Validation of LEOPARD Predictive Models of Delisting in Liver Transplant Candidates: the LEOPARD Longitudinal Multicentre Prospective Validation Cohort 1, With Bio- and Tissue Collection
试验速览
- 阶段
- 不适用
- 状态
- 招募中
- 入组人数
- 630
- 试验地点
- 13
- 主要终点
- 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
研究概览
简要总结
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
- 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).
- 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.
The primary objective of the LEOPARD longitudinal study is to test and validate AI-based 2nd generation LEOPARD predictive models of mortality/drop out on the waitlist in patients with decompensated cirrhosis, or other end-stage chronic liver diseases, and in patients listed for HCC.
Method Multicenter Prospective longitudinal study in up to 630 enrolments (in case of replacing participants after inclusion) to obtain 600 patients meeting selection criteria, in 30 hospitals in 5 European countries including France, Italy, The Netherlands, Belgium and Germany.
研究设计
- 研究类型
- Observational
- 观察模型
- Cohort
- 时间视角
- Prospective
入排标准
- 年龄范围
- 18 Years 至 70 Years（Adult, Older Adult）
- 性别
- All
- 接受健康志愿者
- 否
入选标准
- •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).
排除标准
- •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)
- •Participation in another trial including other studies proposed as part of the European LEOPARD project (cohort associated to WP1 & WP5 ("LEOPARD TVDCS") or being in the exclusion period following previous interventional research involving the human person, if applicable
结局指标
主要结局
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
时间窗: 3 months after listing in subsets 1 & 2 ; 12 months after listing in subset 3
* 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
次要结局
- 9-month and 12-month transplant benefit in subsets 3 and 1-2, respectively(9 months and 12 months after liver transplantation)
- 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)
- Time from listing to death/drop-out(From date of listing until date of death from any cause or date of drop-out for being too sick, whichever came first, assessed up to 12 months)
- Time to transplantation(From date of listing until date of transplantation, assessed up to 12 months)
- Number of participants with 1-year post transplant survival in subsets 1-2(12 months after liver transplantation)
- Number of participants with 9-month HCC recurrence in subset 3(9 months after liver transplantation)
- Number of participants with 9-month post transplant survival in subset 3(9 months after liver transplantation)