Jin Yu Chen, Qian Yang, Li Rong Dai, Wei Yue Wu, Wei Zuo, Li Li Wang
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引用次数: 0
摘要
背景:手术干预可以改善婴儿坏死性小肠结肠炎(NEC)的预后,但也是严重并发症和死亡的独立危险因素。本研究旨在建立一种预测婴儿手术性NEC预后的nomogram。方法:从2013年1月至2024年5月共纳入189例手术NEC患儿。进行单因素和多因素logistic回归分析以确定独立危险因素。然后,基于风险因素构建了nomogram。结果:本研究表明,胎龄、动脉导管未闭、术前24 h平均红细胞血红蛋白浓度和血氯离子、术后24 h pH值是预测手术性NEC患儿预后的独立危险因素。利用这5个预测因子建立了一个nomogram,具有很好的判别能力,ROC曲线下面积为0.842 [95% CI:0.772-0.912]。训练组和验证组的一致性指数分别为0.842和0.870。结论:本研究确定了手术性NEC患儿预后不良的5个独立预测因素,并利用它们建立了nomogram模型,有助于儿科医生早期识别手术性NEC患儿预后不良,提供重要的临床参考信息。
A predictive model for prognosis in infants with surgical necrotizing enterocolitis.
Background: Surgical intervention could improve the prognosis of infants with necrotizing enterocolitis (NEC), but it's also an independent risk factor for severe complications and death. This study aimed to establish a nomogram to predict the prognosis of infants with surgical NEC.
Methods: A total of 189 infants with surgical NEC were enrolled from January 2013 to May 2024. Univariate and multivariate logistic regression analyses were conducted to identify independent risk factors. Then, a nomogram was constructed based on the risk factors.
Results: This study demonstrated that gestational age, patent ductus arteriosus, mean corpuscular hemoglobin concentration and serum chlorine ion within 24 h before surgery, and pH within 24 h after surgery were independent risk factors to predict the prognosis of infants with surgical NEC. A nomogram was created utilizing the five predictors and showed excellent discriminative ability, with an area under the ROC curve of 0.842 [95% CI:0.772-0.912]. The concordance index for training and validation groups were 0.842 and 0.870, respectively.
Conclusions: The present study identified five independent predictors of poor prognosis in infants with surgical NEC and used them to establish a nomogram model, helping pediatricians identify poor prognosis in surgical NEC infants early and providing important clinical reference information.
期刊介绍:
Italian Journal of Pediatrics is an open access peer-reviewed journal that includes all aspects of pediatric medicine. The journal also covers health service and public health research that addresses primary care issues.
The journal provides a high-quality forum for pediatricians and other healthcare professionals to report and discuss up-to-the-minute research and expert reviews in the field of pediatric medicine. The journal will continue to develop the range of articles published to enable this invaluable resource to stay at the forefront of the field.
Italian Journal of Pediatrics, which commenced in 1975 as Rivista Italiana di Pediatria, provides a high-quality forum for pediatricians and other healthcare professionals to report and discuss up-to-the-minute research and expert reviews in the field of pediatric medicine. The journal will continue to develop the range of articles published to enable this invaluable resource to stay at the forefront of the field.