Unravelling the Diagnostic Dilemma: A MicroRNA Panel of Circulating MiR-16 and MiR-877 as A Diagnostic Classifier for Distal Bile Duct Tumors

Accurate diagnosis of pancreatic head lesions remains challenging as no minimally invasive biomarkers are available to discriminate distal cholangiocarcinoma (CCA) from pancreatic ductal adenocarcinoma (PDAC). The aim of this study is to identify specific circulating microRNAs (miRNAs) to diagnose d...

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Main Authors: Laura L. Meijer, Jisce R. Puik, Tessa Y.S. Le Large, Michal Heger, Frederike Dijk, Niccola Funel, Thomas Wurdinger, Ingrid Garajová, Nicole C.T. van Grieken, Mark A. van de Wiel, Elisa Giovannetti, Geert Kazemier
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/11/8/1181
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spelling doaj-b650995169104321b949172d0acc23022020-11-25T01:18:10ZengMDPI AGCancers2072-66942019-08-01118118110.3390/cancers11081181cancers11081181Unravelling the Diagnostic Dilemma: A MicroRNA Panel of Circulating MiR-16 and MiR-877 as A Diagnostic Classifier for Distal Bile Duct TumorsLaura L. Meijer0Jisce R. Puik1Tessa Y.S. Le Large2Michal Heger3Frederike Dijk4Niccola Funel5Thomas Wurdinger6Ingrid Garajová7Nicole C.T. van Grieken8Mark A. van de Wiel9Elisa Giovannetti10Geert Kazemier11Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Amsterdam, 1081 HV, The NetherlandsDepartment of Surgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Amsterdam, 1081 HV, The NetherlandsDepartment of Surgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Amsterdam, 1081 HV, The NetherlandsDepartment of Experimental Surgery, Amsterdam UMC, University of Amsterdam, 1105 AZ, The NetherlandsDepartment of Pathology, Amsterdam UMC, University of Amsterdam, 1105 AZ, The NetherlandsCancer Pharmacology Lab, AIRC Start-Up Unit, Fondazione Pisana per la Scienza onlus, 56017 Pisa, ItalyDepartment of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Amsterdam, 1081 HV, The NetherlandsMedical Oncology Unit, University Hospital of Parma, 43 126 Parma, ItalyDepartment of Pathology, Cancer Center Amsterdam, Amsterdam UMC, VU University Amsterdam, 1081 HV, The NetherlandsDepartment of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, Amsterdam UMC, VU University Amsterdam, 1081 HV, The NetherlandsDepartment of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, VU University Amsterdam, 1081 HV, The NetherlandsDepartment of Surgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Amsterdam, 1081 HV, The NetherlandsAccurate diagnosis of pancreatic head lesions remains challenging as no minimally invasive biomarkers are available to discriminate distal cholangiocarcinoma (CCA) from pancreatic ductal adenocarcinoma (PDAC). The aim of this study is to identify specific circulating microRNAs (miRNAs) to diagnose distal CCA. In the discovery phase, PCR profiling of 752 miRNAs was performed on fourteen patients with distal CCA and age- and sex-matched healthy controls. Candidate miRNAs were selected for evaluation and validation by RT-qPCR in an independent cohort of distal CCA (<i>N</i> = 24), healthy controls (<i>N</i> = 32), benign diseases (<i>N</i> = 20), and PDAC (<i>N</i> = 24). The optimal diagnostic combination of miRNAs was determined by multivariate logistic regression analysis and evaluated by ROC curves with AUC values. The discovery phase revealed 19 significantly dysregulated miRNAs, of which six were validated in the evaluation phase. The validation phase confirmed downregulated miR-16 in patients with distal CCA compared to benign disease or PDAC (<i>P</i> = 0.048 and <i>P</i> = 0.012), while miR-877 was significantly upregulated (<i>P</i> = 0.003 and <i>P</i> = 0.006). This two-miRNA panel was validated as a CCA-specific profile, discriminating distal CCA from benign disease (AUC = 0.90) and from PDAC (AUC = 0.88). In conclusion, the present study identified a two-miRNA panel of downregulated miR-16 and upregulated miR-877 with promising capability to diagnose patients with distal CCA.https://www.mdpi.com/2072-6694/11/8/1181biliary tract cancerdistal cholangiocarcinomapancreatic cancerdiagnosisbiomarkers
collection DOAJ
language English
format Article
sources DOAJ
author Laura L. Meijer
Jisce R. Puik
Tessa Y.S. Le Large
Michal Heger
Frederike Dijk
Niccola Funel
Thomas Wurdinger
Ingrid Garajová
Nicole C.T. van Grieken
Mark A. van de Wiel
Elisa Giovannetti
Geert Kazemier
spellingShingle Laura L. Meijer
Jisce R. Puik
Tessa Y.S. Le Large
Michal Heger
Frederike Dijk
Niccola Funel
Thomas Wurdinger
Ingrid Garajová
Nicole C.T. van Grieken
Mark A. van de Wiel
Elisa Giovannetti
Geert Kazemier
Unravelling the Diagnostic Dilemma: A MicroRNA Panel of Circulating MiR-16 and MiR-877 as A Diagnostic Classifier for Distal Bile Duct Tumors
Cancers
biliary tract cancer
distal cholangiocarcinoma
pancreatic cancer
diagnosis
biomarkers
author_facet Laura L. Meijer
Jisce R. Puik
Tessa Y.S. Le Large
Michal Heger
Frederike Dijk
Niccola Funel
Thomas Wurdinger
Ingrid Garajová
Nicole C.T. van Grieken
Mark A. van de Wiel
Elisa Giovannetti
Geert Kazemier
author_sort Laura L. Meijer
title Unravelling the Diagnostic Dilemma: A MicroRNA Panel of Circulating MiR-16 and MiR-877 as A Diagnostic Classifier for Distal Bile Duct Tumors
title_short Unravelling the Diagnostic Dilemma: A MicroRNA Panel of Circulating MiR-16 and MiR-877 as A Diagnostic Classifier for Distal Bile Duct Tumors
title_full Unravelling the Diagnostic Dilemma: A MicroRNA Panel of Circulating MiR-16 and MiR-877 as A Diagnostic Classifier for Distal Bile Duct Tumors
title_fullStr Unravelling the Diagnostic Dilemma: A MicroRNA Panel of Circulating MiR-16 and MiR-877 as A Diagnostic Classifier for Distal Bile Duct Tumors
title_full_unstemmed Unravelling the Diagnostic Dilemma: A MicroRNA Panel of Circulating MiR-16 and MiR-877 as A Diagnostic Classifier for Distal Bile Duct Tumors
title_sort unravelling the diagnostic dilemma: a microrna panel of circulating mir-16 and mir-877 as a diagnostic classifier for distal bile duct tumors
publisher MDPI AG
series Cancers
issn 2072-6694
publishDate 2019-08-01
description Accurate diagnosis of pancreatic head lesions remains challenging as no minimally invasive biomarkers are available to discriminate distal cholangiocarcinoma (CCA) from pancreatic ductal adenocarcinoma (PDAC). The aim of this study is to identify specific circulating microRNAs (miRNAs) to diagnose distal CCA. In the discovery phase, PCR profiling of 752 miRNAs was performed on fourteen patients with distal CCA and age- and sex-matched healthy controls. Candidate miRNAs were selected for evaluation and validation by RT-qPCR in an independent cohort of distal CCA (<i>N</i> = 24), healthy controls (<i>N</i> = 32), benign diseases (<i>N</i> = 20), and PDAC (<i>N</i> = 24). The optimal diagnostic combination of miRNAs was determined by multivariate logistic regression analysis and evaluated by ROC curves with AUC values. The discovery phase revealed 19 significantly dysregulated miRNAs, of which six were validated in the evaluation phase. The validation phase confirmed downregulated miR-16 in patients with distal CCA compared to benign disease or PDAC (<i>P</i> = 0.048 and <i>P</i> = 0.012), while miR-877 was significantly upregulated (<i>P</i> = 0.003 and <i>P</i> = 0.006). This two-miRNA panel was validated as a CCA-specific profile, discriminating distal CCA from benign disease (AUC = 0.90) and from PDAC (AUC = 0.88). In conclusion, the present study identified a two-miRNA panel of downregulated miR-16 and upregulated miR-877 with promising capability to diagnose patients with distal CCA.
topic biliary tract cancer
distal cholangiocarcinoma
pancreatic cancer
diagnosis
biomarkers
url https://www.mdpi.com/2072-6694/11/8/1181
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