Back to Search Start Over

A quantitative MRCP-derived score for medium-term outcome prediction in primary sclerosing cholangitis

Authors :
Laura Cristoferi
Marco Porta
Davide Paolo Bernasconi
Filippo Leonardi
Alessio Gerussi
Giacomo Mulinacci
Andrea Palermo
Camilla Gallo
Miki Scaravaglio
Eliana Stucchi
Cesare Maino
Davide Ippolito
Daphne D'Amato
Carlos Ferreira
Alessandra Nardi
Rajarshi Banerjee
Maria Grazia Valsecchi
Laura Antolini
Rocco Corso
Sandro Sironi
Stefano Fagiuoli
Pietro Invernizzi
Marco Carbone
Cristoferi, L
Porta, M
Bernasconi, D
Leonardi, F
Gerussi, A
Mulinacci, G
Palermo, A
Gallo, C
Scaravaglio, M
Stucchi, E
Maino, C
Ippolito, D
D'Amato, D
Ferreira, C
Nardi, A
Banerjee, R
Valsecchi, M
Antolini, L
Corso, R
Sironi, S
Fagiuoli, S
Invernizzi, P
Carbone, M
Source :
Digestive and Liver Disease. 55:373-380
Publication Year :
2023
Publisher :
Elsevier BV, 2023.

Abstract

Background: Magnetic resonance cholangiopancreatography (MRCP) is the gold standard for diagnosis of patients with primary sclerosing cholangitis (PSC). The semi-quantitative MRCP-derived Anali scores proposed for risk stratification, have poor-to-moderate inter-reader agreement. Aims: To evaluate the prognostic performance of quantitative MRCP metrics in PSC. Methods: This is a retrospective study of PSC patients undergoing MRCP. Images were processed using MRCP+ software (Perspectum Ltd, Oxford) that provides quantitative biliary features, semi-automatically extracted by artificial intelligence-driven analysis of MRCP-3D images. The prognostic value of biliary features has been assessed for all hepato-biliary complications. Results: 87 PSC patients have been included in the analysis. Median follow-up from MRCP to event/censoring of 30.9 months (Q1-Q3=13.6–46.6). An adverse outcome occurred in 27 (31.0%) patients. The number of biliary strictures (HR=1.05 per unit, 95%CI 1.02–1.08, p < 0.0001), spleen length (HR=1.16 per cm, 95%CI 1.01–1.34, p = 0.039), adjusted for height, age at MRCP, and time from diagnosis to MRCP predicted higher risk of hepatobiliary complications. These were incorporated into a the quantitative MRCP-derived PSC (qMRCP-PSC) score (C-statistic=0.80). After 3-fold cross-validation, qMRCP-PSC outperformed the Anali score in our cohort (C-statistic of 0.78 vs 0.64) and enabled the discrimination of survival of PSC patients (log-rank p < 0.0001). Conclusions: The qMRCP-PSC score identified patients at higher risk of hepatobiliary complications and outperformed the available radiological scores. It represents a novel quantitative biomarker for disease monitoring and a potential surrogate endpoint for clinical trials.

Details

ISSN :
15908658
Volume :
55
Database :
OpenAIRE
Journal :
Digestive and Liver Disease
Accession number :
edsair.doi.dedup.....32f3e4361972ce1174792d4272ea2d33