Cargando…
Development and Validation of an Immune-Related lncRNA Signature for Predicting the Prognosis of Hepatocellular Carcinoma
AIM: Immunotherapy is currently being explored as a potential treatment for hepatocellular carcinoma (HCC). This study investigated the prognostic value of immune-related long non-coding RNAs (lncRNAs) in patients with HCC. METHODS: The Wilcoxon test was used to compare differentially expressed lncR...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7500314/ https://www.ncbi.nlm.nih.gov/pubmed/33101369 http://dx.doi.org/10.3389/fgene.2020.01037 |
_version_ | 1783583839243730944 |
---|---|
author | Kong, Weihao Wang, Xingyu Zuo, Xiaomin Mao, Zhongxiang Cheng, Ya Chen, Wei |
author_facet | Kong, Weihao Wang, Xingyu Zuo, Xiaomin Mao, Zhongxiang Cheng, Ya Chen, Wei |
author_sort | Kong, Weihao |
collection | PubMed |
description | AIM: Immunotherapy is currently being explored as a potential treatment for hepatocellular carcinoma (HCC). This study investigated the prognostic value of immune-related long non-coding RNAs (lncRNAs) in patients with HCC. METHODS: The Wilcoxon test was used to compare differentially expressed lncRNAs between HCC tissue and non-tumor tissue. Moreover, co-expression analysis was used to determine immune-related lncRNA. Univariate cox regression analysis and the least absolute shrinkage and selection operator (LASSO) regression were used to identify immune-related prognostic lncRNA. The immune risk score was calculated by the sum of the product from each lncRNA expression and its coefficient. Furthermore, the prognostic significance of the lncRNA signature was determined in the training group, testing group, and the entire group. A prognostic nomogram was established by integrating immune risk score and clinicopathological features. RESULTS: PRRT3-AS1 and AL031985.3 were identified as immune-related prognostic lncRNAs in HCC patients. HCC patients were divided into high and low-risk groups based on the optimal cutoff value of risk score in the training group. The prognosis of HCC patients in the high-risk group was worse compared with the low-risk group. Besides, the immune-related lncRNA score was regarded as an independent risk factor for the prognosis of HCC patients. The predictive nomogram showed satisfactory discrimination and consistency. Gene enrichment analysis results indicated that the high-risk group was associated with immune-related signaling pathways. CONCLUSION: This study screened a 2-lncRNA signature and constructed a nomogram to predict the survival of HCC patients, thereby provided guidelines for undertaking medical decisions. |
format | Online Article Text |
id | pubmed-7500314 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75003142020-10-22 Development and Validation of an Immune-Related lncRNA Signature for Predicting the Prognosis of Hepatocellular Carcinoma Kong, Weihao Wang, Xingyu Zuo, Xiaomin Mao, Zhongxiang Cheng, Ya Chen, Wei Front Genet Genetics AIM: Immunotherapy is currently being explored as a potential treatment for hepatocellular carcinoma (HCC). This study investigated the prognostic value of immune-related long non-coding RNAs (lncRNAs) in patients with HCC. METHODS: The Wilcoxon test was used to compare differentially expressed lncRNAs between HCC tissue and non-tumor tissue. Moreover, co-expression analysis was used to determine immune-related lncRNA. Univariate cox regression analysis and the least absolute shrinkage and selection operator (LASSO) regression were used to identify immune-related prognostic lncRNA. The immune risk score was calculated by the sum of the product from each lncRNA expression and its coefficient. Furthermore, the prognostic significance of the lncRNA signature was determined in the training group, testing group, and the entire group. A prognostic nomogram was established by integrating immune risk score and clinicopathological features. RESULTS: PRRT3-AS1 and AL031985.3 were identified as immune-related prognostic lncRNAs in HCC patients. HCC patients were divided into high and low-risk groups based on the optimal cutoff value of risk score in the training group. The prognosis of HCC patients in the high-risk group was worse compared with the low-risk group. Besides, the immune-related lncRNA score was regarded as an independent risk factor for the prognosis of HCC patients. The predictive nomogram showed satisfactory discrimination and consistency. Gene enrichment analysis results indicated that the high-risk group was associated with immune-related signaling pathways. CONCLUSION: This study screened a 2-lncRNA signature and constructed a nomogram to predict the survival of HCC patients, thereby provided guidelines for undertaking medical decisions. Frontiers Media S.A. 2020-09-04 /pmc/articles/PMC7500314/ /pubmed/33101369 http://dx.doi.org/10.3389/fgene.2020.01037 Text en Copyright © 2020 Kong, Wang, Zuo, Mao, Cheng 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 Kong, Weihao Wang, Xingyu Zuo, Xiaomin Mao, Zhongxiang Cheng, Ya Chen, Wei Development and Validation of an Immune-Related lncRNA Signature for Predicting the Prognosis of Hepatocellular Carcinoma |
title | Development and Validation of an Immune-Related lncRNA Signature for Predicting the Prognosis of Hepatocellular Carcinoma |
title_full | Development and Validation of an Immune-Related lncRNA Signature for Predicting the Prognosis of Hepatocellular Carcinoma |
title_fullStr | Development and Validation of an Immune-Related lncRNA Signature for Predicting the Prognosis of Hepatocellular Carcinoma |
title_full_unstemmed | Development and Validation of an Immune-Related lncRNA Signature for Predicting the Prognosis of Hepatocellular Carcinoma |
title_short | Development and Validation of an Immune-Related lncRNA Signature for Predicting the Prognosis of Hepatocellular Carcinoma |
title_sort | development and validation of an immune-related lncrna signature for predicting the prognosis of hepatocellular carcinoma |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7500314/ https://www.ncbi.nlm.nih.gov/pubmed/33101369 http://dx.doi.org/10.3389/fgene.2020.01037 |
work_keys_str_mv | AT kongweihao developmentandvalidationofanimmunerelatedlncrnasignatureforpredictingtheprognosisofhepatocellularcarcinoma AT wangxingyu developmentandvalidationofanimmunerelatedlncrnasignatureforpredictingtheprognosisofhepatocellularcarcinoma AT zuoxiaomin developmentandvalidationofanimmunerelatedlncrnasignatureforpredictingtheprognosisofhepatocellularcarcinoma AT maozhongxiang developmentandvalidationofanimmunerelatedlncrnasignatureforpredictingtheprognosisofhepatocellularcarcinoma AT chengya developmentandvalidationofanimmunerelatedlncrnasignatureforpredictingtheprognosisofhepatocellularcarcinoma AT chenwei developmentandvalidationofanimmunerelatedlncrnasignatureforpredictingtheprognosisofhepatocellularcarcinoma |