Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY, USA.
Neuropsychopharmacology. 2021 Dec;46(13):2266-2277. doi: 10.1038/s41386-021-01104-4. Epub 2021 Jul 31.
Promising initial data indicate that the glutamate N-methyl-D-aspartate (NMDA) receptor antagonist ketamine may be beneficial in post-traumatic stress disorder (PTSD). Here, we explore the neural correlates of ketamine-related changes in PTSD symptoms, using a rich battery of functional imaging data (two emotion-processing tasks and one task-free scan), collected from a subset of participants of a randomized clinical trial of repeated-dose intravenous ketamine vs midazolam (total N = 21). In a pre-registered analysis, we tested whether changes in an a priori set of imaging measures from a target neural circuit were predictive of improvement in PTSD symptoms, using leave-one-out cross-validated elastic-net regression models (regions of interest in the target circuit consisted of the dorsal and rostral anterior cingulate cortex, ventromedial prefrontal cortex, anterior hippocampus, anterior insula, and amygdala). Improvements in PTSD severity were associated with increased functional connectivity between the ventromedial prefrontal cortex (vmPFC) and amygdala during emotional face-viewing (change score retained in model with minimum predictive error in left-out subjects, standardized regression coefficient [β] = 2.90). This effect was stronger in participants who received ketamine compared to midazolam (interaction β = 0.86), and persisted following inclusion of concomitant change in depressive symptoms in the analysis model (β = 0.69). Improvement following ketamine was also predicted by decreased dorsal anterior cingulate activity during emotional conflict regulation, and increased task-free connectivity between the vmPFC and anterior insula (βs = -2.82, 0.60). Exploratory follow-up analysis via dynamic causal modelling revealed that whilst improvement in PTSD symptoms following either drug was associated with decreased excitatory modulation of amygdala→vmPFC connectivity during emotional face-viewing, increased top-down inhibition of the amygdala by the vmPFC was only observed in participants who improved under ketamine. Individuals with low prefrontal inhibition of amygdala responses to faces at baseline also showed greater improvements following ketamine treatment. These preliminary findings suggest that, specifically under ketamine, improvements in PTSD symptoms are accompanied by normalization of hypofrontal control over amygdala responses to social signals of threat.
有初步的研究数据表明,谷氨酸 N-甲基-D-天冬氨酸(NMDA)受体拮抗剂氯胺酮可能对创伤后应激障碍(PTSD)有益。在这里,我们使用来自一项重复静脉注射氯胺酮与咪达唑仑(共 21 名参与者)随机临床试验的功能成像数据的丰富数据集(两个情绪处理任务和一个无任务扫描),探索氯胺酮相关 PTSD 症状变化的神经相关性。在预先注册的分析中,我们使用 leave-one-out 交叉验证弹性网回归模型(目标神经回路的感兴趣区域包括背侧和额前扣带皮层、腹内侧前额叶皮层、前海马、前岛叶和杏仁核),测试了一组预先设定的成像指标变化是否可预测 PTSD 症状的改善。PTSD 严重程度的改善与在情绪面孔观察期间腹侧前额叶皮层(vmPFC)与杏仁核之间的功能连接增加有关(在排除对象中具有最小预测误差的模型中保留了变化分数,标准化回归系数[β]为 2.90)。与接受咪达唑仑相比,接受氯胺酮的参与者的这种效应更强(交互β=0.86),并且在分析模型中纳入抑郁症状的同时变化后仍然存在(β=0.69)。在情绪冲突调节期间,背侧前扣带皮层活动减少以及 vmPFC 和前岛叶之间的无任务连接增加,也可以预测氯胺酮治疗后的改善(βs=-2.82,0.60)。通过动态因果建模进行的探索性随访分析表明,尽管两种药物治疗后 PTSD 症状的改善均与在情绪面孔观察期间,杏仁核→vmPFC 连接的兴奋性调节降低有关,但仅在接受氯胺酮治疗后改善的参与者中观察到 vmPFC 对杏仁核的自上而下抑制增加。在基线时,对面孔的杏仁核反应的前额叶抑制较低的个体在接受氯胺酮治疗后也显示出更大的改善。这些初步发现表明,特别是在氯胺酮的作用下,PTSD 症状的改善伴随着社交威胁信号下对杏仁核反应的低前额叶控制的正常化。