Effects of classic psychedelic drugs on turbulent signatures in brain dynamics

Author:

Cruzat Josephine123ORCID,Perl Yonatan Sanz2,Escrichs Anira2,Vohryzek Jakub23,Timmermann Christopher4,Roseman Leor4,Luppi Andrea I.5678,Ibañez Agustin1910,Nutt David4,Carhart-Harris Robin411,Tagliazucchi Enzo112,Deco Gustavo2131415,Kringelbach Morten L.31617

Affiliation:

1. Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibañez, Santiago, Chile

2. Computational Neuroscience Group, Center for Brain and Cognition, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Catalonia, Spain

3. Centre for Eudaimonia and Human Flourishing, Linacre College, University of Oxford, Oxford, United Kingdom

4. Centre for Psychedelic Research, Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, United Kingdom

5. Division of Anaesthesia, School of Clinical Medicine, University of Cambridge, Cambridge, United Kingdom

6. Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom

7. Leverhulme Centre for the Future of Intelligence, University of Cambridge, Cambridge, United Kingdom

8. The Alan Turing Institute, London, United Kingdom

9. Cognitive Neuroscience Center (CNC), Universidad de San Andrés, and CONICET, Buenos Aires, Argentina

10. Global Brain Health Institute (GBHI), University of California San Francisco (UCSF), San Francisco, CA, USA, and Trinity College Dublin (TCD), Dublin, Ireland

11. Psychedelics Division–Neuroscape, Department of Neurology, University of California San Francisco, San Francisco, CA, USA

12. Physics Department, University of Buenos Aires, and Buenos Aires Physics Institute, Buenos Aires, Argentina

13. Institució Catalana de la Recerca i Estudis Avancats (ICREA), Barcelona, Spain

14. Department of Neuropsychology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany

15. School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia

16. Department of Psychiatry, University of Oxford, Oxford, United Kingdom

17. Center for Music in the Brain, Department of Clinical Medicine, Aarhus University, Denmark

Abstract

Abstract Psychedelic drugs show promise as safe and effective treatments for neuropsychiatric disorders, yet their mechanisms of action are not fully understood. A fundamental hypothesis is that psychedelics work by dose-dependently changing the functional hierarchy of brain dynamics, but it is unclear whether different psychedelics act similarly. Here, we investigated the changes in the brain’s functional hierarchy associated with two different psychedelics (LSD and psilocybin). Using a novel turbulence framework, we were able to determine the vorticity, that is, the local level of synchronization, that allowed us to extend the standard global time-based measure of metastability to become a local-based measure of both space and time. This framework produced detailed signatures of turbulence-based hierarchical change for each psychedelic drug, revealing consistent and discriminate effects on a higher level network, that is, the default mode network. Overall, our findings directly support a prior hypothesis that psychedelics modulate (i.e., “compress”) the functional hierarchy and provide a quantification of these changes for two different psychedelics. Implications for therapeutic applications of psychedelics are discussed.

Funder

EU H2020 FET Flagship Programme

EU H2020 FET Proactive Project Neurotwin

Gates Cambridge Scholarship

Publisher

MIT Press

Subject

Applied Mathematics,Artificial Intelligence,Computer Science Applications,General Neuroscience

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