TY - JOUR
T1 - Effects of classic psychedelic drugs on turbulent signatures in brain dynamics
AU - Cruzat, Josephine
AU - Perl, Yonatan Sanz
AU - Escrichs, Anira
AU - Vohryzek, Jakub
AU - Timmermann, Christopher
AU - Roseman, Leor
AU - Luppi, Andrea I.
AU - Ibañez, Agustin
AU - Nutt, David
AU - Carhart-Harris, Robin
AU - Tagliazucchi, Enzo
AU - Deco, Gustavo
AU - Kringelbach, Morten L.
N1 - Publisher Copyright:
© 2022 Massachusetts Institute of Technology Published under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
PY - 2022/10/1
Y1 - 2022/10/1
N2 - 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.
AB - 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.
KW - LSD
KW - Psilocybin
KW - Psychedelics
KW - Turbulence
UR - http://www.scopus.com/inward/record.url?scp=85133126716&partnerID=8YFLogxK
U2 - 10.1162/netn_a_00250
DO - 10.1162/netn_a_00250
M3 - Article
AN - SCOPUS:85133126716
SN - 2472-1751
VL - 6
SP - 1104
EP - 1124
JO - Network Neuroscience
JF - Network Neuroscience
IS - 4
ER -