Genome Instability-Associated Long Non-Coding RNAs Reveal Biomarkers for Glioma Immunotherapy and Prognosis

Genome instability is a hallmark of tumors and is involved in proliferation, invasion, migration, and treatment resistance of many tumors. However, the relationship of genome instability with gliomas remains unclear. Here, we constructed genome instability-derived long non-coding RNA (lncRNA)-based...

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Main Authors: Xinzhuang Wang, Hong Zhang, Junyi Ye, Ming Gao, Qiuyi Jiang, Tingting Zhao, Shengtao Wang, Wenbin Mao, Kaili Wang, Qi Wang, Xin Chen, Xu Hou, Dayong Han
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-04-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2022.850888/full
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author Xinzhuang Wang
Hong Zhang
Junyi Ye
Ming Gao
Qiuyi Jiang
Tingting Zhao
Shengtao Wang
Wenbin Mao
Kaili Wang
Qi Wang
Xin Chen
Xu Hou
Dayong Han
author_facet Xinzhuang Wang
Hong Zhang
Junyi Ye
Ming Gao
Qiuyi Jiang
Tingting Zhao
Shengtao Wang
Wenbin Mao
Kaili Wang
Qi Wang
Xin Chen
Xu Hou
Dayong Han
author_sort Xinzhuang Wang
collection DOAJ
description Genome instability is a hallmark of tumors and is involved in proliferation, invasion, migration, and treatment resistance of many tumors. However, the relationship of genome instability with gliomas remains unclear. Here, we constructed genome instability-derived long non-coding RNA (lncRNA)-based gene signatures (GILncSig) using genome instability-related lncRNAs derived from somatic mutations. Multiple platforms were used to confirm that the GILncSig were closely related to patient prognosis and clinical characteristics. We found that GILncSig, the glioma microenvironment, and glioma cell DNA methylation-based stemness index (mDNAsi) interacted with each other to form a complex regulatory network. In summary, this study confirmed that GILncSig was an independent prognostic indicator for patients, distinguished high-risk and low-risk groups, and affected immune-cell infiltration and tumor-cell stemness indicators (mDNAsi) in the tumor microenvironment, resulting in tumor heterogeneity and immunotherapy resistance. GILncSig are expected to provide new molecular targets for the clinical treatment of patients with gliomas.
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spelling doaj.art-1a54c6a0f846425dbefda560f1aa61b32022-12-22T00:36:25ZengFrontiers Media S.A.Frontiers in Genetics1664-80212022-04-011310.3389/fgene.2022.850888850888Genome Instability-Associated Long Non-Coding RNAs Reveal Biomarkers for Glioma Immunotherapy and PrognosisXinzhuang Wang0Hong Zhang1Junyi Ye2Ming Gao3Qiuyi Jiang4Tingting Zhao5Shengtao Wang6Wenbin Mao7Kaili Wang8Qi Wang9Xin Chen10Xu Hou11Dayong Han12Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaDepartment of Hematology, Liaocheng People’s Hospital, Liaocheng, ChinaDepartment of Neurosurgery, First Affiliated Hospital of Harbin Medical University, Harbin, ChinaDepartment of Neurosurgery, First Affiliated Hospital of Harbin Medical University, Harbin, ChinaDepartment of Neurosurgery, First Affiliated Hospital of Harbin Medical University, Harbin, ChinaBiochip Laboratory, Yantai Yu-Huang-Ding Hospital, Qingdao University, Yantai, ChinaThe First Affiliated Hospital of Harbin Medical University, Harbin, ChinaDepartment of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, ChinaThe First Affiliated Hospital of Harbin Medical University, Harbin, ChinaThe First Affiliated Hospital of Harbin Medical University, Harbin, ChinaDepartment of Neurosurgery, First Affiliated Hospital of Harbin Medical University, Harbin, ChinaDepartment of Neurosurgery, First Affiliated Hospital of Harbin Medical University, Harbin, ChinaDepartment of Neurosurgery, First Affiliated Hospital of Harbin Medical University, Harbin, ChinaGenome instability is a hallmark of tumors and is involved in proliferation, invasion, migration, and treatment resistance of many tumors. However, the relationship of genome instability with gliomas remains unclear. Here, we constructed genome instability-derived long non-coding RNA (lncRNA)-based gene signatures (GILncSig) using genome instability-related lncRNAs derived from somatic mutations. Multiple platforms were used to confirm that the GILncSig were closely related to patient prognosis and clinical characteristics. We found that GILncSig, the glioma microenvironment, and glioma cell DNA methylation-based stemness index (mDNAsi) interacted with each other to form a complex regulatory network. In summary, this study confirmed that GILncSig was an independent prognostic indicator for patients, distinguished high-risk and low-risk groups, and affected immune-cell infiltration and tumor-cell stemness indicators (mDNAsi) in the tumor microenvironment, resulting in tumor heterogeneity and immunotherapy resistance. GILncSig are expected to provide new molecular targets for the clinical treatment of patients with gliomas.https://www.frontiersin.org/articles/10.3389/fgene.2022.850888/fullgliomagenome instabilitylncRNAtumor microenvironmentMDNAsiTCGA
spellingShingle Xinzhuang Wang
Hong Zhang
Junyi Ye
Ming Gao
Qiuyi Jiang
Tingting Zhao
Shengtao Wang
Wenbin Mao
Kaili Wang
Qi Wang
Xin Chen
Xu Hou
Dayong Han
Genome Instability-Associated Long Non-Coding RNAs Reveal Biomarkers for Glioma Immunotherapy and Prognosis
Frontiers in Genetics
glioma
genome instability
lncRNA
tumor microenvironment
MDNAsi
TCGA
title Genome Instability-Associated Long Non-Coding RNAs Reveal Biomarkers for Glioma Immunotherapy and Prognosis
title_full Genome Instability-Associated Long Non-Coding RNAs Reveal Biomarkers for Glioma Immunotherapy and Prognosis
title_fullStr Genome Instability-Associated Long Non-Coding RNAs Reveal Biomarkers for Glioma Immunotherapy and Prognosis
title_full_unstemmed Genome Instability-Associated Long Non-Coding RNAs Reveal Biomarkers for Glioma Immunotherapy and Prognosis
title_short Genome Instability-Associated Long Non-Coding RNAs Reveal Biomarkers for Glioma Immunotherapy and Prognosis
title_sort genome instability associated long non coding rnas reveal biomarkers for glioma immunotherapy and prognosis
topic glioma
genome instability
lncRNA
tumor microenvironment
MDNAsi
TCGA
url https://www.frontiersin.org/articles/10.3389/fgene.2022.850888/full
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