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CompletedNCT03595345TRAIN-SCOREUpdated Oct 29, 2018

A Worldwide Score for Hepatocellular Cancer and Liver Transplantation

An observational study in Liver Cancer, Dropout, Patient and Recurrence, sponsored by European Hepatocellular Cancer Liver Transplant Group. Completed at 1 site in Belgium. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2018-10-29.

Sponsored by European Hepatocellular Cancer Liver Transplant Group · Observational

Study type
Observational
Model
Cohort
Time perspective
Retrospective
Enrollment
3,100
Ages
18 Years and older
Sex
All
01

Study summary

The present study has been developed with multiple aims: 1) to refine available models for liver transplantation which would be able to cover the fate of HCC candidates from an ITT point of view; 2) to develop such an approach on cohorts coming from both Eastern and Western countries; 3) to maintain simplicity of use; 4) to provide individual prognostication taking into account different causes of death, through a competing-risk model; 5) to provide an external validation on cohorts coming from both Eastern and Western countries. All these aims converge at providing a comprehensive and useful assessment suitable for both candidates selection and allocation priority.

Read the detailed description

For two decades, the Milan Criteria (MC) have represented the cornerstone in the selection of patients with hepatocellular cancer (HCC) as candidates for liver transplantation (LT). Since then, several Western and Eastern centres have tried to overcome MC stringency with the aim to expand the number of potentially transplantable patients without increasing the risk of post-LT tumour recurrence. Recently, variables correlated with HCC biology have been introduced to capture its aggressiveness and suitability for LT. Among the most commonly proposed, we can cite the alpha-fetoprotein (AFP) and the radiological response after neo-adjuvant loco-regional treatments (LRT). The effort to combine HCC morphology and biology is now emerging as the more promising approach for further refining the selection process of HCC candidates. The recently proposed prognostic indexes Metroticket 2.0, Time-Radiological-response-Alpha-fetoprotein-INflammation (TRAIN), Model Of Recurrence After Liver transplant (MORAL) and French AFP-model represent the most promising results of such planned endeavours.

With the intent to be clinically useful, a prognostic system must achieve not only the most common performance metrics, such as discrimination and calibration, but also an adequate coverage of the population in which it would be applied. It can be argued that a prognostic system based only on criteria available at the moment of LT could not satisfy such a pre-requisite when the entire population of HCC patients waiting in the list for LT is taken into account, considering an intention-to-treat (ITT) point of view. In this sense, only the TRAIN system developed an ITT analysis, whereas the remaining were all based on pre-transplant information. The second quality that a clinically useful prognostic system should have is its immediacy. Thus, it should be based on commonly available information, not requiring additional analyses or exams if not justified by a substantial improvement in accuracy. Last but not least, a prognostic system should also provide for an individual prediction in addition to risk-stratification, with the intent to offer personalized prognostication for each different patient. To date, only the Metroticket 2.0 fulfils these two last requisites. A final important quality of the Metroticket 2.0 is that it applied a competing-risk analysis able to clean up the HCC-related cause of death from other non-tumour-related causes.

On this background, we developed the present study with multiple aims: 1) to refine available models which would be able to cover the fate of HCC candidates from an ITT point of view; 2) to develop such an approach on cohorts coming from both Eastern and Western countries; 3) to maintain simplicity of use; 4) to provide individual prognostication taking into account different causes of death, through a competing-risk model; 5) to provide an external validation on cohorts coming from both Eastern and Western countries. All these aims converge at providing a comprehensive and useful assessment suitable for both candidates selection and allocation priority.

02

Conditions studied

  • Liver Cancer
  • Dropout, Patient
  • Recurrence

Keywords

  • delisting
  • tumor-specific death
  • Milan Criteria
03

In context

Liver Neoplasms

1,391 studies on the registry are indexed under Liver Neoplasms; 345 are open to participants now.

This study's enrollment of 3,100 is above the median of 200 across 350 observational studies indexed under Liver Neoplasms.

Browse Liver Neoplasms studies →

Lead sponsor

European Hepatocellular Cancer Liver Transplant Group is the lead sponsor of 5 studies on the registry; none are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Accepts healthy volunteers
No
Sampling method
Non-probability sample

Study population

The participating centers for the creation of the training set cohort were: Brussels (Belgium; n=355), New York Columbia University/Weill Cornell Medical Center (USA; n=353), Innsbruck (Austria; n=330), New Delhi (India; n=270), Rome Sapienza University (Italy; n=265), Kyoto (Japan; n=230), Taiwan (Republic of China; n=200), Mainz (Germany; n=176), Kyushu (Japan; n=161), and Hangzhou Shulan Health Hospital/First Affiliated Hospital (Popular Republic of China; n=94).

For the testing/external cohort, two additional centres participated to the study, namely the Western center from Padua (Italy; n=630) and the Easter center from Hong Kong (n=330) applying the same inclusion/exclusion criteria as for the training cohort.

Inclusion criteria

  • All the adult ((≥18 years) patients enlisted for liver transplant with the radiological/histological diagnosis of hepatocellular cancer during the period 01/01/2000-31/03/2017

Exclusion criteria

Exclusion Criteria:

  • Mixed hepatocellular-cholangiocellular
  • Cholangiocellular cancer misdiagnosed as HCC
  • Post-LT incidental HCC.
  • Patients enlisted before 01/01/2000
05

Study design

Observational model
Cohort
Time perspective
Retrospective
Enrollment
3,100 participants (actual)
Patient registry
No

Groups and cohorts

  • Training set

    2200 HCC cases from East and West centres enlisted for LT and then delisted or transplanted

    Procedure: Liver transplantation

  • West validation set

    630 HCC cases from a Western centre enlisted for LT and then delisted or transplanted

    Procedure: Liver transplantation

  • East validation set

    300 HCC cases from a Eastern centre enlisted for LT and then delisted or transplanted

    Procedure: Liver transplantation

Interventions

  • ProcedureLiver transplantation

    Liver transplantation

06

What researchers measure

Primary outcomes

  1. Tumour-specific death

    Death for recurrence or other HCC-related causes

    Time frame: 5 years after transplant

Secondary outcomes

  1. Drop-out

    Drop-out for death or HCC progression

    Time frame: 1 year after waiting list inscription

07

Study locations

1 site
  • UCL
    Brussels, Belgium
08

References and documents

Individual participant data

Plan to share: Undecided

No publications or documents are linked to this record.

09

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Oct 29, 2018, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT03595345
Lead sponsor
European Hepatocellular Cancer Liver Transplant Group
Responsible party
Quirino Lai (Principal investigator and Data manager of the EurHeCaLT Study Group, European Hepatocellular Cancer Liver Transplant Group) — Principal investigator
First posted
Jul 23, 2018
Start date
Dec 15, 2016
Primary completion
Oct 15, 2018
Completion
Oct 15, 2018
Last update
Oct 29, 2018

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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This study is completed, as verified in Oct 2018. You cannot join it, but the record below documents what was studied.

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