University of Ottawa Institute of Mental Health Research, 1145 Carling Avenue, Ottawa K1Z 7K4, ON, Canada; School of Psychology, University of Ottawa, Ottawa, ON, Canada.
University of Ottawa Institute of Mental Health Research, 1145 Carling Avenue, Ottawa K1Z 7K4, ON, Canada; School of Psychology, University of Ottawa, Ottawa, ON, Canada.
Psychiatry Res Neuroimaging. 2020 Aug 30;302:111109. doi: 10.1016/j.pscychresns.2020.111109. Epub 2020 May 22.
There is a growing need for optimizing treatment selection and response prediction in individuals with major depressive disorder (MDD). Prior investigations have shown that changes in electroencephalographic (EEG)-based measures precede symptom improvement and could serve as biomarkers of treatment outcome. One such method is cordance, a computation of regional brain activity based on a combination of absolute and relative resting EEG activity. Specifically, early reduction in prefrontal (PF) and midline right frontal (MRF) theta (4-8Hz) cordance has been shown to predict response to various antidepressants, though replication is required. Thus, this study examined early changes (baseline to week 1) in PF and MRF cordance in 47 MDD patients undergoing antidepressant treatment. Early changes in cordance and in Montgomery Åsberg Depression Rating Scale (MADRS) scores were assessed alone, and in combination, to predict eventual (by week 12) treatment response and remission. Models combining early changes in theta cordance (PF and MRF) and depressive symptoms were most predictive of response to treatment at week 12; remission models (cordance, MADRS, and their combination) were weaker, though provided modest prediction values. These results suggest that antidepressant response may be optimally predicted by combining both EEG and symptom-based measures after one week of treatment.
在重度抑郁症(MDD)患者中,优化治疗选择和反应预测的需求日益增长。先前的研究表明,基于脑电图(EEG)的测量值的变化先于症状改善,可以作为治疗结果的生物标志物。一种这样的方法是协调,这是一种基于绝对和相对静息 EEG 活动的组合来计算大脑区域活动的方法。具体来说,已经表明前额叶(PF)和中线右额(MRF)θ(4-8Hz)协调的早期减少可以预测对各种抗抑郁药的反应,尽管需要复制。因此,本研究检查了 47 名接受抗抑郁治疗的 MDD 患者的 PF 和 MRF 协调的早期变化(基线至第 1 周)。单独评估和组合评估协调和蒙哥马利-Åsberg 抑郁评定量表(MADRS)评分的早期变化,以预测最终(第 12 周)的治疗反应和缓解。结合θ协调(PF 和 MRF)和抑郁症状的早期变化的模型最能预测第 12 周的治疗反应;缓解模型(协调、MADRS 及其组合)较弱,但提供了适度的预测值。这些结果表明,通过在治疗后一周结合 EEG 和基于症状的测量值,可能会最佳地预测抗抑郁反应。