Prediction of response to obeticholic acid in primary biliary cholangitis: Development and validation of the OCA response score (ORS). (March 2023)
- Record Type:
- Journal Article
- Title:
- Prediction of response to obeticholic acid in primary biliary cholangitis: Development and validation of the OCA response score (ORS). (March 2023)
- Main Title:
- Prediction of response to obeticholic acid in primary biliary cholangitis: Development and validation of the OCA response score (ORS)
- Authors:
- De Vincentis, A.
Terracciani, F.
D'Amato, D.
Invernizzi, P.
Morgando, A.
Vanni, E.
Viganò, M.
Alvaro, D.
Venere, R.
Lleo, A.
Colapietro, F.
Degasperi, E.
Viganò, R.
Giannini, E.G.
Labanca, S.
Feletti, V.
Mussetto, A.
Cozzolongo, R.
Losito, F.
Pompili, M.
Ponziani, F.R.
Niro, G.A.
Cotugno, R.
Pozzoni, P.
Chessa, L.
Cuccorese, G.
Palitti, V. Pace
Russello, M.
Cannavò, M.
Frazzetto, E.
Bertino, G.
Marzioni, M.
Terreni, N.
Zolfino, T.
Saitta, C.
Pellicelli, A.
Coco, B.
Brunetto, M.
Cazzagon, N.
Floreani, A.
Muratori, L.
Rosina, F.
Di Stefano, M.
Scifo, G.
Baiocchi, L.
Grassi, G.
Sacco, R.
Izzi, A.
Crocè, Saveria Lory
Fiorini, Cecilia
Marra, Fabio
Simone, Loredana
Morelli, Olivia
Abenavoli, L.
Pizzolante, F.
De Matthaeis, N.
Scaravaglio, M.
Gimignani, G.
Boano, V.
Manfredi, G.F.
Marignani, M.
Fanella, S.
Giacchetto, M.
Castellaneta, A.
Poggi, G.
Buzzanca, V.
Scivetti, P.
Tortora, A.
Casella, S.
Bellia, V.
Omazzi, B.F.
Alagna, G.
Ricci, C.
Poisa, P.
Rigamonti, C.
Calvaruso, V.
Vespasiani-Gentilucci, U.
Carbone, M.
… (more) - Abstract:
- Abstract : Introduction: Obeticholic acid (OCA) is the approved second-line treatment for patients with primary biliary cholangitis (PBC). Biochemical response by POISE criteria is achieved in ∼40% of patients, according to registrative and post-marketing studies. Aim: To derive the OCA response score (ORS) for predicting response to OCA at 12 and 24 months, according to the POISE (alkaline phosphatase(ALP)/upper limit of normal(ULN) <1.67 with a reduction of at least 15%, and a normal bilirubin) and ALP/ULN<1.67 criteria. Materials and Methods: We used the Italian RECAPITULATE database including centers from Italian PBC Registry, the Sicilian PBC Network, the PBC Project Piemonte-Liguria-Valle D'Aosta and CLEO/AIGO PBC study group. Multivariable Cox's regressions with backward selection method were applied to obtain parsimonious predictive models, including pre-treatment variables and/or the change of ALP/ULN and total bilirubin after 6 months' therapy. Discrimination and calibration were evaluated by c-statistics and comparing observed and predicted probabilities, and internally validated with bootstrap resampling procedure. Results: 441 PBC patients (median age 58, women 88%, cirrhosis 34%, median follow-up 24 months) with at least 6 months' observation after of OCA prescription, were included for ORS derivation. The observed 12 and 24 months' response probabilities were 38%, 47% for POISE and 58%, 67% for ALP/ULN<1.67 criteria. A score including age, pre-treatmentAbstract : Introduction: Obeticholic acid (OCA) is the approved second-line treatment for patients with primary biliary cholangitis (PBC). Biochemical response by POISE criteria is achieved in ∼40% of patients, according to registrative and post-marketing studies. Aim: To derive the OCA response score (ORS) for predicting response to OCA at 12 and 24 months, according to the POISE (alkaline phosphatase(ALP)/upper limit of normal(ULN) <1.67 with a reduction of at least 15%, and a normal bilirubin) and ALP/ULN<1.67 criteria. Materials and Methods: We used the Italian RECAPITULATE database including centers from Italian PBC Registry, the Sicilian PBC Network, the PBC Project Piemonte-Liguria-Valle D'Aosta and CLEO/AIGO PBC study group. Multivariable Cox's regressions with backward selection method were applied to obtain parsimonious predictive models, including pre-treatment variables and/or the change of ALP/ULN and total bilirubin after 6 months' therapy. Discrimination and calibration were evaluated by c-statistics and comparing observed and predicted probabilities, and internally validated with bootstrap resampling procedure. Results: 441 PBC patients (median age 58, women 88%, cirrhosis 34%, median follow-up 24 months) with at least 6 months' observation after of OCA prescription, were included for ORS derivation. The observed 12 and 24 months' response probabilities were 38%, 47% for POISE and 58%, 67% for ALP/ULN<1.67 criteria. A score including age, pre-treatment pruritus, cirrhosis, ALP/ULN, GGT/ULN and bilirubin (ORS), and one that includes also the relative change of ALP/ULN and total bilirubin after 6 months (ORS+), showed good discrimination for response by POISE (c-statistics=0.76 and 0.84, for ORS and ORS+, respectively) and by ALP/ULN<1.67 (c-statistics=0.78 and 0.89, for ORS and ORS+, respectively). Bootstrap validation evidenced modest overfitting (slopes>0.90) and consistent discriminative performance. Mean absolute errors <0.04 were observed for prediction of POISE and ALP/ULN<1.67 response at 24 months according to ORS and ORS+. Conclusions: The ORS accurately predicts OCA response at 12 and 24 months. This will enable to enhance allocation of second-line therapies in PBC with a personalised medicine approach. … (more)
- Is Part Of:
- Digestive and liver disease. Volume 55(2023)Supplement 1
- Journal:
- Digestive and liver disease
- Issue:
- Volume 55(2023)Supplement 1
- Issue Display:
- Volume 55, Issue 1 (2023)
- Year:
- 2023
- Volume:
- 55
- Issue:
- 1
- Issue Sort Value:
- 2023-0055-0001-0000
- Page Start:
- S4
- Page End:
- S5
- Publication Date:
- 2023-03
- Subjects:
- Digestive organs -- Diseases -- Periodicals
Liver -- Diseases -- Periodicals
616.33005 - Journal URLs:
- http://www.sciencedirect.com/science/journal/15908658 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.dld.2023.01.008 ↗
- Languages:
- English
- ISSNs:
- 1590-8658
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3588.345600
British Library DSC - BLDSS-3PM
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