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A score model for the continuous grading of early allograft dysfunction severity.
- Source :
-
Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society [Liver Transpl] 2015 Jan; Vol. 21 (1), pp. 38-46. Date of Electronic Publication: 2014 Nov 24. - Publication Year :
- 2015
-
Abstract
- Early allograft dysfunction (EAD) dramatically influences graft and patient outcomes. A lack of consensus on an EAD definition hinders comparisons of liver transplant outcomes and management of recipients among and within centers. We sought to develop a model for the quantitative assessment of early allograft function [Model for Early Allograft Function Scoring (MEAF)] after transplantation. A retrospective study including 1026 consecutive liver transplants was performed for MEAF score development. Multivariate data analysis was used to select a small number of postoperative variables that adequately describe EAD. Then, the distribution of these variables was mathematically modeled to assign a score for each actual variable value. A model, based on easily obtainable clinical parameters (ie, alanine aminotransferase, international normalized ratio, and bilirubin) and scoring liver function from 0 to 10, was built. The MEAF score showed a significant association with patient and graft survival at 3-, 6- and 12-month follow-ups. Hepatic steatosis and age for donors; cold/warm ischemia times and postreperfusion syndrome for surgery; and intensive care unit and hospital stays, Model for End-Stage Liver Disease and Child-Pugh scores, body mass index, and fresh frozen plasma transfusions for recipients were factors associated significantly with EAD. The model was satisfactorily validated by its application to an independent set of 200 patients who underwent liver transplantation at a different center. In conclusion, a model for the quantitative assessment of EAD severity has been developed and validated for the first time. The MEAF provides a more accurate graft function assessment than current categorical classifications and may help clinicians to make early enough decisions on retransplantation benefits. Furthermore, the MEAF score is a predictor of recipient and graft survival. The standardization of the criteria used to define EAD may allow reliable comparisons of recipients' treatments and transplant outcomes among and within centers.<br /> (© 2014 American Association for the Study of Liver Diseases.)
- Subjects :
- Alanine Transaminase blood
Bayes Theorem
Bilirubin blood
Biomarkers blood
Blood Coagulation
Clinical Enzyme Tests
Graft Survival
Humans
International Normalized Ratio
Liver Transplantation mortality
Multivariate Analysis
Nonlinear Dynamics
Predictive Value of Tests
Primary Graft Dysfunction blood
Primary Graft Dysfunction etiology
Primary Graft Dysfunction mortality
Principal Component Analysis
Proportional Hazards Models
Reproducibility of Results
Retrospective Studies
Risk Factors
Severity of Illness Index
Time Factors
Treatment Outcome
Decision Support Techniques
Liver Transplantation adverse effects
Models, Biological
Primary Graft Dysfunction diagnosis
Subjects
Details
- Language :
- English
- ISSN :
- 1527-6473
- Volume :
- 21
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society
- Publication Type :
- Academic Journal
- Accession number :
- 25204890
- Full Text :
- https://doi.org/10.1002/lt.23990