• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

脑机接口中心电图污染对手术植入部位的敏感性。

The sensitivity of ECG contamination to surgical implantation site in brain computer interfaces.

机构信息

Movement Disorder and Neuromodulation Unit, Department of Neurology, Charité - Universitätsmedizin Berlin, Chariteplatz 1, 10117, Berlin, Germany.

MRC Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, United Kingdom.

出版信息

Brain Stimul. 2021 Sep-Oct;14(5):1301-1306. doi: 10.1016/j.brs.2021.08.016. Epub 2021 Aug 21.

DOI:10.1016/j.brs.2021.08.016
PMID:34428554
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8460992/
Abstract

BACKGROUND

Brain sensing devices are approved today for Parkinson's, essential tremor, and epilepsy therapies. Clinical decisions for implants are often influenced by the premise that patients will benefit from using sensing technology. However, artifacts, such as ECG contamination, can render such treatments unreliable. Therefore, clinicians need to understand how surgical decisions may affect artifact probability.

OBJECTIVES

Investigate neural signal contamination with ECG activity in sensing enabled neurostimulation systems, and in particular clinical choices such as implant location that impact signal fidelity.

METHODS

Electric field modeling and empirical signals from 85 patients were used to investigate the relationship between implant location and ECG contamination.

RESULTS

The impact on neural recordings depends on the difference between ECG signal and noise floor of the electrophysiological recording. Empirically, we demonstrate that severe ECG contamination was more than 3.2x higher in left-sided subclavicular implants (48.3%), when compared to right-sided implants (15.3%). Cranial implants did not show ECG contamination.

CONCLUSIONS

Given the relative frequency of corrupted neural signals, we conclude that implant location will impact the ability of brain sensing devices to be used for "closed-loop" algorithms. Clinical adjustments such as implant location can significantly affect signal integrity and need consideration.

摘要

背景

脑传感设备如今已获准用于帕金森病、原发性震颤和癫痫的治疗。植入物的临床决策通常基于这样的前提,即患者将从传感技术的使用中受益。然而,心电图(ECG)污染等伪影会使此类治疗变得不可靠。因此,临床医生需要了解手术决策如何影响伪影的概率。

目的

研究在启用感应功能的神经刺激系统中,ECG 活动对神经信号的污染情况,特别是研究对信号保真度有影响的临床选择,如植入物位置。

方法

利用 85 名患者的电场建模和实际信号,研究植入物位置与 ECG 污染之间的关系。

结果

植入物位置对神经记录的影响取决于 ECG 信号与电生理记录噪声基底之间的差异。从经验上看,与右侧植入物(15.3%)相比,左侧锁骨下植入物(48.3%)的 ECG 污染严重程度高出 3.2 倍以上。颅内置入物未显示 ECG 污染。

结论

鉴于神经信号污染的相对频率,我们得出结论,植入物位置将影响脑传感设备用于“闭环”算法的能力。临床调整,如植入物位置,可能会显著影响信号完整性,需要加以考虑。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7153/8460992/d94335c531c3/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7153/8460992/d94335c531c3/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7153/8460992/d94335c531c3/gr1.jpg

相似文献

1
The sensitivity of ECG contamination to surgical implantation site in brain computer interfaces.脑机接口中心电图污染对手术植入部位的敏感性。
Brain Stimul. 2021 Sep-Oct;14(5):1301-1306. doi: 10.1016/j.brs.2021.08.016. Epub 2021 Aug 21.
2
Removal of Electrocardiogram Artifacts From Local Field Potentials Recorded by Sensing-Enabled Neurostimulator.从具备传感功能的神经刺激器记录的局部场电位中去除心电图伪迹
Front Neurosci. 2021 Apr 12;15:637274. doi: 10.3389/fnins.2021.637274. eCollection 2021.
3
Artifact Characterization and a Multipurpose Template-Based Offline Removal Solution for a Sensing-Enabled Deep Brain Stimulation Device.用于感应式深部脑刺激设备的制品特征描述和基于多用途模板的离线去除解决方案。
Stereotact Funct Neurosurg. 2022;100(3):168-183. doi: 10.1159/000521431. Epub 2022 Feb 7.
4
Chronic multisite brain recordings from a totally implantable bidirectional neural interface: experience in 5 patients with Parkinson's disease.慢性多部位脑记录来自完全可植入的双向神经接口:5 例帕金森病患者的经验。
J Neurosurg. 2018 Feb;128(2):605-616. doi: 10.3171/2016.11.JNS161162. Epub 2017 Apr 14.
5
A method to extract realistic artifacts from electrocardiogram recordings for robust algorithm testing.一种从心电图记录中提取逼真伪迹以进行稳健算法测试的方法。
J Electrocardiol. 2018 Nov-Dec;51(6S):S56-S60. doi: 10.1016/j.jelectrocard.2018.08.023. Epub 2018 Aug 18.
6
A Novel Framework for Motion-Tolerant Instantaneous Heart Rate Estimation by Phase-Domain Multiview Dynamic Time Warping.基于相域多视图动态时间规整的运动容忍瞬时心率估计新框架
IEEE Trans Biomed Eng. 2017 Nov;64(11):2562-2574. doi: 10.1109/TBME.2016.2640309.
7
Cancellation of artifacts in ECG signals using a normalized adaptive neural filter.使用归一化自适应神经滤波器消除心电图信号中的伪迹。
Annu Int Conf IEEE Eng Med Biol Soc. 2007;2007:2552-5. doi: 10.1109/IEMBS.2007.4352849.
8
Neural signal data collection and analysis of Percept™ PC BrainSense recordings for thalamic stimulation in epilepsy.用于癫痫丘脑刺激的Percept™ PC BrainSense记录的神经信号数据收集与分析
J Neural Eng. 2024 Feb 6;21(1). doi: 10.1088/1741-2552/ad1dc3.
9
Using the Redundant Convolutional Encoder-Decoder to Denoise QRS Complexes in ECG Signals Recorded with an Armband Wearable Device.使用冗余卷积编解码器对臂带式可穿戴设备记录的 ECG 信号中的 QRS 复合波进行去噪。
Sensors (Basel). 2020 Aug 17;20(16):4611. doi: 10.3390/s20164611.
10
ECG denoising based on the empirical mode decomposition.基于经验模态分解的心电图去噪
Conf Proc IEEE Eng Med Biol Soc. 2006;2006:1-4. doi: 10.1109/IEMBS.2006.259340.

引用本文的文献

1
Combining magnetoencephalography with telemetric streaming of intracranial recordings and deep brain stimulation-A feasibility study.结合脑磁图与颅内记录的遥测传输及深部脑刺激——一项可行性研究
Imaging Neurosci (Camb). 2023 Nov 7;1. doi: 10.1162/imag_a_00029. eCollection 2023.
2
Gamma entrainment induced by deep brain stimulation as a biomarker for motor improvement with neuromodulation.深部脑刺激诱导的γ节律同步作为神经调节改善运动功能的生物标志物。
Nat Commun. 2025 Mar 26;16(1):2956. doi: 10.1038/s41467-025-58132-7.
3
Finely Tuned γ Tracks Medication Cycles in Parkinson's Disease: An Ambulatory Brain-Sense Study.

本文引用的文献

1
Embedded adaptive deep brain stimulation for cervical dystonia controlled by motor cortex theta oscillations.由运动皮层θ振荡控制的用于颈部肌张力障碍的嵌入式自适应深部脑刺激
Exp Neurol. 2021 Nov;345:113825. doi: 10.1016/j.expneurol.2021.113825. Epub 2021 Jul 28.
2
Long-term wireless streaming of neural recordings for circuit discovery and adaptive stimulation in individuals with Parkinson's disease.长期无线传输神经记录以用于个体帕金森病患者的电路发现和自适应刺激。
Nat Biotechnol. 2021 Sep;39(9):1078-1085. doi: 10.1038/s41587-021-00897-5. Epub 2021 May 3.
3
Removal of Electrocardiogram Artifacts From Local Field Potentials Recorded by Sensing-Enabled Neurostimulator.
帕金森病中精细调整的γ轨迹药物治疗周期:一项动态脑感知研究
Mov Disord. 2025 May;40(5):881-895. doi: 10.1002/mds.30160. Epub 2025 Mar 13.
4
Could adaptive deep brain stimulation treat freezing of gait in Parkinson's disease?适应性深部脑刺激能否治疗帕金森病的步态冻结?
J Neurol. 2025 Mar 12;272(4):267. doi: 10.1007/s00415-025-13000-8.
5
Challenges and opportunities of acquiring cortical recordings for chronic adaptive deep brain stimulation.获取用于慢性适应性深部脑刺激的皮层记录的挑战与机遇
Nat Biomed Eng. 2025 May;9(5):606-617. doi: 10.1038/s41551-024-01314-3. Epub 2024 Dec 27.
6
Chronic adaptive deep brain stimulation versus conventional stimulation in Parkinson's disease: a blinded randomized feasibility trial.慢性适应性脑深部电刺激与帕金森病常规刺激的比较:一项盲法随机可行性试验。
Nat Med. 2024 Nov;30(11):3345-3356. doi: 10.1038/s41591-024-03196-z. Epub 2024 Aug 19.
7
Chronic intracranial recordings in the globus pallidus reveal circadian rhythms in Parkinson's disease.慢性颅内记录显示帕金森病的苍白球存在昼夜节律。
Nat Commun. 2024 May 30;15(1):4602. doi: 10.1038/s41467-024-48732-0.
8
Generalized sleep decoding with basal ganglia signals in multiple movement disorders.利用基底神经节信号对多种运动障碍进行广义睡眠解码
NPJ Digit Med. 2024 May 10;7(1):122. doi: 10.1038/s41746-024-01115-7.
9
Modulation of subthalamic beta oscillations by movement, dopamine, and deep brain stimulation in Parkinson's disease.帕金森病中运动、多巴胺及深部脑刺激对丘脑底核β振荡的调节作用
NPJ Parkinsons Dis. 2024 Apr 5;10(1):77. doi: 10.1038/s41531-024-00693-3.
10
Multi-night cortico-basal recordings reveal mechanisms of NREM slow-wave suppression and spontaneous awakenings in Parkinson's disease.多夜皮质-基底记录揭示了帕金森病中 NREM 慢波抑制和自发性觉醒的机制。
Nat Commun. 2024 Feb 27;15(1):1793. doi: 10.1038/s41467-024-46002-7.
从具备传感功能的神经刺激器记录的局部场电位中去除心电图伪迹
Front Neurosci. 2021 Apr 12;15:637274. doi: 10.3389/fnins.2021.637274. eCollection 2021.
4
Physiological Artifacts and the Implications for Brain-Machine-Interface Design.生理伪迹及其对脑机接口设计的影响。
Conf Proc IEEE Int Conf Syst Man Cybern. 2020 Oct;2020:1498-1504. doi: 10.1109/SMC42975.2020.9283328.
5
Modulation of beta bursts in subthalamic sensorimotor circuits predicts improvement in bradykinesia.调制丘脑底核感觉运动回路中的β爆发可预测运动迟缓的改善。
Brain. 2021 Mar 3;144(2):473-486. doi: 10.1093/brain/awaa394.
6
Chronic embedded cortico-thalamic closed-loop deep brain stimulation for the treatment of essential tremor.慢性植入式皮质-丘脑闭环深部脑刺激治疗特发性震颤
Sci Transl Med. 2020 Dec 2;12(572). doi: 10.1126/scitranslmed.aay7680.
7
Technology of deep brain stimulation: current status and future directions.深部脑刺激技术:现状与未来方向。
Nat Rev Neurol. 2021 Feb;17(2):75-87. doi: 10.1038/s41582-020-00426-z. Epub 2020 Nov 26.
8
Emerging technologies for improved deep brain stimulation.新兴技术可改善深部脑刺激。
Nat Biotechnol. 2019 Sep;37(9):1024-1033. doi: 10.1038/s41587-019-0244-6. Epub 2019 Sep 2.
9
Association of Closed-Loop Brain Stimulation Neurophysiological Features With Seizure Control Among Patients With Focal Epilepsy.闭环脑刺激神经生理学特征与局灶性癫痫患者癫痫控制的关联。
JAMA Neurol. 2019 Jul 1;76(7):800-808. doi: 10.1001/jamaneurol.2019.0658.
10
Decoding voluntary movements and postural tremor based on thalamic LFPs as a basis for closed-loop stimulation for essential tremor.基于丘脑 LFPs 解码自主运动和姿势性震颤,为原发性震颤的闭环刺激提供依据。
Brain Stimul. 2019 Jul-Aug;12(4):858-867. doi: 10.1016/j.brs.2019.02.011. Epub 2019 Feb 21.