Clinical Research Directory

Screening for MASLD-related Advanced Fibrosis in Type 2 Diabetes

Metabolic dysfunction-associated steatotic liver disease (MASLD) affects approximately 25% of the global adult population, 25-30% of whom suffer from metabolic dysfunction-associated steatohepatitis (MASH), increasing the risk of progression to advanced fibrosis (AF) (fibrosis stage F3 or cirrhosis F4). Screening for AF is justified because it is associated with an increased risk of overall, hepatic, and cardiovascular mortality and therefore constitutes a public health issue. Patients with type 2 diabetes (T2D) are identified as a priority target for screening because they are at high risk of AF related to MASLD. The recommendations of the French Association for the Study of the Liver 2020 (afef.asso.fr), the European Association for the Study of the Liver (2024), the American Association of Clinical Endocrinology (2022), and the American Association of Diabetes (2025) all recommend a two-step screening process involving the FIB-4 biological score, followed by transient elastography (TE) if the FIB-4 score is \> or = 1.30. Finally, if the TE is ≥8 kPa, the patient is considered to be at intermediate/high risk of AF requiring specialized care to confirm the diagnosis and implement appropriate management, including semi-annual screening for hepatocellular carcinoma in cases of cirrhosis Despite these recommendations, their application in clinical practice remains difficult and requires multidisciplinary collaboration between diabetologists and hepatologists, and between community and hospital sectors, particularly to access TE measures. Since 2018, the Lyon Sud diabetes department (Hospices Civils de Lyon) has implemented an in-hospital AF screening program using TE for T2D patients. However, this screening by private diabetologists has not yet been implemented, mainly due to the lack of a standardized care pathway and difficulty in accessing TE measurements. HYPOTHESIS The implementation of systematic and standardized AF screening in private diabetes practices, in two stages and using ET in diabetes care in accordance with recommendations, would significantly increase the identification of patients with AF and thus improve their access to specialized services and appropriate care.

Assessing Signatures for Fibrosis Detection in Chronic Liver Disease: A Step Beyond Conventional Biomarkers

Morbidity and mortality of CLD is driven by the extent of liver fibrosis, characterized by scar formation and disruption of the normal liver architecture. HSCs play a central role in liver fibrosis development. When hepatocytes are damaged, HSCs undergo myofibroblast differentiation, transitioning into an activated state. So far, no efficient biomarkers can estimate the degree of HSC activation or reversal across all aetiologies of CLD, although this could be a more sensitive marker than fibrosis measurement which is secondary to HSC activation. This study aims to correlate biomarkers to the fibrosis stage in a larger cohort of patients with CLD across all aetiologies.

Improving Liver Fibrosis Diagnosis in Primary Care Using FibroX AI

The goal of this clinical trial is to learn whether an artificial intelligence (AI) tool called FibroX can help primary care providers better diagnose significant liver fibrosis (≥F2) and clinically significant portal hypertension in adults with metabolic dysfunction-associated steatotic liver disease (MASLD). The main questions it aims to answer are: * Can FibroX improve the accuracy of diagnosing significant liver fibrosis (≥F2) and clinically significant portal hypertension compared to usual care? * Is FibroX easy to use and acceptable to primary care providers in simulated clinical settings? * Do providers trust FibroX as a decision-support tool? Researchers will compare FibroX-assisted care to usual care to see if FibroX improves diagnostic accuracy, provider trust, and supports better decision-making. Participants will: * Be primary care providers (MDs, DOs, NPs, PAs) from diverse clinics * Review simulated patient cases with MASLD risk factors * Use either usual care tools (standard labs and optional FIB-4 calculator) or FibroX (AI-generated risk score, triage band, and explainability panel) * Make diagnostic and referral decisions for each case * Complete surveys on usability, trust in AI, confidence, and cognitive workload This study will help determine whether FibroX can be integrated into real-world primary care workflows to support earlier and more accurate detection of liver fibrosis and portal hypertension, potentially reducing missed diagnoses, unnecessary referrals, and improving patient outcomes.

Establishment of NAFLD Cohort and Development of Fibrosis Markers

This study is designed for establishment of non-alcoholic fatty liver disease patients cohort to development of markers to predict histologic progression of liver fibrosis.