开赛手术后胆道闭锁患者原生肝脏存活的预测。

IF 2.4 2区 医学 Q1 PEDIATRICS Journal of pediatric surgery Pub Date : 2025-01-08 DOI:10.1016/j.jpedsurg.2025.162158
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引用次数: 0

摘要

目的:建立胆道闭锁患者长期原生肝生存(NLS)的风险模型。方法:在这项回顾性研究中,我们分析了在日本胆道闭锁登记处登记的1792例患者的数据。使用多元逻辑回归,我们建立了术后1年、5年、10年、15年和20年NLS的预测模型。使用一岁及术后1年和5年的变量。本模型中使用的变量采用正向-反向逐步选择方法进行选择。使用1000个bootstrapping样本进行内部验证的c统计进一步评估模型。结果:仅使用1岁变量的模型预测能力不足。在术后20年NLS模型中使用的变量包括Kasai手术时的年龄,术后1年的高水平γ -谷氨酰转肽酶,以及术后5年的低水平胆碱酯酶。内部验证的c -统计量大于0.8的模型如下:基于1年变量的术后5年NLS(内部验证的c -统计量:0.88),基于1年变量的术后10年NLS(0.86),基于1年变量的术后20年NLS(0.81)和5年变量的术后20年NLS(0.83)。结论:总的来说,我们建立了令人满意的NLS术后20年的风险模型,使用了术后5年的变量。
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Prediction of Native Liver Survival in Patients With Biliary Atresia 20 Years After the Kasai Procedure.

Objective: To establish risk models for long-term native liver survival (NLS) in patients with biliary atresia.

Methods: In this retrospective study, we analyzed data from 1792 patients registered in the Japanese Biliary Atresia Registry. Using multivariate logistic regression, we created predictive models for NLS at 1, 5, 10, 15, and 20 years postoperatively. Variables at the first year of age and those at 1 and 5 years postoperatively were used. The variables used in this model were selected using a forward-backward stepwise selection method. The models were further assessed using C-statistics of internal validation with 1000 bootstrapping resamples.

Results: The models using only variables at the first year of age showed insufficient predictive ability. The variables used in the model for NLS at 20 years postoperatively included the age at Kasai procedure, high levels of gamma-glutamyltranspeptidase at 1 year postoperatively, and low levels of cholinesterase at 5 years postoperatively. The models with internally validated C-statistics greater than 0.8 were as follows: NLS at 5 years postoperatively based on the variables at 1 year postoperatively (internally validated C-statistics: 0.88), at 10 years postoperatively based on the variables at 1 year postoperatively (0.86), and at 20 years postoperatively based on the variables at 1 year (0.81) and 5 years (0.83) postoperatively.

Conclusion: Overall, we developed satisfactory risk models for NLS up to 20 years postoperatively using variables up to 5 years postoperatively.

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来源期刊
CiteScore
1.10
自引率
12.50%
发文量
569
审稿时长
38 days
期刊介绍: The journal presents original contributions as well as a complete international abstracts section and other special departments to provide the most current source of information and references in pediatric surgery. The journal is based on the need to improve the surgical care of infants and children, not only through advances in physiology, pathology and surgical techniques, but also by attention to the unique emotional and physical needs of the young patient.
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