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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
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.
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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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