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Identification of prognostic immune-related lncRNA signature predicting the overall survival for colorectal cancer
Long non-coding RNA (lncRNA) is an important regulator of gene expression and serves a fundamental role in immune regulation. The present study aimed to develop a novel immune-related lncRNA signature to assess the prognosis of patients with colorectal cancer (CRC). Transcriptome data and clinical i...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9873726/ https://www.ncbi.nlm.nih.gov/pubmed/36693898 http://dx.doi.org/10.1038/s41598-023-28305-9 |
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author | Li, Jianxin Han, Ting Wang, Xin Wang, Yinchun Chen, Xuan Chen, Wangsheng Yang, Qingqiang |
author_facet | Li, Jianxin Han, Ting Wang, Xin Wang, Yinchun Chen, Xuan Chen, Wangsheng Yang, Qingqiang |
author_sort | Li, Jianxin |
collection | PubMed |
description | Long non-coding RNA (lncRNA) is an important regulator of gene expression and serves a fundamental role in immune regulation. The present study aimed to develop a novel immune-related lncRNA signature to assess the prognosis of patients with colorectal cancer (CRC). Transcriptome data and clinical information of patients with CRC were downloaded from The Cancer Genome Atlas (TCGA) and UCSC Xena platforms. Immune-related mRNAs were extracted from the Molecular Signatures Database (MSigDB), and the immune-related lncRNAs were identified based on correlation analysis. Then, univariate, Lasso and multivariate Cox regression were applied to construct an immune-related lncRNA signature, and CRC patients were divided into high- and low-risk groups according to the median risk score. Finally, we evaluated the signature from the perspectives of clinical outcome, clinicopathological parameters, tumor-infiltrating immune cells (TIICs), immune status, tumor mutation burden (TMB) and immunotherapy responsiveness. In total, 272 immune-related lncRNAs were identified, five of which were applied to construct an immune-related lncRNA signature. The signature divided patients with CRC into low- and high-risk groups, the prognosis of patients in the high-risk group were significantly poorer than those in low-risk group, and the results were further confirmed in external validation cohort. Furthermore, the high-risk group showed aggressive clinicopathological characteristics, specific TIIC and immune function status, and low sensitivity to immunotherapy. The immune-related lncRNA signature could be exploited as a promising biomarker for predicting the prognosis and immune status of patients with CRC. |
format | Online Article Text |
id | pubmed-9873726 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-98737262023-01-26 Identification of prognostic immune-related lncRNA signature predicting the overall survival for colorectal cancer Li, Jianxin Han, Ting Wang, Xin Wang, Yinchun Chen, Xuan Chen, Wangsheng Yang, Qingqiang Sci Rep Article Long non-coding RNA (lncRNA) is an important regulator of gene expression and serves a fundamental role in immune regulation. The present study aimed to develop a novel immune-related lncRNA signature to assess the prognosis of patients with colorectal cancer (CRC). Transcriptome data and clinical information of patients with CRC were downloaded from The Cancer Genome Atlas (TCGA) and UCSC Xena platforms. Immune-related mRNAs were extracted from the Molecular Signatures Database (MSigDB), and the immune-related lncRNAs were identified based on correlation analysis. Then, univariate, Lasso and multivariate Cox regression were applied to construct an immune-related lncRNA signature, and CRC patients were divided into high- and low-risk groups according to the median risk score. Finally, we evaluated the signature from the perspectives of clinical outcome, clinicopathological parameters, tumor-infiltrating immune cells (TIICs), immune status, tumor mutation burden (TMB) and immunotherapy responsiveness. In total, 272 immune-related lncRNAs were identified, five of which were applied to construct an immune-related lncRNA signature. The signature divided patients with CRC into low- and high-risk groups, the prognosis of patients in the high-risk group were significantly poorer than those in low-risk group, and the results were further confirmed in external validation cohort. Furthermore, the high-risk group showed aggressive clinicopathological characteristics, specific TIIC and immune function status, and low sensitivity to immunotherapy. The immune-related lncRNA signature could be exploited as a promising biomarker for predicting the prognosis and immune status of patients with CRC. Nature Publishing Group UK 2023-01-24 /pmc/articles/PMC9873726/ /pubmed/36693898 http://dx.doi.org/10.1038/s41598-023-28305-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Li, Jianxin Han, Ting Wang, Xin Wang, Yinchun Chen, Xuan Chen, Wangsheng Yang, Qingqiang Identification of prognostic immune-related lncRNA signature predicting the overall survival for colorectal cancer |
title | Identification of prognostic immune-related lncRNA signature predicting the overall survival for colorectal cancer |
title_full | Identification of prognostic immune-related lncRNA signature predicting the overall survival for colorectal cancer |
title_fullStr | Identification of prognostic immune-related lncRNA signature predicting the overall survival for colorectal cancer |
title_full_unstemmed | Identification of prognostic immune-related lncRNA signature predicting the overall survival for colorectal cancer |
title_short | Identification of prognostic immune-related lncRNA signature predicting the overall survival for colorectal cancer |
title_sort | identification of prognostic immune-related lncrna signature predicting the overall survival for colorectal cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9873726/ https://www.ncbi.nlm.nih.gov/pubmed/36693898 http://dx.doi.org/10.1038/s41598-023-28305-9 |
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