Transplantation · 2001 · 197 citations · 16 references
MedicineSurgeryHepatologyOutcomes ResearchTransplant SurgeryGraft SurvivalLiver TransplantationPre-transplant AssessmentRecipient SelectionTransplant OutcomesGraft Failure DetectionHepatic Dysfunction AssessmentHigh-risk Surgical PatientsLiver Transplant Recipient SelectionPreoperative Transplant AssessmentPrognostic VariablesRecipient Risk StratificationTransplantation
BACKGROUND: Hepatic transplantation is a highly effective but costly treatment for end-stage hepatic dysfunction. One approach to improve efficiency in the use of scarce organs for transplantation is to identify preoperative factors that are associated with poor outcome posttransplantation. This may assist both in selecting patients optimal for transplantation and in identifying strategies to improve survival. METHODS: In the present work, we retrospectively reviewed consecutive liver transplants performed at the University of California at Los Angeles during a 6-year period and determined preoperative variables that were associated with outcome in primary grafts. In addition, we used the hospital's cost accounting database to determine the impact of these variables on the degree of resource use by high-risk patients. RESULTS: We found five variables to have independent prognostic value in predicting graft survival after primary liver transplantation: (1) donor age, (2) recipient age, (3) donor sodium, (4) recipient creatinine, and (5) recipient ventilator requirement pretransplant. Recipient ventilator requirement and elevated creatinine were associated with significant increases in resource use during the transplant admission. CONCLUSIONS: Patients at high risk for graft failure and costly transplants can be identified preoperatively by a set of parameters that are readily available, noninvasive, and inexpensive. Selection of recipients on the basis of these data would improve the efficiency of liver transplantation and reduce its cost.
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Regression Trees for Censored Data
Mark R. Segal · Biometrics · 1988 · 509 citations
Predictive Factors of Early Postoperative Graft Function in Human Liver Transplantation
Xavier González-Argenté, Antoni Rimola, Luís Grande et al. · Hepatology · 1994 · 270 citations
Medicine, Surgery, Hepatology +13
THE USE OF mARGINAL DONORS FOR LIVER TRANSPLANTATION A RETROSPECTIVE STUDY OF 365 LIVER DONORS 1,2
Eytan Mor, Göran B. Klintmalm, John F. Gibbs et al. · Transplantation · 1992 · 252 citations
Medicine, Surgery, Hepatology +16
Long-Term Survival After Retransplantation of the Liver
James F. Markmann, Jay S. Markowitz, Hasan Yersiz et al. · Annals of Surgery · 1997 · 213 citations
Medicine, Surgery, Hepatology +15