Development and validation of a nomogram to predict allograft survival after pediatric liver transplantation

被引:4
|
作者
Gu, Guang-Xiang [1 ,2 ]
Pan, Shu-Ting [3 ]
Fan, Yi-Chen [4 ]
Chen, Chen [1 ]
Xia, Qiang [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Med, Renji Hosp, Dept Liver Surg, 160 Pujian Rd,Pudong New Dist, Shanghai 200128, Peoples R China
[2] Sun Yat Sen Univ, Sun Yet Sen Mem Hosp, Dept Liver Transplantat, 107 Yanjiang West Rd, Guangzhou 510080, Peoples R China
[3] Shanghai Jiao Tong Univ, Renji Hosp, Clin Ctr Invest, Sch Med, Shanghai, Peoples R China
[4] Shanghai Jiao Tong Univ, Renji Hosp, Dept Anesthesiol, Sch Med, Shanghai, Peoples R China
关键词
Allograft survival; Nomogram; Pediatric liver transplantation; CHILD-PUGH; GRAFT LOSS; SCORE; OUTCOMES;
D O I
10.1007/s12519-023-00766-y
中图分类号
R72 [儿科学];
学科分类号
100202 ;
摘要
BackgroundLiver transplantation is the main treatment for cholestatic liver disease and some metabolic liver diseases in children. However, no accurate prediction model to determine the survival probability of grafts prior to surgery exists. This study aimed to develop an effective prognostic model for allograft survival after pediatric liver transplantation.MethodsThis retrospective cohort study included 2032 patients who underwent pediatric liver transplantation between January 1, 2006, and January 1, 2020. A nomogram was developed using Cox regression and validated based on bootstrap sampling. Predictive and discriminatory accuracies were determined using the concordance index and visualized using calibration curves; net benefits were calculated for model comparison. An online Shiny application was developed for easy access to the model.ResultsMultivariable analysis demonstrated that preoperative diagnosis, recipient age, body weight, graft type, preoperative total bilirubin, interleukin-1 beta, portal venous blood flow direction, spleen thickness, and the presence of heart disease and cholangitis were independent factors for survival, all of which were selected in the nomogram. Calibration of the nomogram indicated that the 1-, 3-, and 5-year predicted survival rates agreed with the actual survival rate. The concordance indices for graft survival at 1, 3, and 5 years were 0.776, 0.757, and 0.753, respectively, which were significantly higher than those of the Pediatric End-Stage Liver Disease and Child-Pugh scoring systems. The allograft dysfunction risk of a recipient could be easily predicted using the following URL: https://aspelt.shinyapps.io/ASPELT//ConclusionThe allograft survival after pediatric liver transplantation (ASPELT) score model can effectively predict the graft survival rate after liver transplantation in children, providing a simple and convenient evaluation method for clinicians and patients.
引用
收藏
页码:239 / 249
页数:11
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