A Novel Risk Score for Mortality in Renal Transplant Recipients Beyond the First Posttransplant Year
- 27 September 2009
- journal article
- Published by Ovid Technologies (Wolters Kluwer Health) in Transplantation
- Vol. 88 (6), 803-809
- https://doi.org/10.1097/tp.0b013e3181b4ac2f
Abstract
Background. All-cause mortality is high after kidney transplantation (KT), but no prognostic index has focused on predicting mortality in KT using baseline and emergent comorbidity after KT. Methods. A total of 4928 KT recipients were used to derive a risk score predicting mortality. Patients were randomly assigned to two groups: a modeling population (n=2452), used to create a new index, and a testing population (n=2476), used to test this index. Multivariate Cox regression model coefficients of baseline (age, weight, time on dialysis, diabetes, hepatitis C, and delayed graft function) and emergent comorbidity within the first posttransplant year (diabetes, proteinuria, renal function, and immunosuppressants) were used to weigh each variable in the calculation of the score and allocated into risk quartiles. Results. The probability of death at 3 years, estimated by baseline cumulative hazard function from the Cox model [P (death)=1−0.993592764exp(score/100)], increased from 0.9% in the lowest-risk quartile (score=40) to 4.7% in the highest risk-quartile (score=200). The observed incidence of death increased with increasing risk quartiles in testing population (log-rank analysis, P<0.0001). The overall C-index was 0.75 (95% confidence interval: 0.72–0.78) and 0.74 (95% confidence interval: 0.70–0.77) in both populations, respectively. Conclusion. This new index is an accurate tool to identify high-risk patients for mortality after KT.Keywords
This publication has 22 references indexed in Scilit:
- The impact of early-diagnosed new-onset post-transplantation diabetes mellitus on survival and major cardiac eventsKidney International, 2006
- Comorbid Conditions in Kidney TransplantationJournal of the American Society of Nephrology, 2005
- Predicting mortality after kidney transplantation: a clinical toolTransplant International, 2005
- Baseline Comorbidity in Kidney Transplant Recipients: A Comparison of Comorbidity IndicesAmerican Journal of Kidney Diseases, 2005
- A Novel Prognostic Index for Mortality in Renal Transplant Recipients After HospitalizationTransplantation, 2005
- Overall C as a measure of discrimination in survival analysis: model specific population value and confidence interval estimationStatistics in Medicine, 2004
- NEW-ONSET DIABETES AFTER TRANSPLANTATION: 2003 INTERNATIONAL CONSENSUS GUIDELINES1Transplantation, 2003
- EPIDEMIOLOGY OF CARDIOVASCULAR DISEASE AFTER RENAL TRANSPLANTATIONTransplantation, 2001
- Clinical epidemiology of cardiovascular disease in chronic renal diseaseAmerican Journal of Kidney Diseases, 1998
- A new method of classifying prognostic comorbidity in longitudinal studies: Development and validationJournal of Chronic Diseases, 1987