Olsen Anders S, Lykkebo-Valløe Anders, Ozenne Brice, Madsen Martin K, Stenbæk Dea S, Armand Sophia, Mørup Morten, Ganz Melanie, Knudsen Gitte M, Fisher Patrick M
Neurobiology Research Unit and NeuroPharm, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Department of Applied Mathematics and Computer Science, DTU Compute, Kgs. Lyngby, Denmark.
Neurobiology Research Unit and NeuroPharm, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark.
Neuroimage. 2022 Dec 1;264:119716. doi: 10.1016/j.neuroimage.2022.119716. Epub 2022 Oct 27.
Psilocin, the neuroactive metabolite of psilocybin, is a serotonergic psychedelic that induces an acute altered state of consciousness, evokes lasting changes in mood and personality in healthy individuals, and has potential as an antidepressant treatment. Examining the acute effects of psilocin on resting-state time-varying functional connectivity implicates network-level connectivity motifs that may underlie acute and lasting behavioral and clinical effects.
Evaluate the association between resting-state time-varying functional connectivity (tvFC) characteristics and plasma psilocin level (PPL) and subjective drug intensity (SDI) before and right after intake of a psychedelic dose of psilocybin in healthy humans.
Fifteen healthy individuals completed the study. Before and at multiple time points after psilocybin intake, we acquired 10-minute resting-state blood-oxygen-level-dependent functional magnetic resonance imaging scans. Leading Eigenvector Dynamics Analysis (LEiDA) and diametrical clustering were applied to estimate discrete, sequentially active brain states. We evaluated associations between the fractional occurrence of brain states during a scan session and PPL and SDI using linear mixed-effects models. We examined associations between brain state dwell time and PPL and SDI using frailty Cox proportional hazards survival analysis.
Fractional occurrences for two brain states characterized by lateral frontoparietal and medial fronto-parietal-cingulate coherence were statistically significantly negatively associated with PPL and SDI. Dwell time for these brain states was negatively associated with SDI and, to a lesser extent, PPL. Conversely, fractional occurrence and dwell time of a fully connected brain state partly associated with motion was positively associated with PPL and SDI.
Our findings suggest that the acute perceptual psychedelic effects induced by psilocybin may stem from drug-level associated decreases in the occurrence and duration of lateral and medial frontoparietal connectivity motifs. We apply and argue for a modified approach to modeling eigenvectors produced by LEiDA that more fully acknowledges their underlying structure. Together these findings contribute to a more comprehensive neurobiological framework underlying acute effects of serotonergic psychedelics.
裸盖菇素的神经活性代谢产物赛洛西宾是一种血清素能致幻剂,可诱导意识的急性改变状态,在健康个体中引发情绪和性格的持久变化,并且具有作为抗抑郁治疗方法的潜力。研究赛洛西宾对静息态时变功能连接的急性影响,涉及到可能是急性和持久行为及临床效应基础的网络级连接模式。
评估健康人摄入致幻剂量的裸盖菇素之前和之后即刻,静息态时变功能连接(tvFC)特征与血浆赛洛西宾水平(PPL)及主观药物强度(SDI)之间的关联。
15名健康个体完成了该研究。在摄入裸盖菇素之前及之后的多个时间点,我们采集了10分钟的静息态血氧水平依赖性功能磁共振成像扫描数据。应用主导特征向量动力学分析(LEiDA)和直径聚类来估计离散的、顺序活跃的脑状态。我们使用线性混合效应模型评估扫描期间脑状态的分数出现率与PPL及SDI之间的关联。我们使用脆弱Cox比例风险生存分析来研究脑状态停留时间与PPL及SDI之间的关联。
以外侧额顶叶和内侧额顶叶 - 扣带回连贯性为特征的两种脑状态的分数出现率与PPL及SDI在统计学上显著负相关。这些脑状态的停留时间与SDI负相关,与PPL的负相关程度较小。相反,部分与运动相关的完全连接脑状态的分数出现率和停留时间与PPL及SDI正相关。
我们的研究结果表明,裸盖菇素诱导的急性感知致幻效应可能源于药物水平相关的外侧和内侧额顶叶连接模式出现率和持续时间的降低。我们应用并主张一种改进的方法来对LEiDA产生的特征向量进行建模,该方法更充分地认识到其潜在结构。这些发现共同促成了一个更全面的神经生物学框架,以解释血清素能致幻剂的急性效应。