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An immune‐related seven‐lncRNA signature for head and neck squamous cell carcinoma
In this study, we developed a long noncoding RNA (lncRNA)‐based prognostic signature for stratification of patients with head a nd neck squamous cell carcinoma (HNSCC). In total, 493 HNSCC samples obtained from the Cancer Genome Atlas database were divided into training and testing cohorts (3:2 rati...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7982618/ https://www.ncbi.nlm.nih.gov/pubmed/33660378 http://dx.doi.org/10.1002/cam4.3756 |
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author | Chen, Yue Luo, Tian‐Qi Xu, Si‐Si Chen, Chun‐Yan Sun, Ying Lin, Li Mao, Yan‐Ping |
author_facet | Chen, Yue Luo, Tian‐Qi Xu, Si‐Si Chen, Chun‐Yan Sun, Ying Lin, Li Mao, Yan‐Ping |
author_sort | Chen, Yue |
collection | PubMed |
description | In this study, we developed a long noncoding RNA (lncRNA)‐based prognostic signature for stratification of patients with head a nd neck squamous cell carcinoma (HNSCC). In total, 493 HNSCC samples obtained from the Cancer Genome Atlas database were divided into training and testing cohorts (3:2 ratio). We identified 3913 immune‐related lncRNAs in the HNSCC training cohort by Pearson correlation analysis; only seven were independently associated with overall survival and were used to develop an immune‐related lncRNA prognostic signature (IRLPS) grouping of HNSCC patients into high‐ and low‐IRLPS subgroups. Univariate and multivariate Cox analyses revealed that low‐IRLPS patients had a better prognosis in all the cohorts, which was retained after stratification by sex, grade, and HPV status. Although the TNM stage was also an independent prognostic factor, the IRLPS had a better discriminability with higher AUC at the 3‐ and 5‐year follow‐ups in all cohorts. Low‐IRLPS samples had more immune cell infiltration and were enriched in immune‐related pathways, while high‐ IRLPS samples were enriched in metabolic pathways. A nomogram constructed including age, TNM stage, and IRLPS showed good calibration. Thus, IRLPS improves the prognostic prediction and also distinguishes different tumor microenvironment (TME) in HNSCC patients. |
format | Online Article Text |
id | pubmed-7982618 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79826182021-03-25 An immune‐related seven‐lncRNA signature for head and neck squamous cell carcinoma Chen, Yue Luo, Tian‐Qi Xu, Si‐Si Chen, Chun‐Yan Sun, Ying Lin, Li Mao, Yan‐Ping Cancer Med Clinical Cancer Research In this study, we developed a long noncoding RNA (lncRNA)‐based prognostic signature for stratification of patients with head a nd neck squamous cell carcinoma (HNSCC). In total, 493 HNSCC samples obtained from the Cancer Genome Atlas database were divided into training and testing cohorts (3:2 ratio). We identified 3913 immune‐related lncRNAs in the HNSCC training cohort by Pearson correlation analysis; only seven were independently associated with overall survival and were used to develop an immune‐related lncRNA prognostic signature (IRLPS) grouping of HNSCC patients into high‐ and low‐IRLPS subgroups. Univariate and multivariate Cox analyses revealed that low‐IRLPS patients had a better prognosis in all the cohorts, which was retained after stratification by sex, grade, and HPV status. Although the TNM stage was also an independent prognostic factor, the IRLPS had a better discriminability with higher AUC at the 3‐ and 5‐year follow‐ups in all cohorts. Low‐IRLPS samples had more immune cell infiltration and were enriched in immune‐related pathways, while high‐ IRLPS samples were enriched in metabolic pathways. A nomogram constructed including age, TNM stage, and IRLPS showed good calibration. Thus, IRLPS improves the prognostic prediction and also distinguishes different tumor microenvironment (TME) in HNSCC patients. John Wiley and Sons Inc. 2021-03-03 /pmc/articles/PMC7982618/ /pubmed/33660378 http://dx.doi.org/10.1002/cam4.3756 Text en © 2021 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Clinical Cancer Research Chen, Yue Luo, Tian‐Qi Xu, Si‐Si Chen, Chun‐Yan Sun, Ying Lin, Li Mao, Yan‐Ping An immune‐related seven‐lncRNA signature for head and neck squamous cell carcinoma |
title | An immune‐related seven‐lncRNA signature for head and neck squamous cell carcinoma |
title_full | An immune‐related seven‐lncRNA signature for head and neck squamous cell carcinoma |
title_fullStr | An immune‐related seven‐lncRNA signature for head and neck squamous cell carcinoma |
title_full_unstemmed | An immune‐related seven‐lncRNA signature for head and neck squamous cell carcinoma |
title_short | An immune‐related seven‐lncRNA signature for head and neck squamous cell carcinoma |
title_sort | immune‐related seven‐lncrna signature for head and neck squamous cell carcinoma |
topic | Clinical Cancer Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7982618/ https://www.ncbi.nlm.nih.gov/pubmed/33660378 http://dx.doi.org/10.1002/cam4.3756 |
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