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Prognostic value of cuproptosis-related genes signature and its impact on the reshaped immune microenvironment of glioma
Glioma is the most prevalent malignancy in the central nervous system. The impact of ion-induced cell death on malignant tumors’ development and immune microenvironment has attracted broad attention in recent years. Cuproptosis is a novel copper-dependent mechanism that could potentially regulate tu...
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/PMC9576857/ https://www.ncbi.nlm.nih.gov/pubmed/36267281 http://dx.doi.org/10.3389/fphar.2022.1016520 |
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author | Chen, Siliang Zhang, Shuxin Yuan, Yunbo Wang, Zhihao Li, Junhong Li, Tengfei Zuo, Mingrong Feng, Wentao Chen, Mina Liu, Yanhui |
author_facet | Chen, Siliang Zhang, Shuxin Yuan, Yunbo Wang, Zhihao Li, Junhong Li, Tengfei Zuo, Mingrong Feng, Wentao Chen, Mina Liu, Yanhui |
author_sort | Chen, Siliang |
collection | PubMed |
description | Glioma is the most prevalent malignancy in the central nervous system. The impact of ion-induced cell death on malignant tumors’ development and immune microenvironment has attracted broad attention in recent years. Cuproptosis is a novel copper-dependent mechanism that could potentially regulate tumor cell death by targeting mitochondria respiration. However, the role of cuproptosis in gliomas remains unclear. In the present study, we investigated the relationships between the expression of cuproptosis-related genes (CRGs) and tumor characteristics, including prognosis and microenvironment of glioma, by analyzing multiple public databases and our cohort. Consensus clustering based on the expression of twelve CRGs stratified the glioma patients into three subgroups with significantly different prognosis and immune microenvironment landscapes. Reduced immune infiltration was associated with the less aggressive CRG cluster. A prognostic CRGs risk signature (CRGRS), based on eight critical CRGs, classified the patients into low- and high-risk groups in the training set and was endorsed by validation sets from multiple cohorts. The high-risk group manifested a shorter overall survival, and further survival analysis demonstrated that the CRGRS was an independent prognostic factor. The nomogram combining CRGRS and other clinicopathological factors exhibited good accuracy in predicting the prognosis of glioma patients. Moreover, analyses of tumor immune microenvironment indicated that higher CRGRS was correlated with increased immune cell infiltration but diminished immune function. Gliomas in the high-risk group exhibited higher expression of multiple immune checkpoints, including PD-1 and PD-L1, and a better predicted therapy response to immune checkpoint inhibitors. In conclusion, our study elucidated the connections between CRGs expression and the aggressiveness of gliomas, and the application of CRGRS derived a new robust model for prognosis evaluation of glioma patients. The correlations between the profiles of CRGs expression and immune tumor microenvironment illuminated prospects and potential indications of immunotherapy for glioma. |
format | Online Article Text |
id | pubmed-9576857 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95768572022-10-19 Prognostic value of cuproptosis-related genes signature and its impact on the reshaped immune microenvironment of glioma Chen, Siliang Zhang, Shuxin Yuan, Yunbo Wang, Zhihao Li, Junhong Li, Tengfei Zuo, Mingrong Feng, Wentao Chen, Mina Liu, Yanhui Front Pharmacol Pharmacology Glioma is the most prevalent malignancy in the central nervous system. The impact of ion-induced cell death on malignant tumors’ development and immune microenvironment has attracted broad attention in recent years. Cuproptosis is a novel copper-dependent mechanism that could potentially regulate tumor cell death by targeting mitochondria respiration. However, the role of cuproptosis in gliomas remains unclear. In the present study, we investigated the relationships between the expression of cuproptosis-related genes (CRGs) and tumor characteristics, including prognosis and microenvironment of glioma, by analyzing multiple public databases and our cohort. Consensus clustering based on the expression of twelve CRGs stratified the glioma patients into three subgroups with significantly different prognosis and immune microenvironment landscapes. Reduced immune infiltration was associated with the less aggressive CRG cluster. A prognostic CRGs risk signature (CRGRS), based on eight critical CRGs, classified the patients into low- and high-risk groups in the training set and was endorsed by validation sets from multiple cohorts. The high-risk group manifested a shorter overall survival, and further survival analysis demonstrated that the CRGRS was an independent prognostic factor. The nomogram combining CRGRS and other clinicopathological factors exhibited good accuracy in predicting the prognosis of glioma patients. Moreover, analyses of tumor immune microenvironment indicated that higher CRGRS was correlated with increased immune cell infiltration but diminished immune function. Gliomas in the high-risk group exhibited higher expression of multiple immune checkpoints, including PD-1 and PD-L1, and a better predicted therapy response to immune checkpoint inhibitors. In conclusion, our study elucidated the connections between CRGs expression and the aggressiveness of gliomas, and the application of CRGRS derived a new robust model for prognosis evaluation of glioma patients. The correlations between the profiles of CRGs expression and immune tumor microenvironment illuminated prospects and potential indications of immunotherapy for glioma. Frontiers Media S.A. 2022-10-04 /pmc/articles/PMC9576857/ /pubmed/36267281 http://dx.doi.org/10.3389/fphar.2022.1016520 Text en Copyright © 2022 Chen, Zhang, Yuan, Wang, Li, Li, Zuo, Feng, Chen and Liu. 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 | Pharmacology Chen, Siliang Zhang, Shuxin Yuan, Yunbo Wang, Zhihao Li, Junhong Li, Tengfei Zuo, Mingrong Feng, Wentao Chen, Mina Liu, Yanhui Prognostic value of cuproptosis-related genes signature and its impact on the reshaped immune microenvironment of glioma |
title | Prognostic value of cuproptosis-related genes signature and its impact on the reshaped immune microenvironment of glioma |
title_full | Prognostic value of cuproptosis-related genes signature and its impact on the reshaped immune microenvironment of glioma |
title_fullStr | Prognostic value of cuproptosis-related genes signature and its impact on the reshaped immune microenvironment of glioma |
title_full_unstemmed | Prognostic value of cuproptosis-related genes signature and its impact on the reshaped immune microenvironment of glioma |
title_short | Prognostic value of cuproptosis-related genes signature and its impact on the reshaped immune microenvironment of glioma |
title_sort | prognostic value of cuproptosis-related genes signature and its impact on the reshaped immune microenvironment of glioma |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9576857/ https://www.ncbi.nlm.nih.gov/pubmed/36267281 http://dx.doi.org/10.3389/fphar.2022.1016520 |
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