VA RR&D Center for Neurorestoration and Neurotechnology, VA Providence, Providence, RI, USA.
Department of Neuroscience, Brown University, Providence, RI, USA.
Sci Rep. 2023 Apr 19;13(1):6366. doi: 10.1038/s41598-023-32801-3.
Repetitive transcranial magnetic stimulation (rTMS) is an established treatment for major depressive disorder (MDD) and shows promise for posttraumatic stress disorder (PTSD), yet effectiveness varies. Electroencephalography (EEG) can identify rTMS-associated brain changes. EEG oscillations are often examined using averaging approaches that mask finer time-scale dynamics. Recent advances show some brain oscillations emerge as transient increases in power, a phenomenon termed "Spectral Events," and that event characteristics correspond with cognitive functions. We applied Spectral Event analyses to identify potential EEG biomarkers of effective rTMS treatment. Resting 8-electrode EEG was collected from 23 patients with MDD and PTSD before and after 5 Hz rTMS targeting the left dorsolateral prefrontal cortex. Using an open-source toolbox ( https://github.com/jonescompneurolab/SpectralEvents ), we quantified event features and tested for treatment associated changes. Spectral Events in delta/theta (1-6 Hz), alpha (7-14 Hz), and beta (15-29 Hz) bands occurred in all patients. rTMS-induced improvement in comorbid MDD PTSD were associated with pre- to post-treatment changes in fronto-central electrode beta event features, including frontal beta event frequency spans and durations, and central beta event maxima power. Furthermore, frontal pre-treatment beta event duration correlated negatively with MDD symptom improvement. Beta events may provide new biomarkers of clinical response and advance the understanding of rTMS.
重复经颅磁刺激(rTMS)是一种成熟的重度抑郁症(MDD)治疗方法,对创伤后应激障碍(PTSD)也显示出疗效,但疗效因人而异。脑电图(EEG)可以识别与 rTMS 相关的大脑变化。脑电图振荡通常使用平均方法进行检查,这些方法掩盖了更精细的时间尺度动态。最近的进展表明,一些脑振荡表现为功率的短暂增加,这种现象称为“频谱事件”,并且事件特征与认知功能相对应。我们应用频谱事件分析来识别有效的 rTMS 治疗的潜在 EEG 生物标志物。在对左背外侧前额叶进行 5 Hz rTMS 治疗前后,从 23 名患有 MDD 和 PTSD 的患者中采集了 8 个电极的静息 EEG。使用开源工具箱(https://github.com/jonescompneurolab/SpectralEvents),我们量化了事件特征并测试了与治疗相关的变化。在所有患者中均发生了 delta/theta(1-6 Hz)、alpha(7-14 Hz)和 beta(15-29 Hz)波段的频谱事件。共病 MDD PTSD 的 rTMS 诱导改善与额中央电极 beta 事件特征的治疗前后变化有关,包括额叶 beta 事件频率跨度和持续时间以及中央 beta 事件最大功率。此外,额叶治疗前 beta 事件持续时间与 MDD 症状改善呈负相关。beta 事件可能为临床反应提供新的生物标志物,并促进对 rTMS 的理解。