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LSD and psilocybin flatten the brain’s energy landscape: insights from receptor-informed network control theory

View ORCID ProfileS. Parker Singleton, View ORCID ProfileAndrea I. Luppi, View ORCID ProfileRobin L. Carhart-Harris, View ORCID ProfileJosephine Cruzat, View ORCID ProfileLeor Roseman, View ORCID ProfileDavid J. Nutt, View ORCID ProfileGustavo Deco, View ORCID ProfileMorten L. Kringelbach, View ORCID ProfileEmmanuel A. Stamatakis, View ORCID ProfileAmy Kuceyeski
doi: https://doi.org/10.1101/2021.05.14.444193
S. Parker Singleton
ADepartment of Computational Biology, Cornell University, Ithaca, USA
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  • For correspondence: sps253@cornell.edu
Andrea I. Luppi
BDivision of Anesthesia, School of Clinical Medicine, University of Cambridge, Cambridge, United Kingdom
CDepartment of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
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  • ORCID record for Andrea I. Luppi
Robin L. Carhart-Harris
DCenter for Psychedelic Research, Department of Brain Science, Imperial College London, London, United Kingdom
EPsychedelics Division, Neuroscape, University of California San Francisco, USA
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  • ORCID record for Robin L. Carhart-Harris
Josephine Cruzat
FLatin American Brain Health Institute (BrainLat), Universidad Adolfo Ibanez, Santiago, Chile
GCenter for Brain and Cognition, Computational Neuroscience Group, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Roc Boronat 138, Barcelona, Spain
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Leor Roseman
DCenter for Psychedelic Research, Department of Brain Science, Imperial College London, London, United Kingdom
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David J. Nutt
DCenter for Psychedelic Research, Department of Brain Science, Imperial College London, London, United Kingdom
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  • ORCID record for David J. Nutt
Gustavo Deco
GCenter for Brain and Cognition, Computational Neuroscience Group, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Roc Boronat 138, Barcelona, Spain
HInstitució Catalana de la Recerca i Estudis Avançats (ICREA), Passeig Lluís Companys 23, Barcelona, Spain
IDepartment of Neuropsychology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
JSchool of Psychological Sciences, Monash University, Melbourne, Clayton, Australia
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Morten L. Kringelbach
KDepartment of Psychiatry, University of Oxford, Oxford, United Kingdom
LCenter of Music in the Brain (MIB), Clinical Medicine, Aarhus University, Denmark
MCentre for Eudaimonia and Human Flourishing, University of Oxford
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Emmanuel A. Stamatakis
BDivision of Anesthesia, School of Clinical Medicine, University of Cambridge, Cambridge, United Kingdom
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  • ORCID record for Emmanuel A. Stamatakis
Amy Kuceyeski
ADepartment of Computational Biology, Cornell University, Ithaca, USA
NDepartment of Radiology, Weill Cornell Medicine, New York, USA
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Abstract

Psychedelics like lysergic acid diethylamide (LSD) and psilocybin offer a powerful window into the function of the human brain and mind, by temporarily altering subjective experience through their neurochemical effects. A recent model postulates that serotonin 2a (5-HT2a) receptor agonism allows the brain to explore its dynamic landscape more readily, as reflected by 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 measured using functional magnetic resonance imaging (fMRI) in individuals under LSD, psilocybin, and placebo conditions. We show that LSD and psilocybin reduce the amount of control energy required for brain state transitions, and, furthermore, that, across individuals, LSD’s 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 from publicly available (non-drug) positron emission tomography (PET) maps, we demonstrate the specific role of this receptor in reducing 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, by combining receptor-informed network control theory with pharmacological modulation, our work highlights the potential of this approach in studying the impacts of targeted neuropharmacological manipulation on brain activity dynamics.

Significance Statement We present a multi-modal framework for quantifying the effects of two psychedelic drugs (LSD and psilocybin) on brain dynamics by combining functional magnetic resonance imaging (fMRI), diffusion MRI (dMRI), positron emission tomography (PET) and network control theory. Our findings provide evidence that psychedelics flatten the brain’s control energy landscape, allowing for more facile state transitions and more temporally diverse brain activity. We also demonstrate that the spatial distribution of serotonin 2a receptors - the main target of LSD and psilocybin - is optimized for generating these effects. This approach could be used to understand how drugs act on different receptors in the brain to influence brain activity dynamics.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted May 04, 2022.
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LSD and psilocybin flatten the brain’s energy landscape: insights from receptor-informed network control theory
S. Parker Singleton, Andrea I. Luppi, Robin L. Carhart-Harris, Josephine Cruzat, Leor Roseman, David J. Nutt, Gustavo Deco, Morten L. Kringelbach, Emmanuel A. Stamatakis, Amy Kuceyeski
bioRxiv 2021.05.14.444193; doi: https://doi.org/10.1101/2021.05.14.444193
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LSD and psilocybin flatten the brain’s energy landscape: insights from receptor-informed network control theory
S. Parker Singleton, Andrea I. Luppi, Robin L. Carhart-Harris, Josephine Cruzat, Leor Roseman, David J. Nutt, Gustavo Deco, Morten L. Kringelbach, Emmanuel A. Stamatakis, Amy Kuceyeski
bioRxiv 2021.05.14.444193; doi: https://doi.org/10.1101/2021.05.14.444193

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