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Combined Serum Biomarkers in Non-Invasive Diagnosis of Non-Alcoholic Steatohepatitis
BACKGROUND: Non-alcoholic steatoheaptitis (NASH), the critical stage of non-alcoholic fatty liver disease (NAFLD), is of chronic progression and can develop cirrhosis even hepatocellular carcinoma (HCC). However, non-invasive biomarkers for NASH diagnosis remain poorly applied in clinical practice....
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4486729/ https://www.ncbi.nlm.nih.gov/pubmed/26121037 http://dx.doi.org/10.1371/journal.pone.0131664 |
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author | Yang, Mei Xu, Dongping Liu, Yuan Guo, Xiaodong Li, Wenshu Guo, Chaonan Zhang, Hongping Gao, Yinjie Mao, Yuanli Zhao, Jingmin |
author_facet | Yang, Mei Xu, Dongping Liu, Yuan Guo, Xiaodong Li, Wenshu Guo, Chaonan Zhang, Hongping Gao, Yinjie Mao, Yuanli Zhao, Jingmin |
author_sort | Yang, Mei |
collection | PubMed |
description | BACKGROUND: Non-alcoholic steatoheaptitis (NASH), the critical stage of non-alcoholic fatty liver disease (NAFLD), is of chronic progression and can develop cirrhosis even hepatocellular carcinoma (HCC). However, non-invasive biomarkers for NASH diagnosis remain poorly applied in clinical practice. Our study aims at testing the accuracy of the combination of cytokeratin-18 M30 fragment (CK-18-M30), fibroblast growth factor 21 (FGF-21), interleukin 1 receptor antagonist (IL-1Ra), pigment epithelium-derived factor (PEDF) and osteoprotegerin (OPG) in diagnosing NAFLD and NASH. METHODS: 179 patients with biopsy-proven NAFLD were enrolled as training group, 91 age- and gender-matched healthy subjects were recruited at the same time as controls. 63 other NAFLD patients were separately collected as validation group. 45 alcoholic fatty liver disease (AFLD) patients, 50 hepatitis B virus (HBV) patients, 52 hepatitis C virus (HCV) patients were also included. Serum biomarker levels were measured by enzyme-linked immunosorbent assay. RESULTS: Serum levels of CK-18-M30, FGF-21, IL-1Ra and PEDF increased, while OPG decreased in a stepwise fashion in controls, non-NASH NAFLD patients and NASH patients (P < 0.01). The area under receiver-operating characteristics curve to diagnose NASH was 0.86 for CK-18-M30, 0.89 for FGF-21, 0.89 for IL-1Ra, 0.89 for PEDF and 0.89 for OPG. CK-18-M30 had 70% negative predictive value (NPV) and 79% positive predictive value (PPV) to diagnose NASH. A 5-step approach measuring CK-18-M30 followed by FGF21, IL-1Ra, PEDF and OPG gradually improved the NPV to 76% and PPV to 85%, which reached 80% and 76% respectively in the validation cohort. CONCLUSION: Compared to single biomarker, stepwise combination of CK-18-M30, FGF-21, IL-1Ra, PEDF and OPG can further improve the accuracy in diagnosing NASH. |
format | Online Article Text |
id | pubmed-4486729 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-44867292015-07-02 Combined Serum Biomarkers in Non-Invasive Diagnosis of Non-Alcoholic Steatohepatitis Yang, Mei Xu, Dongping Liu, Yuan Guo, Xiaodong Li, Wenshu Guo, Chaonan Zhang, Hongping Gao, Yinjie Mao, Yuanli Zhao, Jingmin PLoS One Research Article BACKGROUND: Non-alcoholic steatoheaptitis (NASH), the critical stage of non-alcoholic fatty liver disease (NAFLD), is of chronic progression and can develop cirrhosis even hepatocellular carcinoma (HCC). However, non-invasive biomarkers for NASH diagnosis remain poorly applied in clinical practice. Our study aims at testing the accuracy of the combination of cytokeratin-18 M30 fragment (CK-18-M30), fibroblast growth factor 21 (FGF-21), interleukin 1 receptor antagonist (IL-1Ra), pigment epithelium-derived factor (PEDF) and osteoprotegerin (OPG) in diagnosing NAFLD and NASH. METHODS: 179 patients with biopsy-proven NAFLD were enrolled as training group, 91 age- and gender-matched healthy subjects were recruited at the same time as controls. 63 other NAFLD patients were separately collected as validation group. 45 alcoholic fatty liver disease (AFLD) patients, 50 hepatitis B virus (HBV) patients, 52 hepatitis C virus (HCV) patients were also included. Serum biomarker levels were measured by enzyme-linked immunosorbent assay. RESULTS: Serum levels of CK-18-M30, FGF-21, IL-1Ra and PEDF increased, while OPG decreased in a stepwise fashion in controls, non-NASH NAFLD patients and NASH patients (P < 0.01). The area under receiver-operating characteristics curve to diagnose NASH was 0.86 for CK-18-M30, 0.89 for FGF-21, 0.89 for IL-1Ra, 0.89 for PEDF and 0.89 for OPG. CK-18-M30 had 70% negative predictive value (NPV) and 79% positive predictive value (PPV) to diagnose NASH. A 5-step approach measuring CK-18-M30 followed by FGF21, IL-1Ra, PEDF and OPG gradually improved the NPV to 76% and PPV to 85%, which reached 80% and 76% respectively in the validation cohort. CONCLUSION: Compared to single biomarker, stepwise combination of CK-18-M30, FGF-21, IL-1Ra, PEDF and OPG can further improve the accuracy in diagnosing NASH. Public Library of Science 2015-06-29 /pmc/articles/PMC4486729/ /pubmed/26121037 http://dx.doi.org/10.1371/journal.pone.0131664 Text en © 2015 Yang et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Yang, Mei Xu, Dongping Liu, Yuan Guo, Xiaodong Li, Wenshu Guo, Chaonan Zhang, Hongping Gao, Yinjie Mao, Yuanli Zhao, Jingmin Combined Serum Biomarkers in Non-Invasive Diagnosis of Non-Alcoholic Steatohepatitis |
title | Combined Serum Biomarkers in Non-Invasive Diagnosis of Non-Alcoholic Steatohepatitis |
title_full | Combined Serum Biomarkers in Non-Invasive Diagnosis of Non-Alcoholic Steatohepatitis |
title_fullStr | Combined Serum Biomarkers in Non-Invasive Diagnosis of Non-Alcoholic Steatohepatitis |
title_full_unstemmed | Combined Serum Biomarkers in Non-Invasive Diagnosis of Non-Alcoholic Steatohepatitis |
title_short | Combined Serum Biomarkers in Non-Invasive Diagnosis of Non-Alcoholic Steatohepatitis |
title_sort | combined serum biomarkers in non-invasive diagnosis of non-alcoholic steatohepatitis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4486729/ https://www.ncbi.nlm.nih.gov/pubmed/26121037 http://dx.doi.org/10.1371/journal.pone.0131664 |
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