Evaluation of the biomarker candidate MFAP4 for non-invasive assessment of hepatic fibrosis in hepatitis C patients

  • \(\textbf {Background:}\) The human microfibrillar-associated protein 4 (MFAP4) is located to extracellular matrix fibers and plays a role in disease-related tissue remodeling. Previously, we identified MFAP4 as a serum biomarker candidate for hepatic fibrosis and cirrhosis in hepatitis C patients. The aim of the present study was to elucidate the potential of MFAP4 as biomarker for hepatic fibrosis with a focus on the differentiation of no to moderate (F0–F2) and severe fibrosis stages and cirrhosis (F3 and F4, Desmet-Scheuer scoring system). \(\textbf {Methods:}\) MFAP4 levels were measured using an AlphaLISA immunoassay in a retrospective study including \(\it n\) = 542 hepatitis C patients. We applied a univariate logistic regression model based on MFAP4 serum levels and furthermore derived a multivariate model including also age and gender. Youden-optimal cutoffs for binary classification were determined for both models without restrictions and considering a lower limit of 80% sensitivity (correct classification of F3 and F4), respectively. To assess the generalization error, leave-one-out cross validation (LOOCV ) was performed. \(\textbf {Results:}\) MFAP4 levels were shown to differ between no to moderate fibrosis stages F0–F2 and severe stages (F3 and F4) with high statistical significance (\(\it t\) test on log scale, \(\it p\) value \(<2.2·10^{-16}\)). In the LOOCV, the univariate classification resulted in 85.8% sensitivity and 54.9% specificity while the multivariate model yielded 81.3% sensitivity and 61.5% specificity (restricted approaches). \(\textbf {Conclusions:}\) We confirmed the applicability of MFAP4 as a novel serum biomarker for assessment of hepatic fibrosis and identification of high-risk patients with severe fibrosis stages in hepatitis C. The combination of MFAP4 with existing tests might lead to a more accurate non-invasive diagnosis of hepatic fibrosis and allow a cost-effective disease management in the era of new direct acting antivirals.

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Author:Thilo BrachtORCiDGND, Christian MöllekenGND, Maike AhrensGND, Gereon PoschmannORCiDGND, Anders SchlosserGND, Martin EisenacherORCiDGND, Kai StühlerGND, Helmut E. MeyerGND, Wolff-Helmut SchmiegelGND, Uffe HolmskovGND, Grith L. SorensenGND, Barbara SitekGND
URN:urn:nbn:de:hbz:294-58129
DOI:https://doi.org/10.1186/s12967-016-0952-3
Parent Title (English):Journal of translational medicine
Document Type:Article
Language:English
Date of Publication (online):2018/07/03
Date of first Publication:2016/07/04
Publishing Institution:Ruhr-Universität Bochum, Universitätsbibliothek
Tag:Open Access Fonds
Cirrhosis; Direct acting antivirals; Hepatic fibrosis; Hepatitis C; Microfibrillar-associated protein 4; Serum biomarker
Volume:14
First Page:201-1
Last Page:201-9
Note:
Article Processing Charge funded by the Open Access Publication Fund of Ruhr-Universität Bochum.
Institutes/Facilities:Medizinisches Proteom-Center
Dewey Decimal Classification:Technik, Medizin, angewandte Wissenschaften / Medizin, Gesundheit
open_access (DINI-Set):open_access
faculties:Medizinische Fakultät
Licence (English):License LogoCreative Commons - CC BY 4.0 - Attribution 4.0 International