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Weight-related changes in MRI-derived measures of body composition and liver steatosis: a large-scale analysis for obesity trial design

Nowak, M. (2026)

International Journal of Obesity

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This study uses gold-standard, quantitative MRI to establish normative benchmarks for changes in visceral fat, liver fat, muscle volume, and muscle fat infiltration that occur following real-world weight loss or weight gain in ~3,000 adults. These reference data, derived in the pre-incretin era from the UK Biobank, directly enable robust obesity clinical trial design: powering sample size calculations, defining placebo arm behaviour, and supporting label claims for emerging weight-loss therapies. 

Body CompositionLiverMultiScan

Quantitative magnetic resonance cholangiopancreatography metrics improve prognostication in primary sclerosing cholangitis

Middelburg, T. (2026)

J Hep Reports

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MRCP+ predicts long-term event free survival in patients diagnosed with PSC.New qmAOM score with number of strictures, proportion of 3–5mm ducts and number of ducts with strictures or dilatations demonstrated strong prognostic value in event free survival

Reframing Obesity-Related HFpEF as a Multiorgan Syndrome: Incretin-Based Therapies and Imaging Endpoints

Mahmod M (2026)

Heart Failure Reviews

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This review reframes obesity-related HFpEF as a multiorgan condition rather than a purely cardiac disease. It highlights how metabolic dysfunction and excess adiposity affect the heart and other organs, and summarises emerging evidence for incretin-based therapies and the role of multiorgan imaging in understanding disease mechanisms, monitoring disease progression and informing clinical trial design.

Multi-Organ

Enhancing Liver Fibrosis Measurement: Deep Learning and Uncertainty Analysis Across Multi-Centre Cohorts

Marta Wojciechowska (2026)

Journal of Pathology Informatics

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Stain variability materially affects automated fibrosis measurement, but ensemble collagen quantification with uncertainty mapping can make multi-centre digital pathology more reliable, interpretable and trustworthy.

Digital Pathology

Periductal iron-corrected T1 is a predictor of adverse outcomes in large-duct primary sclerosing cholangitis

Selvaraj, E. (2026)

BMC Medical Imaging

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Periductal cT1 (Pd-cT1) is a novel multiparametric MRI/MRCP method that quantifies liver tissue fibro-inflammation surrounding the bile ducts. This study demonstrated that Pd-cT1 detects periductal abnormalities in patients with large-duct PSC, and elevated values were associated with established risk markers and with subsequent adverse clinical outcomes. This supports the potential role of Pd-cT1 as an objective biomarker for monitoring disease activity in PSC. 

LiverMultiScanMRCP+

Severity of MASH Activity by Iron-Corrected MRI Predicts Insulin Resistance and Cardiometabolic Risk in Type 2 Diabetes

Ortiz Rocha, A. (2026)

Journal Clinical Endocrinology & Metabolism

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This work suggests potential for real-world clinical utility of LiverMultiScan alongside elastography in standard care for steatotic liver disease in primary care.

LiverMultiScan

The Impact of post-acute sequelae of COVID-19 on cardiac function and structure: A systematic review and A hybrid individual participant data meta-analysis

Seboka, BT. (2026)

American Journal of Preventive Cardiology

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This work provides validation of the quality of the large-scale data using CMR in CoverScan, such that it was included in meta-analysis instigated by other academic cardiology groups.

CoverScan

Thinking like a pathologist: anatomy-anchored artificial intelligence for liver pathology

Deshpande V. (2025)

Journal of Clinical Pathology

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Editorial accompanying Windell et al. (2025) highlights spatially resolved AI in histopathology: preserving tissue context better matches pathologist interpretation and supports biologically coherent disease-activity assessment.

Digital Pathology

The ALERT Score: A Clinical Tool to Enrich for Trial-Eligible Liver Fat Content in MASH and MASLD Clinical Trials

Nowak, M. et al (2025)

Liver International Communications

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The ALERT score has been developed as a simple screening tool using routine blood tests (ALT, triglycerides) and diabetes status to identify people with high liver fat content (≥8%). It outperformed existing clinical scores and VCTE-CAP, offering a practical, high-specificity tool to help clinicians find patients suitable for MASLD/MASH trials and those at increased risk of liver complications, especially in type 2 diabetes. Available at: https://mashscan.com/#calculators 

AI portal tract detection and characterisation for a regional analysis of steatosis and inflammation in MASLD, MASH and AIH

Windell D., et al. (2025)

Journal of Clinical Pathology

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An AI system detected portal tracts and quantified spatial steatosis and inflammation in liver biopsies, aligned with manual scoring, and showed higher inflammatory burden in AIH than MASLD/MASH, enabling spatial automated assessment.

Digital Pathology

Validation of quantitative magnetic resonance cholangiopancreatography in prediction of transplant-free survival in primary sclerosing cholangitis

Middelburg, et al. (2025)

Journal of Clinical and Experimental Hepatology

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Clinical utility of MRCP+ in predicting transplant-free survival in patients with PSC.Total number of strictures and proportion of 3–5mm ducts demonstrated strong performance in forecasting PSC-related transplant,with stable accuracy over a 10-year period

Quantitative MRCP as Part of Primary Sclerosing Cholangitis Standard of Care in the National Health Service in England: A Feasibility Assessment Among Hepatologists

Shumbayawonda, E., et al. (2025)

Healthcare

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Clinical utility of MRCP+ and a proposed pathway for integration into the management of PSC was explored.Hepatologists had strong interest and trust MRCP+ for diagnosis and monitoring.Pricing of £500 was unlikely to hinder its adoption in clinical practic.

Reliable monitoring of patients with MASLD using imaging: a systematic literature review and meta-analysis on measurement repeatability

Ndaa M., et al (2025)

Endocrine Practice

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A systematic review and meta-analysis of 19 studies including 1040 patient data have shown that cT1 and liver fat content (LFC) are significantly more reliable in detecting change in liver health in people living with MASLD-MASH, compared to liver stiffness NITs. Liver stiffness measurements are less suited to monitoring individual patients.

LiverMultiScan

Automated volumetric MRI quantification of body fat and skeletal muscle in the UK Biobank: technical validation against expert manual segmentations and comparison with single-slice techniques

Nowak, M., et al. (2025)

Abdominal Radiology

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Automated volumetric MRI delivers gold-standard fat and muscle quantification at scale, validated against expert manual segmentations. Lumbar single-slice measurements are strongly correlated with volumes, enabling fast routine assessments. Interchangeable, vendor-neutral methods standardize body composition endpoints for clinics and trials—enabling confident monitoring and scalable, trial-ready biomarkers.  
Body Composition