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Prognostic values of a novel multi-mRNA signature for predicting relapse of cholangiocarcinoma
Cholangiocarcinoma (CCA) is an epithelial cancer and has high death and recurrence rates, current methods cannot satisfy the need for predicting cancer relapse effectively. So, we aimed at conducting a multi-mRNA signature to improve the relapse prediction of CCA. We analyzed mRNA expression profili...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7019144/ https://www.ncbi.nlm.nih.gov/pubmed/32071556 http://dx.doi.org/10.7150/ijbs.38846 |
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author | Guo, Han Cai, Jie Wang, Xuan Wang, Bingrui Wang, Fang Li, Xiang Qu, Xiaoye Kong, Xianming Gao, Yueqiu Wu, Hailong Sun, Xuehua Xia, Qiang Kong, Xiaoni |
author_facet | Guo, Han Cai, Jie Wang, Xuan Wang, Bingrui Wang, Fang Li, Xiang Qu, Xiaoye Kong, Xianming Gao, Yueqiu Wu, Hailong Sun, Xuehua Xia, Qiang Kong, Xiaoni |
author_sort | Guo, Han |
collection | PubMed |
description | Cholangiocarcinoma (CCA) is an epithelial cancer and has high death and recurrence rates, current methods cannot satisfy the need for predicting cancer relapse effectively. So, we aimed at conducting a multi-mRNA signature to improve the relapse prediction of CCA. We analyzed mRNA expression profiling in large CCA cohorts from the Gene Expression Omnibus (GEO) database (GSE76297, GSE32879, GSE26566, GSE31370, and GSE45001) and The Cancer Genome Atlas (TCGA) database. The Least absolute shrinkage and selection operator (LASSO) regression model was used to establish a 7-mRNA-based signature that was significantly related to the recurrence-free survival (RFS) in two test series. Based on the 7-mRNA signature, the cohort TCGA patients could be divided into high-risk or low-risk subgroups with significantly different RFS [p < 0.001, hazard ratio (HR): 48.886, 95% confidence interval (CI): 6.226-3.837E+02]. Simultaneously, the prognostic value of the 7-mRNA signature was confirmed in clinical samples of Ren Ji hospital (p < 0.001, HR: 4.558, 95% CI: 1.829-11.357). Further analysis including multivariable and sub-group analyses revealed that the 7-mRNA signature was an independent prognostic value for recurrence of patients with CCA. In conclusion, our results might provide an efficient tool for relapse prediction and were beneficial to individualized management for CCA patients. |
format | Online Article Text |
id | pubmed-7019144 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-70191442020-02-18 Prognostic values of a novel multi-mRNA signature for predicting relapse of cholangiocarcinoma Guo, Han Cai, Jie Wang, Xuan Wang, Bingrui Wang, Fang Li, Xiang Qu, Xiaoye Kong, Xianming Gao, Yueqiu Wu, Hailong Sun, Xuehua Xia, Qiang Kong, Xiaoni Int J Biol Sci Research Paper Cholangiocarcinoma (CCA) is an epithelial cancer and has high death and recurrence rates, current methods cannot satisfy the need for predicting cancer relapse effectively. So, we aimed at conducting a multi-mRNA signature to improve the relapse prediction of CCA. We analyzed mRNA expression profiling in large CCA cohorts from the Gene Expression Omnibus (GEO) database (GSE76297, GSE32879, GSE26566, GSE31370, and GSE45001) and The Cancer Genome Atlas (TCGA) database. The Least absolute shrinkage and selection operator (LASSO) regression model was used to establish a 7-mRNA-based signature that was significantly related to the recurrence-free survival (RFS) in two test series. Based on the 7-mRNA signature, the cohort TCGA patients could be divided into high-risk or low-risk subgroups with significantly different RFS [p < 0.001, hazard ratio (HR): 48.886, 95% confidence interval (CI): 6.226-3.837E+02]. Simultaneously, the prognostic value of the 7-mRNA signature was confirmed in clinical samples of Ren Ji hospital (p < 0.001, HR: 4.558, 95% CI: 1.829-11.357). Further analysis including multivariable and sub-group analyses revealed that the 7-mRNA signature was an independent prognostic value for recurrence of patients with CCA. In conclusion, our results might provide an efficient tool for relapse prediction and were beneficial to individualized management for CCA patients. Ivyspring International Publisher 2020-01-16 /pmc/articles/PMC7019144/ /pubmed/32071556 http://dx.doi.org/10.7150/ijbs.38846 Text en © The author(s) This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Guo, Han Cai, Jie Wang, Xuan Wang, Bingrui Wang, Fang Li, Xiang Qu, Xiaoye Kong, Xianming Gao, Yueqiu Wu, Hailong Sun, Xuehua Xia, Qiang Kong, Xiaoni Prognostic values of a novel multi-mRNA signature for predicting relapse of cholangiocarcinoma |
title | Prognostic values of a novel multi-mRNA signature for predicting relapse of cholangiocarcinoma |
title_full | Prognostic values of a novel multi-mRNA signature for predicting relapse of cholangiocarcinoma |
title_fullStr | Prognostic values of a novel multi-mRNA signature for predicting relapse of cholangiocarcinoma |
title_full_unstemmed | Prognostic values of a novel multi-mRNA signature for predicting relapse of cholangiocarcinoma |
title_short | Prognostic values of a novel multi-mRNA signature for predicting relapse of cholangiocarcinoma |
title_sort | prognostic values of a novel multi-mrna signature for predicting relapse of cholangiocarcinoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7019144/ https://www.ncbi.nlm.nih.gov/pubmed/32071556 http://dx.doi.org/10.7150/ijbs.38846 |
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