Daily prefrontal closed-loop repetitive transcranial magnetic stimulation (rTMS) produces progressive EEG quasi-alpha phase entrainment in depressed adults
Transcranial magnetic stimulation (TMS) is a non-invasive neuromodulation modality that can treat depression, obsessive-compulsive disorder, or help smoking cessation. Research suggests that timing the delivery of TMS relative to an endogenous brain state may affect efficacy and short-term brain dyn...
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Published in | Brain stimulation Vol. 15; no. 2; pp. 458 - 471 |
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Main Authors | , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
Elsevier Inc
01.03.2022
Elsevier |
Subjects | |
Online Access | Get full text |
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Summary: | Transcranial magnetic stimulation (TMS) is a non-invasive neuromodulation modality that can treat depression, obsessive-compulsive disorder, or help smoking cessation. Research suggests that timing the delivery of TMS relative to an endogenous brain state may affect efficacy and short-term brain dynamics.
To investigate whether, for a multi-week daily treatment of repetitive TMS (rTMS), there is an effect on brain dynamics that depends on the timing of the TMS relative to individuals’ prefrontal EEG quasi-alpha rhythm (between 6 and 13 Hz).
We developed a novel closed-loop system that delivers personalized EEG-triggered rTMS to patients undergoing treatment for major depressive disorder. In a double blind study, patients received daily treatments of rTMS over a period of six weeks and were randomly assigned to either a synchronized or unsynchronized treatment group, where synchronization of rTMS was to their prefrontal EEG quasi-alpha rhythm.
When rTMS is applied over the dorsal lateral prefrontal cortex (DLPFC) and synchronized to the patient's prefrontal quasi-alpha rhythm, patients develop strong phase entrainment over a period of weeks, both over the stimulation site as well as in a subset of areas distal to the stimulation site. In addition, at the end of the course of treatment, this group's entrainment phase shifts to be closer to the phase that optimally engages the distal target, namely the anterior cingulate cortex (ACC). These entrainment effects are not observed in the group that is given rTMS without initial EEG synchronization of each TMS train.
The entrainment effects build over the course of days/weeks, suggesting that these effects engage neuroplastic changes which may have clinical consequences in depression or other diseases.
•Major depressive disorder patients were treated with closed-loop EEG-triggered rTMS over DLPFC for six weeks.•Patients were randomized to rTMS triggered either synchronously or asynchronously timed to their quasi-alpha EEG oscillation.•Sync patients showed increased entrainment over sessions and decreased optimal phase difference for anterior cingulate.•Entrainment was observed both locally over the stimulation site and distally over the anterior cingulate.•The entrainment effects build over the course of days/weeks, suggesting that these effects engage neuroplastic changes. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 ObjectType-Undefined-3 Josef Faller: conceptualization, methodology, software, writing-original draft All persons who meet authorship criteria are listed as authors, and all authors certify that they have participated sufficiently in the work to take public responsibility for the content, including participation in the concept, design, analysis, writing, or revision of the manuscript. Golbarg T.Saber: conceptualization, methodology, data curation Joshua B. Teves: investigation, data curation Aidan Blankenship: investigation, data curation Mark S. George: conceptualization, methodology, writing-review & editing, funding acquisition, project administration, supervision Paul Sajda: conceptualization, methodology, writing-original draft, writing-review & editing, funding acquisition, project administration, supervision Robin Goldman: conceptualization, methodology, writing-review & editing, funding acquisition, project administration, supervision Jayce Doose: conceptualization, investigation, data curation, writing-original draft, writing-review & editing Xiaoxiao Sun: methodology, formal analysis, writing-original draft, writing-review & editing, Visualization James Mclntosh: conceptualization, methodology, software, data curation, writing-review & editing contributed equally Yida Lin: software Truman R. Brown: conceptualization, methodology, writing-review & editing, funding acquisition, project administration, supervision Sarah Huffman: investigation |
ISSN: | 1935-861X 1876-4754 1876-4754 |
DOI: | 10.1016/j.brs.2022.02.008 |