Network NeuroscienceNeurosciencePeer-reviewed journal article
Inducing a meditative state by artificial perturbations: A causal mechanistic understanding of brain dynamics underlying meditation
Paulina Clara DagninoiD, Javier A. GaladíiD, Estela CàmaraiD, Gustavo DecoiD, Anira EscrichsiD
Abstract
Contemplative neuroscience has increasingly explored meditation using neuroimaging. However, the brain mechanisms underlying meditation remain elusive. Here, we implemented a causal mechanistic framework to explore the spatiotemporal dynamics of expert meditators during meditation and rest. We first applied a model-free approach by defining a probabilistic metastable substate (PMS) space for each state, consisting of different probabilities of occurrence from a repertoire of dynamic patterns. Different brain signatures were mainly found in the triple-network model (i.e., the executive control, salience, and default-mode networks). Moreover, we implemented a model-based approach by adjusting the PMS of the resting state to a whole-brain model, which enabled us to explore in silico perturbations to transition to the meditation state. Consequently, we assessed the sensitivity of different brain areas regarding their perturbability and their mechanistic local-global effects. Using a synchronous protocol, we successfully transitioned from the resting state to the meditative state by shifting areas mainly from the somatomotor and dorsal attention networks. Overall, our work reveals distinct whole-brain dynamics in meditation compared to rest, and how the meditation state 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.
- organism: human
- assay: imaging
- research focus: benchmarking
- approach: statistical model
- approach: simulation
- Citations
- 5
- FWCI
- 0.97
- Field percentile
- top 30%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Characterizing the Dynamical Complexity underlying Meditation
Anira Escrichs, Ana Sanjuán, … Gustavo Deco·Frontiers in Systems NeurosciencePeer-reviewed·Jul 10, 2019
- The meditative brain: State and trait changes in harmonic complexity for long-term mindfulness meditators
Selen Atasoy, Anira Escrichs, … Morten L. Kringelbach·bioRxiv·Nov 16, 2023
- Mindfulness meditation changes the boundary and configuration of the primary functional networks in the brain
Shogo Kajimura, Naoki Masuda, … Kou Murayama·Scientific ReportsPeer-reviewed·Oct 28, 2020
- Microstate Dynamics of Focused Attention Meditation
Chuong Ngo, Erkin Bek, … Christoph Martin Michel·Brain TopographyPeer-reviewed·Apr 24, 2026
- Near-critical brain dynamics track effortlessness during meditation
Evan Lewis-Healey, Morten L. Kringelbach, … Ruben Laukkonen·bioRxiv·Aug 12, 2026
- The Neurodynamic Core of Meditation: Dissociating Meditation from Rest and Task in a Reliability-based EEG study
Praerna Chowdhury, Ramajayam Govindaraj, … Bindu M. Kutty·bioRxiv·May 31, 2026