The Unique Neural Signature of Your Trip: Functional Connectome Fingerprints of Subjective Psilocybin Experience

IF 3.1 3区 医学 Q2 NEUROSCIENCES Network Neuroscience Pub Date : 2023-11-01 DOI:10.1162/netn_a_00349
Hanna M. Tolle, Juan Carlos Farah, Pablo Mallaroni, Natasha L. Mason, Johannes G. Ramaekers, Enrico Amico
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Abstract

Abstract The emerging neuroscientific frontier of brain fingerprinting has recently established that human functional connectomes (FCs) exhibit fingerprint-like idiosyncratic features, which map onto heterogeneously distributed behavioural traits. Here, we harness brain-fingerprinting tools to extract FC features that predict subjective drug experience induced by the psychedelic psilocybin. Specifically, in neuroimaging data of healthy volunteers under the acute influence of psilocybin or a placebo, we show that, post psilocybin administration, FCs become more idiosyncratic due to greater inter-subject dissimilarity. Moreover, whereas in placebo subjects idiosyncratic features are primarily found in the frontoparietal network, in psilocybin subjects they concentrate in the default-mode network (DMN). Crucially, isolating the latter revealed an FC pattern that predicts subjective psilocybin experience and is characterised by reduced within-DMN and DMN-limbic connectivity, as well as increased connectivity between the DMN and attentional systems. Overall, these results contribute to bridging the gap between psilocybin-mediated effects on brain and behaviour, while demonstrating the value of a brain-fingerprinting approach to pharmacological neuroimaging.
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你旅行的独特神经特征:主观裸盖菇素体验的功能连接体指纹
最近,脑指纹识别这一新兴的神经科学前沿已经确定,人类功能连接体(FCs)表现出类似指纹的特质,这些特征映射到异质性分布的行为特征。在这里,我们利用脑指纹工具提取FC特征,预测迷幻药裸盖菇素诱导的主观药物体验。具体而言,在健康志愿者在裸盖菇素或安慰剂急性影响下的神经影像学数据中,我们表明,裸盖菇素给药后,由于受试者间的差异性更大,FCs变得更加特异。此外,在安慰剂受试者中,特异特征主要在额顶叶网络中发现,而在裸盖菇素受试者中,它们集中在默认模式网络(DMN)中。至关重要的是,分离后者揭示了一种预测主观裸盖菇素体验的FC模式,其特征是DMN内部和DMN边缘连接减少,以及DMN与注意系统之间的连接增加。总的来说,这些结果有助于弥合裸盖菇素对大脑和行为的介导作用之间的差距,同时证明了脑指纹识别方法对药理神经成像的价值。
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来源期刊
Network Neuroscience
Network Neuroscience NEUROSCIENCES-
CiteScore
6.40
自引率
6.40%
发文量
68
审稿时长
16 weeks
期刊最新文献
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