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预测坏死性小肠结肠炎新生儿手术风险的列线图:一项回顾性队列研究

A Nomogram for Predicting Surgical Risk in Neonates with Necrotizing Enterocolitis: A Retrospective Cohort Study.

作者信息

Chen Lulu, Zhi Wenxian, Huang Shungen, Wang Jian

机构信息

Department of Surgery, Children's Hospital of Soochow University, Suzhou, 215025, China.

出版信息

Indian J Pediatr. 2024 Apr 1. doi: 10.1007/s12098-024-05091-4.

Abstract

OBJECTIVES

To construct a nomogram that predicts the risk of surgery in patients with necrotizing enterocolitis (NEC).

METHODS

This retrospective cohort study recruited patients diagnosed with NEC at the Children's Hospital of Soochow University from 2013 to 2023. The neonates were divided into conservative and surgical-treatment groups. Univariate and multivariate logistic regressions were performed to identify factors influencing surgical risk, and a predictive model was constructed.

RESULTS

This study comprised 154 cases of NEC, 103 cases (66.9%) in the conservative group and 51 cases (33.1%) in the surgical group. Multivariate logistic regression analysis revealed that increased bloody stools [odds ratio (OR) 5.066; 95% confidence interval (CI) 1.7396-14.7532; p = 0.0029), oxygen inhalation (OR 1.8278; 95% CI 1.2113-2.7581; p = 0.0041), use of vasoconstrictors (OR 4.4446; 95% CI 1.7157-11.5137; p = 0.0021), portal venous gas (OR 4.5569; 95% CI 1.6324-12.7209; p = 0.0038), and blood sodium (OR 0.8339; 95% CI 0.7477-0.9301; p = 0.0011) were independent factors of surgical risk. The area under the nomogram's receiver operating characteristic (ROC) curve was 0.886. Decision curve analysis (DCA) and calibration curves demonstrated good predictive performance for the nomogram.

CONCLUSIONS

The nomogram effectively assessed the risk of surgical intervention in NEC patients, providing new insights and references for diagnosing and treating NEC.

摘要

目的

构建一种预测坏死性小肠结肠炎(NEC)患者手术风险的列线图。

方法

这项回顾性队列研究纳入了2013年至2023年在苏州大学附属儿童医院被诊断为NEC的患者。将新生儿分为保守治疗组和手术治疗组。进行单因素和多因素逻辑回归以确定影响手术风险的因素,并构建预测模型。

结果

本研究共纳入154例NEC患者,保守治疗组103例(66.9%),手术治疗组51例(33.1%)。多因素逻辑回归分析显示,血便增加[比值比(OR)5.066;95%置信区间(CI)1.7396 - 14.7532;p = 0.0029]、吸氧(OR 1.8278;95% CI 1.2113 - 2.7581;p = 0.0041)、使用血管收缩剂(OR 4.4446;95% CI 1.7157 - 11.5137;p = 0.0021)、门静脉积气(OR 4.5569;95% CI 1.6324 - 12.7209;p = 0.0038)和血钠(OR 0.8339;95% CI 0.7477 - 0.9301;p = 0.0011)是手术风险的独立因素。列线图的受试者操作特征(ROC)曲线下面积为0.886。决策曲线分析(DCA)和校准曲线表明列线图具有良好的预测性能。

结论

该列线图有效地评估了NEC患者手术干预的风险,为NEC的诊断和治疗提供了新的见解和参考。

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