多巴胺和脑深部刺激加速了帕金森病患者意志行动的神经动态变化。

IF 10.6 1区 医学 Q1 CLINICAL NEUROLOGY Brain Pub Date : 2024-10-03 DOI:10.1093/brain/awae219
Richard M Köhler, Thomas S Binns, Timon Merk, Guanyu Zhu, Zixiao Yin, Baotian Zhao, Meera Chikermane, Jojo Vanhoecke, Johannes L Busch, Jeroen G V Habets, Katharina Faust, Gerd-Helge Schneider, Alessia Cavallo, Stefan Haufe, Jianguo Zhang, Andrea A Kühn, John-Dylan Haynes, Wolf-Julian Neumann
{"title":"多巴胺和脑深部刺激加速了帕金森病患者意志行动的神经动态变化。","authors":"Richard M Köhler, Thomas S Binns, Timon Merk, Guanyu Zhu, Zixiao Yin, Baotian Zhao, Meera Chikermane, Jojo Vanhoecke, Johannes L Busch, Jeroen G V Habets, Katharina Faust, Gerd-Helge Schneider, Alessia Cavallo, Stefan Haufe, Jianguo Zhang, Andrea A Kühn, John-Dylan Haynes, Wolf-Julian Neumann","doi":"10.1093/brain/awae219","DOIUrl":null,"url":null,"abstract":"<p><p>The ability to initiate volitional action is fundamental to human behaviour. Loss of dopaminergic neurons in Parkinson's disease is associated with impaired action initiation, also termed akinesia. Both dopamine and subthalamic deep brain stimulation (DBS) can alleviate akinesia, but the underlying mechanisms are unknown. An important question is whether dopamine and DBS facilitate de novo build-up of neural dynamics for motor execution or accelerate existing cortical movement initiation signals through shared modulatory circuit effects. Answering these questions can provide the foundation for new closed-loop neurotherapies with adaptive DBS, but the objectification of neural processing delays prior to performance of volitional action remains a significant challenge. To overcome this challenge, we studied readiness potentials and trained brain signal decoders on invasive neurophysiology signals in 25 DBS patients (12 female) with Parkinson's disease during performance of self-initiated movements. Combined sensorimotor cortex electrocorticography and subthalamic local field potential recordings were performed OFF therapy (n = 22), ON dopaminergic medication (n = 18) and on subthalamic deep brain stimulation (n = 8). This allowed us to compare their therapeutic effects on neural latencies between the earliest cortical representation of movement intention as decoded by linear discriminant analysis classifiers and onset of muscle activation recorded with electromyography. In the hypodopaminergic OFF state, we observed long latencies between motor intention and motor execution for readiness potentials and machine learning classifications. Both, dopamine and DBS significantly shortened these latencies, hinting towards a shared therapeutic mechanism for alleviation of akinesia. To investigate this further, we analysed directional cortico-subthalamic oscillatory communication with multivariate granger causality. Strikingly, we found that both therapies independently shifted cortico-subthalamic oscillatory information flow from antikinetic beta (13-35 Hz) to prokinetic theta (4-10 Hz) rhythms, which was correlated with latencies in motor execution. Our study reveals a shared brain network modulation pattern of dopamine and DBS that may underlie the acceleration of neural dynamics for augmentation of movement initiation in Parkinson's disease. Instead of producing or increasing preparatory brain signals, both therapies modulate oscillatory communication. These insights provide a link between the pathophysiology of akinesia and its' therapeutic alleviation with oscillatory network changes in other non-motor and motor domains, e.g. related to hyperkinesia or effort and reward perception. In the future, our study may inspire the development of clinical brain computer interfaces based on brain signal decoders to provide temporally precise support for action initiation in patients with brain disorders.</p>","PeriodicalId":9063,"journal":{"name":"Brain","volume":null,"pages":null},"PeriodicalIF":10.6000,"publicationDate":"2024-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11449126/pdf/","citationCount":"0","resultStr":"{\"title\":\"Dopamine and deep brain stimulation accelerate the neural dynamics of volitional action in Parkinson's disease.\",\"authors\":\"Richard M Köhler, Thomas S Binns, Timon Merk, Guanyu Zhu, Zixiao Yin, Baotian Zhao, Meera Chikermane, Jojo Vanhoecke, Johannes L Busch, Jeroen G V Habets, Katharina Faust, Gerd-Helge Schneider, Alessia Cavallo, Stefan Haufe, Jianguo Zhang, Andrea A Kühn, John-Dylan Haynes, Wolf-Julian Neumann\",\"doi\":\"10.1093/brain/awae219\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The ability to initiate volitional action is fundamental to human behaviour. Loss of dopaminergic neurons in Parkinson's disease is associated with impaired action initiation, also termed akinesia. Both dopamine and subthalamic deep brain stimulation (DBS) can alleviate akinesia, but the underlying mechanisms are unknown. An important question is whether dopamine and DBS facilitate de novo build-up of neural dynamics for motor execution or accelerate existing cortical movement initiation signals through shared modulatory circuit effects. Answering these questions can provide the foundation for new closed-loop neurotherapies with adaptive DBS, but the objectification of neural processing delays prior to performance of volitional action remains a significant challenge. To overcome this challenge, we studied readiness potentials and trained brain signal decoders on invasive neurophysiology signals in 25 DBS patients (12 female) with Parkinson's disease during performance of self-initiated movements. Combined sensorimotor cortex electrocorticography and subthalamic local field potential recordings were performed OFF therapy (n = 22), ON dopaminergic medication (n = 18) and on subthalamic deep brain stimulation (n = 8). This allowed us to compare their therapeutic effects on neural latencies between the earliest cortical representation of movement intention as decoded by linear discriminant analysis classifiers and onset of muscle activation recorded with electromyography. In the hypodopaminergic OFF state, we observed long latencies between motor intention and motor execution for readiness potentials and machine learning classifications. Both, dopamine and DBS significantly shortened these latencies, hinting towards a shared therapeutic mechanism for alleviation of akinesia. To investigate this further, we analysed directional cortico-subthalamic oscillatory communication with multivariate granger causality. Strikingly, we found that both therapies independently shifted cortico-subthalamic oscillatory information flow from antikinetic beta (13-35 Hz) to prokinetic theta (4-10 Hz) rhythms, which was correlated with latencies in motor execution. Our study reveals a shared brain network modulation pattern of dopamine and DBS that may underlie the acceleration of neural dynamics for augmentation of movement initiation in Parkinson's disease. Instead of producing or increasing preparatory brain signals, both therapies modulate oscillatory communication. These insights provide a link between the pathophysiology of akinesia and its' therapeutic alleviation with oscillatory network changes in other non-motor and motor domains, e.g. related to hyperkinesia or effort and reward perception. In the future, our study may inspire the development of clinical brain computer interfaces based on brain signal decoders to provide temporally precise support for action initiation in patients with brain disorders.</p>\",\"PeriodicalId\":9063,\"journal\":{\"name\":\"Brain\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":10.6000,\"publicationDate\":\"2024-10-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11449126/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Brain\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1093/brain/awae219\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CLINICAL NEUROLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Brain","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/brain/awae219","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0

摘要

启动意志行动的能力是人类行为的基础。帕金森病患者多巴胺能神经元的缺失与行动启动能力受损(也称为运动障碍)有关。多巴胺和丘脑下深部脑刺激(DBS)均可减轻运动障碍,但其潜在机制尚不清楚。一个重要的问题是,多巴胺和 DBS 是否能促进运动执行神经动力的重新建立,或通过共同的调节回路效应加速现有的皮层运动启动信号。回答这些问题可以为使用自适应 DBS 的新闭环神经疗法奠定基础,但如何客观地确定在执行意志动作之前的神经处理延迟仍然是一个重大挑战。为了克服这一挑战,我们研究了 25 名 DBS 帕金森病患者(12 名女性)在进行自主运动时的准备电位,并对侵入性神经生理学信号的脑信号解码器进行了训练。我们分别对接受多巴胺能药物治疗的患者(22 人)、接受多巴胺能药物治疗的患者(18 人)和接受丘脑下深部脑刺激的患者(8 人)进行了感觉运动皮层电皮质图(ECoG)和丘脑下局部场电位(LFP)联合记录。这样,我们就能比较它们对线性判别分析分类器解码的运动意向的最早皮层表征与肌电图(EMG)记录的肌肉激活开始之间的神经潜伏期的治疗效果。在低多巴胺能关闭状态下,我们观察到准备电位和机器学习分类在运动意向和运动执行之间的潜伏期较长。多巴胺和 DBS 都能显著缩短这些潜伏期,这暗示了缓解运动障碍的共同治疗机制。为了进一步研究这一点,我们利用多变量格兰杰因果关系分析了皮质-丘脑下振荡的定向交流。令人震惊的是,我们发现这两种疗法都独立地将皮质-丘脑振荡信息流从抗运动β(13-35赫兹)转向了促运动θ(4-10赫兹)节律,这与运动执行的潜伏期相关。我们的研究揭示了多巴胺和 DBS 的共同脑网络调节模式,它可能是加速神经动力学以增强帕金森病患者运动启动的基础。这两种疗法不是产生或增加准备性大脑信号,而是调节振荡通信。这些见解为运动障碍的病理生理学及其治疗缓解与其他非运动和运动领域的振荡网络变化(如与过度运动或努力和奖赏感知相关的振荡网络变化)之间提供了联系。未来,我们的研究可能会启发开发基于脑信号解码器的临床脑计算机接口,为脑部疾病患者的行动启动提供时间上的精确支持。
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
Dopamine and deep brain stimulation accelerate the neural dynamics of volitional action in Parkinson's disease.

The ability to initiate volitional action is fundamental to human behaviour. Loss of dopaminergic neurons in Parkinson's disease is associated with impaired action initiation, also termed akinesia. Both dopamine and subthalamic deep brain stimulation (DBS) can alleviate akinesia, but the underlying mechanisms are unknown. An important question is whether dopamine and DBS facilitate de novo build-up of neural dynamics for motor execution or accelerate existing cortical movement initiation signals through shared modulatory circuit effects. Answering these questions can provide the foundation for new closed-loop neurotherapies with adaptive DBS, but the objectification of neural processing delays prior to performance of volitional action remains a significant challenge. To overcome this challenge, we studied readiness potentials and trained brain signal decoders on invasive neurophysiology signals in 25 DBS patients (12 female) with Parkinson's disease during performance of self-initiated movements. Combined sensorimotor cortex electrocorticography and subthalamic local field potential recordings were performed OFF therapy (n = 22), ON dopaminergic medication (n = 18) and on subthalamic deep brain stimulation (n = 8). This allowed us to compare their therapeutic effects on neural latencies between the earliest cortical representation of movement intention as decoded by linear discriminant analysis classifiers and onset of muscle activation recorded with electromyography. In the hypodopaminergic OFF state, we observed long latencies between motor intention and motor execution for readiness potentials and machine learning classifications. Both, dopamine and DBS significantly shortened these latencies, hinting towards a shared therapeutic mechanism for alleviation of akinesia. To investigate this further, we analysed directional cortico-subthalamic oscillatory communication with multivariate granger causality. Strikingly, we found that both therapies independently shifted cortico-subthalamic oscillatory information flow from antikinetic beta (13-35 Hz) to prokinetic theta (4-10 Hz) rhythms, which was correlated with latencies in motor execution. Our study reveals a shared brain network modulation pattern of dopamine and DBS that may underlie the acceleration of neural dynamics for augmentation of movement initiation in Parkinson's disease. Instead of producing or increasing preparatory brain signals, both therapies modulate oscillatory communication. These insights provide a link between the pathophysiology of akinesia and its' therapeutic alleviation with oscillatory network changes in other non-motor and motor domains, e.g. related to hyperkinesia or effort and reward perception. In the future, our study may inspire the development of clinical brain computer interfaces based on brain signal decoders to provide temporally precise support for action initiation in patients with brain disorders.

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
Brain
Brain 医学-临床神经学
CiteScore
20.30
自引率
4.10%
发文量
458
审稿时长
3-6 weeks
期刊介绍: Brain, a journal focused on clinical neurology and translational neuroscience, has been publishing landmark papers since 1878. The journal aims to expand its scope by including studies that shed light on disease mechanisms and conducting innovative clinical trials for brain disorders. With a wide range of topics covered, the Editorial Board represents the international readership and diverse coverage of the journal. Accepted articles are promptly posted online, typically within a few weeks of acceptance. As of 2022, Brain holds an impressive impact factor of 14.5, according to the Journal Citation Reports.
期刊最新文献
Transient brain structure changes after high phenylalanine exposure in adults with phenylketonuria. Low-intensity ultrasound ameliorates brain organoid integration and rescues microcephaly deficits. A mutation in the PRKAR1B gene drives pathological mechanisms of neurodegeneration across species. Single-value brain activity scores reflect both severity and risk across the Alzheimer's continuum. Subthalamic control of impulsive actions: insights from deep brain stimulation in Parkinson's disease.
×
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