Inducing a meditative state by artificial perturbations: A mechanistic understanding of brain dynamics underlying meditation.

IF 3.6 3区 医学 Q2 NEUROSCIENCES Network Neuroscience Pub Date : 2024-07-01 eCollection Date: 2024-01-01 DOI:10.1162/netn_a_00366
Paulina Clara Dagnino, Javier A Galadí, Estela Càmara, Gustavo Deco, Anira Escrichs
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Abstract

Contemplative neuroscience has increasingly explored meditation using neuroimaging. However, the brain mechanisms underlying meditation remain elusive. Here, we implemented a mechanistic framework to explore the spatiotemporal dynamics of expert meditators during meditation and rest, and controls during rest. We first applied a model-free approach by defining a probabilistic metastable substate (PMS) space for each condition, consisting of different probabilities of occurrence from a repertoire of dynamic patterns. Moreover, we implemented a model-based approach by adjusting the PMS of each condition to a whole-brain model, which enabled us to explore in silico perturbations to transition from resting-state to meditation and vice versa. Consequently, we assessed the sensitivity of different brain areas regarding their perturbability and their mechanistic local-global effects. Overall, our work reveals distinct whole-brain dynamics in meditation compared to rest, and how transitions can be induced with localized artificial perturbations. It motivates future work regarding meditation as a practice in health and as a potential therapy for brain disorders.

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通过人工扰动诱导冥想状态:从机理上理解冥想的大脑动力学基础。
沉思神经科学越来越多地利用神经成像技术探索冥想。然而,冥想的大脑机制仍然难以捉摸。在这里,我们采用了一个机制框架来探索冥想专家在冥想和休息时的时空动态,以及对照组在休息时的时空动态。我们首先应用了一种无模型方法,为每种情况定义了一个概率可变子态(PMS)空间,该空间由动态模式剧目中不同的发生概率组成。此外,我们还采用了一种基于模型的方法,将每种状态的 PMS 调整为全脑模型,这样我们就能探索从静息状态过渡到冥想以及从静息状态过渡到冥想的干扰。因此,我们评估了不同脑区对其可扰动性及其局部-全局机制效应的敏感性。总之,我们的研究揭示了冥想与静息状态下截然不同的全脑动态,以及如何通过局部人工扰动诱导过渡。这激励了我们未来将冥想作为一种健康练习和大脑疾病潜在疗法的工作。
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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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