Shannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca

Detalhes bibliográficos
Autor(a) principal: Viol, A.
Data de Publicação: 2016
Outros Autores: Palhano-Fontes, Fernanda, Onias, Heloisa, Araújo, Dráulio Barros de, Viswanathan, G. M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRN
Texto Completo: https://repositorio.ufrn.br/jspui/handle/123456789/23077
Resumo: The entropic brain hypothesis holds that the key facts concerning psychedelics are partially explained in terms of increased entropy of the brain’s functional connectivity. Ayahuasca is a psychedelic beverage of Amazonian indigenous origin with legal status in Brazil in religious and scientific settings. In this context, we use tools and concepts from the theory of complex networks to analyze resting state fMRI data of the brains of human subjects under two distinct conditions: (i) under ordinary waking state and (ii) in an altered state of consciousness induced by ingestion of Ayahuasca. We report an increase in the Shannon entropy of the degree distribution of the networks subsequent to Ayahuasca ingestion. We also find increased local and decreased global network integration. Our results are broadly consistent with the entropic brain hypothesis. Finally, we discuss our findings in the context of descriptions of \mind-expansion" frequently seen in self-reports of users of psychedelic drugs.
id UFRN_7724183768e4a74a123ef0150880cbbb
oai_identifier_str oai:https://repositorio.ufrn.br:123456789/23077
network_acronym_str UFRN
network_name_str Repositório Institucional da UFRN
repository_id_str
spelling Viol, A.Palhano-Fontes, FernandaOnias, HeloisaAraújo, Dráulio Barros deViswanathan, G. M.2017-05-25T17:05:01Z2017-05-25T17:05:01Z2016https://repositorio.ufrn.br/jspui/handle/123456789/23077arXiv:1611.00358v1engpsychedelicAyahuascaShannon entropyShannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuascainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleThe entropic brain hypothesis holds that the key facts concerning psychedelics are partially explained in terms of increased entropy of the brain’s functional connectivity. Ayahuasca is a psychedelic beverage of Amazonian indigenous origin with legal status in Brazil in religious and scientific settings. In this context, we use tools and concepts from the theory of complex networks to analyze resting state fMRI data of the brains of human subjects under two distinct conditions: (i) under ordinary waking state and (ii) in an altered state of consciousness induced by ingestion of Ayahuasca. We report an increase in the Shannon entropy of the degree distribution of the networks subsequent to Ayahuasca ingestion. We also find increased local and decreased global network integration. Our results are broadly consistent with the entropic brain hypothesis. Finally, we discuss our findings in the context of descriptions of \mind-expansion" frequently seen in self-reports of users of psychedelic drugs.info:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRNinstname:Universidade Federal do Rio Grande do Norte (UFRN)instacron:UFRNORIGINALShannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca.pdfShannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca.pdfDraulioAraujo_ICe_Shannon entropy of brain functional_2016application/pdf5363519https://repositorio.ufrn.br/bitstream/123456789/23077/1/Shannon%20entropy%20of%20brain%20functional%20complex%20networks%20under%20the%20influence%20of%20the%20psychedelic%20Ayahuasca.pdfa3a1ddf264835a5f4b7d3d2f1c07e6f3MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.ufrn.br/bitstream/123456789/23077/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52TEXTShannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca.pdf.txtShannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca.pdf.txtExtracted texttext/plain46598https://repositorio.ufrn.br/bitstream/123456789/23077/5/Shannon%20entropy%20of%20brain%20functional%20complex%20networks%20under%20the%20influence%20of%20the%20psychedelic%20Ayahuasca.pdf.txtfb4a3704525292cb32a4d54935ab6f4aMD55THUMBNAILShannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca.pdf.jpgShannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca.pdf.jpgIM Thumbnailimage/jpeg5736https://repositorio.ufrn.br/bitstream/123456789/23077/6/Shannon%20entropy%20of%20brain%20functional%20complex%20networks%20under%20the%20influence%20of%20the%20psychedelic%20Ayahuasca.pdf.jpg112ddd21e92c4e96f4a9ceeed0680660MD56123456789/230772021-07-08 15:42:01.26oai:https://repositorio.ufrn.br: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Repositório de PublicaçõesPUBhttp://repositorio.ufrn.br/oai/opendoar:2021-07-08T18:42:01Repositório Institucional da UFRN - Universidade Federal do Rio Grande do Norte (UFRN)false
dc.title.pt_BR.fl_str_mv Shannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca
title Shannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca
spellingShingle Shannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca
Viol, A.
psychedelic
Ayahuasca
Shannon entropy
title_short Shannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca
title_full Shannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca
title_fullStr Shannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca
title_full_unstemmed Shannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca
title_sort Shannon entropy of brain functional complex networks under the influence of the psychedelic Ayahuasca
author Viol, A.
author_facet Viol, A.
Palhano-Fontes, Fernanda
Onias, Heloisa
Araújo, Dráulio Barros de
Viswanathan, G. M.
author_role author
author2 Palhano-Fontes, Fernanda
Onias, Heloisa
Araújo, Dráulio Barros de
Viswanathan, G. M.
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Viol, A.
Palhano-Fontes, Fernanda
Onias, Heloisa
Araújo, Dráulio Barros de
Viswanathan, G. M.
dc.subject.por.fl_str_mv psychedelic
Ayahuasca
Shannon entropy
topic psychedelic
Ayahuasca
Shannon entropy
description The entropic brain hypothesis holds that the key facts concerning psychedelics are partially explained in terms of increased entropy of the brain’s functional connectivity. Ayahuasca is a psychedelic beverage of Amazonian indigenous origin with legal status in Brazil in religious and scientific settings. In this context, we use tools and concepts from the theory of complex networks to analyze resting state fMRI data of the brains of human subjects under two distinct conditions: (i) under ordinary waking state and (ii) in an altered state of consciousness induced by ingestion of Ayahuasca. We report an increase in the Shannon entropy of the degree distribution of the networks subsequent to Ayahuasca ingestion. We also find increased local and decreased global network integration. Our results are broadly consistent with the entropic brain hypothesis. Finally, we discuss our findings in the context of descriptions of \mind-expansion" frequently seen in self-reports of users of psychedelic drugs.
publishDate 2016
dc.date.issued.fl_str_mv 2016
dc.date.accessioned.fl_str_mv 2017-05-25T17:05:01Z
dc.date.available.fl_str_mv 2017-05-25T17:05:01Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://repositorio.ufrn.br/jspui/handle/123456789/23077
dc.identifier.doi.none.fl_str_mv arXiv:1611.00358v1
url https://repositorio.ufrn.br/jspui/handle/123456789/23077
identifier_str_mv arXiv:1611.00358v1
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFRN
instname:Universidade Federal do Rio Grande do Norte (UFRN)
instacron:UFRN
instname_str Universidade Federal do Rio Grande do Norte (UFRN)
instacron_str UFRN
institution UFRN
reponame_str Repositório Institucional da UFRN
collection Repositório Institucional da UFRN
bitstream.url.fl_str_mv https://repositorio.ufrn.br/bitstream/123456789/23077/1/Shannon%20entropy%20of%20brain%20functional%20complex%20networks%20under%20the%20influence%20of%20the%20psychedelic%20Ayahuasca.pdf
https://repositorio.ufrn.br/bitstream/123456789/23077/2/license.txt
https://repositorio.ufrn.br/bitstream/123456789/23077/5/Shannon%20entropy%20of%20brain%20functional%20complex%20networks%20under%20the%20influence%20of%20the%20psychedelic%20Ayahuasca.pdf.txt
https://repositorio.ufrn.br/bitstream/123456789/23077/6/Shannon%20entropy%20of%20brain%20functional%20complex%20networks%20under%20the%20influence%20of%20the%20psychedelic%20Ayahuasca.pdf.jpg
bitstream.checksum.fl_str_mv a3a1ddf264835a5f4b7d3d2f1c07e6f3
8a4605be74aa9ea9d79846c1fba20a33
fb4a3704525292cb32a4d54935ab6f4a
112ddd21e92c4e96f4a9ceeed0680660
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFRN - Universidade Federal do Rio Grande do Norte (UFRN)
repository.mail.fl_str_mv
_version_ 1802117548256264192