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A two-microRNA signature as a diagnostic and prognostic marker of pancreatic adenocarcinoma

BACKGROUND AND AIM: Some cancer-specific miRNAs are dysregulated in pancreatic adenocarcinoma (PAAD) and involved in cell autophagy, differentiation, proliferation, migration, invasion, and malignant transformation. The aim of our study was to determine a panel of new diagnostic and prognostic bioma...

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Autores principales: Yu, Yang, Feng, Xiao, Cang, Shundong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6005310/
https://www.ncbi.nlm.nih.gov/pubmed/29942152
http://dx.doi.org/10.2147/CMAR.S158712
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author Yu, Yang
Feng, Xiao
Cang, Shundong
author_facet Yu, Yang
Feng, Xiao
Cang, Shundong
author_sort Yu, Yang
collection PubMed
description BACKGROUND AND AIM: Some cancer-specific miRNAs are dysregulated in pancreatic adenocarcinoma (PAAD) and involved in cell autophagy, differentiation, proliferation, migration, invasion, and malignant transformation. The aim of our study was to determine a panel of new diagnostic and prognostic biomarkers for PAAD. METHODS: We conducted a comprehensive analysis of global miRNA-expression profiles and corresponding prognosis information of 168 PAAD patients from the Cancer Genome Atlas data set. A total of 16 differentially expressed miRNAs were identified as aberrantly expressed in PAAD, and six of these were evaluated for use as diagnostic markers for PAAD. Next, we confirmed a two-miRNA signature significantly associated with PAAD patient diagnosis and outcome prediction. RESULTS: The panel of two miRNAs showed outstanding diagnostic performance, with sensitivity of 100% and specificity of 87.5%. Finally, we divided the PAAD patients into high-risk and low-risk groups based on the expression profile of the two miRNAs. Kaplan–Meier analysis demonstrated that patients in the high-risk group had significantly worse prognosis than patients in the low-risk group. Univariate and multivariate Cox regression analysis showed that the two-miRNA signature was an independent prognostic factor for the overall survival of PAAD patients. CONCLUSION: Taken together, the two-miRNA signature may serve as an accurate and sensitive biomarker for diagnosis and PAAD-outcome prediction, facilitating the diagnosis and potentially improving treatment outcome of PAAD.
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spelling pubmed-60053102018-06-25 A two-microRNA signature as a diagnostic and prognostic marker of pancreatic adenocarcinoma Yu, Yang Feng, Xiao Cang, Shundong Cancer Manag Res Original Research BACKGROUND AND AIM: Some cancer-specific miRNAs are dysregulated in pancreatic adenocarcinoma (PAAD) and involved in cell autophagy, differentiation, proliferation, migration, invasion, and malignant transformation. The aim of our study was to determine a panel of new diagnostic and prognostic biomarkers for PAAD. METHODS: We conducted a comprehensive analysis of global miRNA-expression profiles and corresponding prognosis information of 168 PAAD patients from the Cancer Genome Atlas data set. A total of 16 differentially expressed miRNAs were identified as aberrantly expressed in PAAD, and six of these were evaluated for use as diagnostic markers for PAAD. Next, we confirmed a two-miRNA signature significantly associated with PAAD patient diagnosis and outcome prediction. RESULTS: The panel of two miRNAs showed outstanding diagnostic performance, with sensitivity of 100% and specificity of 87.5%. Finally, we divided the PAAD patients into high-risk and low-risk groups based on the expression profile of the two miRNAs. Kaplan–Meier analysis demonstrated that patients in the high-risk group had significantly worse prognosis than patients in the low-risk group. Univariate and multivariate Cox regression analysis showed that the two-miRNA signature was an independent prognostic factor for the overall survival of PAAD patients. CONCLUSION: Taken together, the two-miRNA signature may serve as an accurate and sensitive biomarker for diagnosis and PAAD-outcome prediction, facilitating the diagnosis and potentially improving treatment outcome of PAAD. Dove Medical Press 2018-06-13 /pmc/articles/PMC6005310/ /pubmed/29942152 http://dx.doi.org/10.2147/CMAR.S158712 Text en © 2018 Yu et al. This work is published and licensed by Dove Medical Press Limited The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed.
spellingShingle Original Research
Yu, Yang
Feng, Xiao
Cang, Shundong
A two-microRNA signature as a diagnostic and prognostic marker of pancreatic adenocarcinoma
title A two-microRNA signature as a diagnostic and prognostic marker of pancreatic adenocarcinoma
title_full A two-microRNA signature as a diagnostic and prognostic marker of pancreatic adenocarcinoma
title_fullStr A two-microRNA signature as a diagnostic and prognostic marker of pancreatic adenocarcinoma
title_full_unstemmed A two-microRNA signature as a diagnostic and prognostic marker of pancreatic adenocarcinoma
title_short A two-microRNA signature as a diagnostic and prognostic marker of pancreatic adenocarcinoma
title_sort two-microrna signature as a diagnostic and prognostic marker of pancreatic adenocarcinoma
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6005310/
https://www.ncbi.nlm.nih.gov/pubmed/29942152
http://dx.doi.org/10.2147/CMAR.S158712
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