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用于评估中肠扭转新生儿肠缺血和坏死风险的列线图:一项回顾性研究

Nomogram for Estimating the Risks of Intestinal Ischemia and Necrosis in Neonates With Midgut Volvulus: A Retrospective Study.

作者信息

Guan Xisi, Wang Zhe, He Qiuming, Lv Junjian, Yu Jiakang, Zhong Wei

机构信息

Department of Neonatal Surgery, Guangzhou Women and Children's Medical Center, Guangzhou, China.

出版信息

Front Pediatr. 2022 Jun 20;10:888594. doi: 10.3389/fped.2022.888594. eCollection 2022.

Abstract

BACKGROUND

Delayed diagnosis and inaccurate judgment of the severity of the disease may be the principal reasons for the poor prognosis associated with neonatal midgut volvulus. We aimed to develop a nomogram model that timely assesses the risks of intestinal ischemia and necrosis in the neonate with midgut volvulus.

MATERIALS AND METHODS

We retrospectively analyzed the clinical data from neonates with midgut volvulus who were admitted to Guangzhou Women and Children's Medical Center from January 2009 to December 2019. Univariate and multivariate analyses were used to obtain independent factors to build a predictive model. The independent factors were used to develop the nomogram model.

RESULTS

Heart rate, mean arterial pressure, serum C-reactive protein, serum sodium, serum albumin, and pH levels were independent predictors for intestinal ischemia and necrosis in patients with midgut volvulus. The area under the receiver operating characteristic curve (AUC) of the predictive model was 0.985 (95% confidence interval, 0.966-0.999; < 0.001). The sensitivity was 90.48%, and the specificity was 93.10%. A nomogram model was established using the six independent predictors, with a C-index of 0.859 and a favorable consistency between the predicted and actual intestinal ischemia and necrosis rates according to the internal validation.

CONCLUSION

The constructed nomogram model could be a superior tool for predicting intestinal ischemia and necrosis in neonates with midgut volvulus.

摘要

背景

疾病诊断延迟及对病情严重程度判断不准确可能是新生儿中肠扭转预后不良的主要原因。我们旨在开发一种列线图模型,以及时评估中肠扭转新生儿发生肠缺血坏死的风险。

材料与方法

我们回顾性分析了2009年1月至2019年12月在广州妇女儿童医疗中心住院的中肠扭转新生儿的临床资料。采用单因素和多因素分析来获取独立因素以构建预测模型。利用这些独立因素开发列线图模型。

结果

心率、平均动脉压、血清C反应蛋白、血清钠、血清白蛋白和pH值是中肠扭转患者肠缺血坏死的独立预测因素。预测模型的受试者工作特征曲线(AUC)下面积为0.985(95%置信区间,0.966 - 0.999;P < 0.001)。敏感性为90.48%,特异性为93.10%。使用这六个独立预测因素建立了列线图模型,C指数为0.859,根据内部验证,预测的肠缺血坏死率与实际发生率之间具有良好的一致性。

结论

构建的列线图模型可能是预测中肠扭转新生儿肠缺血坏死的一种优越工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15f1/9251320/7e2f7216009c/fped-10-888594-g001.jpg

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