, THY1, CTSL, ITGAE, CHUK, CD207, and IFITM1). CONCLUSION: The elevated expression of immune-oncology-related genes was associated with worse outcome in IDH(wt) GBM patients. Increased immune functions, CD45, cytotoxic cells, and macrophage scores were associated with a more aggressive phenotype and may provide promising possibilities for therapy. Moreover, a 12 gene-based signature could predict patients’ prognosis. SAGE Publications 2022-12-21 /pmc/articles/PMC9791289/ /pubmed/36579028 http://dx.doi.org/10.1177/17588359221127678 Text en © The Author(s), 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Genomic Biomarkers in Cancer Immunotherapy Moreno, Daniel Antunes da Silva, Luciane Sussuchi Gomes, Isabella Leal, Letícia Ferro Berardinelli, Gustavo Noriz Gonçalves, Gisele Melo Pereira, Caio Augusto Santana, Iara Viana Vidigal Matsushita, Marcus de Medeiros Bhat, Krishna Lawler, Sean Reis, Rui Manuel Cancer immune profiling unveils biomarkers, immunological pathways, and cell type score associated with glioblastoma patients’ survival |
title | Cancer immune profiling unveils biomarkers, immunological pathways, and cell type score associated with glioblastoma patients’ survival |
title_full | Cancer immune profiling unveils biomarkers, immunological pathways, and cell type score associated with glioblastoma patients’ survival |
title_fullStr | Cancer immune profiling unveils biomarkers, immunological pathways, and cell type score associated with glioblastoma patients’ survival |
title_full_unstemmed | Cancer immune profiling unveils biomarkers, immunological pathways, and cell type score associated with glioblastoma patients’ survival |
title_short | Cancer immune profiling unveils biomarkers, immunological pathways, and cell type score associated with glioblastoma patients’ survival |
title_sort | cancer immune profiling unveils biomarkers, immunological pathways, and cell type score associated with glioblastoma patients’ survival |
topic | Genomic Biomarkers in Cancer Immunotherapy |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9791289/ https://www.ncbi.nlm.nih.gov/pubmed/36579028 http://dx.doi.org/10.1177/17588359221127678 |
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