Serum proteomics of adults with acute liver failure provides mechanistic insights and attractive prognostic biomarkers
Katharina Remih,
Franziska-Maria Hufnagel,
Anna Sophie Karl,
Valerie Durkalski-Mauldin,
William Martens Lee,
Constantine J. Karvellas,
Zemin Su,
Jody A. Rule,
Petra Tomanová,
Laura Krieg,
Isabel Karkossa,
Kristin Schubert,
Martin von Bergen,
Frank Tacke,
Sonja Luckhardt,
Nicole Ziegler,
Aimo Kannt,
Bastian Engel,
Richard Taubert,
Robert John Fontana,
Pavel Strnad
Affiliations
Katharina Remih
Medical Clinic III, Gastroenterology, Metabolic Diseases and Intensive Care, University Hospital RWTH Aachen, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN RARE LIVER), Aachen, Germany
Franziska-Maria Hufnagel
Medical Clinic III, Gastroenterology, Metabolic Diseases and Intensive Care, University Hospital RWTH Aachen, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN RARE LIVER), Aachen, Germany
Anna Sophie Karl
Medical Clinic III, Gastroenterology, Metabolic Diseases and Intensive Care, University Hospital RWTH Aachen, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN RARE LIVER), Aachen, Germany
Valerie Durkalski-Mauldin
Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
William Martens Lee
Department of Internal Medicine, Division of Digestive and Liver Diseases, UT Southwestern Medical Center, Dallas, TX, USA
Constantine J. Karvellas
Department of Critical Care Medicine, University of Alberta, Edmonton, AB, Canada
Zemin Su
Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
Jody A. Rule
Department of Internal Medicine, Division of Digestive and Liver Diseases, UT Southwestern Medical Center, Dallas, TX, USA
Petra Tomanová
Department of Econometrics, Prague University of Economics and Business, Prague, Czechia
Laura Krieg
Department of Molecular Systems Biology, Helmholtz Centre for Environmental Research, Leipzig, Germany
Isabel Karkossa
Department of Molecular Systems Biology, Helmholtz Centre for Environmental Research, Leipzig, Germany
Kristin Schubert
Department of Molecular Systems Biology, Helmholtz Centre for Environmental Research, Leipzig, Germany
Martin von Bergen
Department of Molecular Systems Biology, Helmholtz Centre for Environmental Research, Leipzig, Germany
Frank Tacke
Department of Hepatology and Gastroenterology, Charité-Universitätsmedizin, Campus Charité Mitte and Campus Virchow-Klinikum, Berlin, Germany
Sonja Luckhardt
Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany
Nicole Ziegler
Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany
Aimo Kannt
Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany; Goethe University, Institute of Clinical Pharmacology, Frankfurt am Main, Germany
Bastian Engel
Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
Richard Taubert
Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
Robert John Fontana
Department of Internal Medicine, Division of Gastroenterology, University of Michigan, Ann Arbor, MI, USA
Pavel Strnad
Medical Clinic III, Gastroenterology, Metabolic Diseases and Intensive Care, University Hospital RWTH Aachen, Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN RARE LIVER), Aachen, Germany; Corresponding author. Address: Medical Clinic III, Gastroenterology, Metabolic Diseases, and Intensive Care, University Hospital Aachen, Pauwelsstr. 30, 52074 Aachen, Germany. Tel.: +49 241 80-35324.
Background & Aims: Acute liver failure (ALF) is defined as rapid onset coagulopathy and encephalopathy in patients without a prior history of liver disease. We performed untargeted and targeted serum proteomics to delineate processes occurring in adult patients with ALF and to identify potential biomarkers. Methods: Sera of 319 adult patients with ALF (∼50% acetaminophen [APAP]-related cases) were randomly selected from admission samples of the multicenter USA Acute Liver Failure Study Group consortium and subdivided into discovery/validation cohorts. They were analyzed using untargeted proteomics with mass spectroscopy and a serum cytokine profiling and compared with 30 healthy controls. The primary clinical outcome was 21-day transplant-free survival. Single-cell RNAseq data mapped biomarkers to cells of origin; functional enrichment analysis provided mechanistic insights. Novel prognostic scores were compared with the model for end-stage liver disease and ALFSG prognostic index scores. Results: In the discovery cohort, 117 proteins differed between patients with ALF and healthy controls. There were 167 proteins associated with APAP-related ALF, with the majority being hepatocyte-derived. Three hepatocellular proteins (ALDOB, CAT, and PIGR) robustly and reproducibly discriminated APAP from non-APAP cases (AUROCs ∼0.9). In the discovery cohort, 37 proteins were related to 21-day outcome. The key processes associated with survival were acute-phase response and hepatocyte nuclear factor 1α signaling. SERPINA1 and LRG1 were the best individual discriminators of 21-day transplant-free survival in both cohorts. Two models of blood-based proteomic biomarkers outperformed the model for end-stage liver disease and ALFSG prognostic index and were reproduced in the validation cohort (AUROCs 0.83-0.86) for 21-day transplant-free survival. Conclusions: Proteomics and cytokine profiling identified new, reproducible biomarkers associated with APAP etiology and 21-day outcome. These biomarkers may improve prognostication and understanding of the etiopathogenesis of ALF but need to be independently validated. Impact and implications: Acute liver failure (ALF) is a sudden, and severe condition associated with high fatality. More sensitive and specific prognostic scores are urgently needed to facilitate decision-making regarding liver transplantation in patients with ALF. Our proteomic analysis uncovered marked differences between acetaminophen and non-acetaminophen-related ALF. The identification of routinely measurable biomarkers that are associated with 21-day transplant-free survival and the derivation of novel prognostic scores may facilitate clinical management as well as decisions for/against liver transplantation. Further studies are needed to quantify less abundant proteins. Although we used two cohorts, our findings still need to be independently and prospectively validated.