Dynamic Change of Global and Local Information Processing in Propofol-Induced Loss and Recovery of Consciousness
M. Monti, E. Lutkenhoff, M. Rubinov, Pierre Boveroux, Audrey Vanhaudenhuyse, Olivia Gosseries, M. Bruno, Quentin Noirhomme, Melanie Boly, Steven Laureys
PLoS Comput. Biol. October 1, 2013 DOI: 10.1371/journal.pcbi.1003271 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Observational study Peer reviewed |
|---|---|
| Sample size | 12 |
| Population | Healthy volunteers |
| Intervention | Propofol |
| Key findings | Propofol-induced loss of consciousness was associated with cortico-cortical hypoconnectivity and increased characteristic path length, reflecting reduced global information-processing efficiency unique to unconsciousness, while sedation showed thalamo-cortical and cortico-cortical hyperconnectivity. The authors argue that loss of consciousness is mainly tied to cortico-cortical rather than thalamo-cortical mechanisms. |
Abstract
Whether unique to humans or not, consciousness is a central aspect of our experience of the world. The neural fingerprint of this experience, however, remains one of the least understood aspects of the human brain. In this paper we employ graph-theoretic measures and support vector machine classification to assess, in 12 healthy volunteers, the dynamic reconfiguration of functional connectivity during wakefulness, propofol-induced sedation and loss of consciousness, and the recovery of wakefulness. Our main findings, based on resting-state fMRI, are three-fold. First, we find that propofol-induced anesthesia does not bear differently on long-range versus short-range connections. Second, our multi-stage design dissociated an initial phase of thalamo-cortical and cortico-cortical hyperconnectivity, present during sedation, from a phase of cortico-cortical hypoconnectivity, apparent during loss of consciousness. Finally, we show that while clustering is increased during loss of consciousness, as recently suggested, it also remains significantly elevated during wakefulness recovery. Conversely, the characteristic path length of brain networks (i.e., the average functional distance between any two regions of the brain) appears significantly increased only during loss of consciousness, marking a decrease of global information-processing efficiency uniquely associated with unconsciousness. These findings suggest that propofol-induced loss of consciousness is mainly tied to cortico-cortical and not thalamo-cortical mechanisms, and that decreased efficiency of information flow is the main feature differentiating the conscious from the unconscious brain.
Citations in the library
Cited by 37
- Neural correlates of consciousness: progress and problems Nature Reviews Neuroscience April 20, 2016
- Spectral Signatures of Reorganised Brain Networks in Disorders of Consciousness PLoS Computational Biology October 16, 2014
- Large-scale signatures of unconsciousness are consistent with a departure from critical dynamics Journal of the Royal Society, Interface 2016
- Consciousness and complexity: a consilience of evidence Neuroscience of Consciousness 2021
- Dynamic functional connectivity and brain metastability during altered states of consciousness Neuroimage October 3, 2017
and 32 more in the library
Cites 11
- A default mode of brain function Proceedings of the National Academy of Sciences January 16, 2001
- An information integration theory of consciousness BMC Neuroscience November 2, 2004
- Consciousness as Integrated Information: a Provisional Manifesto Biological Bulletin December 1, 2008
- Breakdown of within- and between-network Resting State Functional Magnetic Resonance Imaging Connectivity during Propofol-induced Loss of Consciousness Anesthesiology September 30, 2010
- Hierarchical clustering of brain activity during human nonrapid eye movement sleep Proceedings of the National Academy of Sciences March 26, 2012
and 6 more in the library