依西酞普兰
生物标志物
萧条(经济学)
西酞普兰
心理学
精神科
人工神经网络
精神分裂症(面向对象编程)
神经科学
医学
肿瘤科
人工智能
生物
计算机科学
抗抑郁药
焦虑
生物化学
宏观经济学
经济
作者
Benjamin Schwartzmann,Raaj Chatterjee,Yasaman Vaghei,Lena C. Quilty,Timothy A. Allen,Stephen R. Arnott,Sravya Atluri,Pierre Blier,Prabhjot Dhami,Jane A. Foster,Benício N. Frey,Stefan Kloiber,Raymond W. Lam,Roumen Milev,Daniel J. Müller,Cláudio N. Soares,Chloé Stengel,Sagar V. Parikh,Gustavo Turecki,Rudolf Uher,Susan Rotzinger,Sidney H. Kennedy,Faranak Farzan
标识
DOI:10.1038/s41398-024-03110-8
摘要
Current pharmacological agents for depression have limited efficacy in achieving remission. Developing and validating new medications is challenging due to limited biological targets. This study aimed to link electrophysiological data and symptom improvement to better understand mechanisms underlying treatment response. Longitudinal changes in neural oscillations were assessed using resting-state electroencephalography (EEG) data from two Canadian Biomarker Integration Network in Depression studies, involving pharmacological and cognitive behavioral therapy (CBT) trials. Patients in the pharmacological trial received eight weeks of escitalopram, with treatment response defined as ≥ 50% decrease in Montgomery–Åsberg Depression Rating Scale (MADRS). Early (baseline to week 2) and late (baseline to week 8) changes in neural oscillation were investigated using relative power spectral measures. An association was found between an initial increase in theta and symptom improvement after 2 weeks. Additionally, late increases in delta and theta, along with a decrease in alpha, were linked to a reduction in MADRS after 8 weeks. These late changes were specifically observed in responders. To assess specificity, we extended our analysis to the independent CBT cohort. Responders exhibited an increase in delta and a decrease in alpha after 2 weeks. Furthermore, a late (baseline to week 16) decrease in alpha was associated with symptom improvement following CBT. Results suggest a common late decrease in alpha across both treatments, while modulatory effects in theta may be specific to escitalopram treatment. This study offers insights into electrophysiological markers indicating a favorable response to antidepressants, enhancing our comprehension of treatment response mechanisms in depression.
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