Development and validation of a scoring system to predict response to obeticholic acid in primary biliary cholangitis.

Obeticholic acid predictive model primary biliary cholangitis

Journal

Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association
ISSN: 1542-7714
Titre abrégé: Clin Gastroenterol Hepatol
Pays: United States
ID NLM: 101160775

Informations de publication

Date de publication:
21 May 2024
Historique:
received: 05 03 2024
revised: 02 05 2024
accepted: 07 05 2024
medline: 24 5 2024
pubmed: 24 5 2024
entrez: 23 5 2024
Statut: aheadofprint

Résumé

Obeticholic acid (OCA) is the only licensed second-line therapy for primary biliary cholangitis (PBC). With novel therapeutics in advanced development, clinical tools are needed to tailor the treatment algorithm. We aimed to derive and externally validate the OCA response score (ORS) for predicting the response probability of individuals with PBC to OCA. We used data from the Italian RECAPITULATE (N 441) and the IBER-PBC (N 244) OCA real-world prospective cohorts to derive/validate a score including widely available variables obtained either pre-treatment (ORS), or also after 6 months of treatment (ORS+). Multivariable Cox's regressions with backward selection were applied to obtain parsimonious predictive models. The predicted outcomes were biochemical response according to POISE (ALP/ULN<1.67 with a reduction of at least 15%, and normal bilirubin), or ALP/ULN<1.67, or NORMAL RANGE criteria (NR: normal ALP, ALT and bilirubin) up to 24 months. Depending on the response criteria, ORS included age, pruritus, cirrhosis, ALP/ULN, ALT/ULN, GGT/ULN and bilirubin. ORS+ also included ALP/ULN and bilirubin after 6 months of OCA therapy. Internally validated c-statistics for ORS were of 0.75, 0.78 and 0.72 for POISE, ALP/ULN<1.67 and NR response, which raised to 0.83, 0.88, 0.81 with ORS+, respectively. The respective performances in validation were of 0.70, 0.72 and 0.71 for ORS, and 0.80, 0.84, 0.78 for ORS+. Results were consistent across groups with mild/severe disease. We developed and externally validated a scoring system capable to predict OCA response according to different criteria. This tool will enhance a stratified second-line therapy model to streamline standard care and trial delivery in PBC.

Sections du résumé

BACKGROUND & AIMS OBJECTIVE
Obeticholic acid (OCA) is the only licensed second-line therapy for primary biliary cholangitis (PBC). With novel therapeutics in advanced development, clinical tools are needed to tailor the treatment algorithm. We aimed to derive and externally validate the OCA response score (ORS) for predicting the response probability of individuals with PBC to OCA.
METHODS METHODS
We used data from the Italian RECAPITULATE (N 441) and the IBER-PBC (N 244) OCA real-world prospective cohorts to derive/validate a score including widely available variables obtained either pre-treatment (ORS), or also after 6 months of treatment (ORS+). Multivariable Cox's regressions with backward selection were applied to obtain parsimonious predictive models. The predicted outcomes were biochemical response according to POISE (ALP/ULN<1.67 with a reduction of at least 15%, and normal bilirubin), or ALP/ULN<1.67, or NORMAL RANGE criteria (NR: normal ALP, ALT and bilirubin) up to 24 months.
RESULTS RESULTS
Depending on the response criteria, ORS included age, pruritus, cirrhosis, ALP/ULN, ALT/ULN, GGT/ULN and bilirubin. ORS+ also included ALP/ULN and bilirubin after 6 months of OCA therapy. Internally validated c-statistics for ORS were of 0.75, 0.78 and 0.72 for POISE, ALP/ULN<1.67 and NR response, which raised to 0.83, 0.88, 0.81 with ORS+, respectively. The respective performances in validation were of 0.70, 0.72 and 0.71 for ORS, and 0.80, 0.84, 0.78 for ORS+. Results were consistent across groups with mild/severe disease.
CONCLUSIONS CONCLUSIONS
We developed and externally validated a scoring system capable to predict OCA response according to different criteria. This tool will enhance a stratified second-line therapy model to streamline standard care and trial delivery in PBC.

Identifiants

pubmed: 38782175
pii: S1542-3565(24)00482-8
doi: 10.1016/j.cgh.2024.05.008
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Informations de copyright

Copyright © 2024. Published by Elsevier Inc.

Auteurs

Antonio De Vincentis (A)

Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; Research Unit of Internal Medicine, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Roma, Italy.

Javier Ampuero (J)

Hospital Universitario Virgen del Rocio, Seville, Spain.

Francesca Terracciani (F)

Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; Research Unit of Hepatology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Roma, Italy.

Daphne D'Amato (D)

Gastroenterology Unit, Citta della salute e della scienza, Torino, Italy.

Alessio Gerussi (A)

Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, European Reference Network on Hepatological Diseases, San Gerardo Hospital, Monza, Italy.

Laura Cristoferi (L)

Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, European Reference Network on Hepatological Diseases, San Gerardo Hospital, Monza, Italy.

Nora Cazzagon (N)

Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, Padova University Hospital, Padova, Italy.

Emanuela Bonaiuto (E)

Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, Padova University Hospital, Padova, Italy.

Annarosa Floreani (A)

Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, Padova University Hospital, Padova, Italy.

Vincenza Calvaruso (V)

Gastroenterology and Hepatology Unit, University of Palermo, Palermo, Italy.

Luca Cadamuro (L)

Gastroenterology and Hepatology Unit, University of Palermo, Palermo, Italy.

Elisabetta Degasperi (E)

Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico - Division of Gastroenterology and Hepatology - CRC A.M. and A. Migliavacca Center for Liver Disease, Milan, Italy.

Anna Morgando (A)

Gastroenterology Unit, Citta della salute e della scienza, Torino, Italy.

Ester Vanni (E)

Gastroenterology Unit, Citta della salute e della scienza, Torino, Italy.

Ana Lleo (A)

Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy and IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.

Francesca Colapietro (F)

Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy and IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy.

Domenico Alvaro (D)

Department of Translational and Precision Medicine, University La Sapienza, Rome, Italy.

Antonino Castellaneta (A)

Gastroenterology Unit, Policlinico di Bari Hospital, Bari, Italy.

Sara Labanca (S)

Gastroenterology Unit, Department of Internal Medicine, University of Genoa, IRCCS Ospedale Policlinico San Martino.

Mauro Viganò (M)

Hepatology Unit, ASST Papa Giovanni XXIII, Bergamo, Italy.

Marco Distefano (M)

Department of Infectious Diseases, Umberto I Hospital, Siracusa, Italy.

Valeria Pace Palitti (VP)

Hepatology Unit, Santo Spirito Hospital, Pescara, Italy.

Chiara Ricci (C)

Internal Medicine, Spedali Civili, Brescia, Italy.

Nicoletta De Matthaeis (N)

UOC of Gastroenterology, Gastroenterological, Endocrine-Metabolic and Nephro-Urological Sciences Department, Fondazione Policlinico Universitario A.Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy.

Marco Marzioni (M)

Clinic of Gastroenterology and Hepatology, Universita Politecnica delle Marche, Ancona, Italy.

Elena Gómez-Dominguez (E)

Hospital Universitario 12 de Octubre, Madrid, Spain.

Jose-Luis Montero (JL)

Complexo Hospitalario Universitario Santiago de Compostela, Coruña, Spain.

Esther Molina (E)

Hospital Universitario Reina Sofia, Cordoba, Spain.

Luisa Garcia-Buey (L)

Hospital Universitario de La Princesa, Madrid, Spain.

Marta Casado (M)

Hospital de Torrecardenas, Almeria, Spain.

Marina Berenguer (M)

Hospital Universitario La Fe, Valencia, Spain.

Isabel Conde (I)

Hospital Universitario La Fe, Valencia, Spain.

Miguel-Angel Simon (MA)

Hospital Universitario Lozano-Blesa, Zaragoza, Spain.

Javier Fuentes (J)

Hospital Miguel Servet, Zaragoza, Spain.

Pedro Costa-Moreira (P)

Centro Hospitalar Sao Joao Porto, Portugal.

Guilherme Macedo (G)

Centro Hospitalar Sao Joao Porto, Portugal.

Francisco Jorquera (F)

Complejo Asistencial Universitario de Leon, Spain.

Rosa-Maria Morillas (RM)

Hospital Germans Trias i Pujol, Badalona, Spain.

Jose Presa (J)

Centro Hospitalar De Trás-Os-Montes E Alto Douro, Portugal.

Jose-Manuel Sousa (JM)

Hospital Universitario Virgen del Rocio, Seville, Spain.

Dario Gomes (D)

Dept de Gastroenterología, Centro Hospitalar Universitário de Coimbra, Portugal.

Luis Santos (L)

Dept de Gastroenterología, Centro Hospitalar Universitário de Coimbra, Portugal.

Antonio Olveira (A)

Hospital Universitario La Paz, Madrid, Spain.

Manuel Hernandez-Guerra (M)

Hospital Universitario de Canarias, Universidad de La Laguna, Tenerife, Spain.

Leire Aburruza (L)

Hospital Universitario de Donosti, Spain.

Arsenio Santos (A)

Centro Hospitalar e Universitário de Coimbra, Portugal.

Armando Carvalho (A)

Centro Hospitalar e Universitário de Coimbra, Portugal.

Juan Uriz (J)

Complejo Hospitalario de Navarra, Spain.

Maria-Luisa Gutierrez (ML)

Hospital Universitario Fundación Alcorcón, Alcorcón, Madrid, Spain.

Elia Perez (E)

Hospital Universitario Fundación Alcorcón, Alcorcón, Madrid, Spain.

Luchino Chessa (L)

Liver Unit, University Hospital of Cagliari, Cagliari, Italy.

Adriano Pellicelli (A)

Liver Unit, San Camillo Hospital, Rome, Italy.

Massimo Marignani (M)

Digestive and Liver Disease Department, School of Medicine and Psychology University Sapienza, Azienda Ospedaliera S. Andrea, Rome, Italy.

Luigi Muratori (L)

DIMEC Universita di Bologna, Policlinico di Sant'Orsola, Bologna, Italy.

Grazia Anna Niro (GA)

Gastroenterology Unit, Fondazione Casa Sollievo Della Sofferenza IRCCS, San Giovanni Rotondo, Foggia, Italy.

Maurizia Brunetto (M)

University Hospital of Pisa, Pisa, Italy, Hepatology Unit.

Francesca Romana Ponziani (FR)

Internal Medicine and Hepatology Unit, Policlinico Gemelli, Sapienza University, Rome, Italy.

Maurizio Pompili (M)

Internal Medicine and Hepatology Unit, Policlinico Gemelli, Sapienza University, Rome, Italy.

Fabio Marra (F)

Internal Medicine and Hepatology Unit, Department of Experimental and Clinical Medicine, University of Firenze, Firenze, Italy.

Andrea Galli (A)

Internal Medicine and Hepatology Unit, Department of Experimental and Clinical Medicine, University of Firenze, Firenze, Italy.

Alessandro Mussetto (A)

Gastroenterology Unit, Santa Maria Delle Croci Hospital, Ravenna, Italy.

Giuliano Alagna (G)

UOC Medicina Interna Ospedale SS. Annunziata Sassari.

Loredana Simone (L)

Department of Gastroenterology, University Hospital Sant'Anna, Ferrara, Italy.

Gaetano Bertino (G)

Gastroenterology and Hepatology Unit, University Hospital Policlinico Vittorio Emanuele, Catania, Italy.

Floriano Rosina (F)

Medical Team Torino, Torino, Italy.

Raffaele Cozzolongo (R)

Gastroenterology Unit, National Institute of Gastroenterology S de Bellis Research Hospital, Castellana Grotte, Italy.

Maurizio Russello (M)

Liver Unit, Arnas Garibaldi, Catania, Italy.

Leonardo Baiocchi (L)

Hepatology Unit, University of Rome "Tor Vergata", Rome, Italy.

Carlo Saitta (C)

Division of Medicine and Hepatology, University Hospital of Messina "Policlinico G. Martino", Messina, Italy.

Natalia Terreni (N)

Hepatology Unit, Valduce Hospital, Como, Italy.

Teresa Zolfino (T)

Department of Gastroenterology, Brotzu Hospital, Cagliari, Italy.

Cristina Rigamonti (C)

Dipartimento di Medicina Traslazionale, Università del Piemonte Orientale, Novara, Italy and Division of Internal Medicine, Azienda Ospedaliero-Universitaria Maggiore della Carità, Novara, Italy.

Raffaella Vigano (R)

Hepatology Unit, Niguarda Hospital, Milan, Italy.

Giuseppe Cuccorese (G)

Internal Medicine Ospedale "R.Dimiccoli", Barletta, Italy.

Pietro Pozzoni (P)

Hepatology Unit, Alessandro Manzoni Hospital, Lecco, Italy.

Claudio Pedone (C)

Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; Research Unit of Geriatrics, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Roma, Italy.

Simone Grasso (S)

Research Unit of Electronics for Sensor Systems, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Roma, Italy.

Antonio Picardi (A)

Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; Research Unit of Hepatology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Roma, Italy.

Pietro Invernizzi (P)

Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, European Reference Network on Hepatological Diseases, San Gerardo Hospital, Monza, Italy.

Rodolfo Sacco (R)

Gastroenterology Unit, Ospedali Riuniti, Foggia, Italy.

Antonio Izzi (A)

Department of Infectious Diseases, D. Cotugno Hospital, Napoli, Italy.

Conrado Fernandez-Rodriguez (C)

Hospital Universitario Fundación Alcorcón, Alcorcón, Madrid, Spain; University Rey Juan Carlos Alcorcón, Madrid, Spain.

Umberto Vespasiani-Gentilucci (U)

Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, 200, 00128 Roma, Italy; Research Unit of Hepatology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Roma, Italy. Electronic address: u.vespasiani@policlinicocampus.it.

Marco Carbone (M)

Division of Gastroenterology, Centre for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, European Reference Network on Hepatological Diseases, San Gerardo Hospital, Monza, Italy. Electronic address: marco.carbone@unimib.it.

Classifications MeSH