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Active, not recruiting Observational

Simulated and Synthetic Health Data: Improving Clinical Research on Rare Diseases. A Real-World Data Simulation of Autosomal Dominant Polycystic Kidney Disease (ADPKD) Trials. A Retrospective, Observational Study

NCT07016282 · tracked via the Priya Life Science Italy tracker
Phase
Observational
Started
2025-06-12
Last updated
2025-09-02

Condition(s) studied

Autosomal Dominant Polycystic Kidney Disease (ADPKD)

Study summary

This is a no-profit, retrospective observational study involving real-world data (RWD), retrieved from ADPKD-related electronic health records stored at Mario Negri Institute IRCCS. RWD will be used to generate simulated and synthetic datasets, using AI tools. RWD and generated data (GD) will be used to conduct three virtual RCTs, which main outcome is change in Total Kidney Volume (TKV). Statistical tests will be performed to assess quality and privacy preservation of GD compared with RWD. GD will be also evaluated in exploratory sample size estimations.

Eligibility

Sex
ALL
Min age
18 Years
Max age
—
Healthy volunteers
No
Inclusion Criteria: * Adult (\>18 years) men and women with ADPKD according to Ravine criteria25 * Estimated glomerular filtration rate (eGFR) between 15 and 40 mL/min/1.73 m2 (CKD stage: G3b-G4) or higher (CKD stage: G1-G3a), as calculated by the Modification of Diet in Renal Disease study four variables equation Exclusion Criteria: * confounding factors that could affect renal function loss independent of kidney growth and treatment allocation (i.e., diabetes mellitus, urinary protein excretion rate \>3 g/24 h) * Abnormal urinalysis suggestive of concomitant, clinically significant glomerular disease, and urinary tract lithiasis or infection * Patients with major systemic disease * Patients unable to provide informed consent * Pregnant, lactating, or potentially childbearing women without adequate contraception

Primary outcome measure(s)

  • Changes in total kidney volume (TKV) — At baseline, and immediately after data generation procedure.
    Changes in TKV in mL.

Trial sites (2)

FacilityCityRegionStatus
Clinical Research Centre for Rare Diseases Aldo e Cele Daccò Ranica BG
Department of Global Public Health (GPH), Karolinska Institutet Stockholm Sweden
Official registry record

This page summarises publicly available registry data for informational purposes — not medical advice. Eligibility is determined by each study team; patients should discuss participation with their clinician.

View NCT07016282 on ClinicalTrials.gov ↗ ← All trials in Italy