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Personalizing bariatric metabolic surgery: Predictors of weight-loss success and risk of weight recurrence.

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Title: Personalizing bariatric metabolic surgery: Predictors of weight-loss success and risk of weight recurrence.
Authors: Panunzi S; Consiglio Nazionale delle Ricerche, Istituto di Analisi dei Sistemi e Informatica, 'A. Ruberti', Rome, Italy. Electronic address: simona.panunzi@biomatematica.it., Russo S; Università Cattolica del Sacro Cuore, Rome, Italy., Pompa M; Consiglio Nazionale delle Ricerche, Istituto di Analisi dei Sistemi e Informatica, 'A. Ruberti', Rome, Italy., De Gaetano A; Consiglio Nazionale delle Ricerche, Istituto di Analisi dei Sistemi e Informatica, 'A. Ruberti', Rome, Italy; Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy, Palermo, Italy; Dept. of Biomatics Óbuda University, Budapest, Hungary., Verrastro O; Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy., Tuccinardi D; Endocrinology and Diabetes, Policlinico Universitario Campus Bio-Medico, Rome, Italy., Guidone C; Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy., Gissey LC; Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy., Casella G; Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy., Casella Mariolo JR; Department of Surgery, Ospedale dei Castelli, Ariccia, Rome, Italy., Angelini G; Università Cattolica del Sacro Cuore, Rome, Italy., Pattou F; Université de Lille, Inserm, CHU Lille, Institut Pasteur de Lille, U1190-EGID, Lille, France., Sabatini S; Cardiometabolic Risk Laboratory, Institute of Clinical Physiology (IFC), National Research Council (CNR), Pisa, Italy., Gastaldelli A; Cardiometabolic Risk Laboratory, Institute of Clinical Physiology (IFC), National Research Council (CNR), Pisa, Italy., Franks PW; Genetic and Molecular Epidemiology Unit, Lund University Diabetes Centre, Department of Clinical Science, Lund University, Helsingborg, Sweden; Precision Healthcare University Research Institute, Queen Mary University of London, London, UK., Al Ozairi E; Clinical Care Research and Trials Unit, Dasman Diabetes Institute, Kuwait City, Kuwait., Sparso T; Department of Pharmacometrics, Novo Nordisk A/S, Søborg, Denmark., Bornstein S; Department of Internal Medicine III, Carl Gustav Carus University Hospital Dresden, Technical University Dresden, Dresden, Germany; Division of Diabetes & Nutritional Sciences, School of Cardiovascular and Metabolic Medicine & Sciences, King's College London, London, UK., Le Roux CW; Diabetes Complications Research Centre, Conway Institute, University College Dublin, Dublin, Ireland., Mingrone G; Università Cattolica del Sacro Cuore, Rome, Italy; Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy; Division of Diabetes & Nutritional Sciences, School of Cardiovascular and Metabolic Medicine & Sciences, King's College London, London, UK.
Source: Metabolism: clinical and experimental [Metabolism] 2026 Apr; Vol. 177, pp. 156495. Date of Electronic Publication: 2026 Jan 13.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Inc Country of Publication: United States NLM ID: 0375267 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-8600 (Electronic) Linking ISSN: 00260495 NLM ISO Abbreviation: Metabolism Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Panunzi+S%22">Panunzi S</searchLink>; Consiglio Nazionale delle Ricerche, Istituto di Analisi dei Sistemi e Informatica, 'A. Ruberti', Rome, Italy. Electronic address: simona.panunzi@biomatematica.it.<br /><searchLink fieldCode="AU" term="%22Russo+S%22">Russo S</searchLink>; Università Cattolica del Sacro Cuore, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Pompa+M%22">Pompa M</searchLink>; Consiglio Nazionale delle Ricerche, Istituto di Analisi dei Sistemi e Informatica, 'A. Ruberti', Rome, Italy.<br /><searchLink fieldCode="AU" term="%22De+Gaetano+A%22">De Gaetano A</searchLink>; Consiglio Nazionale delle Ricerche, Istituto di Analisi dei Sistemi e Informatica, 'A. Ruberti', Rome, Italy; Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy, Palermo, Italy; Dept. of Biomatics Óbuda University, Budapest, Hungary.<br /><searchLink fieldCode="AU" term="%22Verrastro+O%22">Verrastro O</searchLink>; Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Tuccinardi+D%22">Tuccinardi D</searchLink>; Endocrinology and Diabetes, Policlinico Universitario Campus Bio-Medico, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Guidone+C%22">Guidone C</searchLink>; Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Gissey+LC%22">Gissey LC</searchLink>; Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Casella+G%22">Casella G</searchLink>; Department of Surgical Sciences, Sapienza University of Rome, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Casella+Mariolo+JR%22">Casella Mariolo JR</searchLink>; Department of Surgery, Ospedale dei Castelli, Ariccia, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Angelini+G%22">Angelini G</searchLink>; Università Cattolica del Sacro Cuore, Rome, Italy.<br /><searchLink fieldCode="AU" term="%22Pattou+F%22">Pattou F</searchLink>; Université de Lille, Inserm, CHU Lille, Institut Pasteur de Lille, U1190-EGID, Lille, France.<br /><searchLink fieldCode="AU" term="%22Sabatini+S%22">Sabatini S</searchLink>; Cardiometabolic Risk Laboratory, Institute of Clinical Physiology (IFC), National Research Council (CNR), Pisa, Italy.<br /><searchLink fieldCode="AU" term="%22Gastaldelli+A%22">Gastaldelli A</searchLink>; Cardiometabolic Risk Laboratory, Institute of Clinical Physiology (IFC), National Research Council (CNR), Pisa, Italy.<br /><searchLink fieldCode="AU" term="%22Franks+PW%22">Franks PW</searchLink>; Genetic and Molecular Epidemiology Unit, Lund University Diabetes Centre, Department of Clinical Science, Lund University, Helsingborg, Sweden; Precision Healthcare University Research Institute, Queen Mary University of London, London, UK.<br /><searchLink fieldCode="AU" term="%22Al+Ozairi+E%22">Al Ozairi E</searchLink>; Clinical Care Research and Trials Unit, Dasman Diabetes Institute, Kuwait City, Kuwait.<br /><searchLink fieldCode="AU" term="%22Sparso+T%22">Sparso T</searchLink>; Department of Pharmacometrics, Novo Nordisk A/S, Søborg, Denmark.<br /><searchLink fieldCode="AU" term="%22Bornstein+S%22">Bornstein S</searchLink>; Department of Internal Medicine III, Carl Gustav Carus University Hospital Dresden, Technical University Dresden, Dresden, Germany; Division of Diabetes & Nutritional Sciences, School of Cardiovascular and Metabolic Medicine & Sciences, King's College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Le+Roux+CW%22">Le Roux CW</searchLink>; Diabetes Complications Research Centre, Conway Institute, University College Dublin, Dublin, Ireland.<br /><searchLink fieldCode="AU" term="%22Mingrone+G%22">Mingrone G</searchLink>; Università Cattolica del Sacro Cuore, Rome, Italy; Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy; Division of Diabetes & Nutritional Sciences, School of Cardiovascular and Metabolic Medicine & Sciences, King's College London, London, UK.
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