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Computational identification of immune-related lncRNA signature for predicting the prognosis and immune landscape of human glioblastoma multiforme
Emerging evidence shows immune-related long noncoding RNAs (ir-lncRNAs) perform critical roles in tumor progression and prognosis assessment. However, the identification of ir-lncRNAs and their clinical significance in human glioblastoma multiforme (GBM) remain largely unexplored. Here, a designed c...
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/PMC9412749/ https://www.ncbi.nlm.nih.gov/pubmed/36032137 http://dx.doi.org/10.3389/fimmu.2022.932938 |
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author | Shi, Dongjie Zhong, Wenjie Liu, Dan Sun, Xiaochuan Hao, Shilei Yang, Yaying Ao, Lei Zhou, Junjie Xia, Yongzhi Zhou, Yudong Yu, Hua Xia, Haijian |
author_facet | Shi, Dongjie Zhong, Wenjie Liu, Dan Sun, Xiaochuan Hao, Shilei Yang, Yaying Ao, Lei Zhou, Junjie Xia, Yongzhi Zhou, Yudong Yu, Hua Xia, Haijian |
author_sort | Shi, Dongjie |
collection | PubMed |
description | Emerging evidence shows immune-related long noncoding RNAs (ir-lncRNAs) perform critical roles in tumor progression and prognosis assessment. However, the identification of ir-lncRNAs and their clinical significance in human glioblastoma multiforme (GBM) remain largely unexplored. Here, a designed computational frame based on immune score was used to identify differentially expressed ir-lncRNAs (DEir-lncRNAs) from The Cancer Genome Atlas (TCGA) GBM program. The immune-related lncRNA signature (IRLncSig) composed of prognosis-related DEir-lncRNAs selected by Cox regression analysis and its clinical predictive values were verified, which was further validated by another dataset from the Gene Expression Omnibus database (GEO). Subsequently, the association between IRLncSig and immune cell infiltration, immune checkpoint inhibitor (ICI) biomarkers, O6-methylguanine-DNA methyltransferase (MGMT) gene expression, and biological function were also analyzed. After calculation, five prognosis-related ir-lncRNAs were included in the establishment of IRLncSig. The risk assessment based on IRLncSig indicated that the high-IRLncSig-score group was significantly associated with poor prognosis (p < 0.001), significant aggregation of macrophages (p < 0.05), higher ICI biomarker expression, and MGMT gene expression (p < 0.05). Signature-related lncRNAs may be involved in immune activities in the tumorigenesis and progression of GBM. In summary, the novel IRLncSig shows a promising clinical value in predicting the prognosis and immune landscape of GBM. |
format | Online Article Text |
id | pubmed-9412749 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94127492022-08-27 Computational identification of immune-related lncRNA signature for predicting the prognosis and immune landscape of human glioblastoma multiforme Shi, Dongjie Zhong, Wenjie Liu, Dan Sun, Xiaochuan Hao, Shilei Yang, Yaying Ao, Lei Zhou, Junjie Xia, Yongzhi Zhou, Yudong Yu, Hua Xia, Haijian Front Immunol Immunology Emerging evidence shows immune-related long noncoding RNAs (ir-lncRNAs) perform critical roles in tumor progression and prognosis assessment. However, the identification of ir-lncRNAs and their clinical significance in human glioblastoma multiforme (GBM) remain largely unexplored. Here, a designed computational frame based on immune score was used to identify differentially expressed ir-lncRNAs (DEir-lncRNAs) from The Cancer Genome Atlas (TCGA) GBM program. The immune-related lncRNA signature (IRLncSig) composed of prognosis-related DEir-lncRNAs selected by Cox regression analysis and its clinical predictive values were verified, which was further validated by another dataset from the Gene Expression Omnibus database (GEO). Subsequently, the association between IRLncSig and immune cell infiltration, immune checkpoint inhibitor (ICI) biomarkers, O6-methylguanine-DNA methyltransferase (MGMT) gene expression, and biological function were also analyzed. After calculation, five prognosis-related ir-lncRNAs were included in the establishment of IRLncSig. The risk assessment based on IRLncSig indicated that the high-IRLncSig-score group was significantly associated with poor prognosis (p < 0.001), significant aggregation of macrophages (p < 0.05), higher ICI biomarker expression, and MGMT gene expression (p < 0.05). Signature-related lncRNAs may be involved in immune activities in the tumorigenesis and progression of GBM. In summary, the novel IRLncSig shows a promising clinical value in predicting the prognosis and immune landscape of GBM. Frontiers Media S.A. 2022-08-12 /pmc/articles/PMC9412749/ /pubmed/36032137 http://dx.doi.org/10.3389/fimmu.2022.932938 Text en Copyright © 2022 Shi, Zhong, Liu, Sun, Hao, Yang, Ao, Zhou, Xia, Zhou, Yu and Xia 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 | Immunology Shi, Dongjie Zhong, Wenjie Liu, Dan Sun, Xiaochuan Hao, Shilei Yang, Yaying Ao, Lei Zhou, Junjie Xia, Yongzhi Zhou, Yudong Yu, Hua Xia, Haijian Computational identification of immune-related lncRNA signature for predicting the prognosis and immune landscape of human glioblastoma multiforme |
title | Computational identification of immune-related lncRNA signature for predicting the prognosis and immune landscape of human glioblastoma multiforme |
title_full | Computational identification of immune-related lncRNA signature for predicting the prognosis and immune landscape of human glioblastoma multiforme |
title_fullStr | Computational identification of immune-related lncRNA signature for predicting the prognosis and immune landscape of human glioblastoma multiforme |
title_full_unstemmed | Computational identification of immune-related lncRNA signature for predicting the prognosis and immune landscape of human glioblastoma multiforme |
title_short | Computational identification of immune-related lncRNA signature for predicting the prognosis and immune landscape of human glioblastoma multiforme |
title_sort | computational identification of immune-related lncrna signature for predicting the prognosis and immune landscape of human glioblastoma multiforme |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9412749/ https://www.ncbi.nlm.nih.gov/pubmed/36032137 http://dx.doi.org/10.3389/fimmu.2022.932938 |
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