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一种使用现成的脑内深度电极进行啮齿动物脑电图记录和分析的新型计算方法。

A novel computational method for rodent electrographic recording and analysis using off-the-shelf intracerebral depth electrodes.

作者信息

Helton Cora, Rodgers Nicole, Klosa Payton, Van Newenhizen Erik, Hodges Matt, Jones Matt, Gupta Kunal

机构信息

Medical College of Wisconsin, Department of Neurosurgery, 8701 Watertown Plank Road, Milwaukee, WI, 53226.

Medical College of Wisconsin, Department of Cell biology, Neurobiology and Anatomy, 8701 Watertown Plank Road, Milwaukee, WI, 53226.

出版信息

MethodsX. 2024 Dec 11;14:103106. doi: 10.1016/j.mex.2024.103106. eCollection 2025 Jun.

DOI:10.1016/j.mex.2024.103106
PMID:39790365
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11714666/
Abstract

Electrographic recording of brain activity through either surface electrodes (electroencephalography, EEG) or implanted electrodes (electrocorticography, ECOG) are valuable research tools in neuroscience across many disciplines, including epilepsy, sleep science and more. Research techniques to perform recordings in rodents are wide-ranging and often require custom parts that may not be readily available. Moreover, the information required to connect individual components is often limited and can therefore be challenging to implement. The quantity of data obtained can also be large and therefore difficult to analyze manually, and existing software detection tools are often task specific and require extensive coding experience to use. In this methods paper, we provide step-by-step instructions using off-the-shelf parts for electrographic recording in mice using intracerebral depth electrodes. We also provide a novel software-based detection tool that requires limited prior coding knowledge to use and with detection parameters that can be easily customized. The method is summarized as follows:•The electrode unit is assembled and implanted;•Recordings are obtained and analyzed using the novel software tool;•This method was validated using recordings taken during status epilepticus and chronic epilepsy in the intrahippocampal kainate mouse model of temporal lobe epilepsy.

摘要

通过表面电极(脑电图,EEG)或植入电极(皮质脑电图,ECOG)进行大脑活动的电图记录,是神经科学众多学科中宝贵的研究工具,包括癫痫、睡眠科学等。在啮齿动物中进行记录的研究技术多种多样,通常需要一些可能不容易获得的定制部件。此外,连接各个组件所需的信息往往有限,因此实施起来可能具有挑战性。获得的数据量也可能很大,因此难以手动分析,而现有的软件检测工具通常是特定任务的,需要丰富的编码经验才能使用。在这篇方法论文中,我们提供了使用现成部件在小鼠中使用脑内深度电极进行电图记录的分步说明。我们还提供了一种基于软件的新型检测工具,该工具使用时所需的预先编码知识有限,并且检测参数可以轻松定制。该方法总结如下:

• 组装并植入电极单元;

• 使用新型软件工具获取并分析记录;

• 使用颞叶癫痫海马内注射红藻氨酸小鼠模型在癫痫持续状态和慢性癫痫期间进行的记录对该方法进行了验证。

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Canonical Wnt activator Chir99021 prevents epileptogenesis in the intrahippocampal kainate mouse model of temporal lobe epilepsy.经典 Wnt 激活剂 Chir99021 可预防海人酸诱导的颞叶癫痫小鼠模型中的癫痫发生。
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Telemetric electroencephalography recording in anesthetized mice-A novel system using minimally-invasive needle electrodes with a wireless OpenBCI™ Cyton Biosensing Board.
麻醉小鼠的遥测脑电图记录——一种使用带有无线OpenBCI™ Cyton生物传感板的微创针电极的新型系统。
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Transcriptome Profiling of the Hippocampal Seizure Network Implicates a Role for Wnt Signaling during Epileptogenesis in a Mouse Model of Temporal Lobe Epilepsy.颞叶癫痫小鼠模型中癫痫发生过程中海马癫痫网络的转录组谱分析表明 Wnt 信号通路的作用。
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Classification of Electroencephalogram in a Mouse Model of Traumatic Brain Injury Using Machine Learning Approaches.使用机器学习方法对创伤性脑损伤小鼠模型中的脑电图进行分类
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Enhanced setup for wired continuous long-term EEG monitoring in juvenile and adult rats: application for epilepsy and other disorders.增强型成年和幼年大鼠有线连续长期 EEG 监测设置:癫痫和其他疾病的应用。
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