Nadezhda A. Khrushcheva, K. Kalgin, Andrey A. Savelov, A. V. Shurunova, E. V. Predtechenskaya, M. Shtark
{"title":"基于静息态功能磁共振成像数据的脑卒中后偏瘫患者接受交互式脑刺激神经疗法后运动网络和小脑的临床和网络功能连接参数的变化","authors":"Nadezhda A. Khrushcheva, K. Kalgin, Andrey A. Savelov, A. V. Shurunova, E. V. Predtechenskaya, M. Shtark","doi":"10.54101/acen.2024.1.4","DOIUrl":null,"url":null,"abstract":"Introduction. Interactive brain stimulation (IBS) neurotherapy is an advanced neurofeedback technology (NFB) that involves the organization of a feedback “target” based on signals recorded by functional magnetic resonance imaging (fMRI) and electroencephalography (EEG). The NFB allows patients to volitionally self-regulate their current brain activity and may therefore be a useful treatment option for diseases with altered activation and functional connectivity (FC) patterns. \nOur objective was to assess the effects of IBS on the FC changes in motor networks and correlations between clinical and network parameters in patients with post-stroke hand paresis. \nMaterials and methods. Patients with a history of stroke 2 months were randomized into a main group (n = 7) and a control group (n = 7). All the patients followed the stroke physical rehabilitation for 3 weeks. The main group received IBS training, where the patients learned to imagine movements of the paretic hand trying to amplify the fMRI signal from the primary motor cortex (M1) and the supplementary motor area (SMA) on the lesion side with simultaneous desynchronizing the μ- and β-2 EEG rhythms in the central leads. Clinical tests and MRI were performed prior to and immediately after the treatment. FC matrices were constructed using CONN software based on resting-state fMRI data. \nResults. By the end of the training, M1–M1 functional connectivity in the control group weakened, while no changes were observed in the main group. The FC strength was positively correlated with the grip strength (ρ = 0.69; p 0.01) and with the results of the Box and Blocks test (BBT score, ρ = 0.72; p 0.01) and the Fugl-Meyer assessment for upper extremity (FM-UE score, ρ = 0.87; p 0.005). Ipsilesional SMA connectivity with contralesional cerebellum weakened (p 0.05 in the main group). Its strength was negatively correlated with the BBT and FM-UE scores (both tests ρ = –0.44; p 0.05). \nConclusions. Volitional control of M1 and SMA activity in the lesion hemisphere during the post-stroke IBS training alters the architecture of the entire motor network affecting clinically significant FC types. We studied a possible mechanism of this technology and its potential use in treatment programs.","PeriodicalId":36946,"journal":{"name":"Annals of Clinical and Experimental Neurology","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Changes in Clinical and Network Functional Connectivity Parameters in Motor Networks and Cerebellum Based on Resting-State Functional Magnetic Resonance Imaging Data in Patients with Post-Stroke Hemiparesis Receiving Interactive Brain Stimulation Neurotherapy\",\"authors\":\"Nadezhda A. Khrushcheva, K. Kalgin, Andrey A. Savelov, A. V. Shurunova, E. V. Predtechenskaya, M. Shtark\",\"doi\":\"10.54101/acen.2024.1.4\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Introduction. Interactive brain stimulation (IBS) neurotherapy is an advanced neurofeedback technology (NFB) that involves the organization of a feedback “target” based on signals recorded by functional magnetic resonance imaging (fMRI) and electroencephalography (EEG). The NFB allows patients to volitionally self-regulate their current brain activity and may therefore be a useful treatment option for diseases with altered activation and functional connectivity (FC) patterns. \\nOur objective was to assess the effects of IBS on the FC changes in motor networks and correlations between clinical and network parameters in patients with post-stroke hand paresis. \\nMaterials and methods. Patients with a history of stroke 2 months were randomized into a main group (n = 7) and a control group (n = 7). All the patients followed the stroke physical rehabilitation for 3 weeks. The main group received IBS training, where the patients learned to imagine movements of the paretic hand trying to amplify the fMRI signal from the primary motor cortex (M1) and the supplementary motor area (SMA) on the lesion side with simultaneous desynchronizing the μ- and β-2 EEG rhythms in the central leads. Clinical tests and MRI were performed prior to and immediately after the treatment. FC matrices were constructed using CONN software based on resting-state fMRI data. \\nResults. By the end of the training, M1–M1 functional connectivity in the control group weakened, while no changes were observed in the main group. The FC strength was positively correlated with the grip strength (ρ = 0.69; p 0.01) and with the results of the Box and Blocks test (BBT score, ρ = 0.72; p 0.01) and the Fugl-Meyer assessment for upper extremity (FM-UE score, ρ = 0.87; p 0.005). Ipsilesional SMA connectivity with contralesional cerebellum weakened (p 0.05 in the main group). Its strength was negatively correlated with the BBT and FM-UE scores (both tests ρ = –0.44; p 0.05). \\nConclusions. Volitional control of M1 and SMA activity in the lesion hemisphere during the post-stroke IBS training alters the architecture of the entire motor network affecting clinically significant FC types. 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引用次数: 0
摘要
简介交互式脑刺激(IBS)神经疗法是一种先进的神经反馈技术(NFB),它根据功能性磁共振成像(fMRI)和脑电图(EEG)记录的信号组织反馈 "目标"。NFB 允许患者自愿地自我调节当前的大脑活动,因此可能是治疗激活和功能连接(FC)模式改变的疾病的有效方法。我们的目的是评估 IBS 对中风后手部瘫痪患者运动网络 FC 变化的影响,以及临床参数和网络参数之间的相关性。材料与方法将有中风病史 2 个月的患者随机分为主要组(n = 7)和对照组(n = 7)。所有患者均接受为期 3 周的中风物理康复训练。主组接受 IBS 训练,患者学会想象瘫痪手的动作,尝试放大病变侧初级运动皮层(M1)和辅助运动区(SMA)的 fMRI 信号,同时使中央导联的μ-和β-2 EEG 节律不同步。治疗前后均进行了临床测试和磁共振成像。根据静息态 fMRI 数据,使用 CONN 软件构建 FC 矩阵。结果显示训练结束后,对照组的 M1-M1 功能连通性减弱,而主要组则未观察到任何变化。功能连接强度与握力(ρ = 0.69; p 0.01)、方框和块测试结果(BBT 分数,ρ = 0.72; p 0.01)和 Fugl-Meyer 上肢评估(FM-UE 分数,ρ = 0.87; p 0.005)呈正相关。SMA与对侧小脑的连接减弱(主要组中 p 0.05)。其强度与 BBT 和 FM-UE 评分呈负相关(两项测试的 ρ = -0.44; p 0.05)。结论在脑卒中后 IBS 训练中,对病变半球 M1 和 SMA 活动的意志控制改变了整个运动网络的结构,影响了具有临床意义的 FC 类型。我们研究了这项技术的可能机制及其在治疗计划中的潜在用途。
Changes in Clinical and Network Functional Connectivity Parameters in Motor Networks and Cerebellum Based on Resting-State Functional Magnetic Resonance Imaging Data in Patients with Post-Stroke Hemiparesis Receiving Interactive Brain Stimulation Neurotherapy
Introduction. Interactive brain stimulation (IBS) neurotherapy is an advanced neurofeedback technology (NFB) that involves the organization of a feedback “target” based on signals recorded by functional magnetic resonance imaging (fMRI) and electroencephalography (EEG). The NFB allows patients to volitionally self-regulate their current brain activity and may therefore be a useful treatment option for diseases with altered activation and functional connectivity (FC) patterns.
Our objective was to assess the effects of IBS on the FC changes in motor networks and correlations between clinical and network parameters in patients with post-stroke hand paresis.
Materials and methods. Patients with a history of stroke 2 months were randomized into a main group (n = 7) and a control group (n = 7). All the patients followed the stroke physical rehabilitation for 3 weeks. The main group received IBS training, where the patients learned to imagine movements of the paretic hand trying to amplify the fMRI signal from the primary motor cortex (M1) and the supplementary motor area (SMA) on the lesion side with simultaneous desynchronizing the μ- and β-2 EEG rhythms in the central leads. Clinical tests and MRI were performed prior to and immediately after the treatment. FC matrices were constructed using CONN software based on resting-state fMRI data.
Results. By the end of the training, M1–M1 functional connectivity in the control group weakened, while no changes were observed in the main group. The FC strength was positively correlated with the grip strength (ρ = 0.69; p 0.01) and with the results of the Box and Blocks test (BBT score, ρ = 0.72; p 0.01) and the Fugl-Meyer assessment for upper extremity (FM-UE score, ρ = 0.87; p 0.005). Ipsilesional SMA connectivity with contralesional cerebellum weakened (p 0.05 in the main group). Its strength was negatively correlated with the BBT and FM-UE scores (both tests ρ = –0.44; p 0.05).
Conclusions. Volitional control of M1 and SMA activity in the lesion hemisphere during the post-stroke IBS training alters the architecture of the entire motor network affecting clinically significant FC types. We studied a possible mechanism of this technology and its potential use in treatment programs.