硬膜外脊髓记录(ESR):刺激诱发复合动作电位中神经显现伪影的来源。

Ashlesha Deshmukh, Megan L Settell, Kevin Cheng, Bruce E Knudsen, James K Trevathan, Maria LaLuzerne, Stephan L Blanz, Aaron Skubal, Nishant Verma, Ben Benjamin Romanauski, Meagan K Brucker-Hahn, Danny Lam, Igor Lavrov, Aaron J Suminski, Douglas J Weber, Lee E Fisher, Scott F Lempka, Andrew J Shoffstall, Hyunjoo Park, Erika Ross, Mingming Zhang, Kip A Ludwig
{"title":"硬膜外脊髓记录(ESR):刺激诱发复合动作电位中神经显现伪影的来源。","authors":"Ashlesha Deshmukh, Megan L Settell, Kevin Cheng, Bruce E Knudsen, James K Trevathan, Maria LaLuzerne, Stephan L Blanz, Aaron Skubal, Nishant Verma, Ben Benjamin Romanauski, Meagan K Brucker-Hahn, Danny Lam, Igor Lavrov, Aaron J Suminski, Douglas J Weber, Lee E Fisher, Scott F Lempka, Andrew J Shoffstall, Hyunjoo Park, Erika Ross, Mingming Zhang, Kip A Ludwig","doi":"10.1088/1741-2552/ad7f8b","DOIUrl":null,"url":null,"abstract":"<p><p>Evoked compound action potentials (ECAPs) measured during epidural spinal cord stimulation (SCS) can help elucidate fundamental mechanisms for the treatment of pain and inform closed-loop control of SCS. Previous studies have used ECAPs to characterize neural responses to various neuromodulation therapies and have demonstrated that ECAPs are highly prone to multiple sources of artifact, including post-stimulus pulse capacitive artifact, electromyography (EMG) bleed-through, and motion artifact. However, a thorough characterization has yet to be performed for how these sources of artifact may contaminate recordings within the temporal window commonly used to determine activation of A-beta fibers in a large animal model.&#xD;We characterized sources of artifacts that can contaminate the recording of ECAPs in an epidural SCS swine model using the Abbott Octrode™ lead. Spinal ECAP recordings can be contaminated by capacitive artifact, short latency EMG from nearby muscles of the back, and motion artifact. The capacitive artifact can appear nearly identical in duration and waveshape to evoked A-beta responses. EMG bleed-through can have phase shifts across the electrode array, similar to the phase shift anticipated by propagation of an evoked A-beta fiber response. The short latency EMG is often evident at currents similar to those needed to activate A-beta fibers associated with the treatment of pain. Changes in CSF between the cord and dura, and motion induced during breathing created a cyclic oscillation in all evoked components of recorded ECAPs. &#xD;Controls must be implemented to separate neural signal from sources of artifact in SCS ECAPs. We suggest experimental procedures and reporting requirements necessary to disambiguate underlying neural response from these confounds. These data are important to better understand the framework for recorded ESRs, with components such as ECAPs, EMG, and artifacts, and have important implications for closed-loop control algorithms to account for transient motion such as postural changes and cough.</p>","PeriodicalId":94096,"journal":{"name":"Journal of neural engineering","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Epidural Spinal Cord Recordings (ESRs): sources of neural-appearing artifact in stimulation evoked compound action potentials.\",\"authors\":\"Ashlesha Deshmukh, Megan L Settell, Kevin Cheng, Bruce E Knudsen, James K Trevathan, Maria LaLuzerne, Stephan L Blanz, Aaron Skubal, Nishant Verma, Ben Benjamin Romanauski, Meagan K Brucker-Hahn, Danny Lam, Igor Lavrov, Aaron J Suminski, Douglas J Weber, Lee E Fisher, Scott F Lempka, Andrew J Shoffstall, Hyunjoo Park, Erika Ross, Mingming Zhang, Kip A Ludwig\",\"doi\":\"10.1088/1741-2552/ad7f8b\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Evoked compound action potentials (ECAPs) measured during epidural spinal cord stimulation (SCS) can help elucidate fundamental mechanisms for the treatment of pain and inform closed-loop control of SCS. Previous studies have used ECAPs to characterize neural responses to various neuromodulation therapies and have demonstrated that ECAPs are highly prone to multiple sources of artifact, including post-stimulus pulse capacitive artifact, electromyography (EMG) bleed-through, and motion artifact. However, a thorough characterization has yet to be performed for how these sources of artifact may contaminate recordings within the temporal window commonly used to determine activation of A-beta fibers in a large animal model.&#xD;We characterized sources of artifacts that can contaminate the recording of ECAPs in an epidural SCS swine model using the Abbott Octrode™ lead. Spinal ECAP recordings can be contaminated by capacitive artifact, short latency EMG from nearby muscles of the back, and motion artifact. The capacitive artifact can appear nearly identical in duration and waveshape to evoked A-beta responses. EMG bleed-through can have phase shifts across the electrode array, similar to the phase shift anticipated by propagation of an evoked A-beta fiber response. The short latency EMG is often evident at currents similar to those needed to activate A-beta fibers associated with the treatment of pain. Changes in CSF between the cord and dura, and motion induced during breathing created a cyclic oscillation in all evoked components of recorded ECAPs. &#xD;Controls must be implemented to separate neural signal from sources of artifact in SCS ECAPs. We suggest experimental procedures and reporting requirements necessary to disambiguate underlying neural response from these confounds. These data are important to better understand the framework for recorded ESRs, with components such as ECAPs, EMG, and artifacts, and have important implications for closed-loop control algorithms to account for transient motion such as postural changes and cough.</p>\",\"PeriodicalId\":94096,\"journal\":{\"name\":\"Journal of neural engineering\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of neural engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1088/1741-2552/ad7f8b\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of neural engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1088/1741-2552/ad7f8b","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

在硬膜外脊髓刺激(SCS)过程中测量的诱发复合动作电位(ECAP)有助于阐明治疗疼痛的基本机制,并为 SCS 的闭环控制提供信息。以往的研究利用 ECAPs 来描述神经对各种神经调控疗法的反应,结果表明 ECAPs 极易受到多种伪影来源的影响,包括刺激后脉冲电容伪影、肌电图 (EMG) 渗漏和运动伪影。我们利用雅培 Octrode™ 导联描述了在硬膜外 SCS 猪模型中记录 ECAP 时可能受到污染的伪影来源。脊髓 ECAP 记录可能受到电容伪影、来自背部附近肌肉的短潜伏 EMG 和运动伪影的污染。电容伪影的持续时间和波形与诱发的 A-beta 反应几乎相同。EMG 渗漏会在整个电极阵列中产生相移,类似于诱发 A-beta 纤维反应传播所预期的相移。短潜伏期 EMG 通常在电流与激活与疼痛治疗相关的 A-beta 纤维所需的电流相似时表现明显。脊髓和硬脊膜之间 CSF 的变化以及呼吸时引起的运动会在记录的 ECAP 的所有诱发成分中产生周期性振荡。我们提出了必要的实验程序和报告要求,以便将潜在的神经反应与这些干扰因素区分开来。这些数据对于更好地理解记录的 ESR(包括 ECAP、EMG 和伪影)的框架非常重要,并且对考虑瞬态运动(如姿势变化和咳嗽)的闭环控制算法具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Epidural Spinal Cord Recordings (ESRs): sources of neural-appearing artifact in stimulation evoked compound action potentials.

Evoked compound action potentials (ECAPs) measured during epidural spinal cord stimulation (SCS) can help elucidate fundamental mechanisms for the treatment of pain and inform closed-loop control of SCS. Previous studies have used ECAPs to characterize neural responses to various neuromodulation therapies and have demonstrated that ECAPs are highly prone to multiple sources of artifact, including post-stimulus pulse capacitive artifact, electromyography (EMG) bleed-through, and motion artifact. However, a thorough characterization has yet to be performed for how these sources of artifact may contaminate recordings within the temporal window commonly used to determine activation of A-beta fibers in a large animal model. We characterized sources of artifacts that can contaminate the recording of ECAPs in an epidural SCS swine model using the Abbott Octrode™ lead. Spinal ECAP recordings can be contaminated by capacitive artifact, short latency EMG from nearby muscles of the back, and motion artifact. The capacitive artifact can appear nearly identical in duration and waveshape to evoked A-beta responses. EMG bleed-through can have phase shifts across the electrode array, similar to the phase shift anticipated by propagation of an evoked A-beta fiber response. The short latency EMG is often evident at currents similar to those needed to activate A-beta fibers associated with the treatment of pain. Changes in CSF between the cord and dura, and motion induced during breathing created a cyclic oscillation in all evoked components of recorded ECAPs. Controls must be implemented to separate neural signal from sources of artifact in SCS ECAPs. We suggest experimental procedures and reporting requirements necessary to disambiguate underlying neural response from these confounds. These data are important to better understand the framework for recorded ESRs, with components such as ECAPs, EMG, and artifacts, and have important implications for closed-loop control algorithms to account for transient motion such as postural changes and cough.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Temporal attention fusion network with custom loss function for EEG-fNIRS classification. Classification of hand movements from EEG using a FusionNet based LSTM network. Frequency-dependent phase entrainment of cortical cell types during tACS: computational modeling evidence. Patient-specific visual neglect severity estimation for stroke patients with neglect using EEG. SSVEP modulation via non-volitional neurofeedback: An in silico proof of concept.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1