Biomarker Discovery for Early Detection of Hepatocellular Carcinoma in Hepatitis C–infected Patients

Chronic hepatic disease damages the liver, and the resulting wound-healing process leads to liver fibrosis and the subsequent development of cirrhosis. The leading cause of hepatic fibrosis and cirrhosis is infection with hepatitis C virus (HCV), and of the patients with HCV-induced cirrhosis, 2% to...

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Veröffentlicht in:Molecular & cellular proteomics 2013-12, Vol.12 (12), p.3640-3652
Hauptverfasser: Mustafa, Mehnaz G., Petersen, John R., Ju, Hyunsu, Cicalese, Luca, Snyder, Ned, Haidacher, Sigmund J., Denner, Larry, Elferink, Cornelis
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container_issue 12
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container_title Molecular & cellular proteomics
container_volume 12
creator Mustafa, Mehnaz G.
Petersen, John R.
Ju, Hyunsu
Cicalese, Luca
Snyder, Ned
Haidacher, Sigmund J.
Denner, Larry
Elferink, Cornelis
description Chronic hepatic disease damages the liver, and the resulting wound-healing process leads to liver fibrosis and the subsequent development of cirrhosis. The leading cause of hepatic fibrosis and cirrhosis is infection with hepatitis C virus (HCV), and of the patients with HCV-induced cirrhosis, 2% to 5% develop hepatocellular carcinoma (HCC), with a survival rate of 7%. HCC is one of the leading causes of cancer-related death worldwide, and the poor survival rate is largely due to late-stage diagnosis, which makes successful intervention difficult, if not impossible. The lack of sensitive and specific diagnostic tools and the urgent need for early-stage diagnosis prompted us to discover new candidate biomarkers for HCV and HCC. We used aptamer-based fractionation technology to reduce serum complexity, differentially labeled samples (six HCV and six HCC) with fluorescent dyes, and resolved proteins in pairwise two-dimensional difference gel electrophoresis. DeCyder software was used to identify differentially expressed proteins and spots picked, and MALDI-MS/MS was used to determine that ApoA1 was down-regulated by 22% (p < 0.004) in HCC relative to HCV. Differential expression quantified via two-dimensional difference gel electrophoresis was confirmed by means of 18O/16O stable isotope differential labeling with LC-MS/MS zoom scans. Technically independent confirmation was demonstrated by triple quadrupole LC-MS/MS selected reaction monitoring (SRM) assays with three peptides specific to human ApoA1 (DLATVYVDVLK, WQEEMELYR, and VSFLSALEEYTK) using 18O/16O-labeled samples and further verified with AQUA peptides as internal standards for quantification. In 50 patient samples (24 HCV and 26 HCC), all three SRM assays yielded highly similar differential expression of ApoA1 in HCC and HCV patients. These results validated the SRM assays, which were independently confirmed by Western blotting. Thus, ApoA1 is a candidate member of an SRM biomarker panel for early diagnosis, prognosis, and monitoring of HCC. Future multiplexing of SRM assays for other candidate biomarkers is envisioned to develop a biomarker panel for subsequent verification and validation studies.
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The leading cause of hepatic fibrosis and cirrhosis is infection with hepatitis C virus (HCV), and of the patients with HCV-induced cirrhosis, 2% to 5% develop hepatocellular carcinoma (HCC), with a survival rate of 7%. HCC is one of the leading causes of cancer-related death worldwide, and the poor survival rate is largely due to late-stage diagnosis, which makes successful intervention difficult, if not impossible. The lack of sensitive and specific diagnostic tools and the urgent need for early-stage diagnosis prompted us to discover new candidate biomarkers for HCV and HCC. We used aptamer-based fractionation technology to reduce serum complexity, differentially labeled samples (six HCV and six HCC) with fluorescent dyes, and resolved proteins in pairwise two-dimensional difference gel electrophoresis. DeCyder software was used to identify differentially expressed proteins and spots picked, and MALDI-MS/MS was used to determine that ApoA1 was down-regulated by 22% (p &lt; 0.004) in HCC relative to HCV. Differential expression quantified via two-dimensional difference gel electrophoresis was confirmed by means of 18O/16O stable isotope differential labeling with LC-MS/MS zoom scans. Technically independent confirmation was demonstrated by triple quadrupole LC-MS/MS selected reaction monitoring (SRM) assays with three peptides specific to human ApoA1 (DLATVYVDVLK, WQEEMELYR, and VSFLSALEEYTK) using 18O/16O-labeled samples and further verified with AQUA peptides as internal standards for quantification. In 50 patient samples (24 HCV and 26 HCC), all three SRM assays yielded highly similar differential expression of ApoA1 in HCC and HCV patients. These results validated the SRM assays, which were independently confirmed by Western blotting. 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The leading cause of hepatic fibrosis and cirrhosis is infection with hepatitis C virus (HCV), and of the patients with HCV-induced cirrhosis, 2% to 5% develop hepatocellular carcinoma (HCC), with a survival rate of 7%. HCC is one of the leading causes of cancer-related death worldwide, and the poor survival rate is largely due to late-stage diagnosis, which makes successful intervention difficult, if not impossible. The lack of sensitive and specific diagnostic tools and the urgent need for early-stage diagnosis prompted us to discover new candidate biomarkers for HCV and HCC. We used aptamer-based fractionation technology to reduce serum complexity, differentially labeled samples (six HCV and six HCC) with fluorescent dyes, and resolved proteins in pairwise two-dimensional difference gel electrophoresis. 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subjects Adult
Amino Acid Sequence
Apolipoprotein A-I - blood
Apolipoprotein A-I - genetics
Aptamers, Peptide - chemistry
Biomarkers, Tumor - blood
Biomarkers, Tumor - genetics
Carcinoma, Hepatocellular - blood
Carcinoma, Hepatocellular - diagnosis
Carcinoma, Hepatocellular - etiology
Carcinoma, Hepatocellular - genetics
Early Diagnosis
Electrophoresis, Gel, Two-Dimensional
Fluorescent Dyes - chemistry
Gene Expression Regulation, Neoplastic
Hepacivirus - isolation & purification
Hepatitis C virus
Hepatitis C, Chronic - blood
Hepatitis C, Chronic - complications
Hepatitis C, Chronic - diagnosis
Hepatitis C, Chronic - genetics
Humans
Isotope Labeling
Liver Cirrhosis - blood
Liver Cirrhosis - diagnosis
Liver Cirrhosis - etiology
Liver Cirrhosis - genetics
Liver Neoplasms - blood
Liver Neoplasms - diagnosis
Liver Neoplasms - etiology
Liver Neoplasms - genetics
Male
Middle Aged
Molecular Sequence Data
Oxygen Isotopes
Sensitivity and Specificity
Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
title Biomarker Discovery for Early Detection of Hepatocellular Carcinoma in Hepatitis C–infected Patients
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