P.033 Electrophysiological signatures of sedation in pediatric patients

M. Grinberg, M Han, K Jones, S. Blain-Moraes
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Abstract

Background: Sedation in PICU masks physical exam findings, leading to diagnostic challenges. In adult models, electroencephalography can evaluate the brain’s response to sedation using feedforward connectivity and anteriorization of alpha hubs, proving useful for prognostication. Feasibility of model translation into pediatric population was assessed, with the hypothesis that the same markers of adaptive reconfiguration would correlate with a higher potential for recovering consciousness. Methods: Electroencephalograms from children undergoing sedation were analyzed for strength and direction of functional connectivity using the weighted and directed phase lag index. Target population was refined with an iterative inclusion criteria. We examined relationships between hub location reconfiguration, directed phase lag index, baseline Glasgow Coma Scale, and 3-month post-treatment Glasgow Outcome Scale-Extended. Results: Evaluation of 14 subjects showed promise in children aged 5-18 undergoing sedation with midazolam, dexmedetomidine, and propofol. Further analysis of five subjects revealed a correlation between adaptive reconfiguration during anesthesia and both higher baseline Glasgow Coma Scale and Glasgow Outcome Scale-Extended scores post-treatment. Conclusions: The findings indicate that the functional brain network connectivity model may have diagnostic and prognostic potential regarding children’s consciousness levels. While the initial data is promising, further analysis of six additional cases is pending and deemed essential to thoroughly evaluate the model’s efficacy.
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P.033 儿科患者镇静的电生理特征
背景:在重症监护病房使用镇静剂会掩盖体格检查结果,从而给诊断带来困难。在成人模型中,脑电图可以通过前馈连接和阿尔法中枢前移来评估大脑对镇静的反应,这对预后判断非常有用。我们评估了将模型转化为儿科模型的可行性,并假设同样的适应性重构标记将与更高的意识恢复潜力相关。研究方法使用加权和定向相位滞后指数分析了接受镇静治疗的儿童脑电图的功能连接强度和方向。根据迭代纳入标准对目标人群进行了细化。我们研究了中枢位置重构、定向相位滞后指数、基线格拉斯哥昏迷量表和治疗后 3 个月格拉斯哥结果量表扩展之间的关系。结果显示对 14 名受试者进行的评估显示,使用咪达唑仑、右美托咪定和丙泊酚进行镇静治疗的 5-18 岁儿童有望获得疗效。对 5 名受试者的进一步分析表明,麻醉期间的适应性重新配置与治疗后较高的格拉斯哥昏迷量表基线和格拉斯哥结果量表扩展评分之间存在相关性。结论:研究结果表明,大脑功能网络连接模型可能对儿童的意识水平具有诊断和预后潜力。虽然初步数据很有希望,但还需要对另外六个病例进行进一步分析,这对彻底评估该模型的疗效至关重要。
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