Signature of consciousness in brain-wide synchronization patterns of monkey and human fMRI signals.


Journal

NeuroImage
ISSN: 1095-9572
Titre abrégé: Neuroimage
Pays: United States
ID NLM: 9215515

Informations de publication

Date de publication:
01 02 2021
Historique:
received: 01 05 2020
revised: 07 09 2020
accepted: 14 10 2020
pubmed: 3 11 2020
medline: 2 3 2021
entrez: 2 11 2020
Statut: ppublish

Résumé

During the sleep-wake cycle, the brain undergoes profound dynamical changes, which manifest subjectively as transitions between conscious experience and unconsciousness. Yet, neurophysiological signatures that can objectively distinguish different consciousness states based are scarce. Here, we show that differences in the level of brain-wide signals can reliably distinguish different stages of sleep and anesthesia from the awake state in human and monkey fMRI resting state data. Moreover, a whole-brain computational model can faithfully reproduce changes in global synchronization and other metrics such as functional connectivity, structure-function relationship, integration and segregation across vigilance states. We demonstrate that the awake brain is close to a Hopf bifurcation, which naturally coincides with the emergence of globally correlated fMRI signals. Furthermore, simulating lesions of individual brain areas highlights the importance of connectivity hubs in the posterior brain and subcortical nuclei for maintaining the model in the awake state, as predicted by graph-theoretical analyses of structural data.

Identifiants

pubmed: 33137478
pii: S1053-8119(20)30955-1
doi: 10.1016/j.neuroimage.2020.117470
pii:
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

117470

Informations de copyright

Copyright © 2020 The Author(s). Published by Elsevier Inc. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of Competing Interest The authors declare no competing financial interests.

Auteurs

Gerald Hahn (G)

Center for Brain and Cognition, Computational Neuroscience Group, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Spain. Electronic address: gerald.hahn@upf.edu.

Gorka Zamora-López (G)

Center for Brain and Cognition, Computational Neuroscience Group, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Spain.

Lynn Uhrig (L)

Commissariat à l'Énergie Atomique et aux Énergies Alternatives, Direction de la Recherche Fondamentale, NeuroSpin Center, Gif-sur-Yvette, France; Cognitive Neuroimaging Unit, Institut National de la Santé et de la Recherche Médicale U992, Gif-sur-Yvette, France.

Enzo Tagliazucchi (E)

Institute for Medical Psychology, Christian Albrechts University, Kiel, Germany; Department of Neurology and Brain Imaging Center, Goethe University, Frankfurt am Main, Germany; Department of Physics, University of Buenos Aires, Argentina; National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina.

Helmut Laufs (H)

Department of Neurology and Brain Imaging Center, Goethe University, Frankfurt am Main, Germany; Department of Neurology, Christian Albrechts University, Kiel, Germany.

Dante Mantini (D)

Research Center for Motor Control and Neuroplasticity, KU Leuven, Leuven, Belgium; Brain Imaging and Neural Dynamics Research Group, IRCSS San Camillo Hospital, Venice, Italy.

Morten L Kringelbach (ML)

Department of Psychiatry, University of Oxford, Oxford, United Kingdom; Center for Music in the Brain, Department of Clinical Medicine, Aarhus University, Denmark; Centre for Eudaimonia and Human Flourishing, University of Oxford, UK.

Bechir Jarraya (B)

Commissariat à l'Énergie Atomique et aux Énergies Alternatives, Direction de la Recherche Fondamentale, NeuroSpin Center, Gif-sur-Yvette, France; Cognitive Neuroimaging Unit, Institut National de la Santé et de la Recherche Médicale U992, Gif-sur-Yvette, France; University of Versailles Saint-Quentin-en-Yvelines, Université Paris-Saclay, Versailles, France; Neuromodulation Unit, Foch Hospital, Suresnes, France.

Gustavo Deco (G)

Center for Brain and Cognition, Computational Neuroscience Group, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Spain; Institució Catalana de la Recerca i Estudis Avançats, Barcelona, Spain; Department of Neuropsychology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Melbourne, Clayton, Australia.

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Classifications MeSH