Cargando…
MYEF2: an immune infiltration-related prognostic factor in IDH-wild-type glioblastoma
Glioblastoma (GBM) is the most malignant and prevalent primary brain tumor. In this study, weighted gene coexpression network analysis (WGCNA) was performed to analyze RNA binding protein (RBP) expression data from The Cancer Genome Atlas (TCGA) for the IDH-wild type GBM cohort. The CIBERSORT algori...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10457068/ https://www.ncbi.nlm.nih.gov/pubmed/37556355 http://dx.doi.org/10.18632/aging.204939 |
_version_ | 1785096845755678720 |
---|---|
author | Zhang, Yunxiao Wen, Yunyu Nie, Jing Wang, Tong Wang, Gang Gao, Qiaoping Cao, Yongfu Wang, Hai Qi, Songtao Xie, Sidi |
author_facet | Zhang, Yunxiao Wen, Yunyu Nie, Jing Wang, Tong Wang, Gang Gao, Qiaoping Cao, Yongfu Wang, Hai Qi, Songtao Xie, Sidi |
author_sort | Zhang, Yunxiao |
collection | PubMed |
description | Glioblastoma (GBM) is the most malignant and prevalent primary brain tumor. In this study, weighted gene coexpression network analysis (WGCNA) was performed to analyze RNA binding protein (RBP) expression data from The Cancer Genome Atlas (TCGA) for the IDH-wild type GBM cohort. The CIBERSORT algorithm quantified the cellular composition of immune cells and was used to identify key modules associated with CD8+ T cell infiltration. Coexpression networks analysis and protein-protein interaction (PPI) network analysis was used to filter out central RBP genes. Eleven RBP genes, including MYEF2, MAPT, NOVA1, MAP2, TUBB2B, CDH10, TTYH1, PTPRZ1, SOX2, NOVA2 and SCG3, were identified as candidate CD8+ T cell infiltration-associated central genes. A Cox proportional hazards regression model and Kaplan-Meier analysis were applied to identify candidate biomarkers. MYEF2 was selected as a prognostic biomarker based on the results of prognostic analysis. Flow Cytometric Analysis indicated that MYEF2 expression was negatively correlated with dysfunctional CD8+ T cell markers. Kaplan–Meier survival analysis (based on IHC staining) revealed that GBM patients with elevated MYEF2 expression have a better prognosis. Knockdown of MYEF2 in GBM cells via in vitro assays was observed to promote cell proliferation and migration. Our study suggests that MYEF2 expression negatively correlates with T cell exhaustion and tumor progression, rendering it a potentially valuable prognostic biomarker for GBM. |
format | Online Article Text |
id | pubmed-10457068 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-104570682023-08-26 MYEF2: an immune infiltration-related prognostic factor in IDH-wild-type glioblastoma Zhang, Yunxiao Wen, Yunyu Nie, Jing Wang, Tong Wang, Gang Gao, Qiaoping Cao, Yongfu Wang, Hai Qi, Songtao Xie, Sidi Aging (Albany NY) Research Paper Glioblastoma (GBM) is the most malignant and prevalent primary brain tumor. In this study, weighted gene coexpression network analysis (WGCNA) was performed to analyze RNA binding protein (RBP) expression data from The Cancer Genome Atlas (TCGA) for the IDH-wild type GBM cohort. The CIBERSORT algorithm quantified the cellular composition of immune cells and was used to identify key modules associated with CD8+ T cell infiltration. Coexpression networks analysis and protein-protein interaction (PPI) network analysis was used to filter out central RBP genes. Eleven RBP genes, including MYEF2, MAPT, NOVA1, MAP2, TUBB2B, CDH10, TTYH1, PTPRZ1, SOX2, NOVA2 and SCG3, were identified as candidate CD8+ T cell infiltration-associated central genes. A Cox proportional hazards regression model and Kaplan-Meier analysis were applied to identify candidate biomarkers. MYEF2 was selected as a prognostic biomarker based on the results of prognostic analysis. Flow Cytometric Analysis indicated that MYEF2 expression was negatively correlated with dysfunctional CD8+ T cell markers. Kaplan–Meier survival analysis (based on IHC staining) revealed that GBM patients with elevated MYEF2 expression have a better prognosis. Knockdown of MYEF2 in GBM cells via in vitro assays was observed to promote cell proliferation and migration. Our study suggests that MYEF2 expression negatively correlates with T cell exhaustion and tumor progression, rendering it a potentially valuable prognostic biomarker for GBM. Impact Journals 2023-08-08 /pmc/articles/PMC10457068/ /pubmed/37556355 http://dx.doi.org/10.18632/aging.204939 Text en Copyright: © 2023 Zhang et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Zhang, Yunxiao Wen, Yunyu Nie, Jing Wang, Tong Wang, Gang Gao, Qiaoping Cao, Yongfu Wang, Hai Qi, Songtao Xie, Sidi MYEF2: an immune infiltration-related prognostic factor in IDH-wild-type glioblastoma |
title | MYEF2: an immune infiltration-related prognostic factor in IDH-wild-type glioblastoma |
title_full | MYEF2: an immune infiltration-related prognostic factor in IDH-wild-type glioblastoma |
title_fullStr | MYEF2: an immune infiltration-related prognostic factor in IDH-wild-type glioblastoma |
title_full_unstemmed | MYEF2: an immune infiltration-related prognostic factor in IDH-wild-type glioblastoma |
title_short | MYEF2: an immune infiltration-related prognostic factor in IDH-wild-type glioblastoma |
title_sort | myef2: an immune infiltration-related prognostic factor in idh-wild-type glioblastoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10457068/ https://www.ncbi.nlm.nih.gov/pubmed/37556355 http://dx.doi.org/10.18632/aging.204939 |
work_keys_str_mv | AT zhangyunxiao myef2animmuneinfiltrationrelatedprognosticfactorinidhwildtypeglioblastoma AT wenyunyu myef2animmuneinfiltrationrelatedprognosticfactorinidhwildtypeglioblastoma AT niejing myef2animmuneinfiltrationrelatedprognosticfactorinidhwildtypeglioblastoma AT wangtong myef2animmuneinfiltrationrelatedprognosticfactorinidhwildtypeglioblastoma AT wanggang myef2animmuneinfiltrationrelatedprognosticfactorinidhwildtypeglioblastoma AT gaoqiaoping myef2animmuneinfiltrationrelatedprognosticfactorinidhwildtypeglioblastoma AT caoyongfu myef2animmuneinfiltrationrelatedprognosticfactorinidhwildtypeglioblastoma AT wanghai myef2animmuneinfiltrationrelatedprognosticfactorinidhwildtypeglioblastoma AT qisongtao myef2animmuneinfiltrationrelatedprognosticfactorinidhwildtypeglioblastoma AT xiesidi myef2animmuneinfiltrationrelatedprognosticfactorinidhwildtypeglioblastoma |