Aberrant local striatal functional connectivity in attention-deficit/hyperactivity disorder
Background Task‐based and resting‐state functional Magnetic Resonance Imaging (fMRI) studies report attention‐deficit/hyperactivity disorder (ADHD)‐related alterations in brain regions implicated in cortico‐striatal networks. We assessed whether ADHD is associated with changes in the brain's gl...
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Veröffentlicht in: | Journal of child psychology and psychiatry 2016-06, Vol.57 (6), p.697-705 |
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creator | von Rhein, Daniel Oldehinkel, Marianne Beckmann, Christian F. Oosterlaan, Jaap Heslenfeld, Dirk Hartman, Catharina A. Hoekstra, Pieter J. Franke, Barbara Cools, Roshan Buitelaar, Jan K. Mennes, Maarten |
description | Background
Task‐based and resting‐state functional Magnetic Resonance Imaging (fMRI) studies report attention‐deficit/hyperactivity disorder (ADHD)‐related alterations in brain regions implicated in cortico‐striatal networks. We assessed whether ADHD is associated with changes in the brain's global cortico‐striatal functional architecture, or whether ADHD‐related alterations are limited to local, intrastriatal functional connections.
Methods
We included a cohort of adolescents with ADHD (N = 181) and healthy controls (N = 140) and assessed functional connectivity of nucleus accumbens, caudate nucleus, anterior putamen, and posterior putamen. To assess global cortico‐striatal functional architecture we computed whole‐brain functional connectivity by including all regions of interest in one multivariate analysis. We assessed local striatal functional connectivity using partial correlations between the time series of the striatal regions.
Results
Diagnostic status did not influence global cortico‐striatal functional architecture. However, compared to controls, participants with ADHD exhibited significantly increased local functional connectivity between anterior and posterior putamen (p = .0003; ADHD: z = .30, controls: z = .24). Results were not affected by medication use or comorbid oppositional defiant disorder and conduct disorder.
Conclusions
Our results do not support hypotheses that ADHD is associated with alterations in cortico‐striatal networks, but suggest changes in local striatal functional connectivity. We interpret our findings as aberrant development of local functional connectivity of the putamen, potentially leading to decreased functional segregation between anterior and posterior putamen in ADHD. |
doi_str_mv | 10.1111/jcpp.12529 |
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fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1790459050</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1790459050</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4659-8ec724a06162870e2f81b88128e193b6082baea78b23ef30ac1aee82266e981f3</originalsourceid><addsrcrecordid>eNp90E1LwzAYB_AgipsvFz-ADLyIUE3SNk2OY-imDhXxBfQQ0uwpZnZtTVJ1397MOQ8ezCUJ-T1_yB-hPYKPSVgnU900x4SmVKyhLkmYiDJG8DrqYkxJJFiMO2jLuSnGmMUp30QdynhGgumi534O1qrK98paq7LnvDXKh0PRVtqbugpHXVcVhMu78fOeqXrKe6gWb9EECqONP3mZN2DVikyMq-0E7A7aKFTpYPdn30b3Z6d3g1E0vh6eD_rjSCcsFREHndFEYUYY5RkGWnCSc04oByLinGFOcwUq4zmNoYix0kQBcEoZA8FJEW-jw2VuY-u3FpyXM-M0lKWqoG6dJJnASSpwigM9-EOndWvDJ79VkiYhlAZ1tFTa1s5ZKGRjzUzZuSRYLiqXi8rld-UB7_9EtvkMJr901XEAZAk-TAnzf6LkxeDmZhUaLWeM8_D5O6Psq2RZnKXy8Woox098dHl3K-RD_AVzFpvG</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1794542662</pqid></control><display><type>article</type><title>Aberrant local striatal functional connectivity in attention-deficit/hyperactivity disorder</title><source>MEDLINE</source><source>Wiley Journals</source><source>Applied Social Sciences Index & Abstracts (ASSIA)</source><creator>von Rhein, Daniel ; Oldehinkel, Marianne ; Beckmann, Christian F. ; Oosterlaan, Jaap ; Heslenfeld, Dirk ; Hartman, Catharina A. ; Hoekstra, Pieter J. ; Franke, Barbara ; Cools, Roshan ; Buitelaar, Jan K. ; Mennes, Maarten</creator><creatorcontrib>von Rhein, Daniel ; Oldehinkel, Marianne ; Beckmann, Christian F. ; Oosterlaan, Jaap ; Heslenfeld, Dirk ; Hartman, Catharina A. ; Hoekstra, Pieter J. ; Franke, Barbara ; Cools, Roshan ; Buitelaar, Jan K. ; Mennes, Maarten</creatorcontrib><description>Background
Task‐based and resting‐state functional Magnetic Resonance Imaging (fMRI) studies report attention‐deficit/hyperactivity disorder (ADHD)‐related alterations in brain regions implicated in cortico‐striatal networks. We assessed whether ADHD is associated with changes in the brain's global cortico‐striatal functional architecture, or whether ADHD‐related alterations are limited to local, intrastriatal functional connections.
Methods
We included a cohort of adolescents with ADHD (N = 181) and healthy controls (N = 140) and assessed functional connectivity of nucleus accumbens, caudate nucleus, anterior putamen, and posterior putamen. To assess global cortico‐striatal functional architecture we computed whole‐brain functional connectivity by including all regions of interest in one multivariate analysis. We assessed local striatal functional connectivity using partial correlations between the time series of the striatal regions.
Results
Diagnostic status did not influence global cortico‐striatal functional architecture. However, compared to controls, participants with ADHD exhibited significantly increased local functional connectivity between anterior and posterior putamen (p = .0003; ADHD: z = .30, controls: z = .24). Results were not affected by medication use or comorbid oppositional defiant disorder and conduct disorder.
Conclusions
Our results do not support hypotheses that ADHD is associated with alterations in cortico‐striatal networks, but suggest changes in local striatal functional connectivity. We interpret our findings as aberrant development of local functional connectivity of the putamen, potentially leading to decreased functional segregation between anterior and posterior putamen in ADHD.</description><identifier>ISSN: 0021-9630</identifier><identifier>EISSN: 1469-7610</identifier><identifier>DOI: 10.1111/jcpp.12529</identifier><identifier>PMID: 26871610</identifier><language>eng</language><publisher>England: Blackwell Publishing Ltd</publisher><subject>Adolescent ; Architecture ; Attention Deficit Disorder with Hyperactivity - physiopathology ; Attention deficit hyperactivity disorder ; Brain ; Cerebral Cortex - physiopathology ; Child ; Child psychology ; Comorbidity ; Conduct disordered adolescents ; Control Groups ; Corpus Striatum - physiopathology ; cortico-striatal networks ; Drug Use ; Drugs ; Female ; Functional connectivity ; Functional magnetic resonance imaging ; Humans ; Magnetic Resonance Imaging ; Male ; Multivariate analysis ; Nerve Net - physiopathology ; Neuropsychology ; NMR ; Nuclear magnetic resonance ; Oppositional defiant disorder ; putamen ; Resting ; Resting-state fMRI ; Segregation ; striatum ; Time series</subject><ispartof>Journal of child psychology and psychiatry, 2016-06, Vol.57 (6), p.697-705</ispartof><rights>2016 Association for Child and Adolescent Mental Health.</rights><rights>Copyright © 2016 Association for Child and Adolescent Mental Health.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4659-8ec724a06162870e2f81b88128e193b6082baea78b23ef30ac1aee82266e981f3</citedby><cites>FETCH-LOGICAL-c4659-8ec724a06162870e2f81b88128e193b6082baea78b23ef30ac1aee82266e981f3</cites><orcidid>0000-0001-8288-7757</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fjcpp.12529$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fjcpp.12529$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,30999,45574,45575</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26871610$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>von Rhein, Daniel</creatorcontrib><creatorcontrib>Oldehinkel, Marianne</creatorcontrib><creatorcontrib>Beckmann, Christian F.</creatorcontrib><creatorcontrib>Oosterlaan, Jaap</creatorcontrib><creatorcontrib>Heslenfeld, Dirk</creatorcontrib><creatorcontrib>Hartman, Catharina A.</creatorcontrib><creatorcontrib>Hoekstra, Pieter J.</creatorcontrib><creatorcontrib>Franke, Barbara</creatorcontrib><creatorcontrib>Cools, Roshan</creatorcontrib><creatorcontrib>Buitelaar, Jan K.</creatorcontrib><creatorcontrib>Mennes, Maarten</creatorcontrib><title>Aberrant local striatal functional connectivity in attention-deficit/hyperactivity disorder</title><title>Journal of child psychology and psychiatry</title><addtitle>J Child Psychol Psychiatr</addtitle><description>Background
Task‐based and resting‐state functional Magnetic Resonance Imaging (fMRI) studies report attention‐deficit/hyperactivity disorder (ADHD)‐related alterations in brain regions implicated in cortico‐striatal networks. We assessed whether ADHD is associated with changes in the brain's global cortico‐striatal functional architecture, or whether ADHD‐related alterations are limited to local, intrastriatal functional connections.
Methods
We included a cohort of adolescents with ADHD (N = 181) and healthy controls (N = 140) and assessed functional connectivity of nucleus accumbens, caudate nucleus, anterior putamen, and posterior putamen. To assess global cortico‐striatal functional architecture we computed whole‐brain functional connectivity by including all regions of interest in one multivariate analysis. We assessed local striatal functional connectivity using partial correlations between the time series of the striatal regions.
Results
Diagnostic status did not influence global cortico‐striatal functional architecture. However, compared to controls, participants with ADHD exhibited significantly increased local functional connectivity between anterior and posterior putamen (p = .0003; ADHD: z = .30, controls: z = .24). Results were not affected by medication use or comorbid oppositional defiant disorder and conduct disorder.
Conclusions
Our results do not support hypotheses that ADHD is associated with alterations in cortico‐striatal networks, but suggest changes in local striatal functional connectivity. We interpret our findings as aberrant development of local functional connectivity of the putamen, potentially leading to decreased functional segregation between anterior and posterior putamen in ADHD.</description><subject>Adolescent</subject><subject>Architecture</subject><subject>Attention Deficit Disorder with Hyperactivity - physiopathology</subject><subject>Attention deficit hyperactivity disorder</subject><subject>Brain</subject><subject>Cerebral Cortex - physiopathology</subject><subject>Child</subject><subject>Child psychology</subject><subject>Comorbidity</subject><subject>Conduct disordered adolescents</subject><subject>Control Groups</subject><subject>Corpus Striatum - physiopathology</subject><subject>cortico-striatal networks</subject><subject>Drug Use</subject><subject>Drugs</subject><subject>Female</subject><subject>Functional connectivity</subject><subject>Functional magnetic resonance imaging</subject><subject>Humans</subject><subject>Magnetic Resonance Imaging</subject><subject>Male</subject><subject>Multivariate analysis</subject><subject>Nerve Net - physiopathology</subject><subject>Neuropsychology</subject><subject>NMR</subject><subject>Nuclear magnetic resonance</subject><subject>Oppositional defiant disorder</subject><subject>putamen</subject><subject>Resting</subject><subject>Resting-state fMRI</subject><subject>Segregation</subject><subject>striatum</subject><subject>Time series</subject><issn>0021-9630</issn><issn>1469-7610</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><recordid>eNp90E1LwzAYB_AgipsvFz-ADLyIUE3SNk2OY-imDhXxBfQQ0uwpZnZtTVJ1397MOQ8ezCUJ-T1_yB-hPYKPSVgnU900x4SmVKyhLkmYiDJG8DrqYkxJJFiMO2jLuSnGmMUp30QdynhGgumi534O1qrK98paq7LnvDXKh0PRVtqbugpHXVcVhMu78fOeqXrKe6gWb9EECqONP3mZN2DVikyMq-0E7A7aKFTpYPdn30b3Z6d3g1E0vh6eD_rjSCcsFREHndFEYUYY5RkGWnCSc04oByLinGFOcwUq4zmNoYix0kQBcEoZA8FJEW-jw2VuY-u3FpyXM-M0lKWqoG6dJJnASSpwigM9-EOndWvDJ79VkiYhlAZ1tFTa1s5ZKGRjzUzZuSRYLiqXi8rld-UB7_9EtvkMJr901XEAZAk-TAnzf6LkxeDmZhUaLWeM8_D5O6Psq2RZnKXy8Woox098dHl3K-RD_AVzFpvG</recordid><startdate>201606</startdate><enddate>201606</enddate><creator>von Rhein, Daniel</creator><creator>Oldehinkel, Marianne</creator><creator>Beckmann, Christian F.</creator><creator>Oosterlaan, Jaap</creator><creator>Heslenfeld, Dirk</creator><creator>Hartman, Catharina A.</creator><creator>Hoekstra, Pieter J.</creator><creator>Franke, Barbara</creator><creator>Cools, Roshan</creator><creator>Buitelaar, Jan K.</creator><creator>Mennes, Maarten</creator><general>Blackwell Publishing Ltd</general><scope>BSCLL</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>7QJ</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-8288-7757</orcidid></search><sort><creationdate>201606</creationdate><title>Aberrant local striatal functional connectivity in attention-deficit/hyperactivity disorder</title><author>von Rhein, Daniel ; Oldehinkel, Marianne ; Beckmann, Christian F. ; Oosterlaan, Jaap ; Heslenfeld, Dirk ; Hartman, Catharina A. ; Hoekstra, Pieter J. ; Franke, Barbara ; Cools, Roshan ; Buitelaar, Jan K. ; Mennes, Maarten</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4659-8ec724a06162870e2f81b88128e193b6082baea78b23ef30ac1aee82266e981f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Adolescent</topic><topic>Architecture</topic><topic>Attention Deficit Disorder with Hyperactivity - physiopathology</topic><topic>Attention deficit hyperactivity disorder</topic><topic>Brain</topic><topic>Cerebral Cortex - physiopathology</topic><topic>Child</topic><topic>Child psychology</topic><topic>Comorbidity</topic><topic>Conduct disordered adolescents</topic><topic>Control Groups</topic><topic>Corpus Striatum - physiopathology</topic><topic>cortico-striatal networks</topic><topic>Drug Use</topic><topic>Drugs</topic><topic>Female</topic><topic>Functional connectivity</topic><topic>Functional magnetic resonance imaging</topic><topic>Humans</topic><topic>Magnetic Resonance Imaging</topic><topic>Male</topic><topic>Multivariate analysis</topic><topic>Nerve Net - physiopathology</topic><topic>Neuropsychology</topic><topic>NMR</topic><topic>Nuclear magnetic resonance</topic><topic>Oppositional defiant disorder</topic><topic>putamen</topic><topic>Resting</topic><topic>Resting-state fMRI</topic><topic>Segregation</topic><topic>striatum</topic><topic>Time series</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>von Rhein, Daniel</creatorcontrib><creatorcontrib>Oldehinkel, Marianne</creatorcontrib><creatorcontrib>Beckmann, Christian F.</creatorcontrib><creatorcontrib>Oosterlaan, Jaap</creatorcontrib><creatorcontrib>Heslenfeld, Dirk</creatorcontrib><creatorcontrib>Hartman, Catharina A.</creatorcontrib><creatorcontrib>Hoekstra, Pieter J.</creatorcontrib><creatorcontrib>Franke, Barbara</creatorcontrib><creatorcontrib>Cools, Roshan</creatorcontrib><creatorcontrib>Buitelaar, Jan K.</creatorcontrib><creatorcontrib>Mennes, Maarten</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of child psychology and psychiatry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>von Rhein, Daniel</au><au>Oldehinkel, Marianne</au><au>Beckmann, Christian F.</au><au>Oosterlaan, Jaap</au><au>Heslenfeld, Dirk</au><au>Hartman, Catharina A.</au><au>Hoekstra, Pieter J.</au><au>Franke, Barbara</au><au>Cools, Roshan</au><au>Buitelaar, Jan K.</au><au>Mennes, Maarten</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Aberrant local striatal functional connectivity in attention-deficit/hyperactivity disorder</atitle><jtitle>Journal of child psychology and psychiatry</jtitle><addtitle>J Child Psychol Psychiatr</addtitle><date>2016-06</date><risdate>2016</risdate><volume>57</volume><issue>6</issue><spage>697</spage><epage>705</epage><pages>697-705</pages><issn>0021-9630</issn><eissn>1469-7610</eissn><abstract>Background
Task‐based and resting‐state functional Magnetic Resonance Imaging (fMRI) studies report attention‐deficit/hyperactivity disorder (ADHD)‐related alterations in brain regions implicated in cortico‐striatal networks. We assessed whether ADHD is associated with changes in the brain's global cortico‐striatal functional architecture, or whether ADHD‐related alterations are limited to local, intrastriatal functional connections.
Methods
We included a cohort of adolescents with ADHD (N = 181) and healthy controls (N = 140) and assessed functional connectivity of nucleus accumbens, caudate nucleus, anterior putamen, and posterior putamen. To assess global cortico‐striatal functional architecture we computed whole‐brain functional connectivity by including all regions of interest in one multivariate analysis. We assessed local striatal functional connectivity using partial correlations between the time series of the striatal regions.
Results
Diagnostic status did not influence global cortico‐striatal functional architecture. However, compared to controls, participants with ADHD exhibited significantly increased local functional connectivity between anterior and posterior putamen (p = .0003; ADHD: z = .30, controls: z = .24). Results were not affected by medication use or comorbid oppositional defiant disorder and conduct disorder.
Conclusions
Our results do not support hypotheses that ADHD is associated with alterations in cortico‐striatal networks, but suggest changes in local striatal functional connectivity. We interpret our findings as aberrant development of local functional connectivity of the putamen, potentially leading to decreased functional segregation between anterior and posterior putamen in ADHD.</abstract><cop>England</cop><pub>Blackwell Publishing Ltd</pub><pmid>26871610</pmid><doi>10.1111/jcpp.12529</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0001-8288-7757</orcidid></addata></record> |
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subjects | Adolescent Architecture Attention Deficit Disorder with Hyperactivity - physiopathology Attention deficit hyperactivity disorder Brain Cerebral Cortex - physiopathology Child Child psychology Comorbidity Conduct disordered adolescents Control Groups Corpus Striatum - physiopathology cortico-striatal networks Drug Use Drugs Female Functional connectivity Functional magnetic resonance imaging Humans Magnetic Resonance Imaging Male Multivariate analysis Nerve Net - physiopathology Neuropsychology NMR Nuclear magnetic resonance Oppositional defiant disorder putamen Resting Resting-state fMRI Segregation striatum Time series |
title | Aberrant local striatal functional connectivity in attention-deficit/hyperactivity disorder |
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