A nomogram for predicting early- and mid-term native liver survival after surgery in patients with type III biliary atresia: a single-center retrospective study.

IF 2.4 3区 医学 Q2 SURGERY
Sijin Li, Jixiao Zeng, Xiaogang Xu, Boyuan Tao, Zhihua Ye, Menglong Lan, Hong Zhang, Yuanyuan Luo, Zijian Liang, Zhizu Zhong, Lini Wen, Shuoshuo Guo, Fei Liu
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引用次数: 0

Abstract

Background: Biliary atresia (BA) is a severe obstructive biliary disease. This study aimed to explore the independent risk factors influencing the prognosis of BA in children who underwent Kasai portoenterostomy (KPE) and to construct a nomogram for predicting the prognosis.

Methods: The clinical data of patients with type III BA who underwent KPE at Guangzhou Women and Children's Medical Center from June 2016 to May 2024 were retrospectively analyzed. Univariate and multivariate Cox regression analyses were used to screen for independent risk factors. A nomogram was constructed using the screened variables to predict postoperative early- and mid-term native liver survival (NLS). The predictive efficacy of the model was evaluated using the concordance index (C-index), receiver operating characteristic (ROC) curve and area under the curve (AUC), and calibration curves.

Results: Two hundred patients with type III BA whose clinical data were available were randomly divided into training and validation cohorts at a ratio of 7:3. Age at surgery, recurrent cholangitis, early bile drainage (EBD), and aspartate aminotransferase (AST) level within 1 month after surgery were identified as independent risk factors (all P < 0.05), and a nomogram was constructed using these factors. The C-index was 0.76 (95% CI: 0.71, 0.80) for the training cohort and 0.69 (95% CI: 0.57, 0.75) for the validation cohort. Excellent discrimination and calibration were observed for both groups.

Conclusion: The nomogram constructed using variables such as age at surgery, recurrent cholangitis, EBD, and postoperative AST level can accurately predict the probability of NLS after surgery, providing a quantifiable assessment tool for clinical individualized clinical management.

预测III型胆道闭锁患者术后早期和中期原生肝脏生存的nomogram:一项单中心回顾性研究
背景:胆道闭锁(BA)是一种严重的梗阻性胆道疾病。本研究旨在探讨影响Kasai门肠造口术(KPE)患儿BA预后的独立危险因素,并构建预测预后的nomogram。方法:回顾性分析2016年6月至2024年5月在广州市妇女儿童医疗中心行KPE的III型BA患者的临床资料。采用单因素和多因素Cox回归分析筛选独立危险因素。使用筛选的变量构建nomogram来预测术后早期和中期的native liver survival (NLS)。采用一致性指数(C-index)、受试者工作特征曲线(ROC)、曲线下面积(AUC)和标定曲线对模型的预测效果进行评价。结果:200例临床资料可查的III型BA患者按7:3的比例随机分为训练组和验证组。将手术年龄、胆管炎复发、早期胆汁引流(EBD)、术后1个月内天冬氨酸转氨酶(AST)水平确定为独立危险因素(均P)。结论:使用手术年龄、胆管炎复发、EBD、术后AST水平等变量构建的nomogram,可以准确预测术后NLS的发生概率,为临床个体化临床管理提供可量化的评估工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BMC Surgery
BMC Surgery SURGERY-
CiteScore
2.90
自引率
5.30%
发文量
391
审稿时长
58 days
期刊介绍: BMC Surgery is an open access, peer-reviewed journal that considers articles on surgical research, training, and practice.
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