PathAI Resources

Machine Learning Models Accurately Interpret Liver Histology and Are Associated With Disease Progression in Patients With Primary Sclerosing Cholangitis

Written by Admin | Jul 27, 2025 6:43:39 PM
♦ Primary sclerosing cholangitis (PSC) is a chronic fibrosing cholangiopathy
marked by heterogeneous clinical presentation

♦ Fibrosis progression is the primary histologic endpoint in two Phase 3 clinical trials of PSC (ClinicalTrials.gov NCT03872921 and NCT03890120)

♦ Current histologic staging systems for PSC, including the Nakanuma
classification, are predictive of clinical events, but have only fair interobserver agreement and may require specialized staining procedures

♦ Variability in histologic evaluation in patients with PSC may hinder disease
staging and confound clinical trial results Travis et al.