Serum MicroRNAs as Biomarkers in Hepatitis C: Preliminary Evidence of a MicroRNA Panel for the Diagnosis of Hepatocellular Carcinoma

Early diagnosis of cirrhosis and hepatocellular carcinoma (HCC) due to chronic Hepatitis C (CHC) remain clinical priorities. In this pilot study, we assessed serum microRNA (miRNA) expression to distinguish cirrhosis and HCC, alone and in combination with the aminotransferase-to-platelet ratio (APRI...

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Main Authors: Anna Weis, Louise Marquart, Diego A. Calvopina, Berit Genz, Grant A. Ramm, Richard Skoien
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/20/4/864
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spelling doaj-a84dd82db9de4e738fee3544d8d30e5f2020-11-25T01:59:03ZengMDPI AGInternational Journal of Molecular Sciences1422-00672019-02-0120486410.3390/ijms20040864ijms20040864Serum MicroRNAs as Biomarkers in Hepatitis C: Preliminary Evidence of a MicroRNA Panel for the Diagnosis of Hepatocellular CarcinomaAnna Weis0Louise Marquart1Diego A. Calvopina2Berit Genz3Grant A. Ramm4Richard Skoien5Hepatic Fibrosis Group, QIMR Berghofer Medical Research Institute, 300 Herston Rd, Herston, QLD 4006, AustraliaQIMR Berghofer Statistics Unit, QIMR Berghofer Medical Research Institute, 300 Herston Rd, Herston, QLD 4006, AustraliaHepatic Fibrosis Group, QIMR Berghofer Medical Research Institute, 300 Herston Rd, Herston, QLD 4006, AustraliaHepatic Fibrosis Group, QIMR Berghofer Medical Research Institute, 300 Herston Rd, Herston, QLD 4006, AustraliaHepatic Fibrosis Group, QIMR Berghofer Medical Research Institute, 300 Herston Rd, Herston, QLD 4006, AustraliaHepatic Fibrosis Group, QIMR Berghofer Medical Research Institute, 300 Herston Rd, Herston, QLD 4006, AustraliaEarly diagnosis of cirrhosis and hepatocellular carcinoma (HCC) due to chronic Hepatitis C (CHC) remain clinical priorities. In this pilot study, we assessed serum microRNA (miRNA) expression to distinguish cirrhosis and HCC, alone and in combination with the aminotransferase-to-platelet ratio (APRI), Fibrosis 4 (FIB-4), and alpha-fetoprotein (AFP). Sixty CHC patients were subdivided into 3 cohorts: Mild disease (fibrosis stage F0-2; <i>n</i> = 20); cirrhosis (<i>n</i> = 20); and cirrhosis with HCC (<i>n</i> = 20). Circulating miRNA signatures were determined using a liver-specific real-time quantitative reverse transcription PCR (qRT-PCR) microarray assessing 372 miRNAs simultaneously. Differentially-expressed miRNA candidates were independently validated using qRT-PCR. Serum miRNA-409-3p was increased in cirrhosis versus mild disease. In HCC versus cirrhosis, miRNA-486-5p was increased, whereas miRNA-122-5p and miRNA-151a-5p were decreased. A logistic regression model-generated panel, consisting of miRNA-122-5p + miRNA-409-3p, distinguished cirrhosis from mild disease (area under the curve, AUC = 0.80; sensitivity = 85%, specificity = 70%; <i>p</i> &lt; 0.001). When combined with FIB-4 or APRI, performance was improved with AUC = 0.89 (<i>p</i> &lt; 0.001) and 0.87 (<i>p</i> &lt; 0.001), respectively. A panel consisting of miRNA-122-5p + miRNA-486-5p + miRNA-142-3p distinguished HCC from cirrhosis (AUC = 0.94; sensitivity = 80%, specificity = 95%; <i>p</i> &lt; 0.001), outperforming AFP (AUC = 0.64, <i>p</i> = 0.065). Serum miRNAs are differentially expressed across the spectrum of disease severity in CHC. MicroRNAs have great potential as diagnostic biomarkers in CHC, particularly in HCC where they outperform the only currently-used biomarker, AFP.https://www.mdpi.com/1422-0067/20/4/864serum miRNAhepatocellular carcinomacirrhosisnon-invasive biomarkerhepatitis C
collection DOAJ
language English
format Article
sources DOAJ
author Anna Weis
Louise Marquart
Diego A. Calvopina
Berit Genz
Grant A. Ramm
Richard Skoien
spellingShingle Anna Weis
Louise Marquart
Diego A. Calvopina
Berit Genz
Grant A. Ramm
Richard Skoien
Serum MicroRNAs as Biomarkers in Hepatitis C: Preliminary Evidence of a MicroRNA Panel for the Diagnosis of Hepatocellular Carcinoma
International Journal of Molecular Sciences
serum miRNA
hepatocellular carcinoma
cirrhosis
non-invasive biomarker
hepatitis C
author_facet Anna Weis
Louise Marquart
Diego A. Calvopina
Berit Genz
Grant A. Ramm
Richard Skoien
author_sort Anna Weis
title Serum MicroRNAs as Biomarkers in Hepatitis C: Preliminary Evidence of a MicroRNA Panel for the Diagnosis of Hepatocellular Carcinoma
title_short Serum MicroRNAs as Biomarkers in Hepatitis C: Preliminary Evidence of a MicroRNA Panel for the Diagnosis of Hepatocellular Carcinoma
title_full Serum MicroRNAs as Biomarkers in Hepatitis C: Preliminary Evidence of a MicroRNA Panel for the Diagnosis of Hepatocellular Carcinoma
title_fullStr Serum MicroRNAs as Biomarkers in Hepatitis C: Preliminary Evidence of a MicroRNA Panel for the Diagnosis of Hepatocellular Carcinoma
title_full_unstemmed Serum MicroRNAs as Biomarkers in Hepatitis C: Preliminary Evidence of a MicroRNA Panel for the Diagnosis of Hepatocellular Carcinoma
title_sort serum micrornas as biomarkers in hepatitis c: preliminary evidence of a microrna panel for the diagnosis of hepatocellular carcinoma
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1422-0067
publishDate 2019-02-01
description Early diagnosis of cirrhosis and hepatocellular carcinoma (HCC) due to chronic Hepatitis C (CHC) remain clinical priorities. In this pilot study, we assessed serum microRNA (miRNA) expression to distinguish cirrhosis and HCC, alone and in combination with the aminotransferase-to-platelet ratio (APRI), Fibrosis 4 (FIB-4), and alpha-fetoprotein (AFP). Sixty CHC patients were subdivided into 3 cohorts: Mild disease (fibrosis stage F0-2; <i>n</i> = 20); cirrhosis (<i>n</i> = 20); and cirrhosis with HCC (<i>n</i> = 20). Circulating miRNA signatures were determined using a liver-specific real-time quantitative reverse transcription PCR (qRT-PCR) microarray assessing 372 miRNAs simultaneously. Differentially-expressed miRNA candidates were independently validated using qRT-PCR. Serum miRNA-409-3p was increased in cirrhosis versus mild disease. In HCC versus cirrhosis, miRNA-486-5p was increased, whereas miRNA-122-5p and miRNA-151a-5p were decreased. A logistic regression model-generated panel, consisting of miRNA-122-5p + miRNA-409-3p, distinguished cirrhosis from mild disease (area under the curve, AUC = 0.80; sensitivity = 85%, specificity = 70%; <i>p</i> &lt; 0.001). When combined with FIB-4 or APRI, performance was improved with AUC = 0.89 (<i>p</i> &lt; 0.001) and 0.87 (<i>p</i> &lt; 0.001), respectively. A panel consisting of miRNA-122-5p + miRNA-486-5p + miRNA-142-3p distinguished HCC from cirrhosis (AUC = 0.94; sensitivity = 80%, specificity = 95%; <i>p</i> &lt; 0.001), outperforming AFP (AUC = 0.64, <i>p</i> = 0.065). Serum miRNAs are differentially expressed across the spectrum of disease severity in CHC. MicroRNAs have great potential as diagnostic biomarkers in CHC, particularly in HCC where they outperform the only currently-used biomarker, AFP.
topic serum miRNA
hepatocellular carcinoma
cirrhosis
non-invasive biomarker
hepatitis C
url https://www.mdpi.com/1422-0067/20/4/864
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