Back to Search
Start Over
An easily calculable and highly predictive risk index for postoperative renal failure after heart transplantation
- Source :
- The Journal of thoracic and cardiovascular surgery. 148(3)
- Publication Year :
- 2014
-
Abstract
- ObjectivesThis study derived and validated a risk index for postoperative renal failure after orthotopic heart transplantation.MethodsAdult orthotopic heart transplantations performed between 2000 and 2010 were identified in the United Network for Organ Sharing database. Patients were randomly divided 4:1 into derivation and validation cohorts. The primary outcome was new-onset postoperative renal failure requiring dialysis. A multivariable model was created incorporating variables associated with renal failure in univariate analysis, with significant risk factors assigned points based on odds ratios. A simple guide was generated to demonstrate ranges of risk scores associated with clinically meaningful renal failure rates.ResultsA total of 14,635 orthotopic heart transplantation recipients were included. New-onset postoperative renal failure occurred in 1128 patients (7.7%). A 100-point risk score was generated using 13 significant risk factors. There was a high degree of correlation between actual renal failure rates in the validation cohort and predicted rates in the derivation cohort based on risk scores (r = 0.91, P 20% risk, score ≥40). The actual renal failure rates in the validation cohort for these risk score ranges corresponded to the risk category they were assigned to: score 0 to 15 (4.1% rate), score 16 to 26 (6.8% rate), score 27 to 39 (13.2% rate), and score 40 or more (20.2% rate).ConclusionsThis 100-point risk index incorporating 13 risk factors is highly predictive of new-onset postoperative renal failure after orthotopic heart transplantation. Prospective assessment of orthotopic heart transplant recipients using the risk categories that were generated on the basis of score ranges may help in tailoring perioperative management.
- Subjects :
- Pulmonary and Respiratory Medicine
Adult
Male
medicine.medical_specialty
Tissue and Organ Procurement
medicine.medical_treatment
Risk Assessment
Decision Support Techniques
Young Adult
Renal Dialysis
Risk Factors
Internal medicine
Odds Ratio
Medicine
Humans
Derivation
Registries
Renal Insufficiency
Dialysis
Heart transplantation
Univariate analysis
Framingham Risk Score
business.industry
Reproducibility of Results
Odds ratio
Middle Aged
Confidence interval
Surgery
Treatment Outcome
Heart Transplantation
Female
Cardiology and Cardiovascular Medicine
Risk assessment
business
Subjects
Details
- ISSN :
- 1097685X
- Volume :
- 148
- Issue :
- 3
- Database :
- OpenAIRE
- Journal :
- The Journal of thoracic and cardiovascular surgery
- Accession number :
- edsair.doi.dedup.....5da257ab0811b6437c7427c475fe3b3e