Brain network disintegration during sedation is mediated by the complexity of sparsely connected regions.
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Authors
Pappas, I
Adapa, RM
Menon, DK
Stamatakis, EA
Publication Date
2019-02-01Journal Title
Neuroimage
ISSN
1053-8119
Publisher
Elsevier BV
Volume
186
Pages
221-233
Language
eng
Type
Article
This Version
VoR
Physical Medium
Print-Electronic
Metadata
Show full item recordCitation
Pappas, I., Adapa, R., Menon, D., & Stamatakis, E. (2019). Brain network disintegration during sedation is mediated by the complexity of sparsely connected regions.. Neuroimage, 186 221-233. https://doi.org/10.1016/j.neuroimage.2018.10.078
Abstract
The precise mechanism of anaesthetic action on a neural level remains unclear. Recent approaches suggest that anaesthetics attenuate the complexity of interactions (connectivity) however evidence remains insufficient. We used tools from network and information theory to show that, during propofol-induced sedation, a collection of brain regions displayed decreased complexity in their connectivity patterns, especially so if they were sparsely connected. Strikingly, we found that, despite their low connectivity strengths, these regions exhibited an inordinate role in network integration. Their location and connectivity complexity delineated a specific pattern of sparse interactions mainly involving default mode regions while their connectivity complexity during the awake state also correlated with reaction times during sedation signifying its importance as a reliable indicator of the effects of sedation on individuals. Contrary to established views suggesting sedation affects only richly connected brain regions, we propose that suppressed complexity of sparsely connected regions should be considered a critical feature of any candidate mechanistic description for loss of consciousness.
Keywords
Complexity, Default mode network, Degree distribution, Entropy, Functional connectivity, Graph theory, Propofol, Rare degrees, Sedation, Sparse connectivity, Adult, Anesthetics, Intravenous, Brain, Brain Mapping, Female, Humans, Information Theory, Magnetic Resonance Imaging, Male, Middle Aged, Neural Pathways, Propofol, Young Adult
Sponsorship
Department of Health (via National Institute for Health Research (NIHR)) (unknown)
Wellcome Trust (083660/Z/07/Z)
Identifiers
External DOI: https://doi.org/10.1016/j.neuroimage.2018.10.078
This record's URL: https://www.repository.cam.ac.uk/handle/1810/286608
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