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Pharmacokinetic modelling of MRI-based liver function for risk assessment in primary sclerosing cholangitis: a prospective pilot study
Linköping University, Faculty of Medicine and Health Sciences. Linköping University, Department of Health, Medicine and Caring Sciences, Division of Diagnostics and Specialist Medicine. Region Östergötland, Center for Diagnostics, Department of Radiology in Linköping. Linköping University, Center for Medical Image Science and Visualization (CMIV).ORCID iD: 0000-0002-6897-2717
Linköping University, Department of Health, Medicine and Caring Sciences, Division of Diagnostics and Specialist Medicine. Linköping University, Faculty of Medicine and Health Sciences. Linköping University, Center for Medical Image Science and Visualization (CMIV).ORCID iD: 0000-0002-5713-6385
Linköping University, Department of Biomedical Engineering, Division of Biomedical Engineering. Linköping University, Center for Medical Image Science and Visualization (CMIV). Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0003-3805-1674
Linköping University, Department of Health, Medicine and Caring Sciences, Division of Diagnostics and Specialist Medicine. Linköping University, Faculty of Medicine and Health Sciences.ORCID iD: 0000-0002-9876-8274
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2026 (English)In: European Radiology Experimental, E-ISSN 2509-9280, Vol. 10, no 1, article id 91Article in journal (Refereed) Published
Abstract [en]

Objective: Primary sclerosing cholangitis (PSC) is a rare broin ammatory hepatobiliary disease with a highly variable clinical course. Identifying patients at risk for poor outcomes remains challenging. Magnetic resonance imaging (MRI)-based approaches such as DiStrict, Anali score, and relative enhancement (RE) show promise but are limited by operator dependency or static measurements. This study explored pharmacokinetic modelling of liver function as a quantitative imaging biomarker for risk assessment in PSC.

Materials and methods: A prospective cohort of 26 PSC patients underwent up to ve annual MRI examinations with follow-up up to 7.5 years. Clinical endpoints included liver transplantation, decompensated cirrhosis, and cholangiocarcinoma. Correlation and receiver operating characteristics (ROC) analyses compared the pharmacokinetic model with Anali scores, RE, model for end-stage liver disease (MELD), and the Amsterdam–Oxford Model (AOM).

Results: The pharmacokinetic model (ksingle) correlated signi cantly with MELD (r = -0.429, p= 0.029), AOM (r = -0.557, p= 0.003), and endpoint events (r = -0.605, p= 0.001). ROC analysis showed excellent discrimination for ki,single (area under the curve [AUC]= 0.943) outperformed Anali scores (AUC= 0.800–0.829) and comparable to MELD (AUC= 0.857) and AOM (AUC= 0.900).

Conclusion: Pharmacokinetic liver function modelling correlated strongly with MELD and AOM, effectively identifying high-risk PSC patients.

Relevance statement: Pharmacokinetic liver function modelling detects functional impairment in PSC, correlating well with established tools such as the AOM. As an objective, quantitative imaging biomarker, this method may complement established risk scores and aid in the identi cation of patients at risk of adverse outcomes.

Key Points:

● Pharmacokinetic modelling estimates changes in liver function based on MRI.

● These estimates can be used as a prognostic tool in PSC.

● The model’s prognostic performance was comparable to established clinical tests.

Place, publisher, year, edition, pages
Springer, 2026. Vol. 10, no 1, article id 91
Keywords [en]
Cholangitis (sclerosing), Disease progression, End stage liver disease, Magnetic resonance imaging, Prognosis
National Category
Gastroenterology and Hepatology Radiology and Medical Imaging
Identifiers
URN: urn:nbn:se:liu:diva-225296DOI: 10.1186/s41747-026-00764-5ISI: 001796440900001PubMedID: 42313299Scopus ID: 2-s2.0-105042192710OAI: oai:DiVA.org:liu-225296DiVA, id: diva2:2075853
Note

Funding: Wolf C. Bartholomä was supported by Regionala forsknings- och utvecklingsmedel för doktorander (RFoU doctoral funding; Regional Research and Development Funding for PhD Students), Region Östergötland (Östergötland County Council). Peter Lundberg was supported by funding from Vinnova (Sweden’s Innovation Agency), the Swedish Research Council for Engineering Sciences and Natural Sciences (VR/NT. Grant number: 2020-04826), and ALF funding (Avtal om Läkarutbildning och Forskning; Agreement on Medical Education and Research) from Region Östergötland (Östergötland County Council). Open access funding provided by Linköping University.

Available from: 2026-06-19 Created: 2026-06-19 Last updated: 2026-08-21

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Bartholomä, WolfCai, ShanSimonsson, ChristianKarlsson, MarkusKechagias, StergiosWoisetschläger, MischaDahlström, NilsLundberg, Peter

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Bartholomä, WolfCai, ShanSimonsson, ChristianKarlsson, MarkusKechagias, StergiosWoisetschläger, MischaDahlström, NilsLundberg, Peter
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Faculty of Medicine and Health SciencesDivision of Diagnostics and Specialist MedicineDepartment of Radiology in LinköpingCenter for Medical Image Science and Visualization (CMIV)Division of Biomedical EngineeringFaculty of Science & EngineeringMag- tarmmedicinska klinikenMedical radiation physics
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Gastroenterology and HepatologyRadiology and Medical Imaging

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