Development and Validation of a Scoring System to Predict Response to Obeticholic Acid in Primary Biliary Cholangitis

dc.affiliation.dptoEspecialidades Medicas y Salud Public.
dc.contributor.authorDe Vincentis, Antonio
dc.contributor.authorAmpuero, Javier
dc.contributor.authorTerraciani, Francesca
dc.contributor.authorD´Amato, Daphne
dc.contributor.authorGerussi, Alessio
dc.contributor.authorCristoferi, Laura
dc.contributor.authorCazzagon, Nora
dc.contributor.authorBonaiuto, Enmannuella
dc.contributor.authorFloreani, Annarosa
dc.contributor.authorCalvarusso, Vicenza
dc.contributor.authorCadamuro, Luca
dc.contributor.authorDeGasperi, Elisabetta
dc.contributor.authorMorgando, Anna
dc.contributor.authorVanni, Ester
dc.contributor.authorLleo, Ana
dc.contributor.authorColapietro, Francesca
dc.contributor.authorAlvaro, Domenico
dc.contributor.authorCastellaneta, Antonino
dc.contributor.authorLabanca, Sara
dc.contributor.authorViganò, Mauro
dc.contributor.authorDistefano, Marco
dc.contributor.authorValeria Pace, Palitti
dc.contributor.authorRicci, Chiara
dc.contributor.authorDe Matthaeis, Nicoletta
dc.contributor.authorMarzioni, Marco
dc.contributor.authorGómez-Dominguez, Elena
dc.contributor.authorMontero, Jose-Luis
dc.contributor.authorMolina, Esther
dc.contributor.authorGarcia-Buey, Luisa
dc.contributor.authorCasado, Marta
dc.contributor.authorBerenguer, Marina
dc.contributor.authorConde, Isabel
dc.contributor.authorSimon, Miguel Angel
dc.contributor.authorFuentes, Javier
dc.contributor.authorCosta-Moreira, Pedro
dc.contributor.authorMacedo, Guilherme
dc.contributor.authorJorquera, Francisco
dc.contributor.authorMorillas, Rosa M
dc.contributor.authorPresa, José
dc.contributor.authorSousa, Jose-Manuel
dc.contributor.authorGomes, Dario
dc.contributor.authorSantos, Luis
dc.contributor.authorOlveira, Antonio
dc.contributor.authorHernandez-Guerra, Manuel
dc.contributor.authorAburruza, Leire
dc.contributor.authorSantos, Arsenio
dc.contributor.authorUriz, Juan
dc.contributor.authorCarvalho, Armando
dc.contributor.authorGutierrez, Maria-Luisa
dc.contributor.authorPérez, Elia
dc.contributor.authorChessa, Luchino
dc.contributor.authorPellicelli, Adriano
dc.contributor.authorMarignani, Massimo
dc.contributor.authorMuratori, Luigi
dc.contributor.authorNiro, Grazia Anna
dc.contributor.authorBrunetto, Maurizia
dc.contributor.authorPonziani, Francesca Romana
dc.contributor.authorPompili, Maurizio
dc.contributor.authorMarra, Fabio
dc.contributor.authorGalli, Andrea
dc.contributor.authorMussetto, Alessandro
dc.contributor.authorAlagna, Giuliano
dc.contributor.authorSimone, Loredana
dc.contributor.authorBertino, Gaetano
dc.contributor.authorRosina, Floriano
dc.contributor.authorCozzolongo, Raffaele
dc.contributor.authorRussello, Maurizio
dc.contributor.authorBaiocchi, Leonardo
dc.contributor.authorSaitta, Carlo
dc.contributor.authorTerreni, Natalia Natalia
dc.contributor.authorZolfino, Teresa
dc.contributor.authorRigamonti, Cristina
dc.contributor.authorVigano, Raffaella
dc.contributor.authorCuccorese, Giuseppe
dc.contributor.authorPozzoni, Pietro
dc.contributor.authorPedone, Claudio
dc.contributor.authorGrasso, Simone
dc.contributor.authorPicardi, Antonio
dc.contributor.authorInvernizzi, Pietro
dc.contributor.authorSacco, Rodolfo
dc.contributor.authorIzzi, Antonio
dc.contributor.authorFernandez-Rodriguez, Conrado
dc.contributor.authorVespasiani-Gentilucci, Umberto
dc.contributor.authorCarbone, Marco
dc.contributor.funderNo external funding.
dc.date.accessioned2025-12-22T08:17:13Z
dc.date.issued2024-10-21
dc.descriptionObeticholic acid (OCA) is currently the only approved second-line therapy for patients with primary biliary cholangitis (PBC) who show an inadequate response or intolerance to ursodeoxycholic acid. With multiple novel therapies in advanced stages of development, there is a growing need for clinical tools that allow a personalized and evidence-based treatment algorithm. This project describes the development and external validation of the OCA Response Score (ORS), a predictive model designed to estimate the probability of biochemical response to OCA in patients with PBC. The score was derived using real-world data from the Italian RECAPITULATE cohort (n=441) and externally validated in the IBER-PBC cohort (n=244). The ORS incorporates routinely available baseline clinical and biochemical variables, while an extended version (ORSD) additionally includes treatment-related parameters at 6 months. Predictive performance was assessed for multiple clinically relevant response definitions, including POISE criteria, ALP normalization thresholds, and complete biochemical normalization. The model demonstrated good discrimination in both derivation and validation cohorts and consistent performance across disease severity strata. The ORS provides a practical, externally validated tool to support stratified second-line therapy in PBC, with potential applications in routine clinical decision-making and optimization of patient selection for clinical trials.
dc.description.abstractObeticholic 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: We used data from the Italian RECAPITULATE (N[441) and the IBER-PBC (N[244) OCA realworld prospective cohorts to derive/validate a score including widely available variables obtained either pre-treatment (ORS) or also after 6 months of treatment (ORSD). Multivariable Cox regressions with backward selection were applied to obtain parsimonious predictive models. The predicted outcomes were biochemical response according to POISE (alkaline phosphatase [ALP]/upper limit of normal [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, alanine aminotransferase [ALT], and bilirubin) up to 24 months. RESULTS: Depending on the response criteria, ORS included age, pruritus, cirrhosis, ALP/ULN, ALT/ULN, GGT/ULN, and bilirubin. ORSD also included ALP/ULN and bilirubin after 6 months of OCA therapy. Internally validated c-statistics for ORS were 0.75, 0.78, and 0.72 for POISE, ALP/ ULN<1.67, and NR response, which raised to 0.83, 0.88, and 0.81 with ORSD, respectively. The respective performances in validation were 0.70, 0.72, and 0.71 for ORS and 0.80, 0.84, and 0.78 for ORSD. Results were consistent across groups with mild/severe disease. DISCUSION: 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.
dc.description.sponsorshipN/A
dc.identifier.citationDe Vincentis A, Ampuero J, Terracciani F, D'Amato D, Gerussi A, Cristoferi L, Cazzagon N, Bonaiuto E, Floreani A, Calvaruso V, Cadamuro L, Degasperi E, Morgando A, Vanni E, Lleo A, Colapietro F, Alvaro D, Castellaneta A, Labanca S, Viganò M, Distefano M, Pace Palitti V, Ricci C, De Matthaeis N, Marzioni M, Gómez-Dominguez E, Montero JL, Molina E, Garcia-Buey L, Casado M, Berenguer M, Conde I, Simon MA, Fuentes J, Costa-Moreira P, Macedo G, Jorquera F, Morillas RM, Presa J, Sousa JM, Gomes D, Santos L, Olveira A, Hernandez-Guerra M, Aburruza L, Santos A, Carvalho A, Uriz J, Gutierrez ML, Perez E, Chessa L, Pellicelli A, Marignani M, Muratori L, Niro GA, Brunetto M, Ponziani FR, Pompili M, Marra F, Galli A, Mussetto A, Alagna G, Simone L, Bertino G, Rosina F, Cozzolongo R, Russello M, Baiocchi L, Saitta C, Terreni N, Zolfino T, Rigamonti C, Vigano R, Cuccorese G, Pozzoni P, Pedone C, Grasso S, Picardi A, Invernizzi P, Sacco R, Izzi A, Fernandez-Rodriguez C, Vespasiani-Gentilucci U, Carbone M; RECAPITULATE Investigators. Development and Validation of a Scoring System to Predict Response to Obeticholic Acid in Primary Biliary Cholangitis. Clin Gastroenterol Hepatol. 2024 Oct;22(10):2062-2074.e11. doi: 10.1016/j.cgh.2024.05.008. Epub 2024 May 22. Erratum in: Clin Gastroenterol Hepatol. 2025 Feb;23(2):381. doi: 10.1016/j.cgh.2024.11.001. PMID: 38782175.
dc.identifier.doi10.1016/j.cgh.2024.05.008
dc.identifier.publicationfirstpage1636
dc.identifier.publicationlastpage1648
dc.identifier.publicationtitleDevelopment and external validation of the OCA response score for primary biliary cholang
dc.identifier.publicationvolume22
dc.identifier.urihttps://hdl.handle.net/10115/135277
dc.language.isoen_US
dc.publisherElsevier
dc.relation.projectCodeN/A
dc.relation.projectNameDevelopment and validation of an OCA response score in PBC (RECAPITULATE/IBER-PBC)
dc.rights.accessRightsinfo:eu-repo/semantics/closedAccess
dc.subjectObeticholic Acid
dc.subjectPredictive Model
dc.subjectPrimary Biliary Cholangitis
dc.titleDevelopment and Validation of a Scoring System to Predict Response to Obeticholic Acid in Primary Biliary Cholangitis
dc.typeArticle
dc.type.hasVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85

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