Brain dynamics predictive of response to psilocybin for treatment-resistant depression

J. Vohryzek, Joana Cabral, Louis-David Lord, Henrique M. Fernandes, L. Roseman, David J Nutt, Robin L. Carhart-Harris, G. Deco, Morten L. Kringelbach
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Abstract

Psilocybin therapy for depression has started to show promise, yet the underlying causal mechanisms are not currently known. Here we leveraged the differential outcome in responders and non-responders to psilocybin (10mg and 25mg, 7 days apart) therapy for depression - to gain new insights into regions and networks implicated in the restoration of healthy brain dynamics. We used large-scale brain modelling to fit the spatiotemporal brain dynamics at rest in both responders and non-responders before treatment. Dynamic sensitivity analysis of systematic perturbation of these models enabled us to identify specific brain regions implicated in a transition from a depressive brain state to a heathy one. Binarizing the sample into treatment responders (>50% reduction in depressive symptoms) versus non-responders enabled us to identify a subset of regions implicated in this change. Interestingly, these regions correlate with in vivo density maps of serotonin receptors 5-Hydroxytryptamine 2a and 5-Hydroxytryptamine 1a, which psilocin, the active metabolite of psilocybin, has an appreciable affinity for, and where it acts as a full-to-partial agonist. Serotonergic transmission has long been associated with depression and our findings provide causal mechanistic evidence for the role of brain regions in the recovery from depression via psilocybin.
预测对治疗耐药性抑郁症的迷幻药反应的大脑动力学
治疗抑郁症的迷幻药疗法已初见成效,但其潜在的成因机制目前尚不清楚。在这里,我们利用对治疗抑郁症的迷幻剂(10 毫克和 25 毫克,间隔 7 天)有反应者和无反应者的不同结果,对与恢复健康大脑动态有关的区域和网络获得了新的认识。我们使用大规模大脑建模来拟合有反应者和无反应者在治疗前静息状态下的大脑时空动态。通过对这些模型的系统扰动进行动态灵敏度分析,我们确定了从抑郁状态过渡到健康状态的特定脑区。将样本分为治疗应答者(抑郁症状减少>50%)和非应答者,使我们能够确定与这种变化有关的区域子集。有趣的是,这些区域与体内血清素受体 5-Hydroxytryptamine 2a 和 5-Hydroxytryptamine 1a 的密度图相关。长期以来,血清素能传导一直与抑郁症有关,我们的研究结果为通过迷幻药从抑郁症中恢复的脑区作用提供了因果机制证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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