The Acute Effects of the Atypical Dissociative Hallucinogen Salvinorin A on Functional Connectivity in the Human Brain
Salvinorin A (SA) is a κ-opioid receptor agonist and atypical dissociative hallucinogen found in Salvia divinorum . Despite the resurgence of hallucinogen studies, the effects of κ-opioid agonists on human brain function are not well-understood. This placebo-controlled, within-subject study used fun...
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description | Salvinorin A (SA) is a κ-opioid receptor agonist and atypical dissociative hallucinogen found in
Salvia divinorum
. Despite the resurgence of hallucinogen studies, the effects of κ-opioid agonists on human brain function are not well-understood. This placebo-controlled, within-subject study used functional magnetic resonance imaging for the first time to explore the effects of inhaled SA on strength, variability, and entropy of functional connectivity (static, dynamic, and entropic functional connectivity, respectively, or sFC, dFC, and eFC). SA tended to decrease within-network sFC but increase between-network sFC, with the most prominent effect being attenuation of the default mode network (DMN) during the first half of a 20-min scan (i.e., during peak effects). SA reduced brainwide dFC but increased brainwide eFC, though only the former effect survived multiple comparison corrections. Finally, using connectome-based classification, most models trained on dFC network interactions could accurately classify the first half of SA scans. In contrast, few models trained on within- or between-network sFC and eFC performed above chance. Notably, models trained on within-DMN sFC and eFC performed better than models trained on other network interactions. This pattern of SA effects on human brain function is strikingly similar to that of other hallucinogens, necessitating studies of direct comparisons. |
doi_str_mv | 10.1038/s41598-020-73216-8 |
format | Article |
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Salvia divinorum
. Despite the resurgence of hallucinogen studies, the effects of κ-opioid agonists on human brain function are not well-understood. This placebo-controlled, within-subject study used functional magnetic resonance imaging for the first time to explore the effects of inhaled SA on strength, variability, and entropy of functional connectivity (static, dynamic, and entropic functional connectivity, respectively, or sFC, dFC, and eFC). SA tended to decrease within-network sFC but increase between-network sFC, with the most prominent effect being attenuation of the default mode network (DMN) during the first half of a 20-min scan (i.e., during peak effects). SA reduced brainwide dFC but increased brainwide eFC, though only the former effect survived multiple comparison corrections. Finally, using connectome-based classification, most models trained on dFC network interactions could accurately classify the first half of SA scans. In contrast, few models trained on within- or between-network sFC and eFC performed above chance. Notably, models trained on within-DMN sFC and eFC performed better than models trained on other network interactions. This pattern of SA effects on human brain function is strikingly similar to that of other hallucinogens, necessitating studies of direct comparisons.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-020-73216-8</identifier><identifier>PMID: 33009457</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>631/378 ; 631/378/116 ; 631/378/2649 ; Acute effects ; Adult ; Agonists ; Brain ; Brain - drug effects ; Brain - metabolism ; Brain mapping ; Connectome - methods ; Diterpenes, Clerodane - pharmacology ; Entropy ; Functional magnetic resonance imaging ; Hallucinogens ; Hallucinogens - pharmacology ; Humanities and Social Sciences ; Humans ; Magnetic Resonance Imaging ; Male ; Middle Aged ; multidisciplinary ; Narcotics ; Neural networks ; Neuroimaging ; Opioid receptors ; Receptors, Opioid, kappa - agonists ; Salvia - metabolism ; Salvinorin A ; Science ; Science (multidisciplinary) ; Young Adult</subject><ispartof>Scientific reports, 2020-10, Vol.10 (1), p.16392, Article 16392</ispartof><rights>The Author(s) 2020</rights><rights>The Author(s) 2020. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c522t-ae1ca1fb90c394a4acfc4ace0fc48e486fca71e91585bae0e33bcdb82d265fa03</citedby><cites>FETCH-LOGICAL-c522t-ae1ca1fb90c394a4acfc4ace0fc48e486fca71e91585bae0e33bcdb82d265fa03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7532139/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7532139/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27901,27902,41096,42165,51551,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33009457$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Doss, Manoj K.</creatorcontrib><creatorcontrib>May, Darrick G.</creatorcontrib><creatorcontrib>Johnson, Matthew W.</creatorcontrib><creatorcontrib>Clifton, John M.</creatorcontrib><creatorcontrib>Hedrick, Sidnee L.</creatorcontrib><creatorcontrib>Prisinzano, Thomas E.</creatorcontrib><creatorcontrib>Griffiths, Roland R.</creatorcontrib><creatorcontrib>Barrett, Frederick S.</creatorcontrib><title>The Acute Effects of the Atypical Dissociative Hallucinogen Salvinorin A on Functional Connectivity in the Human Brain</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Salvinorin A (SA) is a κ-opioid receptor agonist and atypical dissociative hallucinogen found in
Salvia divinorum
. Despite the resurgence of hallucinogen studies, the effects of κ-opioid agonists on human brain function are not well-understood. This placebo-controlled, within-subject study used functional magnetic resonance imaging for the first time to explore the effects of inhaled SA on strength, variability, and entropy of functional connectivity (static, dynamic, and entropic functional connectivity, respectively, or sFC, dFC, and eFC). SA tended to decrease within-network sFC but increase between-network sFC, with the most prominent effect being attenuation of the default mode network (DMN) during the first half of a 20-min scan (i.e., during peak effects). SA reduced brainwide dFC but increased brainwide eFC, though only the former effect survived multiple comparison corrections. Finally, using connectome-based classification, most models trained on dFC network interactions could accurately classify the first half of SA scans. In contrast, few models trained on within- or between-network sFC and eFC performed above chance. Notably, models trained on within-DMN sFC and eFC performed better than models trained on other network interactions. This pattern of SA effects on human brain function is strikingly similar to that of other hallucinogens, necessitating studies of direct comparisons.</description><subject>631/378</subject><subject>631/378/116</subject><subject>631/378/2649</subject><subject>Acute effects</subject><subject>Adult</subject><subject>Agonists</subject><subject>Brain</subject><subject>Brain - drug effects</subject><subject>Brain - metabolism</subject><subject>Brain mapping</subject><subject>Connectome - methods</subject><subject>Diterpenes, Clerodane - pharmacology</subject><subject>Entropy</subject><subject>Functional magnetic resonance imaging</subject><subject>Hallucinogens</subject><subject>Hallucinogens - pharmacology</subject><subject>Humanities and Social Sciences</subject><subject>Humans</subject><subject>Magnetic Resonance Imaging</subject><subject>Male</subject><subject>Middle Aged</subject><subject>multidisciplinary</subject><subject>Narcotics</subject><subject>Neural networks</subject><subject>Neuroimaging</subject><subject>Opioid receptors</subject><subject>Receptors, Opioid, kappa - agonists</subject><subject>Salvia - metabolism</subject><subject>Salvinorin A</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Young Adult</subject><issn>2045-2322</issn><issn>2045-2322</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNp9UU1vEzEQtRCIVqV_gAOyxHnBn8nuBSmkLUGq1EPbszXrjFNXGzvY3pXy73FIKeVSHzwjz3tvxvMI-cjZF85k-zUrrru2YYI1cyn4rGnfkFPBlG6EFOLti_yEnOf8yOrRolO8e09OpGSsU3p-Sqa7B6QLOxakl86hLZlGR8vhsex33sJAL3zO0XoofkK6gmEYrQ9xg4HewjDVNPlAFzQGejUGW3wMlbSMIVQ1P_myp7V-UFyNWwj0ewIfPpB3DoaM50_xjNxfXd4tV831zY-fy8V1Y7UQpQHkFrjrO2Zlp0CBdbZeyGpoUbUzZ2HOseO61T0gQyl7u-5bsRYz7YDJM_LtqLsb-y2uLYaSYDC75LeQ9iaCN_9Xgn8wmziZua5LlV0V-PwkkOKvEXMxj3FM9YfZCKXqDiUTuqLEEWVTzDmhe-7AmTnYZY52mWqX-WOXaSvp08vZnil_zakAeQTkWgobTP96vyL7Gxiko1o</recordid><startdate>20201002</startdate><enddate>20201002</enddate><creator>Doss, Manoj K.</creator><creator>May, Darrick G.</creator><creator>Johnson, Matthew W.</creator><creator>Clifton, John M.</creator><creator>Hedrick, Sidnee L.</creator><creator>Prisinzano, Thomas E.</creator><creator>Griffiths, Roland R.</creator><creator>Barrett, Frederick S.</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>C6C</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>5PM</scope></search><sort><creationdate>20201002</creationdate><title>The Acute Effects of the Atypical Dissociative Hallucinogen Salvinorin A on Functional Connectivity in the Human Brain</title><author>Doss, Manoj K. ; May, Darrick G. ; Johnson, Matthew W. ; Clifton, John M. ; Hedrick, Sidnee L. ; Prisinzano, Thomas E. ; Griffiths, Roland R. ; Barrett, Frederick S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c522t-ae1ca1fb90c394a4acfc4ace0fc48e486fca71e91585bae0e33bcdb82d265fa03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>631/378</topic><topic>631/378/116</topic><topic>631/378/2649</topic><topic>Acute effects</topic><topic>Adult</topic><topic>Agonists</topic><topic>Brain</topic><topic>Brain - drug effects</topic><topic>Brain - metabolism</topic><topic>Brain mapping</topic><topic>Connectome - methods</topic><topic>Diterpenes, Clerodane - pharmacology</topic><topic>Entropy</topic><topic>Functional magnetic resonance imaging</topic><topic>Hallucinogens</topic><topic>Hallucinogens - pharmacology</topic><topic>Humanities and Social Sciences</topic><topic>Humans</topic><topic>Magnetic Resonance Imaging</topic><topic>Male</topic><topic>Middle Aged</topic><topic>multidisciplinary</topic><topic>Narcotics</topic><topic>Neural networks</topic><topic>Neuroimaging</topic><topic>Opioid receptors</topic><topic>Receptors, Opioid, kappa - agonists</topic><topic>Salvia - metabolism</topic><topic>Salvinorin A</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Doss, Manoj K.</creatorcontrib><creatorcontrib>May, Darrick G.</creatorcontrib><creatorcontrib>Johnson, Matthew W.</creatorcontrib><creatorcontrib>Clifton, John M.</creatorcontrib><creatorcontrib>Hedrick, Sidnee L.</creatorcontrib><creatorcontrib>Prisinzano, Thomas E.</creatorcontrib><creatorcontrib>Griffiths, Roland R.</creatorcontrib><creatorcontrib>Barrett, Frederick S.</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Science Database</collection><collection>Biological Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Doss, Manoj K.</au><au>May, Darrick G.</au><au>Johnson, Matthew W.</au><au>Clifton, John M.</au><au>Hedrick, Sidnee L.</au><au>Prisinzano, Thomas E.</au><au>Griffiths, Roland R.</au><au>Barrett, Frederick S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Acute Effects of the Atypical Dissociative Hallucinogen Salvinorin A on Functional Connectivity in the Human Brain</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2020-10-02</date><risdate>2020</risdate><volume>10</volume><issue>1</issue><spage>16392</spage><pages>16392-</pages><artnum>16392</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>Salvinorin A (SA) is a κ-opioid receptor agonist and atypical dissociative hallucinogen found in
Salvia divinorum
. Despite the resurgence of hallucinogen studies, the effects of κ-opioid agonists on human brain function are not well-understood. This placebo-controlled, within-subject study used functional magnetic resonance imaging for the first time to explore the effects of inhaled SA on strength, variability, and entropy of functional connectivity (static, dynamic, and entropic functional connectivity, respectively, or sFC, dFC, and eFC). SA tended to decrease within-network sFC but increase between-network sFC, with the most prominent effect being attenuation of the default mode network (DMN) during the first half of a 20-min scan (i.e., during peak effects). SA reduced brainwide dFC but increased brainwide eFC, though only the former effect survived multiple comparison corrections. Finally, using connectome-based classification, most models trained on dFC network interactions could accurately classify the first half of SA scans. In contrast, few models trained on within- or between-network sFC and eFC performed above chance. Notably, models trained on within-DMN sFC and eFC performed better than models trained on other network interactions. This pattern of SA effects on human brain function is strikingly similar to that of other hallucinogens, necessitating studies of direct comparisons.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>33009457</pmid><doi>10.1038/s41598-020-73216-8</doi><oa>free_for_read</oa></addata></record> |
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subjects | 631/378 631/378/116 631/378/2649 Acute effects Adult Agonists Brain Brain - drug effects Brain - metabolism Brain mapping Connectome - methods Diterpenes, Clerodane - pharmacology Entropy Functional magnetic resonance imaging Hallucinogens Hallucinogens - pharmacology Humanities and Social Sciences Humans Magnetic Resonance Imaging Male Middle Aged multidisciplinary Narcotics Neural networks Neuroimaging Opioid receptors Receptors, Opioid, kappa - agonists Salvia - metabolism Salvinorin A Science Science (multidisciplinary) Young Adult |
title | The Acute Effects of the Atypical Dissociative Hallucinogen Salvinorin A on Functional Connectivity in the Human Brain |
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