Risk factors for prolonged mechanical ventilation after congenital heart surgery in pediatric patients

Dimitar Pechilkov, L. Simeonov, V. Boshnakov, A. Kaneva
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Abstract

Introduction. Prolonged mechanical ventilation (PMV) is a well-recognized factor as a quality metric for pediatric cardiac surgical programs. Most of the risk factors for PMV are described and analyzed. Some authors had established predictive models to detect proactively patients in risk for PMV. This study aims to develop a new predictive model, based on vasoactive-ventilation-renal (VVR) score, for PMV after congenital heart surgery (CHS) in pediatric patients. Material and Methods. Medical fi les of patients 0-18 y who underwent heart surgery in 2016 and 2017 were reviewed. Patients that met the inclusion criteria were studied. PMV was defi ned as invasive mechanical ventilation ≥ 96 h. The patients were divided in two groups according to duration of mechanical ventilation: group 1-patients with PMV, group 2-patients without PMV. The focus was set on VVR score and fl uid overload in the fi rst 48 hours after the operation. Data were presented as medians with IQR or as means ± standard deviation. A non-parametric Mann-Whitney U test, binary logistic regression test and ROC curve analysis integrated in the statistical software SPSS 24.0 were used. A value of P < 0.05 was considered signifi cant. Results. 438 patients were operated in 2016 and 2017 and 384 of them were included in the study. 80 patients (20.8%) needed PMV (group 1) and 304 (79.2%) did not need PMV (group 2). There was a statistical signifi cance between group 1 and group 2 concerning the peak VVR for the day of operation 58,25(33,48) vs. 25,65(19,8) and cumulative fl uid overload in % for the fi rst 48hours +2,54(13,29) vs. – 1,19(3,4). After combining this two factors in a predictive model, the ROC curve analysis showed AUC 0,903 (95% CI 0,863-0,944) with sensitivity of 86.25% and specifi city of 82,57%. Conclusion. Combining VVR and cumulative fl uid overload, resulted in establishment of a new reliable predictive model for PMV after CHS in pediatric patients in our Center.
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儿童先天性心脏手术后长期机械通气的危险因素
介绍。延长机械通气(PMV)是一个公认的因素作为质量衡量儿科心脏手术方案。对大多数PMV的危险因素进行了描述和分析。一些作者已经建立了预测模型来主动检测有PMV风险的患者。本研究旨在建立一种基于血管活性-通气-肾脏(VVR)评分的儿科先天性心脏手术(CHS)后PMV预测模型。材料和方法。回顾2016年和2017年0-18岁心脏手术患者的医疗记录。对符合纳入标准的患者进行研究。PMV定义为有创机械通气≥96 h。根据机械通气时间将患者分为两组:1组有PMV患者,2组无PMV患者。重点观察术后前48小时VVR评分和体液超载情况。数据以IQR的中位数或平均值±标准差表示。采用非参数Mann-Whitney U检验、二元logistic回归检验和ROC曲线分析,并结合SPSS 24.0统计软件进行分析。P < 0.05为显著性差异。结果2016年和2017年共收治438例患者,其中384例纳入本研究。有80例(20.8%)患者需要PMV(组1),304例(79.2%)患者不需要PMV(组2)。组1和组2在手术当天VVR峰值58,25(33,48)vs. 25,65(19,8)和前48小时累计液体负荷% +2,54(13,29)vs. - 1,19(3,4)方面差异有统计学意义。将这两个因素结合在一个预测模型中,ROC曲线分析显示AUC为0,903 (95% CI为0,863-0,944),敏感性为86.25%,特异性为82,57%。结论。结合VVR和累积体液超载,建立了一种新的可靠的预测小儿CHS后PMV的模型。
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CiteScore
0.10
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0.00%
发文量
40
审稿时长
12 weeks
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