Real-time TMS-EEG for brain state-controlled research and precision treatment: a narrative review and guide

Miles Wischnewski, Sina Shirinpour, Ivan Alekseichuk, Maria I. Lapid, Ziad Nahas, Kelvin O. Lim, Paul E. Croarkin, Alexander Opitz

Research output: Contribution to journalReview articlepeer-review

1 Scopus citations

Abstract

Transcranial magnetic stimulation (TMS) modulates neuronal activity, but the efficacy of an open-loop approach is limited due to the brain state’s dynamic nature. Real-time integration with electroencephalography (EEG) increases experimental reliability and offers personalized neuromodulation therapy by using immediate brain states as biomarkers. Here, we review brain state-controlled TMS-EEG studies since the first publication several years ago. A summary of experiments on the sensorimotor mu rhythm (8–13 Hz) shows increased cortical excitability due to TMS pulse at the trough and decreased excitability at the peak of the oscillation. Pre-TMS pulse mu power also affects excitability. Further, there is emerging evidence that the oscillation phase in theta and beta frequency bands modulates neural excitability. Here, we provide a guide for real-time TMS-EEG application and discuss experimental and technical considerations. We consider the effects of hardware choice, signal quality, spatial and temporal filtering, and neural characteristics of the targeted brain oscillation. Finally, we speculate on how closed-loop TMS-EEG potentially could improve the treatment of neurological and mental disorders such as depression, Alzheimer’s, Parkinson’s, schizophrenia, and stroke.

Original languageEnglish (US)
Article number061001
JournalJournal of neural engineering
Volume21
Issue number6
DOIs
StatePublished - Dec 1 2024

Bibliographical note

Publisher Copyright:
© 2024 The Author(s). Published by IOP Publishing Ltd.

Keywords

  • brain states
  • closed-loop neuromodulation
  • electroencephalography
  • precision treatment
  • transcranial magnetic stimulation

PubMed: MeSH publication types

  • Journal Article
  • Review

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