Cargando…
An integrated mRNA–lncRNA signature for overall survival prediction in cholangiocarcinoma
The combination of mRNA and lncRNA profiles for establishing an integrated mRNA–lncRNA prognostic signature has remained unexplored in cholangiocarcinoma (CCA) patients. We utilized a training dataset of 36 samples from The Cancer Genome Atlas dataset and a validation cohort (GSE107943) of 30 sample...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545162/ https://www.ncbi.nlm.nih.gov/pubmed/37773863 http://dx.doi.org/10.1097/MD.0000000000035348 |
_version_ | 1785114620223029248 |
---|---|
author | Xu, Derong Wei, Lili Zeng, Liping Mukiibi, Robert Xin, Hongbo Zhang, Feng |
author_facet | Xu, Derong Wei, Lili Zeng, Liping Mukiibi, Robert Xin, Hongbo Zhang, Feng |
author_sort | Xu, Derong |
collection | PubMed |
description | The combination of mRNA and lncRNA profiles for establishing an integrated mRNA–lncRNA prognostic signature has remained unexplored in cholangiocarcinoma (CCA) patients. We utilized a training dataset of 36 samples from The Cancer Genome Atlas dataset and a validation cohort (GSE107943) of 30 samples from Gene Expression Omnibus. Two mRNAs (CFHR3 and PIWIL4) and 2 lncRNAs (AC007285.1 and AC134682.1) were identified to construct the integrated signature through a univariate Cox regression (P-value = 1.35E−02) and a multivariable Cox analysis (P-value = 3.07E−02). Kaplan–Meier curve showed that patients with low risk scores had notably prolonged overall survival than those with high risk scores (P-value = 4.61E−03). Subsequently, the signature was validated in GSE107943 cohort with an area under the curve of 0.750 at 1-year and 0.729 at 3-year. The signature was not only independent from diverse clinical features (P-value = 3.07E−02), but also surpassed other clinical characteristics as prognostic biomarkers with area under the curve of 0.781 at 3-year. Moreover, the weighted gene co-expression network analysis and gene enrichment analyses found that the integrated signature were associated with metabolic-related biological process and lipid metabolism pathway, which has been implicated in the pathogenesis of CCA. Taken together, we developed an integrated mRNA–lncRNA signature that had an independent prognostic value in the risk stratification of patients with CCA. |
format | Online Article Text |
id | pubmed-10545162 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-105451622023-10-03 An integrated mRNA–lncRNA signature for overall survival prediction in cholangiocarcinoma Xu, Derong Wei, Lili Zeng, Liping Mukiibi, Robert Xin, Hongbo Zhang, Feng Medicine (Baltimore) 5700 The combination of mRNA and lncRNA profiles for establishing an integrated mRNA–lncRNA prognostic signature has remained unexplored in cholangiocarcinoma (CCA) patients. We utilized a training dataset of 36 samples from The Cancer Genome Atlas dataset and a validation cohort (GSE107943) of 30 samples from Gene Expression Omnibus. Two mRNAs (CFHR3 and PIWIL4) and 2 lncRNAs (AC007285.1 and AC134682.1) were identified to construct the integrated signature through a univariate Cox regression (P-value = 1.35E−02) and a multivariable Cox analysis (P-value = 3.07E−02). Kaplan–Meier curve showed that patients with low risk scores had notably prolonged overall survival than those with high risk scores (P-value = 4.61E−03). Subsequently, the signature was validated in GSE107943 cohort with an area under the curve of 0.750 at 1-year and 0.729 at 3-year. The signature was not only independent from diverse clinical features (P-value = 3.07E−02), but also surpassed other clinical characteristics as prognostic biomarkers with area under the curve of 0.781 at 3-year. Moreover, the weighted gene co-expression network analysis and gene enrichment analyses found that the integrated signature were associated with metabolic-related biological process and lipid metabolism pathway, which has been implicated in the pathogenesis of CCA. Taken together, we developed an integrated mRNA–lncRNA signature that had an independent prognostic value in the risk stratification of patients with CCA. Lippincott Williams & Wilkins 2023-09-29 /pmc/articles/PMC10545162/ /pubmed/37773863 http://dx.doi.org/10.1097/MD.0000000000035348 Text en Copyright © 2023 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (CCBY-NC) (https://creativecommons.org/licenses/by-nc/4.0/) , where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal. |
spellingShingle | 5700 Xu, Derong Wei, Lili Zeng, Liping Mukiibi, Robert Xin, Hongbo Zhang, Feng An integrated mRNA–lncRNA signature for overall survival prediction in cholangiocarcinoma |
title | An integrated mRNA–lncRNA signature for overall survival prediction in cholangiocarcinoma |
title_full | An integrated mRNA–lncRNA signature for overall survival prediction in cholangiocarcinoma |
title_fullStr | An integrated mRNA–lncRNA signature for overall survival prediction in cholangiocarcinoma |
title_full_unstemmed | An integrated mRNA–lncRNA signature for overall survival prediction in cholangiocarcinoma |
title_short | An integrated mRNA–lncRNA signature for overall survival prediction in cholangiocarcinoma |
title_sort | integrated mrna–lncrna signature for overall survival prediction in cholangiocarcinoma |
topic | 5700 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545162/ https://www.ncbi.nlm.nih.gov/pubmed/37773863 http://dx.doi.org/10.1097/MD.0000000000035348 |
work_keys_str_mv | AT xuderong anintegratedmrnalncrnasignatureforoverallsurvivalpredictionincholangiocarcinoma AT weilili anintegratedmrnalncrnasignatureforoverallsurvivalpredictionincholangiocarcinoma AT zengliping anintegratedmrnalncrnasignatureforoverallsurvivalpredictionincholangiocarcinoma AT mukiibirobert anintegratedmrnalncrnasignatureforoverallsurvivalpredictionincholangiocarcinoma AT xinhongbo anintegratedmrnalncrnasignatureforoverallsurvivalpredictionincholangiocarcinoma AT zhangfeng anintegratedmrnalncrnasignatureforoverallsurvivalpredictionincholangiocarcinoma AT xuderong integratedmrnalncrnasignatureforoverallsurvivalpredictionincholangiocarcinoma AT weilili integratedmrnalncrnasignatureforoverallsurvivalpredictionincholangiocarcinoma AT zengliping integratedmrnalncrnasignatureforoverallsurvivalpredictionincholangiocarcinoma AT mukiibirobert integratedmrnalncrnasignatureforoverallsurvivalpredictionincholangiocarcinoma AT xinhongbo integratedmrnalncrnasignatureforoverallsurvivalpredictionincholangiocarcinoma AT zhangfeng integratedmrnalncrnasignatureforoverallsurvivalpredictionincholangiocarcinoma |