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Updated: Jan 21, 2026

Rectal Organoid Morphology Analysis ROMA: A Diagnostic Assay in Cystic Fibrosis
Published on: June 10, 2022
Referral pathways for patients with NAFLD based on non-invasive fibrosis tests: Diagnostic accuracy and cost analysis
Catriona Crossan1, Avik Majumdar2, Ankur Srivastava2
1Health Economics Research Group, Brunel University, London, UK.
Background/Aims:
Non-invasive fibrosis tests (NITs) can be used to triage non-alcoholic fatty liver disease (NAFLD) patients at risk of advanced fibrosis (AF). We modelled and investigated the diagnostic accuracy and costs of a two-tier NIT approach in primary care (PC) to inform secondary care referrals (SCRs).
Methods:
A hypothetical cohort of 1,000 NAFLD patients with a 5% prevalence of AF was examined. Three referral strategies were modelled: refer all patients (Scenario 1), refer only patients with AF on NITs performed in PC (Scenario 2) and refer those with AF after biopsy (Scenario 3). Patients in Scenarios 1 and 2 would undergo sequential NITs if their initial NIT was indeterminate (FIB-4 followed by Fibroscan®, enhanced liver fibrosis (ELF)® or FibroTest®). The outcomes considered were true/false positives and true/false negatives with associated mortality, complications, treatment and follow-up depending on the care setting. Decision curve analysis was performed, which expressed the net benefit of different scenarios over a range of threshold probabilities (Pt).
Results:
Sequential use of NITs provided lower SCR rates and greater cost savings compared to other scenarios over 5 years, with 90% of patients managed in PC and cost savings of over 40%. On decision curve analysis, FIB-4 plus ELF was marginally superior to FIB-4 plus Fibroscan at Pt ≥8% (1/12.5 referrals). Below this Pt, FIB-4 plus Fibroscan had greater net benefit. The net reduction in SCRs was similar for both sequential combinations.
Conclusions:
The sequential use of NITs in PC is an effective way to rationalize SCRs and is associated with significant cost savings.
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