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Identification of an Immune-Related Nine-lncRNA Signature Predictive of Overall Survival in Colon Cancer
Growing evidence suggests that immune-related genes (IRGs) and long non-coding RNAs (lncRNAs) can serve as prognostic markers of overall survival (OS) in patients with colon cancer. This study aimed to identify an immune-related lncRNA signature for the prospective assessment of prognosis in these p...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7203495/ https://www.ncbi.nlm.nih.gov/pubmed/32425969 http://dx.doi.org/10.3389/fgene.2020.00318 |
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author | Lin, Yilin Pan, Xiaoxian Chen, Zhihua Lin, Suyong Chen, Shaoqin |
author_facet | Lin, Yilin Pan, Xiaoxian Chen, Zhihua Lin, Suyong Chen, Shaoqin |
author_sort | Lin, Yilin |
collection | PubMed |
description | Growing evidence suggests that immune-related genes (IRGs) and long non-coding RNAs (lncRNAs) can serve as prognostic markers of overall survival (OS) in patients with colon cancer. This study aimed to identify an immune-related lncRNA signature for the prospective assessment of prognosis in these patients. Gene expression and clinical data of colon cancer patients were downloaded from The Cancer Genome Atlas (TCGA). Immune-related lncRNAs were identified by a correlation analysis between IRGs and lncRNAs. In total, 447 samples were divided into a training cohort (224 samples) and a testing cohort (223 samples). Univariate, lasso and multivariate Cox regression analyses identified an immune-related nine-lncRNA signature closely related to OS in colon cancer patients in the training dataset. A risk score formula involving nine immune-related lncRNAs was developed to evaluate the prognostic value of the lncRNA signature in the training dataset. Colon cancer patients with a high risk score had poorer OS than those with a low risk score. A multivariate Cox regression analysis confirmed that the immune-related nine-lncRNA signature could be an independent prognostic factor in colon cancer patients. The results were further confirmed in the testing cohort and the entire TCGA cohort. Furthermore, a gene set enrichment analysis revealed several pathways with significant enrichment in the high- and low-risk groups that may be helpful in formulating clinical strategies and understanding the underlying mechanisms. Finally, a quantitative real-time polymerase chain reaction assay found that the nine lncRNAs were significantly differentially expressed in colon cancer cell lines. The results of this study indicate that this signature has important clinical implications for improving predictive outcomes and guiding individualized treatment in colon cancer patients. These lncRNAs could be potential biomarkers affecting the prognosis of colon cancer. |
format | Online Article Text |
id | pubmed-7203495 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-72034952020-05-18 Identification of an Immune-Related Nine-lncRNA Signature Predictive of Overall Survival in Colon Cancer Lin, Yilin Pan, Xiaoxian Chen, Zhihua Lin, Suyong Chen, Shaoqin Front Genet Genetics Growing evidence suggests that immune-related genes (IRGs) and long non-coding RNAs (lncRNAs) can serve as prognostic markers of overall survival (OS) in patients with colon cancer. This study aimed to identify an immune-related lncRNA signature for the prospective assessment of prognosis in these patients. Gene expression and clinical data of colon cancer patients were downloaded from The Cancer Genome Atlas (TCGA). Immune-related lncRNAs were identified by a correlation analysis between IRGs and lncRNAs. In total, 447 samples were divided into a training cohort (224 samples) and a testing cohort (223 samples). Univariate, lasso and multivariate Cox regression analyses identified an immune-related nine-lncRNA signature closely related to OS in colon cancer patients in the training dataset. A risk score formula involving nine immune-related lncRNAs was developed to evaluate the prognostic value of the lncRNA signature in the training dataset. Colon cancer patients with a high risk score had poorer OS than those with a low risk score. A multivariate Cox regression analysis confirmed that the immune-related nine-lncRNA signature could be an independent prognostic factor in colon cancer patients. The results were further confirmed in the testing cohort and the entire TCGA cohort. Furthermore, a gene set enrichment analysis revealed several pathways with significant enrichment in the high- and low-risk groups that may be helpful in formulating clinical strategies and understanding the underlying mechanisms. Finally, a quantitative real-time polymerase chain reaction assay found that the nine lncRNAs were significantly differentially expressed in colon cancer cell lines. The results of this study indicate that this signature has important clinical implications for improving predictive outcomes and guiding individualized treatment in colon cancer patients. These lncRNAs could be potential biomarkers affecting the prognosis of colon cancer. Frontiers Media S.A. 2020-04-30 /pmc/articles/PMC7203495/ /pubmed/32425969 http://dx.doi.org/10.3389/fgene.2020.00318 Text en Copyright © 2020 Lin, Pan, Chen, Lin and Chen. 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 | Genetics Lin, Yilin Pan, Xiaoxian Chen, Zhihua Lin, Suyong Chen, Shaoqin Identification of an Immune-Related Nine-lncRNA Signature Predictive of Overall Survival in Colon Cancer |
title | Identification of an Immune-Related Nine-lncRNA Signature Predictive of Overall Survival in Colon Cancer |
title_full | Identification of an Immune-Related Nine-lncRNA Signature Predictive of Overall Survival in Colon Cancer |
title_fullStr | Identification of an Immune-Related Nine-lncRNA Signature Predictive of Overall Survival in Colon Cancer |
title_full_unstemmed | Identification of an Immune-Related Nine-lncRNA Signature Predictive of Overall Survival in Colon Cancer |
title_short | Identification of an Immune-Related Nine-lncRNA Signature Predictive of Overall Survival in Colon Cancer |
title_sort | identification of an immune-related nine-lncrna signature predictive of overall survival in colon cancer |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7203495/ https://www.ncbi.nlm.nih.gov/pubmed/32425969 http://dx.doi.org/10.3389/fgene.2020.00318 |
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