Validation of a dynamic prediction model of kidney allograft survival in pediatric kidney transplant recipients
| dc.rights.license | open | en_US |
| dc.contributor.author | KARADKHELE, Geeta | |
| dc.contributor.author | MANCA, Florian | |
| hal.structure.identifier | Bordeaux population health [BPH] | |
| hal.structure.identifier | Global Health in the Global South [GHiGS] | |
| dc.contributor.author | KABORE, Remi | |
| dc.contributor.author | PATZER, Rachel | |
| hal.structure.identifier | Bordeaux population health [BPH] | |
| dc.contributor.author | HARAMBAT, Jerome
IDREF: 110567358 | |
| hal.structure.identifier | Bordeaux population health [BPH] | |
| dc.contributor.author | LEFFONDRE, Karen
IDREF: 183599128 | |
| dc.contributor.author | HOGAN, Julien | |
| dc.contributor.editor | ESQUIVEL, Carlos O. | |
| dc.date.accessioned | 2023-11-06T16:20:58Z | |
| dc.date.available | 2023-11-06T16:20:58Z | |
| dc.date.issued | 2023-03-22 | |
| dc.date.conference | 2023-03-25 | |
| dc.identifier.issn | 1399-3046 | en_US |
| dc.identifier.uri | https://oskar-bordeaux.fr/handle/20.500.12278/184633 | |
| dc.description.abstractEn | Introduction: Accurate prediction models of kidney allograft loss are lacking in children. Dynamic models allow the integration of new data throughout a patient’s follow-up making them better fitted from clinical use than traditional predictive models. In this study, we aim at externally validating a dynamic score of kidney allograft loss, developed in a derivation cohort of 793 French pediatric kidney transplant recipients, in a large cohort from the United States. Methods: All patients aged < 21 years old, transplanted in the US between January 1st 2002 and December 31st 2015 recorded in the SRTR registry were included in the validation cohort. Two predictive models were previously developed using joint models on the French National Registry data (REIN) and included recipient, donor and transplant characteristics and follow-up data (eGFR, eGFR slope). Individual predictions of allograft loss at 3 and 5 years were made by applying these two models on the validation cohort. Model accuracy was evaluated based on its discrimination (AUC) and calibration (R2). Results: 10,613 patients were included. Among them, 94% were younger than 18 years old at the time of transplantation, 59% were male, 28% received a preemptive transplant and 43% a living donor transplant. Over a median follow-up time of 6.6 [4.0;9.7] years, 2420 patients (23%) lost their graft and 316 (6%) died. The performances of the models were good with excellent discrimination (AUCs between 0.8 and 0.9) and good calibration (Figure 1). The performance of the reduced model were similar to those of the full model. Conclusion: This predictive model demonstrated high accuracy in predicting kidney allograft loss in children and support the benefit of incorporating longitudinal information to improve prediction performance. This model can be used prospectively to assess patients’ risk of graft loss and further study evaluating the impact of using this model in clinical practice are needed. | |
| dc.language.iso | EN | en_US |
| dc.title.en | Validation of a dynamic prediction model of kidney allograft survival in pediatric kidney transplant recipients | |
| dc.type | Communication dans un congrès | en_US |
| dc.identifier.doi | 10.1111/petr.14477 | en_US |
| dc.subject.hal | Sciences du Vivant [q-bio]/Santé publique et épidémiologie | en_US |
| bordeaux.page | e14477 | en_US |
| bordeaux.volume | 27 | en_US |
| bordeaux.hal.laboratories | Bordeaux Population Health Research Center (BPH) - UMR 1219 | en_US |
| bordeaux.issue | S2 | en_US |
| bordeaux.institution | Université de Bordeaux | en_US |
| bordeaux.institution | INSERM | en_US |
| bordeaux.conference.title | 12th Congress of the International Pediatric Transplant Association | en_US |
| bordeaux.country | us | en_US |
| bordeaux.team | GHIGS | en_US |
| bordeaux.team | LEHA | en_US |
| bordeaux.team | BIOSTAT | en_US |
| bordeaux.conference.city | Austin | en_US |
| hal.identifier | hal-04272616 | |
| hal.version | 1 | |
| hal.date.transferred | 2023-11-06T16:21:00Z | |
| hal.invited | oui | en_US |
| hal.proceedings | oui | en_US |
| hal.conference.end | 2023-03-28 | |
| hal.popular | non | en_US |
| hal.audience | Internationale | en_US |
| hal.export | true | |
| workflow.import.source | pubmed | |
| dc.rights.cc | Pas de Licence CC | en_US |
| bordeaux.COinS | ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.date=2023-03-22&rft.volume=27&rft.issue=S2&rft.spage=e14477&rft.epage=e14477&rft.eissn=1399-3046&rft.issn=1399-3046&rft.au=KARADKHELE,%20Geeta&MANCA,%20Florian&KABORE,%20Remi&PATZER,%20Rachel&HARAMBAT,%20Jerome&rft.genre=unknown |
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