Prognostic value of a five-lncRNA signature in esophageal squamous cell carcinoma
Abstract Background The aim of this study was to identify prognostic long non-coding RNAs (lncRNAs) and develop a multi-lncRNA signature for suvival prediction in esophageal squamous cell carcinoma (ESCC). Methods The clinical and gene expression data from Gene Expression Omnibus database (GSE53624,...
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doaj-cd68e2bd47c6441d9f01c6541f2393802020-11-25T03:48:12ZengBMCCancer Cell International1475-28672020-08-0120111010.1186/s12935-020-01480-9Prognostic value of a five-lncRNA signature in esophageal squamous cell carcinomaLan zhang0Pan Li1Enjie Liu2Chenju Xing3Di Zhu4Jianying Zhang5Weiwei Wang6Guozhong Jiang7Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou UniversityDepartment of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou UniversityDepartment of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou UniversityDepartment of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou UniversityDepartment of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou UniversityState Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou UniversityDepartment of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou UniversityDepartment of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou UniversityAbstract Background The aim of this study was to identify prognostic long non-coding RNAs (lncRNAs) and develop a multi-lncRNA signature for suvival prediction in esophageal squamous cell carcinoma (ESCC). Methods The clinical and gene expression data from Gene Expression Omnibus database (GSE53624, n = 119) were obtianed as training set. A total of 98 paired ESCC tumor and normal tissues were detected by RNA sequencing and used as test set. Another 84 ESCC tissues were used for real-time quantitative PCR(qRT-PCR) and as an independent validation cohort. Survival analysis, Cox regression and Kaplan–Meier analysis were performed. Results We screened a prognostic marker of ESCC from the GSE53624 dataset and named it as the five-lncRNA signature including AC007179.1, MORF4L2-AS1, RP11-488I20.9, RP13-30A9.2, RP4-735C1.6, which could classify patients into high- and low-risk groups with significantly different survival(median survival: 1.75 years vs. 4.01 years, log rank P < 0.05). Then test dataset and validation dataset confirmed that the five-lncRNA signature can determine the prognosis of ESCC patients. Predictive independence of the prognostic marker was proved by multivariable Cox regression analyses in the three datasets (P < 0.05). In addition, the signature was found to be better than TNM stage in terms of prognosis. Conclusion The five-lncRNA signature could be a good prognostic biomarker for ESCC patients and has important clinical value.http://link.springer.com/article/10.1186/s12935-020-01480-9lncRNAEsophageal squamous cell carcinomaOverall survivalSignaturePrognosis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Lan zhang Pan Li Enjie Liu Chenju Xing Di Zhu Jianying Zhang Weiwei Wang Guozhong Jiang |
spellingShingle |
Lan zhang Pan Li Enjie Liu Chenju Xing Di Zhu Jianying Zhang Weiwei Wang Guozhong Jiang Prognostic value of a five-lncRNA signature in esophageal squamous cell carcinoma Cancer Cell International lncRNA Esophageal squamous cell carcinoma Overall survival Signature Prognosis |
author_facet |
Lan zhang Pan Li Enjie Liu Chenju Xing Di Zhu Jianying Zhang Weiwei Wang Guozhong Jiang |
author_sort |
Lan zhang |
title |
Prognostic value of a five-lncRNA signature in esophageal squamous cell carcinoma |
title_short |
Prognostic value of a five-lncRNA signature in esophageal squamous cell carcinoma |
title_full |
Prognostic value of a five-lncRNA signature in esophageal squamous cell carcinoma |
title_fullStr |
Prognostic value of a five-lncRNA signature in esophageal squamous cell carcinoma |
title_full_unstemmed |
Prognostic value of a five-lncRNA signature in esophageal squamous cell carcinoma |
title_sort |
prognostic value of a five-lncrna signature in esophageal squamous cell carcinoma |
publisher |
BMC |
series |
Cancer Cell International |
issn |
1475-2867 |
publishDate |
2020-08-01 |
description |
Abstract Background The aim of this study was to identify prognostic long non-coding RNAs (lncRNAs) and develop a multi-lncRNA signature for suvival prediction in esophageal squamous cell carcinoma (ESCC). Methods The clinical and gene expression data from Gene Expression Omnibus database (GSE53624, n = 119) were obtianed as training set. A total of 98 paired ESCC tumor and normal tissues were detected by RNA sequencing and used as test set. Another 84 ESCC tissues were used for real-time quantitative PCR(qRT-PCR) and as an independent validation cohort. Survival analysis, Cox regression and Kaplan–Meier analysis were performed. Results We screened a prognostic marker of ESCC from the GSE53624 dataset and named it as the five-lncRNA signature including AC007179.1, MORF4L2-AS1, RP11-488I20.9, RP13-30A9.2, RP4-735C1.6, which could classify patients into high- and low-risk groups with significantly different survival(median survival: 1.75 years vs. 4.01 years, log rank P < 0.05). Then test dataset and validation dataset confirmed that the five-lncRNA signature can determine the prognosis of ESCC patients. Predictive independence of the prognostic marker was proved by multivariable Cox regression analyses in the three datasets (P < 0.05). In addition, the signature was found to be better than TNM stage in terms of prognosis. Conclusion The five-lncRNA signature could be a good prognostic biomarker for ESCC patients and has important clinical value. |
topic |
lncRNA Esophageal squamous cell carcinoma Overall survival Signature Prognosis |
url |
http://link.springer.com/article/10.1186/s12935-020-01480-9 |
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