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Development and Validation of an IDH1-Associated Immune Prognostic Signature for Diffuse Lower-Grade Glioma
A mutation in the isocitrate dehydrogenase 1 (IDH1) gene is the most common mutation in diffuse lower-grade gliomas (LGGs), and it is significantly related to the prognosis of LGGs. We aimed to explore the influence of the IDH1 mutation on the immune microenvironment and develop an IDH1-associated i...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6883600/ https://www.ncbi.nlm.nih.gov/pubmed/31824866 http://dx.doi.org/10.3389/fonc.2019.01310 |
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author | Deng, Xiangyang Lin, Dongdong Chen, Bo Zhang, Xiaojia Xu, Xingxing Yang, Zelin Shen, Xuchao Yang, Liang Lu, Xiangqi Sheng, Hansong Yin, Bo Zhang, Nu Lin, Jian |
author_facet | Deng, Xiangyang Lin, Dongdong Chen, Bo Zhang, Xiaojia Xu, Xingxing Yang, Zelin Shen, Xuchao Yang, Liang Lu, Xiangqi Sheng, Hansong Yin, Bo Zhang, Nu Lin, Jian |
author_sort | Deng, Xiangyang |
collection | PubMed |
description | A mutation in the isocitrate dehydrogenase 1 (IDH1) gene is the most common mutation in diffuse lower-grade gliomas (LGGs), and it is significantly related to the prognosis of LGGs. We aimed to explore the influence of the IDH1 mutation on the immune microenvironment and develop an IDH1-associated immune prognostic signature (IPS) for predicting prognosis in LGGs. IDH1 mutation status and RNA expression were investigated in two different public cohorts. To develop an IPS, LASSO Cox analysis was conducted for immune-related genes that were differentially expressed between IDH1(wt) and IDH1(mut) LGG patients. Then, we systematically analyzed the influence of the IPS on the immune microenvironment. A total of 41 immune prognostic genes were identified based on the IDH1 mutation status. A four-gene IPS was established and LGG patients were effectively stratified into low- and high-risk groups in both the training and validation sets. Stratification analysis and multivariate Cox analysis revealed that the IPS was an independent prognostic factor. We also found that high-risk LGG patients had higher levels of infiltrating B cells, CD4+ T cells, CD8+ T cells, neutrophils, macrophages and dendritic cells, and expressed higher levels of CTLA-4, PD-1 and TIM-3. Moreover, a novel nomogram model was established to estimate the overall survival in LGG patients. The current study provides novel insights into the LGG immune microenvironment and potential immunotherapies. The proposed IPS is a clinically promising biomarker that can be used to classify LGG patients into subgroups with distinct outcomes and immunophenotypes, with the potential to facilitate individualized management and improve prognosis. |
format | Online Article Text |
id | pubmed-6883600 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-68836002019-12-10 Development and Validation of an IDH1-Associated Immune Prognostic Signature for Diffuse Lower-Grade Glioma Deng, Xiangyang Lin, Dongdong Chen, Bo Zhang, Xiaojia Xu, Xingxing Yang, Zelin Shen, Xuchao Yang, Liang Lu, Xiangqi Sheng, Hansong Yin, Bo Zhang, Nu Lin, Jian Front Oncol Oncology A mutation in the isocitrate dehydrogenase 1 (IDH1) gene is the most common mutation in diffuse lower-grade gliomas (LGGs), and it is significantly related to the prognosis of LGGs. We aimed to explore the influence of the IDH1 mutation on the immune microenvironment and develop an IDH1-associated immune prognostic signature (IPS) for predicting prognosis in LGGs. IDH1 mutation status and RNA expression were investigated in two different public cohorts. To develop an IPS, LASSO Cox analysis was conducted for immune-related genes that were differentially expressed between IDH1(wt) and IDH1(mut) LGG patients. Then, we systematically analyzed the influence of the IPS on the immune microenvironment. A total of 41 immune prognostic genes were identified based on the IDH1 mutation status. A four-gene IPS was established and LGG patients were effectively stratified into low- and high-risk groups in both the training and validation sets. Stratification analysis and multivariate Cox analysis revealed that the IPS was an independent prognostic factor. We also found that high-risk LGG patients had higher levels of infiltrating B cells, CD4+ T cells, CD8+ T cells, neutrophils, macrophages and dendritic cells, and expressed higher levels of CTLA-4, PD-1 and TIM-3. Moreover, a novel nomogram model was established to estimate the overall survival in LGG patients. The current study provides novel insights into the LGG immune microenvironment and potential immunotherapies. The proposed IPS is a clinically promising biomarker that can be used to classify LGG patients into subgroups with distinct outcomes and immunophenotypes, with the potential to facilitate individualized management and improve prognosis. Frontiers Media S.A. 2019-11-22 /pmc/articles/PMC6883600/ /pubmed/31824866 http://dx.doi.org/10.3389/fonc.2019.01310 Text en Copyright © 2019 Deng, Lin, Chen, Zhang, Xu, Yang, Shen, Yang, Lu, Sheng, Yin, Zhang and Lin. http://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 | Oncology Deng, Xiangyang Lin, Dongdong Chen, Bo Zhang, Xiaojia Xu, Xingxing Yang, Zelin Shen, Xuchao Yang, Liang Lu, Xiangqi Sheng, Hansong Yin, Bo Zhang, Nu Lin, Jian Development and Validation of an IDH1-Associated Immune Prognostic Signature for Diffuse Lower-Grade Glioma |
title | Development and Validation of an IDH1-Associated Immune Prognostic Signature for Diffuse Lower-Grade Glioma |
title_full | Development and Validation of an IDH1-Associated Immune Prognostic Signature for Diffuse Lower-Grade Glioma |
title_fullStr | Development and Validation of an IDH1-Associated Immune Prognostic Signature for Diffuse Lower-Grade Glioma |
title_full_unstemmed | Development and Validation of an IDH1-Associated Immune Prognostic Signature for Diffuse Lower-Grade Glioma |
title_short | Development and Validation of an IDH1-Associated Immune Prognostic Signature for Diffuse Lower-Grade Glioma |
title_sort | development and validation of an idh1-associated immune prognostic signature for diffuse lower-grade glioma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6883600/ https://www.ncbi.nlm.nih.gov/pubmed/31824866 http://dx.doi.org/10.3389/fonc.2019.01310 |
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