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The golden age of online readout: EEG-informed TMS from manual probing to closed-loop neuromodulation

神经调节 神经科学 磁刺激 刺激 脑刺激 电生理学 计算机科学 脑深部刺激 脑电图 前馈 脑-机接口 经颅直流电刺激 神经反射 心理学 神经假体 功能性电刺激 脑电刺激 可靠性(半导体) 大脑活动与冥想 神经影像学
作者
Giuseppe Varone,Mana Biabani,Sara Tremblay,Joshua C. Brown,Elisa Kallioniemi,Nigel C. Rogasch
出处
期刊:NeuroImage [Elsevier BV]
卷期号:322: 121543-121543 被引量:3
标识
DOI:10.1016/j.neuroimage.2025.121543
摘要

The integration of transcranial magnetic stimulation (TMS) with electroencephalography (EEG) has markedly enhanced our ability to probe cortical excitability and monitor the brain's electrophysiological responses to external perturbations. In recent decades, this combination has become a widely used and important tool in both basic neuroscience and clinical research. However, persistent challenges remain, particularly the limited reliability of early TMS-evoked potentials (TEPs), contamination from stimulus-locked and induced artifacts (e.g., coil discharge, electrode polarization, cranial muscle activity), and reliance on non-individualized stimulation protocols. This review outlines the evolution of the TMS-EEG methodology in four key implementations: (i) EEG-blind TMS, where stimulation parameters are fixed without EEG-based adjustments; (ii) EEG-informed TMS, which leverages online EEG readouts to optimize stimulation settings prior to acquisition; (iii) EEG-triggered TMS, employing feedforward algorithms to align stimulation with ongoing neural oscillations; and (iv) closed loop TMS, where real-time feedback dynamically adapts stimulation parameters during the session. We examine the electrophysiological and technical foundations of each approach, highlighting their benefits and limitations. Emerging closed-loop systems represent a shift toward adaptive, data-driven neuromodulation, unlocking promising avenues for personalized brain stimulation. Further refinement of these approaches will be critical to improving their precision, reliability, and applicability in diverse clinical and research settings. Collectively, these developments demonstrate a field-wide progression toward increasingly precise and individualized brain stimulation strategies, enabled by real-time electrophysiological feedback and customizable stimulation protocols.
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