Daily prefrontal closed-loop repetitive transcranial magnetic stimulation (rTMS) produces progressive EEG quasi-alpha phase entrainment in depressed adults

被引:31
作者
Faller, Josef [1 ]
Doose, Jayce [2 ]
Sun, Xiaoxiao [1 ,3 ]
Mclntosh, James R. [1 ,4 ]
Saber, Golbarg T. [5 ,6 ]
Lin, Yida [7 ]
Teves, Joshua B. [5 ]
Blankenship, Aidan [5 ]
Huffman, Sarah [8 ]
Goldman, Robin, I [9 ]
George, Mark S. [8 ,10 ]
Brown, Truman R. [2 ,5 ]
Sajda, Paul [1 ,11 ,12 ,13 ]
机构
[1] Columbia Univ, Dept Biomed Engn, New York, NY 10027 USA
[2] Med Univ South Carolina, Ctr Biomed Imaging, Charleston, SC 29425 USA
[3] US DEVCOM Army Res Lab, Aberdeen Proving Ground, MD 20115 USA
[4] Columbia Univ, Irving Med Ctr, Dept Orthopaed Surg, New York, NY 10032 USA
[5] Med Univ South Carolina, Dept Radiol & Radiol Sci, Charleston, SC 29425 USA
[6] Univ Chicago, Dept Neurol, 5841 S Maryland Ave, Chicago, IL 60637 USA
[7] Columbia Univ, Dept Comp Sci, New York, NY 10027 USA
[8] Med Univ South Carolina, Dept Psychiat & Behav Sci, Charleston, SC 29425 USA
[9] Univ Wisconsin, Ctr Hlth Minds, Madison, WI 53705 USA
[10] Ralph H Johnson VA Med Ctr, Charleston, SC 29401 USA
[11] Columbia Univ, Irving Med Ctr, Dept Radiol, New York, NY 10032 USA
[12] Columbia Univ, Dept Elect Engn, New York, NY 10027 USA
[13] Columbia Univ, Data Sci Inst, New York, NY 10027 USA
关键词
Closed-loop neurostimulation; Electroencephalography (EEG); Repetitive transcranial magnetic; stimulation (rTMS); Inter-trial phase coherence (ITPC); Major depressive disorder (MDD); FUNCTIONAL CONNECTIVITY; MAJOR DEPRESSION; MOTOR CORTEX; TMS; OSCILLATIONS; SYNCHRONIZATION; TRIAL; EXCITABILITY; PLASTICITY; PREDICTS;
D O I
10.1016/j.brs.2022.02.008
中图分类号
R74 [神经病学与精神病学];
学科分类号
100204 [神经病学];
摘要
Background: 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. Objective: 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). Method: 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. Results: 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. Conclusions: 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. (C) 2022 The Authors. Published by Elsevier Inc.
引用
收藏
页码:458 / 471
页数:14
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