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Connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under LSD

Recent studies have started to elucidate the effects of lysergic acid diethylamide (LSD) on the human brain but the underlying dynamics are not yet fully understood. Here we used ’connectome-harmonic decomposition’, a novel method to investigate the dynamical changes in brain states. We found that L...

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Autores principales: Atasoy, Selen, Roseman, Leor, Kaelen, Mendel, Kringelbach, Morten L., Deco, Gustavo, Carhart-Harris, Robin L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5732294/
https://www.ncbi.nlm.nih.gov/pubmed/29247209
http://dx.doi.org/10.1038/s41598-017-17546-0
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author Atasoy, Selen
Roseman, Leor
Kaelen, Mendel
Kringelbach, Morten L.
Deco, Gustavo
Carhart-Harris, Robin L.
author_facet Atasoy, Selen
Roseman, Leor
Kaelen, Mendel
Kringelbach, Morten L.
Deco, Gustavo
Carhart-Harris, Robin L.
author_sort Atasoy, Selen
collection PubMed
description Recent studies have started to elucidate the effects of lysergic acid diethylamide (LSD) on the human brain but the underlying dynamics are not yet fully understood. Here we used ’connectome-harmonic decomposition’, a novel method to investigate the dynamical changes in brain states. We found that LSD alters the energy and the power of individual harmonic brain states in a frequency-selective manner. Remarkably, this leads to an expansion of the repertoire of active brain states, suggestive of a general re-organization of brain dynamics given the non-random increase in co-activation across frequencies. Interestingly, the frequency distribution of the active repertoire of brain states under LSD closely follows power-laws indicating a re-organization of the dynamics at the edge of criticality. Beyond the present findings, these methods open up for a better understanding of the complex brain dynamics in health and disease.
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spelling pubmed-57322942017-12-21 Connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under LSD Atasoy, Selen Roseman, Leor Kaelen, Mendel Kringelbach, Morten L. Deco, Gustavo Carhart-Harris, Robin L. Sci Rep Article Recent studies have started to elucidate the effects of lysergic acid diethylamide (LSD) on the human brain but the underlying dynamics are not yet fully understood. Here we used ’connectome-harmonic decomposition’, a novel method to investigate the dynamical changes in brain states. We found that LSD alters the energy and the power of individual harmonic brain states in a frequency-selective manner. Remarkably, this leads to an expansion of the repertoire of active brain states, suggestive of a general re-organization of brain dynamics given the non-random increase in co-activation across frequencies. Interestingly, the frequency distribution of the active repertoire of brain states under LSD closely follows power-laws indicating a re-organization of the dynamics at the edge of criticality. Beyond the present findings, these methods open up for a better understanding of the complex brain dynamics in health and disease. Nature Publishing Group UK 2017-12-15 /pmc/articles/PMC5732294/ /pubmed/29247209 http://dx.doi.org/10.1038/s41598-017-17546-0 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Atasoy, Selen
Roseman, Leor
Kaelen, Mendel
Kringelbach, Morten L.
Deco, Gustavo
Carhart-Harris, Robin L.
Connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under LSD
title Connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under LSD
title_full Connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under LSD
title_fullStr Connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under LSD
title_full_unstemmed Connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under LSD
title_short Connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under LSD
title_sort connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under lsd
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5732294/
https://www.ncbi.nlm.nih.gov/pubmed/29247209
http://dx.doi.org/10.1038/s41598-017-17546-0
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