心理科学进展 ›› 2026, Vol. 34 ›› Issue (3): 441-460.doi: 10.3724/SP.J.1042.2026.0441 cstr: 32111.14.2026.0441
收稿日期:2025-10-14
出版日期:2026-03-15
发布日期:2026-01-07
通讯作者:
张丹丹, E-mail: zhangdd05@gmail.com基金资助:
GUO Xinyu, TANG Yuyao, ZHANG Dandan(
)
Received:2025-10-14
Online:2026-03-15
Published:2026-01-07
摘要:
同步经颅磁刺激−脑电图(transcranial magnetic stimulation-electroencephalography, TMS-EEG)是一种将经颅磁刺激与脑电记录同步整合的技术。一方面, EEG能够记录TMS脉冲引起的瞬时神经电生理反应, 另一方面, TMS脉冲的施加也能基于所记录的EEG信号来进行状态依赖的精准调控。本文结合这两个特点提出并系统梳理了同步TMS-EEG在心理学研究中的三种主要应用模式:神经生理评估、因果性揭示神经机制以及大脑闭环调控。文章将围绕这三条主线, 区分并比较不同模式在工作机制、实验方案与应用目标上的差异, 并结合近10年的心理学相关研究, 梳理各模式已有研究的主要发现, 以期为应用同步TMS-EEG技术提供清晰的理论框架与实践指南。
中图分类号:
郭新宇, 汤煜尧, 张丹丹. (2026). 同步TMS-EEG技术在心理学研究中的应用. 心理科学进展 , 34(3), 441-460.
GUO Xinyu, TANG Yuyao, ZHANG Dandan. (2026). Applications of TMS-EEG in psychological research: Neurophysiological assessment, causal neural mechanisms, and closed-loop modulation. Advances in Psychological Science, 34(3), 441-460.
| 作用模式 | 刺激时刻 | 核心科学问题 | TMS作用 | EEG作用 |
|---|---|---|---|---|
| 神经生理评估 | EEG采集 | 确认精神疾病的生物标志物 | 生理探测 | 记录量化TMS诱发反应 |
| 因果性神经机制 | 先验假设或ERP潜伏期差异 | 探讨脑区活动与认知功能的因果关联 | 因果干预 | 评估TMS调控效果 |
| 闭环调控 | 不同振荡相位 | 实现精准调控以提高干预效果 | 精准调控 | 实时反馈大脑状态 |
表1 三种TMS-EEG模式作用机制对比
| 作用模式 | 刺激时刻 | 核心科学问题 | TMS作用 | EEG作用 |
|---|---|---|---|---|
| 神经生理评估 | EEG采集 | 确认精神疾病的生物标志物 | 生理探测 | 记录量化TMS诱发反应 |
| 因果性神经机制 | 先验假设或ERP潜伏期差异 | 探讨脑区活动与认知功能的因果关联 | 因果干预 | 评估TMS调控效果 |
| 闭环调控 | 不同振荡相位 | 实现精准调控以提高干预效果 | 精准调控 | 实时反馈大脑状态 |
| 文献信息 | 精神疾病 | 刺激靶点 | 刺激强度 | 刺激间隔 | 总脉冲数 | 放大器型号 | 采样率 (Hz) | 电极 通道数 | 去除TMS 伪迹方案 | 生物标志物 |
|---|---|---|---|---|---|---|---|---|---|---|
| Voineskos et al., Biological Psychiatry, | 抑郁症 | DLPFC | 1mV的MEP强度 | / | / | Synamps 2 EEG syste | 20000 | 64 | 球形插值、ICA | N45、N100 |
| Chen et al., Brain stimulation, | 小脑抑制失调 | 小脑 | 100% RMT | / | 150 | Brain Products | 5000 | 64 | ICA | N45 |
| Zhang et al., Frontiers in Aging Neuroscience, | 阿尔兹海默病 | 左DLPFC | 110% RMT | / | 100 | BrainAmp DC | 5000 | 64 | 立方插值、ICA | N100 |
| Mijancos-Martínez et al., Eur Arch Psychiatry Clin Neurosci, | 精分 | 左DLPFC | 120% RMT | / | 75 | Brain Vision | 25000 | 64 | 立方插值、ICA | TEP潜伏期 |
| Noda et al., Scientific Reports, | 精分 | 左DLPFC | 80%RMT+1mV的 MEP强度 | 2/10 ms | / | Neuroscan Synamps 2 | 20000 | 64 | ICA | P60、N100 |
| Santoro et al., Brain Research Bulletin, | 精分 | M1 | 90% RMT | / | 150 | BrainAmp MR Plus | 50000 | 64 | 立方插值、ICA | delta、theta和gamma |
| Casula et al., Annals of Neurology, | 阿尔兹海默病 | 左DLPFC、PC、 左PPC | 90% RMT | / | 120 | BrainAmp | 5000 | 31 | / | gamma |
| Canali et al., European Psychiatry, | 双相情感障碍 | SFG | 电场强度>490 V/m | / | 200~300 | Nexstim | 1450 | 60 | 滤波 | gamma |
| Bai et al., CNS Neuroscience & Therapeutics, | 意识障碍 | 额叶、顶叶、 感觉运动皮层 | 90% RMT | / | 200 | BrainAmp 64 MR Plus | 5000 | 64 | 立方插值、ICA | theta |
| Wang et al., Computers in biology and medicine, | 意识障碍 | 左DLPFC | 90% RMT | 1.7~2.3 s | 200 | BrainAmp | 2500 | 64 | ICA | 5~12 Hz |
| Bagattini et al., Neurobiology of Aging, | 阿尔兹海默病 | 左DLPFC | 110% RMT | / | 200 | BrainAmp | 5000 | 25 | ICA、Sound | 额−顶叶 |
| Ferreri et al., Human Brain Mapping, | 阿尔兹海默病 | 左M1 | 120% RMT | / | 100 | BrainAmp | 5000 | 32 | 滤波 | M1-前运动皮层等 |
| Dhami et al., Cerebral cortex, | 抑郁症 | 双侧DLPFC、M1 | 100% RMT | / | 80 | Synamps 2 EEG system | 20000 | 64 | 滤波 | DLPFC-默认模式网络 |
| Hadas et al., | 抑郁症 | 左侧DLPFC | 1mV的MEP强度 | / | / | Synamps 2 EEG system | 20000 | 64 | 滤波 | DLPFC-扣带回皮层 |
| Avnit et al., PloS One, | 注意缺陷障碍 | 右侧DLPFC | 120% RMT | / | 50 | ANTneuro | 2048 | 64 | 插值、ICA | 左DLPFC-右DLPFC |
| Casula et al., Human Brain Mapping, | 中风 | M1 | 90% RMT | / | 80 | BrainAmp | 5000 | 29 | 立方插值、 滤波 | 半球连通性 |
| Zipser et al., | 多发性硬化症 | M1 | 50µV的MEP强度 | / | / | BrainAmp | 5000 | 62 | 滤波 | 半球连通性 |
表2 神经生理评估研究
| 文献信息 | 精神疾病 | 刺激靶点 | 刺激强度 | 刺激间隔 | 总脉冲数 | 放大器型号 | 采样率 (Hz) | 电极 通道数 | 去除TMS 伪迹方案 | 生物标志物 |
|---|---|---|---|---|---|---|---|---|---|---|
| Voineskos et al., Biological Psychiatry, | 抑郁症 | DLPFC | 1mV的MEP强度 | / | / | Synamps 2 EEG syste | 20000 | 64 | 球形插值、ICA | N45、N100 |
| Chen et al., Brain stimulation, | 小脑抑制失调 | 小脑 | 100% RMT | / | 150 | Brain Products | 5000 | 64 | ICA | N45 |
| Zhang et al., Frontiers in Aging Neuroscience, | 阿尔兹海默病 | 左DLPFC | 110% RMT | / | 100 | BrainAmp DC | 5000 | 64 | 立方插值、ICA | N100 |
| Mijancos-Martínez et al., Eur Arch Psychiatry Clin Neurosci, | 精分 | 左DLPFC | 120% RMT | / | 75 | Brain Vision | 25000 | 64 | 立方插值、ICA | TEP潜伏期 |
| Noda et al., Scientific Reports, | 精分 | 左DLPFC | 80%RMT+1mV的 MEP强度 | 2/10 ms | / | Neuroscan Synamps 2 | 20000 | 64 | ICA | P60、N100 |
| Santoro et al., Brain Research Bulletin, | 精分 | M1 | 90% RMT | / | 150 | BrainAmp MR Plus | 50000 | 64 | 立方插值、ICA | delta、theta和gamma |
| Casula et al., Annals of Neurology, | 阿尔兹海默病 | 左DLPFC、PC、 左PPC | 90% RMT | / | 120 | BrainAmp | 5000 | 31 | / | gamma |
| Canali et al., European Psychiatry, | 双相情感障碍 | SFG | 电场强度>490 V/m | / | 200~300 | Nexstim | 1450 | 60 | 滤波 | gamma |
| Bai et al., CNS Neuroscience & Therapeutics, | 意识障碍 | 额叶、顶叶、 感觉运动皮层 | 90% RMT | / | 200 | BrainAmp 64 MR Plus | 5000 | 64 | 立方插值、ICA | theta |
| Wang et al., Computers in biology and medicine, | 意识障碍 | 左DLPFC | 90% RMT | 1.7~2.3 s | 200 | BrainAmp | 2500 | 64 | ICA | 5~12 Hz |
| Bagattini et al., Neurobiology of Aging, | 阿尔兹海默病 | 左DLPFC | 110% RMT | / | 200 | BrainAmp | 5000 | 25 | ICA、Sound | 额−顶叶 |
| Ferreri et al., Human Brain Mapping, | 阿尔兹海默病 | 左M1 | 120% RMT | / | 100 | BrainAmp | 5000 | 32 | 滤波 | M1-前运动皮层等 |
| Dhami et al., Cerebral cortex, | 抑郁症 | 双侧DLPFC、M1 | 100% RMT | / | 80 | Synamps 2 EEG system | 20000 | 64 | 滤波 | DLPFC-默认模式网络 |
| Hadas et al., | 抑郁症 | 左侧DLPFC | 1mV的MEP强度 | / | / | Synamps 2 EEG system | 20000 | 64 | 滤波 | DLPFC-扣带回皮层 |
| Avnit et al., PloS One, | 注意缺陷障碍 | 右侧DLPFC | 120% RMT | / | 50 | ANTneuro | 2048 | 64 | 插值、ICA | 左DLPFC-右DLPFC |
| Casula et al., Human Brain Mapping, | 中风 | M1 | 90% RMT | / | 80 | BrainAmp | 5000 | 29 | 立方插值、 滤波 | 半球连通性 |
| Zipser et al., | 多发性硬化症 | M1 | 50µV的MEP强度 | / | / | BrainAmp | 5000 | 62 | 滤波 | 半球连通性 |
| 文献信息 | 认知 功能 | 刺激靶点 | TMS对照 条件 | 刺激强度 | 脉冲数量/ 试次 | 刺激时刻 | 放大器型号 | 采样率 (Hz) | 去除TMS伪迹方案 | 电极 通道数 |
|---|---|---|---|---|---|---|---|---|---|---|
| Chen et al., Frontiers in Human Neuroscience, | 注意 | 右SFG | Vertex | 110% RMT | 1 | 刺激后0、50、100、150和200 ms | Neuroscan | 20000 | 插值、ICA | 60 |
| Torriero et al., Frontiers in Behavioral Neuroscience, | 注意 | 右SFG | 无TMS 刺激 | 53.8% MSO | 1 | 刺激后140 ms (前人早期注意窗口) | Nexstim | 1450 | 采样保持电路、ICA | 66 |
| Zhou et al., Frontiers in Human Neuroscience, | 注意 | 后部STS | 线圈90° 放置 | 70% RMT | 1 | 第二个刺激前 300 ms | Greentek | 1024 | ICA | 21 |
| Li et al., Neuropsychologia, | 情绪 调节 | 左VLPFC | Vertex | 90% RMT | 1 | 刺激后300 ms | Brain Products | 5000 | ICA、立方插值 | 64 |
| Vernet et al., Cortex, | 感知 | IPS、DLPFC | 线圈90° 放置 | 120% RMT | 1/2 | 刺激呈现前 60/70 ms | BrainAmp MR+ | 1000 | IIR Butterworth 带通滤波 | 30 |
| Schauer et al., Scientific Data, | 感知 | 前部SPL、 后部SPL | / | 90% RMT | 40 | 随机, 脉冲间隔 固定3 s | ANT-Refa-64 | 2048 | Asalab、线性插值 | 66 |
| Kroczek et al., Cortex, | 语言 | 左IFG 左STG/STS | 线圈90° 放置 | 90% RMT | 3 | 动词呈现同时 | PORTI-32/ MREFA | 2000 | ICA、立方插值 | 59 |
| Schroën et al., PNAS, | 语言 | 左IFG、STG/STS | sham、 vertex | 90% RMT | 3 | 动词呈现0、150和 300 ms | REFAB 68 | 2000 | ICA、SOUND+ SSP-SIR | 63 |
| Pisoni et al., NeuroImage, | 触觉 | S1 | / | 69.8% MSO | 1 | 刺激后50/150 ms (早期加工/感觉整合 | Nexstim | 1450 | 采样保持电路、ICA | 60 |
| Zanon et al., Cortex, | 动作 执行 | 左IFC | 左STS | 105% RMT | 1 | 刺激后1.5~2.5 s | BrainAmp DC | 5000 | 立方插值、ICA | 63 |
| Bianco et al., iScience, | 动作 准备 | 左SMA | 左纹状体 | 平均电场强度98.57 V/m | 1 | 刺激呈现前 −700/−300 ms | Nexstim | 1450 | 球形插值、ICA | 64 |
| Planton et al., Cortex, | 语言 | 左vOT | 无TMS 脉冲 | 100% RMT | 1 | 刺激呈现后 100 ms | BrainAmp DC | 2500 | 样条插值、噪声 电极检测插值 | 62 |
表3 因果性神经机制研究
| 文献信息 | 认知 功能 | 刺激靶点 | TMS对照 条件 | 刺激强度 | 脉冲数量/ 试次 | 刺激时刻 | 放大器型号 | 采样率 (Hz) | 去除TMS伪迹方案 | 电极 通道数 |
|---|---|---|---|---|---|---|---|---|---|---|
| Chen et al., Frontiers in Human Neuroscience, | 注意 | 右SFG | Vertex | 110% RMT | 1 | 刺激后0、50、100、150和200 ms | Neuroscan | 20000 | 插值、ICA | 60 |
| Torriero et al., Frontiers in Behavioral Neuroscience, | 注意 | 右SFG | 无TMS 刺激 | 53.8% MSO | 1 | 刺激后140 ms (前人早期注意窗口) | Nexstim | 1450 | 采样保持电路、ICA | 66 |
| Zhou et al., Frontiers in Human Neuroscience, | 注意 | 后部STS | 线圈90° 放置 | 70% RMT | 1 | 第二个刺激前 300 ms | Greentek | 1024 | ICA | 21 |
| Li et al., Neuropsychologia, | 情绪 调节 | 左VLPFC | Vertex | 90% RMT | 1 | 刺激后300 ms | Brain Products | 5000 | ICA、立方插值 | 64 |
| Vernet et al., Cortex, | 感知 | IPS、DLPFC | 线圈90° 放置 | 120% RMT | 1/2 | 刺激呈现前 60/70 ms | BrainAmp MR+ | 1000 | IIR Butterworth 带通滤波 | 30 |
| Schauer et al., Scientific Data, | 感知 | 前部SPL、 后部SPL | / | 90% RMT | 40 | 随机, 脉冲间隔 固定3 s | ANT-Refa-64 | 2048 | Asalab、线性插值 | 66 |
| Kroczek et al., Cortex, | 语言 | 左IFG 左STG/STS | 线圈90° 放置 | 90% RMT | 3 | 动词呈现同时 | PORTI-32/ MREFA | 2000 | ICA、立方插值 | 59 |
| Schroën et al., PNAS, | 语言 | 左IFG、STG/STS | sham、 vertex | 90% RMT | 3 | 动词呈现0、150和 300 ms | REFAB 68 | 2000 | ICA、SOUND+ SSP-SIR | 63 |
| Pisoni et al., NeuroImage, | 触觉 | S1 | / | 69.8% MSO | 1 | 刺激后50/150 ms (早期加工/感觉整合 | Nexstim | 1450 | 采样保持电路、ICA | 60 |
| Zanon et al., Cortex, | 动作 执行 | 左IFC | 左STS | 105% RMT | 1 | 刺激后1.5~2.5 s | BrainAmp DC | 5000 | 立方插值、ICA | 63 |
| Bianco et al., iScience, | 动作 准备 | 左SMA | 左纹状体 | 平均电场强度98.57 V/m | 1 | 刺激呈现前 −700/−300 ms | Nexstim | 1450 | 球形插值、ICA | 64 |
| Planton et al., Cortex, | 语言 | 左vOT | 无TMS 脉冲 | 100% RMT | 1 | 刺激呈现后 100 ms | BrainAmp DC | 2500 | 样条插值、噪声 电极检测插值 | 62 |
| 文献信息 | 应用领域 | 刺激靶点 | TMS对照条件 | 刺激强度 | 脉冲 数量 | 刺激时刻 | 放大器型号 | 采样率 (Hz) | 去除TMS 伪迹方案 | 电极 通道数 |
|---|---|---|---|---|---|---|---|---|---|---|
| Zrenner et al., Brain Stimulation, | 初级运动 皮层可塑性 | 左M1 | alpha节律、 随机相位 | 1mV的 MEP强度 | 600 | μ节律的负峰或 正峰相位 | NeurOne Tesla | 5000 | ICA | 64 |
| Desideri et al., The Journal of Physiology, | 初级运动 皮层兴奋性 | 左M1 | 空线圈模拟声音、 电刺激模拟感觉 | 110% RMT、 90% RMT | 1350 | μ振荡的负、正峰或随机相位 | NeurOne | 5000 | 插值、ICA | 64 |
| Perera et al., eNeuro, | 初级运动 皮层兴奋性 | 左M1 | / | 120% RMT | 1200 | μ/beta振荡的上升、峰值、下降、 谷值相位 | Brain Products actiCHamp | 1000 (已降采) | Hermite多项式插值、ICA | 64 |
| Zrenner et al., Brain Stimulation, | 抑郁症治疗 | 左DLPFC | iTBS方案和 随机相位 | 70% RMT | 600 | alpha振荡的负峰处 | NeurOne Tesla | / | / | 80 |
| Gordon et al., Brain Stimulation, | 工作 记忆 | DMPFC | 随机相位 | 120% RMT | 1200 | theta正、负峰相位 | NeurOne Tesla | 5000 | 插值、ICA | 126 |
| Jovellar et al., In Brain-Computer Interface Research, | 工作 记忆 | 顶叶、DMPFC | 随机相位 | 130%~150 % RMT | 未提及 | theta正峰相位 | NeurOne Tesla | 5000 | 源空间滤波、 伪迹规避验证 | 64 |
表4 闭环调控研究
| 文献信息 | 应用领域 | 刺激靶点 | TMS对照条件 | 刺激强度 | 脉冲 数量 | 刺激时刻 | 放大器型号 | 采样率 (Hz) | 去除TMS 伪迹方案 | 电极 通道数 |
|---|---|---|---|---|---|---|---|---|---|---|
| Zrenner et al., Brain Stimulation, | 初级运动 皮层可塑性 | 左M1 | alpha节律、 随机相位 | 1mV的 MEP强度 | 600 | μ节律的负峰或 正峰相位 | NeurOne Tesla | 5000 | ICA | 64 |
| Desideri et al., The Journal of Physiology, | 初级运动 皮层兴奋性 | 左M1 | 空线圈模拟声音、 电刺激模拟感觉 | 110% RMT、 90% RMT | 1350 | μ振荡的负、正峰或随机相位 | NeurOne | 5000 | 插值、ICA | 64 |
| Perera et al., eNeuro, | 初级运动 皮层兴奋性 | 左M1 | / | 120% RMT | 1200 | μ/beta振荡的上升、峰值、下降、 谷值相位 | Brain Products actiCHamp | 1000 (已降采) | Hermite多项式插值、ICA | 64 |
| Zrenner et al., Brain Stimulation, | 抑郁症治疗 | 左DLPFC | iTBS方案和 随机相位 | 70% RMT | 600 | alpha振荡的负峰处 | NeurOne Tesla | / | / | 80 |
| Gordon et al., Brain Stimulation, | 工作 记忆 | DMPFC | 随机相位 | 120% RMT | 1200 | theta正、负峰相位 | NeurOne Tesla | 5000 | 插值、ICA | 126 |
| Jovellar et al., In Brain-Computer Interface Research, | 工作 记忆 | 顶叶、DMPFC | 随机相位 | 130%~150 % RMT | 未提及 | theta正峰相位 | NeurOne Tesla | 5000 | 源空间滤波、 伪迹规避验证 | 64 |
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