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

Yang Yu,* Xiao Feng,* Shundong Cang Department of Oncology, Henan Province People’s Hospital, Henan University, Zhengzhou, Henan, China *These authors contributed equally to this work Background and aim: Some cancer-specific miRNAs are dysregulated in pancreatic adenocarcinoma (PAAD) and i...

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Main Authors: Yu Y, Feng X, Cang S
Format: Article
Language:English
Published: Dove Medical Press 2018-06-01
Series:Cancer Management and Research
Subjects:
Online Access:https://www.dovepress.com/a-two-microrna-signature-as-a-diagnostic-and-prognostic-marker-of-panc-peer-reviewed-article-CMAR
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spelling doaj-9976aa9fc23348b6840f5cc8a29572c52020-11-25T00:11:38ZengDove Medical PressCancer Management and Research1179-13222018-06-01Volume 101507151538800A two-microRNA signature as a diagnostic and prognostic marker of pancreatic adenocarcinomaYu YFeng XCang SYang Yu,* Xiao Feng,* Shundong Cang Department of Oncology, Henan Province People’s Hospital, Henan University, Zhengzhou, Henan, China *These authors contributed equally to this work 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. Keywords: pancreatic adenocarcinoma, microRNA signature, TCGA, prognosis, diagnosishttps://www.dovepress.com/a-two-microrna-signature-as-a-diagnostic-and-prognostic-marker-of-panc-peer-reviewed-article-CMARPancreatic adenocarcinomamicroRNA signatureTCGAprognosisdiagnosis
collection DOAJ
language English
format Article
sources DOAJ
author Yu Y
Feng X
Cang S
spellingShingle Yu Y
Feng X
Cang S
A two-microRNA signature as a diagnostic and prognostic marker of pancreatic adenocarcinoma
Cancer Management and Research
Pancreatic adenocarcinoma
microRNA signature
TCGA
prognosis
diagnosis
author_facet Yu Y
Feng X
Cang S
author_sort Yu Y
title 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_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_sort two-microrna signature as a diagnostic and prognostic marker of pancreatic adenocarcinoma
publisher Dove Medical Press
series Cancer Management and Research
issn 1179-1322
publishDate 2018-06-01
description Yang Yu,* Xiao Feng,* Shundong Cang Department of Oncology, Henan Province People’s Hospital, Henan University, Zhengzhou, Henan, China *These authors contributed equally to this work 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. Keywords: pancreatic adenocarcinoma, microRNA signature, TCGA, prognosis, diagnosis
topic Pancreatic adenocarcinoma
microRNA signature
TCGA
prognosis
diagnosis
url https://www.dovepress.com/a-two-microrna-signature-as-a-diagnostic-and-prognostic-marker-of-panc-peer-reviewed-article-CMAR
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