ArticleJHEP reports : innovation in hepatology2023
A composite score using quantitative magnetic resonance cholangiopancreatography predicts clinical outcomes in primary sclerosing cholangitis.
Article in JHEP reports : innovation in hepatology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it, 23 citations in OpenAlex.
- The Prognostic Utility of Quantitative Magnetic Resonance Cholangiopancreatography in Patients With PSC: A Systematic Review With Structured Evidence Synthesis.Journal of computer assisted tomographyPooled it
- Pilot feasibility study to determine the utility of direct access and quantitative magnetic resonance cholangiopancreatography (MRCP) in the assessment of suspected acute biliary or ductal gallstone presentations.BMC gastroenterology · 2025Trial
- Periductal iron-corrected T1 is a predictor of adverse outcomes in large-duct primary sclerosing cholangitis.BMC medical imaging · 2026Article
- Plasma Biomarkers of Senescence in Cholestatic Liver Disease: A Signature of Risk Stratification and Progression.Journal of gastroenterology and hepatology · 2026Article
- Prognostic value of magnetic resonance imaging in pediatric-onset primary sclerosing cholangitis.Therapeutic advances in gastroenterology · 2026Article
- Evaluating the role of magnetic resonance cholangiopancreatography in therapeutic decision-making for difficult common bile duct stones.World journal of gastrointestinal surgery · 2025Article
- Accuracy, repeatability, reproducibility and reference ranges of primary sclerosing cholangitis specific biomarkers from quantitative MRCP.Abdominal radiology (New York) · 2025Article
- Radiomics-Based Prognostication in Primary Sclerosing Cholangitis: A Proof-of-Concept Study.Liver international : official journal of the International Association for the Study of the Liver · 2025Article
- Quantitative MRCP as Part of Primary Sclerosing Cholangitis Standard of Care in the National Health Service in England: A Feasibility Assessment Among Hepatologists.Healthcare (Basel, Switzerland) · 2025Article
- Exploring the Role of MRCP+ for Enhancing Detection of High-Grade Strictures in Primary Sclerosing Cholangitis.Journal of clinical medicine · 2025Article
- Magnetic resonance cholangiopancreatography for suspected cholangiopathy in children and young adults: a multi-reader agreement study.Pediatric radiology · 2025Article
- The Hitchhiker's guide to isolated organ perfusion: a journey to 2040.Frontiers in transplantation · 2025Review
- Global research trends in surgical management of choledochal cysts: a bibliometric analysis from 2000 to 2024.Frontiers in medicine · 2025Article
- AI in Hepatology: Revolutionizing the Diagnosis and Management of Liver Disease.Journal of clinical medicine · 2024Review
- Quantitative Magnetic Resonance Cholangiopancreatography Scoring and Its Predictive Value for Outcomes in Adults with Primary Sclerosing Cholangitis.Journal of clinical medicine · 2024Article
- Imaging at the nexus: how state of the art imaging techniques can enhance our understanding of cancer and fibrosis.Journal of translational medicine · 2024Review
- Risk Stratification in Primary Sclerosing Cholangitis: Does Size Matter?Digestive diseases and sciences · 2024Article
- [Progress on the research of liver diseases in 2023].Zhonghua gan zang bing za zhi = Zhonghua ganzangbing zazhi = Chinese journal of hepatology · 2024Article
- Validation of Quantitative Magnetic Resonance Cholangiopancreatography Metrics in Prediction of Transplant-free Survival in Primary Sclerosing Cholangitis.Journal of clinical and experimental hepatologyArticle
Corrections and comments
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Authors and funding
10 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background & Aims: Magnetic resonance cholangiopancreatography (MRCP) for evaluation of biliary disease currently relies on subjective assessment with limited prognostic value because of the lack of quantitative metrics. Artificial intelligence-enabled quantitative MRCP (MRCP+) is a novel technique that segments biliary anatomy and provides quantitative biliary tree metrics. This study investigated the utility of MRCP+ as a prognostic tool for the prediction of clinical outcomes in primary sclerosing cholangitis (PSC). Methods: MRCP images of patients with PSC were post-processed using MRCP+ software. The duration between the MRCP and clinical event (liver transplantation or death) was calculated. Survival analysis and stepwise Cox regression were performed to investigate the optimal combination of MRCP+ metrics for the prediction of clinical outcomes. The resulting risk score was validated in a separate validation cohort and compared with an existing prognostic score (Mayo risk score). Results: In this retrospective study, 102 patients were included in a training cohort and a separate 50 patients formed a validation cohort. Between the two cohorts, 34 patients developed clinical outcomes over a median duration of 3 years (23 liver transplantations and 11 deaths). The proportion of bile ducts with diameter 3-5 mm, total bilirubin, and aspartate aminotransferase were independently associated with transplant-free survival. Combined as a risk score, the overall discriminative performance of the MRCP+ risk score (M+BA) was excellent; area under the receiver operator curve 0.86 (95% CI: 0.77, 0.95) at predicting clinical outcomes in the validation cohort with a hazard ratio 5.8 (95% CI: 1.5, 22.1). This was superior to the Mayo risk score. Conclusions: A composite score combining MRCP+ with total bilirubin and aspartate aminotransferase (M+BA) identified PSC patients at high risk of liver transplantation or death. Prospective studies are warranted to evaluate the clinical utility of this novel prognostic tool. Impact and Implications: Primary sclerosis cholangitis (PSC) is a disease of the biliary tree where inflammation and fibrosis cause areas of narrowing (strictures) and expansion (dilatations) within the biliary ducts leading to liver failure and/or cancer (cholangiocarcinoma). In this study, we demonstrate that quantitative assessment of the biliary tree can better identify patients with PSC who are at high risk of either death or liver transplantation than a current blood-based risk score (Mayo risk score).
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