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Frontal white matter architecture predicts efficacy of deep brain stimulation in major depression

机译:额叶白质结构预测深部脑刺激在重度抑郁症中的功效

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摘要

Major depression is a frequent and severe disorder, with a combination of psycho- and pharmacotherapy most patients can be treated. However, ~20% of all patients suffering from major depressive disorder remain treatment resistant; a subgroup might be treated with deep brain stimulation (DBS). We present two trials of DBS to the superolateral medial forebrain bundle (slMFB DBS; FORESEE I and II). The goal was to identify informed features that allow to predict treatment response. Data from N = 24 patients were analyzed. Preoperative imaging including anatomical sequences (T1 and T2) and diffusion tensor imaging (DTI) magnetic resonance imaging sequences were used together with postoperative helical CT scans (for DBS electrode position). Pathway activation modeling (PAM) as well as preoperative structural imaging and morphometry was used to understand the response behavior of patients (MADRS). A left fronto-polar and partly orbitofrontal region was identified that showed increased volume in preoperative anatomical scans. Further statistical analysis shows that the volume of this “HUB-region” is predictive for later MADRS response from DBS. The HUB region connects to typical fiber pathways that have been addressed before in therapeutic DBS in major depression. Left frontal volume growth might indicate intrinsic activity upon disconnection form the main emotional network. The results are significant since for the first time we found an informed feature that might allow to identify and phenotype future responders for slMFB DBS. This is a clear step into the direction of personalized treatments.
机译:重度抑郁症是一种频繁且严重的疾病,可以将大多数患者接受心理治疗和药物治疗相结合。但是,所有患有严重抑郁症的患者中约有20%仍然对治疗有抵抗力。一个亚组可以接受深部脑刺激(DBS)治疗。我们目前对上外侧内侧前脑束(slMFB DBS; FORESEE I和II)进行两项DBS试验。目的是确定可以预测治疗反应的知情特征。分析来自N = 24名患者的数据。术前影像包括解剖序列(T1和T2)和扩散张量成像(DTI)磁共振成像序列与术后螺旋CT扫描(用于DBS电极位置)一起使用。通路激活模型(PAM)以及术前结构成像和形态计量学用于了解患者的反应行为(MADRS)。术前解剖扫描发现左额极和部分眶额区显示体积增加。进一步的统计分析表明,该“ HUB区域”的数量可预测DBS以后对MADRS的响应。 HUB区连接到典型的纤维通路,而之前在重度抑郁症的治疗性DBS中已经解决了该通路。左额叶体积的增长可能表明断开连接后的内在活动形成了主要的情感网络。结果是有意义的,因为我们首次发现了一种有信息的功能,该功能可能允许识别和表征slMFB DBS的未来响应者。这是朝着个性化治疗方向迈出的明确一步。

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