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Receptor-informed network control theory links LSD and psilocybin to a flattening of the brain's control energy landscape.

Published version
Peer-reviewed

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Abstract

Psychedelics including lysergic acid diethylamide (LSD) and psilocybin temporarily alter subjective experience through their neurochemical effects. Serotonin 2a (5-HT2a) receptor agonism by these compounds is associated with more diverse (entropic) brain activity. We postulate that this increase in entropy may arise in part from a flattening of the brain's control energy landscape, which can be observed using network control theory to quantify the energy required to transition between recurrent brain states. Using brain states derived from existing functional magnetic resonance imaging (fMRI) datasets, we show that LSD and psilocybin reduce control energy required for brain state transitions compared to placebo. Furthermore, across individuals, reduction in control energy correlates with more frequent state transitions and increased entropy of brain state dynamics. Through network control analysis that incorporates the spatial distribution of 5-HT2a receptors (obtained from publicly available positron emission tomography (PET) data under non-drug conditions), we demonstrate an association between the 5-HT2a receptor and reduced control energy. Our findings provide evidence that 5-HT2a receptor agonist compounds allow for more facile state transitions and more temporally diverse brain activity. More broadly, we demonstrate that receptor-informed network control theory can model the impact of neuropharmacological manipulation on brain activity dynamics.

Description

Funder: Gates Cambridge Trust; doi: https://doi.org/10.13039/501100005370


Funder: Alex Mosley Charitable Trust


Funder: Spanish Ministry of Science and Innovation: BES-2017-080364


Funder: Spanish Research Project: PID2019-105772GB-I00 AEI FEDER EU Spanish Ministry of Science, Innovation and Universities State Research Agency European Regional Development Funds Human Brain Project Specific Grant Agreement: 945539 EU H2020 FET Flagship program and SGR Research Support Group support (ref. 2017 SGR 1545) Catalan Agency for Management of University and Research Grants (AGAUR)


Funder: Stephen Erskine Fellowship


Funder: U.S. Department of Health & Human Services | National Institutes of Health (NIH)

Journal Title

Nat Commun

Conference Name

Journal ISSN

2041-1723
2041-1723

Volume Title

Publisher

Springer Science and Business Media LLC

Rights and licensing

Except where otherwised noted, this item's license is described as http://creativecommons.org/licenses/by/4.0/
Sponsorship
National Science Foundation (NSF) (DGE-1650441)
Danmarks Grundforskningsfond (Danish National Research Foundation) (DNRF117)
Canadian Institute for Advanced Research (L'Institut Canadien de Recherches Avancées) (RCZB/072 RG93193)
U.S. Department of Health & Human Services | National Institutes of Health (NIH) (RF1MH123232, R01NS102646, R21NS104634)