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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...

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Autores principales: Xu, Derong, Wei, Lili, Zeng, Liping, Mukiibi, Robert, Xin, Hongbo, Zhang, Feng
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
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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.
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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
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