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使用自主神经状态多模态指标检测丙泊酚麻醉期间意识的丧失与恢复

Detecting Loss and Regain of Consciousness during Propofol Anesthesia using Multimodal Indices of Autonomic State.

作者信息

Subramanian Sandya, Barbieri Riccardo, Purdon Patrick L, Brown Emery N

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:824-827. doi: 10.1109/EMBC44109.2020.9175366.

Abstract

We have traditionally defined loss of consciousness' (LOC) and regain of consciousness' (ROC) during general anesthesia in terms of behavioral correlates. We are starting to understand the dynamics in brain activity that may help define those events; however, we have not yet explored the possible autonomic correlates of LOC and ROC. In this study, we investigated the autonomic dynamics immediately surrounding loss and regain of consciousness in nine healthy volunteers under controlled propofol sedation. We used multimodal autonomic indices generated from physiologically accurate models and found that just before and after LOC and ROC could be differentiated with an AUC of 0.80. In addition, we saw that some of the autonomic changes accompanying LOC and ROC verify known information about the mechanism of action of propofol, while others indicate new avenues for exploration of propofol's effect on the autonomic nervous system. Overall, our work suggests that the autonomic dynamics surrounding the events of loss and regain of consciousness are worthy of further investigation.Clinical Relevance-This introduces the possibility of autonomic biomarkers for loss and regain of consciousness during general anesthesia that are more precise than behavioral tracking alone.

摘要

传统上,我们依据行为相关性来定义全身麻醉期间的“意识丧失”(LOC)和“意识恢复”(ROC)。我们开始理解大脑活动中的动态变化,这些变化可能有助于定义这些事件;然而,我们尚未探究LOC和ROC可能存在的自主神经相关性。在本研究中,我们调查了9名健康志愿者在丙泊酚控制性镇静下,意识丧失和恢复前后即刻的自主神经动态变化。我们使用从生理精确模型生成的多模态自主神经指标,发现LOC和ROC前后可以通过0.80的曲线下面积(AUC)进行区分。此外,我们发现,伴随LOC和ROC出现的一些自主神经变化证实了关于丙泊酚作用机制的已知信息,而其他变化则为探索丙泊酚对自主神经系统的作用指明了新的方向。总体而言,我们的研究表明,意识丧失和恢复事件周围的自主神经动态变化值得进一步研究。临床意义——这引入了在全身麻醉期间用于意识丧失和恢复的自主神经生物标志物的可能性,这些生物标志物比单纯的行为追踪更为精确。

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