Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2021 Jun 22;35(12):109270.
doi: 10.1016/j.celrep.2021.109270.

Attractor competition enriches cortical dynamics during awakening from anesthesia

Affiliations
Free article

Attractor competition enriches cortical dynamics during awakening from anesthesia

Núria Tort-Colet et al. Cell Rep. .
Free article

Abstract

Slow oscillations (≲ 1 Hz), a hallmark of slow-wave sleep and deep anesthesia across species, arise from spatiotemporal patterns of activity whose complexity increases as wakefulness is approached and cognitive functions emerge. The arousal process constitutes an open window to the unknown mechanisms underlying the emergence of such dynamical richness in awake cortical networks. Here, we investigate the changes in network dynamics as anesthesia fades out in the rat visual cortex. Starting from deep anesthesia, slow oscillations gradually increase their frequency, eventually expressing maximum regularity. This stage is followed by the abrupt onset of an infra-slow (~0.2 Hz) alternation between sleep-like oscillations and activated states. A population rate model reproduces this transition driven by an increased excitability that brings it to periodically cross a critical point. Based on our model, dynamical richness emerges as a competition between two metastable attractor states, a conclusion strongly supported by the data.

Keywords: Up states; attractor dynamics; brain states; cerebral cortex; infra-slow oscillations; metastability; micro-arousals; neural network models; sleep-wake transition; synchronization.

PubMed Disclaimer

Conflict of interest statement

Declaration of interests The authors declare no competing interests.

Similar articles

Cited by

  • The coming decade of digital brain research: A vision for neuroscience at the intersection of technology and computing.
    Amunts K, Axer M, Banerjee S, Bitsch L, Bjaalie JG, Brauner P, Brovelli A, Calarco N, Carrere M, Caspers S, Charvet CJ, Cichon S, Cools R, Costantini I, D'Angelo EU, De Bonis G, Deco G, DeFelipe J, Destexhe A, Dickscheid T, Diesmann M, Düzel E, Eickhoff SB, Einevoll G, Eke D, Engel AK, Evans AC, Evers K, Fedorchenko N, Forkel SJ, Fousek J, Friederici AD, Friston K, Furber S, Geris L, Goebel R, Güntürkün O, Hamid AIA, Herold C, Hilgetag CC, Hölter SM, Ioannidis Y, Jirsa V, Kashyap S, Kasper BS, d'Exaerde AK, Kooijmans R, Koren I, Kotaleski JH, Kiar G, Klijn W, Klüver L, Knoll AC, Krsnik Z, Kämpfer J, Larkum ME, Linne ML, Lippert T, Abdullah JM, Maio PD, Magielse N, Maquet P, Mascaro ALA, Marinazzo D, Mejias J, Meyer-Lindenberg A, Migliore M, Michael J, Morel Y, Morin FO, Muckli L, Nagels G, Oden L, Palomero-Gallagher N, Panagiotaropoulos F, Paolucci PS, Pennartz C, Peeters LM, Petkoski S, Petkov N, Petro LS, Petrovici MA, Pezzulo G, Roelfsema P, Ris L, Ritter P, Rockland K, Rotter S, Rowald A, Ruland S, Ryvlin P, Salles A, Sanchez-Vives MV, Schemmel J, Senn W, de Sousa AA, Ströckens F, Thirion B, Uludağ K, Vanni S, van Albada SJ, Vanduffel W, Vezoli J, Vincenz-Donnelly L, Walter F,… See abstract for full author list ➔ Amunts K, et al. Imaging Neurosci (Camb). 2024 Apr 18;2:imag-2-00137. doi: 10.1162/imag_a_00137. eCollection 2024. Imaging Neurosci (Camb). 2024. PMID: 40800542 Free PMC article.
  • Up and Down States During Slow Oscillations in Slow-Wave Sleep and Different Levels of Anesthesia.
    Torao-Angosto M, Manasanch A, Mattia M, Sanchez-Vives MV. Torao-Angosto M, et al. Front Syst Neurosci. 2021 Feb 9;15:609645. doi: 10.3389/fnsys.2021.609645. eCollection 2021. Front Syst Neurosci. 2021. PMID: 33633546 Free PMC article.
  • Adaptation Shapes Local Cortical Reactivity: From Bifurcation Diagram and Simulations to Human Physiological and Pathological Responses.
    Cattani A, Galluzzi A, Fecchio M, Pigorini A, Mattia M, Massimini M. Cattani A, et al. eNeuro. 2023 Jul 24;10(7):ENEURO.0435-22.2023. doi: 10.1523/ENEURO.0435-22.2023. Print 2023 Jul. eNeuro. 2023. PMID: 37451868 Free PMC article.
  • M-current modulation of cortical slow oscillations: Network dynamics and computational modeling.
    Dalla Porta L, Barbero-Castillo A, Sanchez-Sanchez JM, Sanchez-Vives MV. Dalla Porta L, et al. PLoS Comput Biol. 2023 Jul 5;19(7):e1011246. doi: 10.1371/journal.pcbi.1011246. eCollection 2023 Jul. PLoS Comput Biol. 2023. PMID: 37405991 Free PMC article.
  • Complexity of cortical wave patterns of the wake mouse cortex.
    Liang Y, Liang J, Song C, Liu M, Knöpfel T, Gong P, Zhou C. Liang Y, et al. Nat Commun. 2023 Mar 15;14(1):1434. doi: 10.1038/s41467-023-37088-6. Nat Commun. 2023. PMID: 36918572 Free PMC article.

Publication types

LinkOut - more resources