Literature DB >> 32619708

Serotonergic psychedelics LSD & psilocybin increase the fractal dimension of cortical brain activity in spatial and temporal domains.

Thomas F Varley1, Robin Carhart-Harris2, Leor Roseman3, David K Menon4, Emmanuel A Stamatakis5.   

Abstract

Psychedelic drugs, such as psilocybin and LSD, represent unique tools for researchers investigating the neural origins of consciousness. Currently, the most compelling theories of how psychedelics exert their effects is by increasing the complexity of brain activity and moving the system towards a critical point between order and disorder, creating more dynamic and complex patterns of neural activity. While the concept of criticality is of central importance to this theory, few of the published studies on psychedelics investigate it directly, testing instead related measures such as algorithmic complexity or Shannon entropy. We propose using the fractal dimension of functional activity in the brain as a measure of complexity since findings from physics suggest that as a system organizes towards criticality, it tends to take on a fractal structure. We tested two different measures of fractal dimension, one spatial and one temporal, using fMRI data from volunteers under the influence of both LSD and psilocybin. The first was the fractal dimension of cortical functional connectivity networks and the second was the fractal dimension of BOLD time-series. In addition to the fractal measures, we used a well-established, non-fractal measure of signal complexity and show that they behave similarly. We were able to show that both psychedelic drugs significantly increased the fractal dimension of functional connectivity networks, and that LSD significantly increased the fractal dimension of BOLD signals, with psilocybin showing a non-significant trend in the same direction. With both LSD and psilocybin, we were able to localize changes in the fractal dimension of BOLD signals to brain areas assigned to the dorsal-attenion network. These results show that psychedelic drugs increase the fractal dimension of activity in the brain and we see this as an indicator that the changes in consciousness triggered by psychedelics are associated with evolution towards a critical zone.
Copyright © 2020. Published by Elsevier Inc.

Entities:  

Keywords:  Complexity; Consciousness; Criticality; Entropy; Fractal; LSD; Networks; Psilocybin; Psychedelic; fMRI

Mesh:

Substances:

Year:  2020        PMID: 32619708     DOI: 10.1016/j.neuroimage.2020.117049

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  12 in total

Review 1.  Molecular Mechanisms of Psilocybin and Implications for the Treatment of Depression.

Authors:  Susan Ling; Felicia Ceban; Leanna M W Lui; Yena Lee; Kayla M Teopiz; Nelson B Rodrigues; Orly Lipsitz; Hartej Gill; Mehala Subramaniapillai; Rodrigo B Mansur; Kangguang Lin; Roger Ho; Joshua D Rosenblat; David Castle; Roger S McIntyre
Journal:  CNS Drugs       Date:  2021-11-17       Impact factor: 5.749

2.  Brain Entropy During Aging Through a Free Energy Principle Approach.

Authors:  Filippo Cieri; Xiaowei Zhuang; Jessica Z K Caldwell; Dietmar Cordes
Journal:  Front Hum Neurosci       Date:  2021-03-22       Impact factor: 3.473

Review 3.  Consciousness as a multidimensional phenomenon: implications for the assessment of disorders of consciousness.

Authors:  Jasmine Walter
Journal:  Neurosci Conscious       Date:  2021-12-30

Review 4.  Psychedelic Therapy's Transdiagnostic Effects: A Research Domain Criteria (RDoC) Perspective.

Authors:  John R Kelly; Claire M Gillan; Jack Prenderville; Clare Kelly; Andrew Harkin; Gerard Clarke; Veronica O'Keane
Journal:  Front Psychiatry       Date:  2021-12-17       Impact factor: 4.157

5.  Consciousness is supported by near-critical slow cortical electrodynamics.

Authors:  Daniel Toker; Ioannis Pappas; Janna D Lendner; Joel Frohlich; Diego M Mateos; Suresh Muthukumaraswamy; Robin Carhart-Harris; Michelle Paff; Paul M Vespa; Martin M Monti; Friedrich T Sommer; Robert T Knight; Mark D'Esposito
Journal:  Proc Natl Acad Sci U S A       Date:  2022-02-15       Impact factor: 11.205

6.  How Psychedelic-Assisted Treatment Works in the Bayesian Brain.

Authors:  Daniel Villiger
Journal:  Front Psychiatry       Date:  2022-03-08       Impact factor: 4.157

7.  Self-organized criticality as a framework for consciousness: A review study.

Authors:  Nike Walter; Thilo Hinterberger
Journal:  Front Psychol       Date:  2022-07-15

8.  Entropy, Amnesia, and Abnormal Déjà Experiences.

Authors:  Lana Frankle
Journal:  Front Psychol       Date:  2022-07-27

9.  Preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injury.

Authors:  Andrea I Luppi; Michael M Craig; Peter Coppola; Alexander R D Peattie; Paola Finoia; Guy B Williams; Judith Allanson; John D Pickard; David K Menon; Emmanuel A Stamatakis
Journal:  Neuroimage Clin       Date:  2021-04-21       Impact factor: 4.881

10.  A Spectrum of Selves Reinforced in Multilevel Coherence: A Contextual Behavioural Response to the Challenges of Psychedelic-Assisted Therapy Development.

Authors:  Henry J Whitfield
Journal:  Front Psychiatry       Date:  2021-12-07       Impact factor: 5.435

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