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Armandi A, Sanavia T, Younes R, Caviglia GP, Rosso C, Govaere O, Liguori A, Francione P, Gallego-Duràn R, Ampuero J, Pennisi G, Aller R, Tiniakos D, Burt A, David E, Vecchio F, Maggioni M, Cabibi D, McLeod D, Pareja MJ, Zaki MYW, Grieco A, Stål P, Kechagias S, Fracanzani AL, Valenti L, Miele L, Fariselli P, Eslam M, Petta S, Hagström H, George J, Schattenberg JM, Romero-Gómez M, Anstee QM, Bugianesi E. Serum ferritin levels can predict long-term outcomes in patients with metabolic dysfunction-associated steatotic liver disease. Gut 2024; 73:825-834. [PMID: 38199805 DOI: 10.1136/gutjnl-2023-330815] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 12/22/2023] [Indexed: 01/12/2024]
Abstract
OBJECTIVE Hyperferritinaemia is associated with liver fibrosis severity in patients with metabolic dysfunction-associated steatotic liver disease (MASLD), but the longitudinal implications have not been thoroughly investigated. We assessed the role of serum ferritin in predicting long-term outcomes or death. DESIGN We evaluated the relationship between baseline serum ferritin and longitudinal events in a multicentre cohort of 1342 patients. Four survival models considering ferritin with confounders or non-invasive scoring systems were applied with repeated five-fold cross-validation schema. Prediction performance was evaluated in terms of Harrell's C-index and its improvement by including ferritin as a covariate. RESULTS Median follow-up time was 96 months. Liver-related events occurred in 7.7%, hepatocellular carcinoma in 1.9%, cardiovascular events in 10.9%, extrahepatic cancers in 8.3% and all-cause mortality in 5.8%. Hyperferritinaemia was associated with a 50% increased risk of liver-related events and 27% of all-cause mortality. A stepwise increase in baseline ferritin thresholds was associated with a statistical increase in C-index, ranging between 0.02 (lasso-penalised Cox regression) and 0.03 (ridge-penalised Cox regression); the risk of developing liver-related events mainly increased from threshold 215.5 µg/L (median HR=1.71 and C-index=0.71) and the risk of overall mortality from threshold 272 µg/L (median HR=1.49 and C-index=0.70). The inclusion of serum ferritin thresholds (215.5 µg/L and 272 µg/L) in predictive models increased the performance of Fibrosis-4 and Non-Alcoholic Fatty Liver Disease Fibrosis Score in the longitudinal risk assessment of liver-related events (C-indices>0.71) and overall mortality (C-indices>0.65). CONCLUSIONS This study supports the potential use of serum ferritin values for predicting the long-term prognosis of patients with MASLD.
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Affiliation(s)
- Angelo Armandi
- Division of Gastroenterology and Hepatology, Department of Medical Sciences, University of Turin, Turin, Italy
- Metabolic Liver Disease Research Program, I. Department of Internal Medicine, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
| | - Tiziana Sanavia
- Computational Biomedicine Unit, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Ramy Younes
- Boehringer Ingelheim International GmbH, Ingelheim, Germany
| | - Gian Paolo Caviglia
- Division of Gastroenterology and Hepatology, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Chiara Rosso
- Division of Gastroenterology and Hepatology, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Olivier Govaere
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Antonio Liguori
- Internal Medicine and Liver Transplant Unit, Department of Medical and Surgical Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- CEMAD, Digestive Disease Center, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Paolo Francione
- Unit of Medicine and Metabolic Disease, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Rocìo Gallego-Duràn
- UCM Digestive Diseases and SeLiver Group, Virgen del Rocio University Hospital, Institute of Biomedicine of Seville (HUVR/CSIC/US), University of Seville, Seville, Spain
| | - Javier Ampuero
- UCM Digestive Diseases and SeLiver Group, Virgen del Rocio University Hospital, Institute of Biomedicine of Seville (HUVR/CSIC/US), University of Seville, Seville, Spain
| | - Grazia Pennisi
- Sezione di Gastroenterologia, PROMISE, Università di Palermo, Palermo, Italy
| | - Rocio Aller
- Hospital Clínico de Valladolid, Valladolid, Spain
| | - Dina Tiniakos
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
- Department of Pathology, Aretaieion Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Alastair Burt
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Ezio David
- Department of Pathology, Azienda Ospedaliero-Universitaria Città della Salute e della Scienza, University of Turin, Turin, Italy
| | - Fabio Vecchio
- Dipartimento Universitario Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Area Anatomia Patologica. Fondazione Policlinico Gemelli IRCCS, Rome, Italy
| | - Marco Maggioni
- Department of Pathology, Ca' Granda IRCCS Foundation, Milan, Italy
| | - Daniela Cabibi
- Pathology Institute, PROMISE, University of Palermo, Palermo, Italy
| | - Duncan McLeod
- Department of Anatomical Pathology, Institute of Clinical Pathology and Medical Research (ICPMR), Westmead Hospital, Westmead, New South Wales, Australia
| | | | - Marco Y W Zaki
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
- Biochemistry Department, Faculty of Pharmacy, Minia University, Minia, Egypt
- Centre for Research and Sustainability, Deraya University, New Minia, Minia, Egypt
| | - Antonio Grieco
- Dipartimento Universitario Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Area Medicina Interna, Gastroenterologia e Oncologia Medica, Fondazione Policlinico A. Gemelli IRCCS, Rome, Italy
| | - Per Stål
- Division of Hepatology, Department of Upper GI Diseases, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine, Huddinge Karolinska Institutet, Stockholm, Sweden
| | - Stergios Kechagias
- Department of Health, Medicine and Caring Sciences, Linköping University, Linkoping, Sweden
| | - Anna Ludovica Fracanzani
- Unit of Medicine and Metabolic Disease, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
| | - Luca Valenti
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
- Biological Resource Center Unit and Transfusion Medicine, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico Milano, Milan, Italy
| | - Luca Miele
- Internal Medicine and Liver Transplant Unit, Department of Medical and Surgical Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- CEMAD, Digestive Disease Center, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Piero Fariselli
- Computational Biomedicine Unit, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Mohammed Eslam
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital, University of Sydney, Westmead, New South Wales, Australia
| | - Salvatore Petta
- Sezione di Gastroenterologia, PROMISE, Università di Palermo, Palermo, Italy
| | - Hannes Hagström
- Division of Hepatology, Department of Upper GI Diseases, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine, Huddinge Karolinska Institutet, Stockholm, Sweden
| | - Jacob George
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital, University of Sydney, Westmead, New South Wales, Australia
| | - Jörn M Schattenberg
- Metabolic Liver Disease Research Program, I. Department of Internal Medicine, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- Department of Medicine II, Saarland University Medical Center, Homburg, Germany
| | - Manuel Romero-Gómez
- UCM Digestive Diseases and SeLiver Group, Virgen del Rocio University Hospital, Institute of Biomedicine of Seville (HUVR/CSIC/US), University of Seville, Seville, Spain
| | - Quentin Mark Anstee
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
- Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Elisabetta Bugianesi
- Division of Gastroenterology and Hepatology, Department of Medical Sciences, University of Turin, Turin, Italy
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