LEOPARD Prospective Validation Cohort 1
LEOPARD PVC1
Validation of LEOPARD Predictive Models of Delisting in Liver Transplant Candidates: the LEOPARD Longitudinal Multicentre Prospective Validation Cohort 1, with Bio- and Tissue Collection
2 other identifiers
observational
630
5 countries
5
Brief Summary
Intro: The present clinical research protocol is part of the LEOPARD European project (Grant n° 101080964 Horizon Europe) which aims to design and validate new predictive models of mortality among liver transplantation (LT) candidates. MELD based-liver graft allocation systems have become increasingly inaccurate over the last decade to predict mortality/dropout of liver transplantation (LT) candidates on the waitlist (WL). Wide disparities in mortality/dropout on the WL also exist across European countries, ranging from 5 to 30% according to transplantation indications. In this setting, the European Commission- Horizon Europe funded-LEOPARD project intends to design new, 2nd generation, AI-machine learning-based predictive models of delisting in LT candidates, to better serve on time patients with the highest risk of dropout on the WL and to improve equity of access to LT across Europe. Hypothesis/Objective The scientific justification of the LEOPARD PVC1 is therefore
- 1.to build an external cohort of LT candidates to test and validate the LEOPARD models, therefore providing robust evidence for adoption of LEOPARD models by Organ Sharing Organizations (OSOs).
- 2.to collect granular data, bio- and tissues sampes and images to test last-generation OMICs predictors and radiomics, therefore opening the door to design of 3rd generation, precision medicine-based predictive models.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Jan 2025
Typical duration for all trials
5 active sites
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
December 4, 2024
CompletedFirst Posted
Study publicly available on registry
December 9, 2024
CompletedStudy Start
First participant enrolled
January 1, 2025
CompletedPrimary Completion
Last participant's last visit for primary outcome
January 1, 2027
ExpectedStudy Completion
Last participant's last visit for all outcomes
October 1, 2027
December 13, 2024
November 1, 2024
2 years
December 4, 2024
December 10, 2024
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Clinical primary endpoint will be a composite of mortality or drop out for being too sick on transplantation waiting list, since kinetics of dropout differs according to LT indications
* 3-month mortality/dropout for being too sick after listing in subsets 1 and 2 * 12-month mortality/dropout for being too sick (tumor progression) after listing in subset 3
3 months after listing in subsets 1 & 2 ; 12 months after listing in subset 3
Secondary Outcomes (11)
Number of participants with 6-month mortality/dropout for being too sick (subsets 1 to 3)
6 months after listing
Number of participants with 9-month mortality/dropout for too sick in subsets 1, 2
9 months after listing
Number of participants with 12-month mortality/dropout for too sick in subset 3
12 months after listing
Causes of death/drop-out for being too sick
From date of inclusion until date of death from any cause or date of drop-out for being too sick, whichever came first, assessed up to 12 months
Incidence of delisting for patient's decision or clinical improvement
From date of inclusion until date of delisting for patient's decision or clinical improvement, assessed up to12 months
- +6 more secondary outcomes
Study Arms (3)
Subset 1
Decompensated cirrhosis as primary diagnosis, irrespective of liver disease etiology
Subset 2
Other chronic end-stage liver diseases requiring LT, listed under MELD offering schemes, including notably but not exclusively cholestatic diseases, primary biliary cholangitis, primary sclerosing cholangitis
Subset 3
Hepato-cellular carcinoma as primary diagnosis, whatever the etiology of the underlying liver disease with or without underlying cirrhosis
Interventions
Standardized assessment of Scores * Guided tumor biopsy in patients listed for hepatocellular carcinoma with active tumor at listing in centers not perfoming tumor biopsy on a routine basis * Additional blood sampling for biobanking and subsequent analysis of innovative biomarkers and OMICs * Urine sampling for biobanking and subsequent analysis of innovative biomarkers * Ascite sampling for biobanking and subsequent analysis * Tumor sampling for biobanking and subsequent analysis * Centralized assay for routine biomarkers
* Standardized assessment of Scores * Additional blood sampling for biobanking and subsequent analysis of innovative biomarkers and OMICs * Urine sampling for biobanking and subsequent analysis of innovative biomarkers * Ascite sampling for biobanking and subsequent analysis * Tumor sampling for biobanking and subsequent analysis * Centralized assay for routine biomarkers
Eligibility Criteria
Adult patients consecutively listed for LT for end-stage chronic liver diseases and HCC
You may qualify if:
- Adult \[age 18;70\] patients listed for:
- decompensated cirrhosis as primary diagnosis, irrespective of liver disease etiology (subset1) OR
- other end-stage liver diseases requiring LT, listed under MELD offering schemes (subset 2), including notably but not exclusively cholestatic diseases, primary biliary cholangitis, primary sclerosing cholangitis (subset 2) OR
- HCC as primary diagnosis, whatever the etiology of the underlying liver disease with or without underlying cirrhosis (subset 3). (HCC diagnosed on Barcelona/EASL criteria or histologically proven. HCC meeting or not Milan criteria, as per center practice.)
- Patients registered on national waiting lists under the MELD offering schemes, regardless of extra MELD points are affected or not.
- Patient (or trusted person, family member or close relation, if the patient is unable to express consent) who has been informed and signed the informed consent.
- Patient affiliated with a health insurance scheme (beneficiary or entitled party).
You may not qualify if:
- Tumor vascular invasion (portal or hepatic veins) evidenced by imaging on pre transplantation work-up, including PVT stage 1
- Extra-hepatic metastasis of HCC, as assessed by sectional imaging, functional imaging (18 FDG PET CT/MRI) or histologically proven
- Women who are pregnant or nursing
- Patients who are under safeguard of justice or tutorship or curatorship
- Patient on AME (state medical aid)
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Assistance Publique - Hôpitaux de Parislead
- University of Luxembourgcollaborator
- Hospital Universitario La Fecollaborator
- ECRIN EUROPEAN CLINICAL RESEARCH INFRASTRUCTURE NETWORK (ECRIN)collaborator
- Ophiomics - Precision Medicinecollaborator
- EF CLIFcollaborator
- INSERM 1149collaborator
- Institut National de la Santé Et de la Recherche Médicale, Francecollaborator
Study Sites (5)
Department of Gastroenterology and Hepatology Universitair Ziekenhuis Gent
Ghent, Belgium, Belgium
Hospital Henri Mondor, Department of Hepatology
Créteil, France, 94010, France
Universitätsklinikum Schleswig - Holstein | UKSH · Transplantation Medicine
Kiel, Germany, Germany
Italian National Transplant Center
Roma, Italy, Italy
Center for Liver Tumors Leiden of the Leiden University Medical Center (LUMC)
Leiden, Netherlands, Netherlands
Biospecimen
For patients of subsets 1 and 2 : * Blood - 3 Dry tubes and 2 EDTA 5mL * Blood - 2 EDTA, 1 Li heparin, 2 citrate 5mL * Blood - 1 Tempus 10mL biobanking for DNA, RNA * Urine 1 plastic tube 5mL * Urine 1 hemolysis tube 5 mL * Ascites fluid 1 Dry tube 5mL For patients of subset 3 : * Blood - 1 Streck 10mL * Blood - 1 EDTA 5mL
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
December 4, 2024
First Posted
December 9, 2024
Study Start
January 1, 2025
Primary Completion (Estimated)
January 1, 2027
Study Completion (Estimated)
October 1, 2027
Last Updated
December 13, 2024
Record last verified: 2024-11
Data Sharing
- IPD Sharing
- Will not share
DATAS ARE OWN BY ASSISTANCE PUBLIQUE - HOPITAUX DE PARIS, PLEASE CONTACT SPONSOR FOR FURTHER INFORMATION