Author:
Gurbuz Berivan,Guldiken Nurdan,Reuken Philipp,Fu Lei,Remih Katharina,Preisinger Christian,Brůha Radan,Leníček Martin,Petrtýl Jaromír,Reissing Johanna,Aly Mahmoud,Fromme Malin,Zhou Biaohuan,Karkossa Isabel,Schubert Kristin,von Bergen Martin,Stallmach Andreas,Bruns Tony,Strnad Pavel
Abstract
Abstract
Background and aim
Since hepatocytes produce majority of serum proteins, patients with cirrhosis display substantial alterations in the serum proteome. The aim of the current study was to characterize these changes and to study the prognostic utility of hepatocellular proteins available in routine clinical testing.
Methods
Sera from 29 healthy controls and 43 patients with cirrhosis were subjected to untargeted proteomic analysis. Unsupervised hierarchical clustering was performed with Perseus software and R. Ingenuity pathway analysis (IPA) suggested upstream regulators that were validated in liver tissues. The behavior and prognostic usefulness of selected biomarkers was investigated in 61 controls and 285 subjects with decompensated cirrhosis.
Results
Proteomics uncovered 65 and 16 hepatocellular serum proteins that are significantly downregulated or upregulated in patients with cirrhosis vs. controls. Hierarchical clustering revealed two main clusters and six sub-clusters. IPA identified HNF4α and IL-6 as the two major upstream regulators that were confirmed by hepatic gene expression analyses. Among pseudocholinesterase, transferrin, transthyretin, albumin, and apolipoprotein AI (Apo-AI), Apo-AI was the best predictor of 90-days transplant-free survival (AUROC 0.678; p = 0.0001) and remained an independent predictor in multivariable Cox independently of the presence of acute-on-chronic liver failure.
Conclusion
Our study reveals cirrhosis-associated changes in hepatocellular serum proteins and underlying transcription factors. Serum apolipoprotein AI may constitute a useful prognostic adjunct in patients with decompensated cirrhosis.
Graphical abstract
Funder
Deutsche Forschungsgemeinschaft
Heisenberg professorship
UFZ for the ProMetheus platform for proteomics and metabolomics
National Natural Science Foundation of China
Natural Science Foundation of Guangxi Province
RWTH Aachen University
Publisher
Springer Science and Business Media LLC
Cited by
7 articles.
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