Vlachy Jan, Jo Mingyoung, Li Qing, Ayer Turgay, Keskinocak Pinar, Swann Julie, Olson Larry, Vats Atul
School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, United States.
Children's Healthcare of Atlanta, Atlanta, GA, United States.
Front Pediatr. 2018 Oct 15;6:303. doi: 10.3389/fped.2018.00303. eCollection 2018.
cEEG is an emerging technology for which there are no clear guidelines for patient selection or length of monitoring. The purpose of this study was to identify subgroups of pediatric patients with high incidence of seizures. We conducted a retrospective study on 517 children monitored by cEEG in the intensive care unit (ICU) of a children's hospital. The children were stratified using an age threshold selection method. Using regression modeling, we analyzed significant risk factors for increased seizure risk in younger and older children. Using two alternative correction procedures, we also considered a relevant comparison group to mitigate selection bias and to provide a perspective for our findings. We discovered an approximate risk threshold of 14 months: below this threshold, the seizure risk increases dramatically. The older children had an overall seizure rate of 18%, and previous seizures were the only significant risk factor. In contrast, the younger children had an overall seizure rate of 45%, and the seizures were significantly associated with hypoxic-ischemic encephalopathy (HIE; = 0.007), intracranial hemorrhage (ICH; = 0.005), and central nervous system (CNS) infection ( = 0.02). Children with HIE, ICH, or CNS infection accounted for 61% of all seizure patients diagnosed through cEEG under 14 months. An extremely high incidence of seizures prevails among critically ill children under 14 months, particularly those with HIE, ICH, or CNS infection.
连续脑电图(cEEG)是一项新兴技术,目前对于患者选择或监测时长尚无明确指南。本研究的目的是确定癫痫发作高发的儿科患者亚组。我们对一家儿童医院重症监护病房(ICU)中接受cEEG监测的517名儿童进行了回顾性研究。采用年龄阈值选择方法对儿童进行分层。通过回归模型,我们分析了年幼儿童和年长儿童癫痫发作风险增加的显著危险因素。使用两种替代校正程序,我们还考虑了一个相关的对照组,以减轻选择偏倚并为我们的研究结果提供一个视角。我们发现了一个约14个月的风险阈值:低于此阈值,癫痫发作风险会急剧增加。年长儿童的总体癫痫发作率为18%,既往癫痫发作是唯一的显著危险因素。相比之下,年幼儿童的总体癫痫发作率为45%,癫痫发作与缺氧缺血性脑病(HIE;P = 0.007)、颅内出血(ICH;P = 0.005)和中枢神经系统(CNS)感染(P = 0.02)显著相关。14个月以下通过cEEG诊断出的所有癫痫发作患者中,患有HIE、ICH或CNS感染的儿童占61%。14个月以下的重症儿童中癫痫发作的发生率极高,尤其是那些患有HIE、ICH或CNS感染的儿童。