Sympathetic nervous activation, mitochondrial dysfunction and outcome in acutely decompensated cirrhosis : the metabolomic prognostic models (CLIF-C MET)

Affiliation
Centre de Recherchesurl’ Inflammation (CRI) ,Universite Paris Diderot ,Paris ,Île-de-France ,France
Weiss, Emmanuel;
Affiliation
EF Clif ,Barcelona ,Catalunya ,Spain
de la Peña-Ramirez, Carlos;
Affiliation
EF Clif ,Barcelona ,Catalunya ,Spain
Aguilar, Ferran;
Affiliation
Bioinformatics Platform ,CIBERehd ,Barcelona ,Spain
Lozano, Juan-Jose;
Affiliation
EF Clif ,Barcelona ,Catalunya ,Spain
Sánchez-Garrido, Cristina;
Affiliation
EF Clif ,Barcelona ,Catalunya ,Spain
Sierra, Patricia;
Affiliation
EF Clif ,Barcelona ,Catalunya ,Spain
Martin, Pedro Izquierdo-Bueno;
Affiliation
EF Clif ,Barcelona ,Catalunya ,Spain
Diaz, Juan Manuel;
Affiliation
CEA ,Gif-sur-Yvette ,Île-de-France ,France
Fenaille, François;
Affiliation
CEA ,Gif-sur-Yvette ,Île-de-France ,France
Castelli, Florence A;
Affiliation
Department of Hepato Gastroenterology ,Erasme Hospital, Université Libre de Bruxelles ,Bruxelles ,Bruxelles ,Belgium
Gustot, Thierry;
Affiliation
Division of Liver and Biliopanreatic Disorders ,KU Leuven, University of Leuven ,Leuven ,Belgium
Laleman, Wim;
ORCID
0000-0001-9131-2592
Affiliation
Department of Gastroenterology ,Hospital Ramon y Cajal ,Madrid ,Spain
Albillos, Agustín;
Affiliation
San Giovanni Battista Hospital ,Torino ,Italy
Alessandria, Carlo;
Affiliation
Department of Medical and Surgical Sciences ,University of Bologna ,Bologna ,Italy
Domenicali, Marco;
Affiliation
IRCCS Azienda-Ospedaliera Universitaria di Bologna, Department of Medical and Surgical Science - University of Bologna ,Bologna ,Italy
Caraceni, Paolo;
ORCID
0000-0002-9356-5830
Affiliation
Department of Medicine (DIMED) ,University of Padova ,Padova ,Italy
Piano, Salvatore;
Affiliation
Centre Hepato-Biliare ,Hopital Paul Brousse ,Villejuif ,France
Saliba, Faouzi;
Affiliation
Department of Gastroenterology and Hepatology ,J. W. Goethe-University Hospital ,Frankfurt am Main ,Hessen ,Germany
Zeuzem, Stefan;
Affiliation
Klinikum of the University of Munich ,Munich ,Germany
Gerbes, Alexander L;
Affiliation
Institute of Liver Studies ,King's College Hospital ,London ,UK
Wendon, Julia A;
Affiliation
Internal Medicine I ,University of Bonn ,Bonn ,Germany
Jansen, Christian;
Affiliation
Department of Internal Medicine B ,University of Münster ,Munster ,Nordrhein-Westfalen ,Germany
Gu, Wenyi;
Affiliation
Department of Internal Medicine, Division of Gastroenterology ,Faculty of Medicine, University of Debrecen ,Debrecen ,Hungary
Papp, Maria;
Affiliation
Institute of Liver and Digestive Health ,University College London Medical School ,London ,UK
Mookerjee, Raj;
ORCID
0000-0001-9376-1527
Affiliation
Unit of Internal Medicine and Hepatology (UIMH), Department of Medicine - DIMED ,University of Padua ,Padova ,Veneto ,Italy
Gambino, Carmine Gabriele;
ORCID
0000-0003-2455-2048
Affiliation
Hospital Vall d'Hebron ,Barcelona ,Catalunya ,Spain
Jiménez, Cesar;
Affiliation
Azienda Ospedaliero Universitaria Citta della Salute e della Scienza di Torino ,Torino ,Italy
Giovo, Ilaria;
ORCID
0000-0002-3219-6963
Affiliation
Department of Medical and Surgical Sciences ,University of Bologna ,Bologna ,Italy
Zaccherini, Giacomo;
Affiliation
II Department of Gastroenterology ,“La Sapienza” University ,Rome ,Italy
Merli, Manuela;
Affiliation
Division of Gastroenterology and Gastrointestinal Endoscopy. Vita-Salute San Raffaele University – Scientific Institute San Raffaele ,Milan ,Italy
Putignano, Antonella;
Affiliation
University of Münster ,Munster ,Nordrhein-Westfalen ,Germany
Uschner, Frank Erhard;
ORCID
0000-0003-0003-6241
Affiliation
Medizinische Klinik, Gastroenterologie und Hepatologie ,Berlin ,Germany
Berg, Thomas;
ORCID
0000-0002-5576-6914
Affiliation
Department of Medicine III ,University Hospital Aachen ,Aachen ,Germany
Bruns, Tony;
ORCID
0000-0003-2762-8247
Affiliation
Deptartment of Internal Medicine III ,University Hospital Aachen Department of Gastroenterology Metabolic Disorders and Intensive Medicine ,Aachen ,Germany
Trautwein, Christian;
GND
1211611256
ORCID
0000-0001-8403-7983
Affiliation
Department of Internal Medicine IV ,Jena University Hospital ,Jena ,Germany
Zipprich, Alexander;
Affiliation
Gastroenterology, IRYCIS ,Hospital General Universitario Gregorio Marañón ,Madrid ,Madrid ,Spain
Bañares, Rafael;
Affiliation
CHTMAD Vila Real ,Vila Real ,Portugal
Presa, José;
Affiliation
Internal Medicine-Liver Unit ,Hospital Universitari Vall d'Hebron ,Barcelona ,Barcelona ,Spain
Genesca, Joan;
Affiliation
Liver Unit ,Hospital Vall d'Hebron ,Barcelona ,Barcelona ,Spain
Vargas, Victor;
Affiliation
EF Clif ,Barcelona ,Catalunya ,Spain
Fernández, Javier;
ORCID
0000-0002-1308-5440
Affiliation
Medicina Clinica ,Policlinico S Orsola ,Bologna ,Italy
Bernardi, Mauro;
ORCID
0000-0002-1913-0716
Affiliation
Department of Clinical and Experimental Medicine ,University of Padova ,Padova ,Italy
Angeli, Paolo;
Affiliation
UCL ,London ,UK
Jalan, Rajiv;
ORCID
0000-0003-4333-7749
Affiliation
Department of Biochemistry/Molecular Genetics ,Hospital Clínic/University of Barcelona ,Barcelona ,Spain
Claria, Joan;
Affiliation
CEA Saclay ,Gif-sur-Yvette ,Île-de-France ,France
Junot, Christophe;
ORCID
0000-0003-0862-403X
Affiliation
Centre de Recherchesurl’ Inflammation (CRI) ,Universite Paris Diderot ,Paris ,Île-de-France ,France
Moreau, Richard;
ORCID
0000-0002-7028-3881
Affiliation
EF Clif ,Barcelona ,Catalunya ,Spain
Trebicka, Jonel;
Affiliation
European Foundation for the Study of Chronic Liver Failure ,Barcelona ,Spain
Arroyo, Vicente

Background and aims Current prognostic scores of patients with acutely decompensated cirrhosis (AD), particularly those with acute-on-chronic liver failure (ACLF), underestimate the risk of mortality. This is probably because systemic inflammation (SI), the major driver of AD/ACLF, is not reflected in the scores. SI induces metabolic changes, which impair delivery of the necessary energy for the immune reaction. This investigation aimed to identify metabolites associated with short-term (28-day) death and to design metabolomic prognostic models.

Methods Two prospective multicentre large cohorts from Europe for investigating ACLF and development of ACLF, CANONIC (discovery, n=831) and PREDICT (validation, n=851), were explored by untargeted serum metabolomics to identify and validate metabolites which could allow improved prognostic modelling.

Results Three prognostic metabolites strongly associated with death were selected to build the models. 4-Hydroxy-3-methoxyphenylglycol sulfate is a norepinephrine derivative, which may be derived from the brainstem response to SI. Additionally, galacturonic acid and hexanoylcarnitine are associated with mitochondrial dysfunction. Model 1 included only these three prognostic metabolites and age. Model 2 was built around 4-hydroxy-3-methoxyphenylglycol sulfate, hexanoylcarnitine, bilirubin, international normalised ratio (INR) and age. In the discovery cohort, both models were more accurate in predicting death within 7, 14 and 28 days after admission compared with MELDNa score (C-index: 0.9267, 0.9002 and 0.8424, and 0.9369, 0.9206 and 0.8529, with model 1 and model 2, respectively). Similar results were found in the validation cohort (C-index: 0.940, 0.834 and 0.791, and 0.947, 0.857 and 0.810, with model 1 and model 2, respectively). Also, in ACLF, model 1 and model 2 outperformed MELDNa 7, 14 and 28 days after admission for prediction of mortality.

Conclusions Models including metabolites (CLIF-C MET) reflecting SI, mitochondrial dysfunction and sympathetic system activation are better predictors of short-term mortality than scores based only on organ dysfunction (eg, MELDNa), especially in patients with ACLF.

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