预测儿童肝移植后同种异体移植物存活率的列线图的开发和验证。

IF 6.1 2区 医学 Q1 PEDIATRICS
World Journal of Pediatrics Pub Date : 2024-03-01 Epub Date: 2023-10-24 DOI:10.1007/s12519-023-00766-y
Guang-Xiang Gu, Shu-Ting Pan, Yi-Chen Fan, Chen Chen, Qiang Xia
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引用次数: 0

摘要

背景:肝移植是治疗儿童胆汁淤积性肝病和某些代谢性肝病的主要方法。然而,目前还没有准确的预测模型来确定手术前移植物的存活概率。本研究旨在建立一个有效的儿童肝移植后同种异体移植物存活的预后模型。方法:这项回顾性队列研究包括2032名在2006年1月1日至2020年1月31日期间接受儿童肝移植的患者。使用Cox回归开发了列线图,并基于bootstrap抽样进行了验证。使用一致性指数确定预测精度和判别精度,并使用校准曲线进行可视化;计算了模型比较的净效益。为了方便访问模型,开发了一个在线Shiny应用程序。结果:多因素分析表明,术前诊断、受体年龄、体重、移植物类型、术前总胆红素、白细胞介素-1β、门静脉血流方向、脾脏厚度以及是否患有心脏病和胆管炎是生存的独立因素,所有这些都在诺模图中选择。列线图的校准表明,1年、3年和5年的预测生存率与实际生存率一致。1年、3年和5年时移植物存活率的一致性指数分别为0.776、0.757和0.753,显著高于儿科终末期肝病和Child-Pugh评分系统。使用以下URL可以很容易地预测受体的移植物功能障碍风险:https://aspelt.shinyapps.io/ASPELT/结论:儿童肝移植后同种异体移植物存活率(ASPELT)评分模型能有效预测儿童肝移植术后移植物存活情况,为临床医生和患者提供了一种简便易行的评价方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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

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

Background: Liver 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.

Methods: This 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.

Results: Multivariable analysis demonstrated that preoperative diagnosis, recipient age, body weight, graft type, preoperative total bilirubin, interleukin-1β, 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/ / CONCLUSION: The 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.

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来源期刊
World Journal of Pediatrics
World Journal of Pediatrics 医学-小儿科
CiteScore
10.50
自引率
1.10%
发文量
592
审稿时长
2.5 months
期刊介绍: The World Journal of Pediatrics, a monthly publication, is dedicated to disseminating peer-reviewed original papers, reviews, and special reports focusing on clinical practice and research in pediatrics. We welcome contributions from pediatricians worldwide on new developments across all areas of pediatrics, including pediatric surgery, preventive healthcare, pharmacology, stomatology, and biomedicine. The journal also covers basic sciences and experimental work, serving as a comprehensive academic platform for the international exchange of medical findings.
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