Suppr超能文献

脑震荡诱发皮质扩布性去极化的数值模拟,以优化非侵入性视觉检测的直流电-脑电图电极间距。

Numerical Simulation of Concussive-Generated Cortical Spreading Depolarization to Optimize DC-EEG Electrode Spacing for Noninvasive Visual Detection.

机构信息

CerebroScope, SciencePlusPlease LLC, Pittsburgh, PA, USA.

SimulationSolutions, Pittsburgh, PA, USA.

出版信息

Neurocrit Care. 2022 Jun;37(Suppl 1):67-82. doi: 10.1007/s12028-021-01430-x. Epub 2022 Mar 1.

Abstract

BACKGROUND

Cortical spreading depolarization (SD) is a propagating depolarization wave of neurons and glial cells in the cerebral gray matter. SD occurs in all forms of severe acute brain injury, as documented by using invasive detection methods. Based on many experimental studies of mechanical brain deformation and concussion, the occurrence of SDs in human concussion has often been hypothesized. However, this hypothesis cannot be confirmed in humans, as SDs can only be detected with invasive detection methods that would require either a craniotomy or a burr hole to be performed on athletes. Typical electroencephalography electrodes, placed on the scalp, can help detect the possible presence of SD but have not been able to accurately and reliably identify SDs.

METHODS

To explore the possibility of a noninvasive method to resolve this hurdle, we developed a finite element numerical model that simulates scalp voltage changes that are induced by a brain surface SD. We then compared our simulation results with retrospectively evaluated data in patients with aneurysmal subarachnoid hemorrhage from Drenckhahn et al. (Brain 135:853, 2012).

RESULTS

The ratio of peak scalp to simulated peak cortical voltage, Vscalp/Vcortex, was 0.0735, whereas the ratio from the retrospectively evaluated data was 0.0316 (0.0221, 0.0527) (median [1st quartile, 3rd quartile], n = 161, p < 0.001, one sample Wilcoxon signed-rank test). These differing values provide validation because their differences can be attributed to differences in shape between concussive SDs and aneurysmal subarachnoid hemorrhage SDs, as well as the inherent limitations in human study voltage measurements. This simulated scalp surface potential was used to design a virtual scalp detection array. Error analysis and visual reconstruction showed that 1 cm is the optimal electrode spacing to visually identify the propagating scalp voltage from a cortical SD. Electrode spacings of 2 cm and above produce distorted images and high errors in the reconstructed image.

CONCLUSIONS

Our analysis suggests that concussive (and other) SDs can be detected from the scalp, which could confirm SD occurrence in human concussion, provide concussion diagnosis on the basis of an underlying physiological mechanism, and lead to noninvasive SD detection in the setting of severe acute brain injury.

摘要

背景

皮质扩散性去极化(SD)是大脑灰质中神经元和神经胶质细胞的传播性去极化波。SD 发生在所有形式的严重急性脑损伤中,这已通过使用侵入性检测方法得到证实。基于对机械性脑变形和脑震荡的许多实验研究,人们经常假设 SD 也会出现在人类脑震荡中。然而,由于只能通过需要对运动员进行开颅或颅骨钻孔的侵入性检测方法来检测 SD,因此该假设无法在人类中得到证实。典型的脑电图电极放置在头皮上,可以帮助检测 SD 的可能存在,但未能准确可靠地识别 SD。

方法

为了探索一种非侵入性方法来解决这一难题,我们开发了一个有限元数值模型,该模型模拟了由脑表面 SD 引起的头皮电压变化。然后,我们将我们的模拟结果与 Drenckhahn 等人回顾性评估的蛛网膜下腔出血患者的数据进行了比较(Brain 135:853, 2012)。

结果

头皮峰值与模拟皮质峰值的比值,Vscalp/Vcortex,为 0.0735,而回顾性评估数据的比值为 0.0316(0.0221, 0.0527)(中位数[1 四分位数,3 四分位数],n=161,p<0.001,单样本 Wilcoxon 符号秩检验)。这些不同的值提供了验证,因为它们的差异可以归因于脑震荡性 SD 和蛛网膜下腔出血性 SD 之间的形状差异,以及人体研究电压测量中的固有局限性。这个模拟头皮表面电位被用来设计一个虚拟的头皮检测阵列。误差分析和视觉重建表明,1cm 是最佳电极间距,可以从皮质 SD 中视觉识别传播的头皮电压。电极间距为 2cm 及以上会产生失真的图像和重建图像中的高误差。

结论

我们的分析表明,可以从头皮上检测到脑震荡性(和其他)SD,这可以确认人类脑震荡中 SD 的发生,基于潜在的生理机制进行脑震荡诊断,并导致严重急性脑损伤中的非侵入性 SD 检测。

相似文献

4
Correlates of spreading depolarization in human scalp electroencephalography.
Brain. 2012 Mar;135(Pt 3):853-68. doi: 10.1093/brain/aws010.
6
Detection of spreading depolarization with intraparenchymal electrodes in the injured human brain.
Neurocrit Care. 2014 Feb;20(1):21-31. doi: 10.1007/s12028-013-9938-7.
7
8
Spreading depression in continuous electroencephalography of brain trauma.
Ann Neurol. 2014 Nov;76(5):681-94. doi: 10.1002/ana.24256. Epub 2014 Sep 17.
9
Real-Time Non-Invasive Imaging and Detection of Spreading Depolarizations through EEG: An Ultra-Light Explainable Deep Learning Approach.
IEEE J Biomed Health Inform. 2024 Oct;28(10):5780-5791. doi: 10.1109/JBHI.2024.3370502. Epub 2024 Oct 3.
10
Early focal brain injury after subarachnoid hemorrhage correlates with spreading depolarizations.
Neurology. 2019 Jan 22;92(4):e326-e341. doi: 10.1212/WNL.0000000000006814. Epub 2018 Dec 28.

引用本文的文献

3
Cerebral autoregulation, spreading depolarization, and implications for targeted therapy in brain injury and ischemia.
Rev Neurosci. 2024 Apr 8;35(6):651-678. doi: 10.1515/revneuro-2024-0028. Print 2024 Aug 27.
6
Oxyhemoglobin and Cerebral Blood Flow Transients Detect Infarction in Rat Focal Brain Ischemia.
Neuroscience. 2023 Jan 15;509:132-144. doi: 10.1016/j.neuroscience.2022.11.028. Epub 2022 Nov 29.
7
Increased Direct Current-Electroencephalography Shifts During Induction of Anesthesia in Elderly Patients Developing Postoperative Delirium.
Front Aging Neurosci. 2022 Jun 28;14:921139. doi: 10.3389/fnagi.2022.921139. eCollection 2022.
8
Introduction to Spreading Depolarizations Special Edition Volume 2.
Neurocrit Care. 2022 Jun;37(Suppl 1):1-2. doi: 10.1007/s12028-022-01554-8.

本文引用的文献

1
First Report of Spreading Depolarization Correlates on Scalp EEG Confirmed with a Depth Electrode.
Neurocrit Care. 2021 Oct;35(Suppl 2):100-104. doi: 10.1007/s12028-021-01360-8. Epub 2021 Oct 6.
2
Malignant astrocyte swelling and impaired glutamate clearance drive the expansion of injurious spreading depolarization foci.
J Cereb Blood Flow Metab. 2022 Apr;42(4):584-599. doi: 10.1177/0271678X211040056. Epub 2021 Aug 24.
3
Neural silences can be localized rapidly using noninvasive scalp EEG.
Commun Biol. 2021 Mar 30;4(1):429. doi: 10.1038/s42003-021-01768-0.
4
Mechanosensation in traumatic brain injury.
Neurobiol Dis. 2021 Jan;148:105210. doi: 10.1016/j.nbd.2020.105210. Epub 2020 Nov 28.
5
Rapid hematoma growth triggers spreading depolarizations in experimental intracortical hemorrhage.
J Cereb Blood Flow Metab. 2021 Jun;41(6):1264-1276. doi: 10.1177/0271678X20951993. Epub 2020 Sep 16.
6
'Concussion' is not a true diagnosis.
Nat Rev Neurol. 2020 Sep;16(9):457-458. doi: 10.1038/s41582-020-0382-y.
7
Definition and epidemiology of mild traumatic brain injury.
Neurochirurgie. 2021 May;67(3):218-221. doi: 10.1016/j.neuchi.2020.02.002. Epub 2020 May 6.
8
Cerebrospinal fluid influx drives acute ischemic tissue swelling.
Science. 2020 Mar 13;367(6483). doi: 10.1126/science.aax7171. Epub 2020 Jan 30.
10
Spreading Depolarizations Occur in Mild Traumatic Brain Injuries and Are Associated with Postinjury Behavior.
eNeuro. 2019 Dec 4;6(6). doi: 10.1523/ENEURO.0070-19.2019. Print 2019 Nov/Dec.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验