Literature DB >> 33524579

Increased sensitivity to strong perturbations in a whole-brain model of LSD.

Beatrice M Jobst1, Selen Atasoy2, Adrián Ponce-Alvarez3, Ana Sanjuán3, Leor Roseman4, Mendel Kaelen4, Robin Carhart-Harris4, Morten L Kringelbach2, Gustavo Deco5.   

Abstract

Lysergic acid diethylamide (LSD) is a potent psychedelic drug, which has seen a revival in clinical and pharmacological research within recent years. Human neuroimaging studies have shown fundamental changes in brain-wide functional connectivity and an expansion of dynamical brain states, thus raising the question about a mechanistic explanation of the dynamics underlying these alterations. Here, we applied a novel perturbational approach based on a whole-brain computational model, which opens up the possibility to externally perturb different brain regions in silico and investigate differences in dynamical stability of different brain states, i.e. the dynamical response of a certain brain region to an external perturbation. After adjusting the whole-brain model parameters to reflect the dynamics of functional magnetic resonance imaging (fMRI) BOLD signals recorded under the influence of LSD or placebo, perturbations of different brain areas were simulated by either promoting or disrupting synchronization in the regarding brain region. After perturbation offset, we quantified the recovery characteristics of the brain area to its basal dynamical state with the Perturbational Integration Latency Index (PILI) and used this measure to distinguish between the two brain states. We found significant changes in dynamical complexity with consistently higher PILI values after LSD intake on a global level, which indicates a shift of the brain's global working point further away from a stable equilibrium as compared to normal conditions. On a local level, we found that the largest differences were measured within the limbic network, the visual network and the default mode network. Additionally, we found a higher variability of PILI values across different brain regions after LSD intake, indicating higher response diversity under LSD after an external perturbation. Our results provide important new insights into the brain-wide dynamical changes underlying the psychedelic state - here provoked by LSD intake - and underline possible future clinical applications of psychedelic drugs in particular psychiatric disorders.
Copyright © 2021. Published by Elsevier Inc.

Entities:  

Keywords:  Brain state; Functional MRI; LSD; Perturbation; Resting state networks; Whole-brain modelling

Year:  2021        PMID: 33524579     DOI: 10.1016/j.neuroimage.2021.117809

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


  4 in total

1.  The INSIDEOUT framework provides precise signatures of the balance of intrinsic and extrinsic dynamics in brain states.

Authors:  Gustavo Deco; Yonatan Sanz Perl; Hernan Bocaccio; Enzo Tagliazucchi; Morten L Kringelbach
Journal:  Commun Biol       Date:  2022-06-10

Review 2.  Prefrontal contributions to the stability and variability of thought and conscious experience.

Authors:  Andre Zamani; Robin Carhart-Harris; Kalina Christoff
Journal:  Neuropsychopharmacology       Date:  2021-09-20       Impact factor: 7.853

3.  Abnormal developmental trends of functional connectivity in young children with infantile esotropia.

Authors:  Jianlin Guo; Yuanyuan Chen; Wen Liu; Lijuan Huang; Di Hu; Yanqiu Lv; Huiying Kang; Ningdong Li; Yun Peng
Journal:  Front Neurosci       Date:  2022-08-18       Impact factor: 5.152

4.  Differential contributions of serotonergic and dopaminergic functional connectivity to the phenomenology of LSD.

Authors:  Timothy Lawn; Ottavia Dipasquale; Alexandros Vamvakas; Ioannis Tsougos; Mitul A Mehta; Matthew A Howard
Journal:  Psychopharmacology (Berl)       Date:  2022-03-24       Impact factor: 4.415

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.