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A Novel Defined Endoplasmic Reticulum Stress-Related lncRNA Signature for Prognosis Prediction and Immune Therapy in Glioma
Gliomas are a group of the most aggressive primary central nervous system tumors with limited treatment options. The abnormal expression of long non-coding RNA (lncRNA) is related to the prognosis of glioma. However, the role of endoplasmic reticulum (ER) stress-associated lncRNAs in glioma prognosi...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9282894/ https://www.ncbi.nlm.nih.gov/pubmed/35847925 http://dx.doi.org/10.3389/fonc.2022.930923 |
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author | Zheng, Yinfei Yue, Xiaoyu Fang, Cheng Jia, Zhuang Chen, Yuxiang Xie, Han Zhao, Jiajia Yang, Zhihao Li, Lianxin Chen, Zhigang Bian, Erbao Zhao, Bing |
author_facet | Zheng, Yinfei Yue, Xiaoyu Fang, Cheng Jia, Zhuang Chen, Yuxiang Xie, Han Zhao, Jiajia Yang, Zhihao Li, Lianxin Chen, Zhigang Bian, Erbao Zhao, Bing |
author_sort | Zheng, Yinfei |
collection | PubMed |
description | Gliomas are a group of the most aggressive primary central nervous system tumors with limited treatment options. The abnormal expression of long non-coding RNA (lncRNA) is related to the prognosis of glioma. However, the role of endoplasmic reticulum (ER) stress-associated lncRNAs in glioma prognosis has not been reported. In this paper, we obtained ER stress-related lncRNAs by co-expression analysis, and then a risk signature composed of 6 ER stress-related lncRNAs was constructed using Cox regression analysis. Glioma samples in The Cancer Genome Atlas (TCGA) were separated into high- and low-risk groups based on the median risk score. Compared with the low-risk group, patients in the high-risk group had shorter survival times. Additionally, we verified the predictive ability of these candidate lncRNAs in the testing set. Three glioma patient subgroups (cluster 1/2/3) were identified by consensus clustering. We further analysed the abundance of immune-infiltrating cells and the expression levels of immune checkpoint molecules in both three subgroups and two risk groups, respectively. Immunotherapy and anticancer drug response prediction showed that ER stress-related lncRNA risk signature positively correlates with responding to immune checkpoints and chemosensitivity. Functional analysis showed that these gene sets are enriched in the malignant process of tumors. Finally, LINC00519 was chosen for functional experiments. The silence of LINC00519 restrained the migration and invasion of glioma cells. Hence, those results indicated that ER stress-related lncRNA risk signature could be a potential treatment target and a prognosis biomarker for glioma patients. |
format | Online Article Text |
id | pubmed-9282894 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92828942022-07-15 A Novel Defined Endoplasmic Reticulum Stress-Related lncRNA Signature for Prognosis Prediction and Immune Therapy in Glioma Zheng, Yinfei Yue, Xiaoyu Fang, Cheng Jia, Zhuang Chen, Yuxiang Xie, Han Zhao, Jiajia Yang, Zhihao Li, Lianxin Chen, Zhigang Bian, Erbao Zhao, Bing Front Oncol Oncology Gliomas are a group of the most aggressive primary central nervous system tumors with limited treatment options. The abnormal expression of long non-coding RNA (lncRNA) is related to the prognosis of glioma. However, the role of endoplasmic reticulum (ER) stress-associated lncRNAs in glioma prognosis has not been reported. In this paper, we obtained ER stress-related lncRNAs by co-expression analysis, and then a risk signature composed of 6 ER stress-related lncRNAs was constructed using Cox regression analysis. Glioma samples in The Cancer Genome Atlas (TCGA) were separated into high- and low-risk groups based on the median risk score. Compared with the low-risk group, patients in the high-risk group had shorter survival times. Additionally, we verified the predictive ability of these candidate lncRNAs in the testing set. Three glioma patient subgroups (cluster 1/2/3) were identified by consensus clustering. We further analysed the abundance of immune-infiltrating cells and the expression levels of immune checkpoint molecules in both three subgroups and two risk groups, respectively. Immunotherapy and anticancer drug response prediction showed that ER stress-related lncRNA risk signature positively correlates with responding to immune checkpoints and chemosensitivity. Functional analysis showed that these gene sets are enriched in the malignant process of tumors. Finally, LINC00519 was chosen for functional experiments. The silence of LINC00519 restrained the migration and invasion of glioma cells. Hence, those results indicated that ER stress-related lncRNA risk signature could be a potential treatment target and a prognosis biomarker for glioma patients. Frontiers Media S.A. 2022-06-30 /pmc/articles/PMC9282894/ /pubmed/35847925 http://dx.doi.org/10.3389/fonc.2022.930923 Text en Copyright © 2022 Zheng, Yue, Fang, Jia, Chen, Xie, Zhao, Yang, Li, Chen, Bian and Zhao 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 | Oncology Zheng, Yinfei Yue, Xiaoyu Fang, Cheng Jia, Zhuang Chen, Yuxiang Xie, Han Zhao, Jiajia Yang, Zhihao Li, Lianxin Chen, Zhigang Bian, Erbao Zhao, Bing A Novel Defined Endoplasmic Reticulum Stress-Related lncRNA Signature for Prognosis Prediction and Immune Therapy in Glioma |
title | A Novel Defined Endoplasmic Reticulum Stress-Related lncRNA Signature for Prognosis Prediction and Immune Therapy in Glioma |
title_full | A Novel Defined Endoplasmic Reticulum Stress-Related lncRNA Signature for Prognosis Prediction and Immune Therapy in Glioma |
title_fullStr | A Novel Defined Endoplasmic Reticulum Stress-Related lncRNA Signature for Prognosis Prediction and Immune Therapy in Glioma |
title_full_unstemmed | A Novel Defined Endoplasmic Reticulum Stress-Related lncRNA Signature for Prognosis Prediction and Immune Therapy in Glioma |
title_short | A Novel Defined Endoplasmic Reticulum Stress-Related lncRNA Signature for Prognosis Prediction and Immune Therapy in Glioma |
title_sort | novel defined endoplasmic reticulum stress-related lncrna signature for prognosis prediction and immune therapy in glioma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9282894/ https://www.ncbi.nlm.nih.gov/pubmed/35847925 http://dx.doi.org/10.3389/fonc.2022.930923 |
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