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A Radioresponse-Related lncRNA Biomarker Signature for Risk Classification and Prognosis Prediction in Non-Small-Cell Lung Cancer

PURPOSE: Radiotherapy resistance is now recognized as the major obstacle to the effective therapeutic management of non-small-cell lung cancer (NSCLC). As a single biomarker has limited effect in stratifying NSCLC patients, this research aimed to identify long non-coding RNAs (lncRNAs) correlated wi...

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Autores principales: Song, Jiahang, Zhang, Shuming, Sun, Yuanyuan, Gu, Junjie, Ye, Ziqi, Sun, Xinchen, Tang, Qiyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8478572/
https://www.ncbi.nlm.nih.gov/pubmed/34594376
http://dx.doi.org/10.1155/2021/4338838
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author Song, Jiahang
Zhang, Shuming
Sun, Yuanyuan
Gu, Junjie
Ye, Ziqi
Sun, Xinchen
Tang, Qiyun
author_facet Song, Jiahang
Zhang, Shuming
Sun, Yuanyuan
Gu, Junjie
Ye, Ziqi
Sun, Xinchen
Tang, Qiyun
author_sort Song, Jiahang
collection PubMed
description PURPOSE: Radiotherapy resistance is now recognized as the major obstacle to the effective therapeutic management of non-small-cell lung cancer (NSCLC). As a single biomarker has limited effect in stratifying NSCLC patients, this research aimed to identify long non-coding RNAs (lncRNAs) correlated with radiotherapy response to ameliorate forecast of NSCLC prognosis. METHODS: In a cohort of NSCLC patients with radiotherapy history (n = 96) from TCGA, genetic data of lncRNA expression profiling were performed. To identify radioresponse-related lncRNA sets which dysregulated significantly between radiosensitive (RS) and radioresistant (RR) groups, differential expression analysis was carried out. Cox relative regression was implemented to set up a radioresponse-related risk model. Moreover, we adopted survival analysis to measure the predictive potentiality of the prognosis model. RESULTS: Four radioresponse-related lncRNAs (CASC19, LINC01977, LINC02471, and MAGI2-AS3) were screened to create a prognostic signature. Then, we described a lncRNA signature-based regulatory network and explored the correlation of the immune microenvironment and the signature. Additionally, in vitro assays uncovered inhibition of LINC01977 weakened radioresistance of NSCLC cells. CONCLUSION: We provided a novel radioresponse-related lncRNAs signature with excellent clinical potency for an effective prognostic forecast of patients.
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spelling pubmed-84785722021-09-29 A Radioresponse-Related lncRNA Biomarker Signature for Risk Classification and Prognosis Prediction in Non-Small-Cell Lung Cancer Song, Jiahang Zhang, Shuming Sun, Yuanyuan Gu, Junjie Ye, Ziqi Sun, Xinchen Tang, Qiyun J Oncol Research Article PURPOSE: Radiotherapy resistance is now recognized as the major obstacle to the effective therapeutic management of non-small-cell lung cancer (NSCLC). As a single biomarker has limited effect in stratifying NSCLC patients, this research aimed to identify long non-coding RNAs (lncRNAs) correlated with radiotherapy response to ameliorate forecast of NSCLC prognosis. METHODS: In a cohort of NSCLC patients with radiotherapy history (n = 96) from TCGA, genetic data of lncRNA expression profiling were performed. To identify radioresponse-related lncRNA sets which dysregulated significantly between radiosensitive (RS) and radioresistant (RR) groups, differential expression analysis was carried out. Cox relative regression was implemented to set up a radioresponse-related risk model. Moreover, we adopted survival analysis to measure the predictive potentiality of the prognosis model. RESULTS: Four radioresponse-related lncRNAs (CASC19, LINC01977, LINC02471, and MAGI2-AS3) were screened to create a prognostic signature. Then, we described a lncRNA signature-based regulatory network and explored the correlation of the immune microenvironment and the signature. Additionally, in vitro assays uncovered inhibition of LINC01977 weakened radioresistance of NSCLC cells. CONCLUSION: We provided a novel radioresponse-related lncRNAs signature with excellent clinical potency for an effective prognostic forecast of patients. Hindawi 2021-09-21 /pmc/articles/PMC8478572/ /pubmed/34594376 http://dx.doi.org/10.1155/2021/4338838 Text en Copyright © 2021 Jiahang Song et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Song, Jiahang
Zhang, Shuming
Sun, Yuanyuan
Gu, Junjie
Ye, Ziqi
Sun, Xinchen
Tang, Qiyun
A Radioresponse-Related lncRNA Biomarker Signature for Risk Classification and Prognosis Prediction in Non-Small-Cell Lung Cancer
title A Radioresponse-Related lncRNA Biomarker Signature for Risk Classification and Prognosis Prediction in Non-Small-Cell Lung Cancer
title_full A Radioresponse-Related lncRNA Biomarker Signature for Risk Classification and Prognosis Prediction in Non-Small-Cell Lung Cancer
title_fullStr A Radioresponse-Related lncRNA Biomarker Signature for Risk Classification and Prognosis Prediction in Non-Small-Cell Lung Cancer
title_full_unstemmed A Radioresponse-Related lncRNA Biomarker Signature for Risk Classification and Prognosis Prediction in Non-Small-Cell Lung Cancer
title_short A Radioresponse-Related lncRNA Biomarker Signature for Risk Classification and Prognosis Prediction in Non-Small-Cell Lung Cancer
title_sort radioresponse-related lncrna biomarker signature for risk classification and prognosis prediction in non-small-cell lung cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8478572/
https://www.ncbi.nlm.nih.gov/pubmed/34594376
http://dx.doi.org/10.1155/2021/4338838
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