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NCT04643665

Prediction of Pulmonary Graft Dysfunction After Double-lung Transplantation (PGD3-AI Study)

Completed Last updated 25 November 2020
What this trial tests

trial testing Double-lung transplantation in Transplant Dysfunction in 478 participants. Completed in 5 October 2020.

Timeline
1 January 2012
Primary endpoint
31 December 2019
5 October 2020

Quick facts

Lead sponsorHopital Foch
StatusCompleted
Study typeOBSERVATIONAL
Enrollment478
Start date1 January 2012
Primary completion31 December 2019
Estimated completion5 October 2020

Drugs / interventions tested

Conditions studied

Sponsor

Hopital Foch — full company profile →

Who can join

12 and older, any sex, with Transplant Dysfunction or Transplantation, Lung. Patients with the condition only — healthy volunteers not accepted.

Sponsor's own description

The thundering evolution of lung transplantation management during the past ten years and primary graft dysfunction (PGD) new definition have led to new predictive factors of PGD. Therefore, we retrospectively analyzed a monocentric database using a machine-learning method, to determine the predictive factors of grade 3 PGD (PGD3), defined as a PaO2/FiO2 ratio \< 200 or being under extracorporeal membrane oxygenation (ECMO) at postoperative day 3. We included all double lung transplantation from 2012 to 2019 and excluded multi-organ transplant, cardiopulmonary bypass, or repeated transplantation during the study period for the same patient. Recipient, donor and intraoperative data were added in a gradient boosting algorithm step-by-step according to standard transplantation stages. Dataset will be split randomly as 80% training set and 20% testing set. Relationship between predictive factors and PGD3 will be represented as ShHapley Additive exPlanation (SHAP) values.

Publications & conference data

No peer-reviewed publications indexed yet for this trial. Completed trials usually publish results within 12-18 months.

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Other recruiting trials for Transplant Dysfunction

Currently open trials in the same condition.

Other Hopital Foch trials

Trials by the same sponsor.

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Data sources for this page

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