Evidence for Abnormal Cortical Functional Connectivity During Working Memory in Schizophrenia
OBJECTIVE: Disturbed neuronal interactions may be involved in schizophrenia because it is without clear regional pathology. Aberrant connectivity is further suggested by theoretical formulations and neurochemical and neuroanatomical data. The authors applied to schizophrenia a recently available fun...
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creator | Meyer-Lindenberg, Andreas Poline, Jean-Baptiste Kohn, Philip D. Holt, John L. Egan, Michael F. Weinberger, Daniel R. Berman, Karen Faith |
description | OBJECTIVE: Disturbed neuronal interactions may be involved in schizophrenia because it is without clear regional pathology. Aberrant connectivity is further suggested by theoretical formulations and neurochemical and neuroanatomical data. The authors applied to schizophrenia a recently available functional neuroimaging analytic method that permits characterization of cooperative action on the systems level. METHOD: Thirteen medication-free patients and 13 matched healthy comparison subjects performed a working memory (n-back) task and sensorimotor baseline task during positron emission tomography. "Functional connectivity" patterns, reflecting distributed correlated activity that differed most between groups, were extracted by a canonical variates analysis. RESULTS: More than half the variance was explained by a single pattern showing inferotemporal, (para-)hippocampal, and cerebellar loadings for patients versus dorsolateral prefrontal and anterior cingulate activity for comparison subjects. Expression of this pattern perfectly separated all patient scans from comparison scans, thus showing promise as a trait marker. This result was validated prospectively by successfully classifying unrelated scans from the same patients and data from a new cohort. An additional 19% of variance corresponded to the pattern activated by the working memory task. Expression of this pattern was more variable in patients during working memory but not the control condition, suggesting inability to sustain a task-adequate neural network, consistent with the disconnection hypothesis. CONCLUSIONS: Pronounced disruptions of distributed cooperative activity in schizophrenia were found. A pattern showing disturbed frontotemporal interactions showed promise as a trait marker and may be useful for future investigations. |
doi_str_mv | 10.1176/appi.ajp.158.11.1809 |
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Aberrant connectivity is further suggested by theoretical formulations and neurochemical and neuroanatomical data. The authors applied to schizophrenia a recently available functional neuroimaging analytic method that permits characterization of cooperative action on the systems level. METHOD: Thirteen medication-free patients and 13 matched healthy comparison subjects performed a working memory (n-back) task and sensorimotor baseline task during positron emission tomography. "Functional connectivity" patterns, reflecting distributed correlated activity that differed most between groups, were extracted by a canonical variates analysis. RESULTS: More than half the variance was explained by a single pattern showing inferotemporal, (para-)hippocampal, and cerebellar loadings for patients versus dorsolateral prefrontal and anterior cingulate activity for comparison subjects. Expression of this pattern perfectly separated all patient scans from comparison scans, thus showing promise as a trait marker. This result was validated prospectively by successfully classifying unrelated scans from the same patients and data from a new cohort. An additional 19% of variance corresponded to the pattern activated by the working memory task. Expression of this pattern was more variable in patients during working memory but not the control condition, suggesting inability to sustain a task-adequate neural network, consistent with the disconnection hypothesis. CONCLUSIONS: Pronounced disruptions of distributed cooperative activity in schizophrenia were found. A pattern showing disturbed frontotemporal interactions showed promise as a trait marker and may be useful for future investigations.</description><identifier>ISSN: 0002-953X</identifier><identifier>EISSN: 1535-7228</identifier><identifier>DOI: 10.1176/appi.ajp.158.11.1809</identifier><identifier>PMID: 11691686</identifier><identifier>CODEN: AJPSAO</identifier><language>eng</language><publisher>Washington, DC: American Psychiatric Publishing</publisher><subject>Adult ; Adult and adolescent clinical studies ; Biological and medical sciences ; Brain ; Brain activity ; Cerebellum - blood supply ; Cerebellum - physiopathology ; Cerebrovascular Circulation - physiology ; Female ; Frontal Lobe - blood supply ; Frontal Lobe - physiopathology ; Gyrus Cinguli - blood supply ; Gyrus Cinguli - physiopathology ; Hippocampus - blood supply ; Hippocampus - physiopathology ; Humans ; Male ; Medical imaging ; Medical sciences ; Memory ; Memory Disorders - diagnosis ; Memory Disorders - etiology ; Nerve Net - physiopathology ; Prospective Studies ; Psychiatric Status Rating Scales ; Psychology. Psychoanalysis. Psychiatry ; Psychomotor Performance - physiology ; Psychopathology. Psychiatry ; Psychoses ; Schizophrenia ; Schizophrenia - complications ; Schizophrenia - physiopathology ; Temporal Lobe - blood supply ; Temporal Lobe - physiopathology ; Tomography, Emission-Computed ; Working memory</subject><ispartof>The American journal of psychiatry, 2001-11, Vol.158 (11), p.1809-1817</ispartof><rights>2002 INIST-CNRS</rights><rights>Copyright American Psychiatric Association Nov 2001</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a499t-fded1bd9eaa7d418e7d9f1d24477c30404ea917b34a2cdf2622dff03b249c5053</citedby><cites>FETCH-LOGICAL-a499t-fded1bd9eaa7d418e7d9f1d24477c30404ea917b34a2cdf2622dff03b249c5053</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://psychiatryonline.org/doi/epdf/10.1176/appi.ajp.158.11.1809$$EPDF$$P50$$Gappi$$H</linktopdf><linktohtml>$$Uhttps://psychiatryonline.org/doi/full/10.1176/appi.ajp.158.11.1809$$EHTML$$P50$$Gappi$$H</linktohtml><link.rule.ids>314,776,780,2842,21605,21606,21607,27901,27902,30977,77537,77542</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=14062769$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/11691686$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Meyer-Lindenberg, Andreas</creatorcontrib><creatorcontrib>Poline, Jean-Baptiste</creatorcontrib><creatorcontrib>Kohn, Philip D.</creatorcontrib><creatorcontrib>Holt, John L.</creatorcontrib><creatorcontrib>Egan, Michael F.</creatorcontrib><creatorcontrib>Weinberger, Daniel R.</creatorcontrib><creatorcontrib>Berman, Karen Faith</creatorcontrib><title>Evidence for Abnormal Cortical Functional Connectivity During Working Memory in Schizophrenia</title><title>The American journal of psychiatry</title><addtitle>Am J Psychiatry</addtitle><description>OBJECTIVE: Disturbed neuronal interactions may be involved in schizophrenia because it is without clear regional pathology. Aberrant connectivity is further suggested by theoretical formulations and neurochemical and neuroanatomical data. The authors applied to schizophrenia a recently available functional neuroimaging analytic method that permits characterization of cooperative action on the systems level. METHOD: Thirteen medication-free patients and 13 matched healthy comparison subjects performed a working memory (n-back) task and sensorimotor baseline task during positron emission tomography. "Functional connectivity" patterns, reflecting distributed correlated activity that differed most between groups, were extracted by a canonical variates analysis. RESULTS: More than half the variance was explained by a single pattern showing inferotemporal, (para-)hippocampal, and cerebellar loadings for patients versus dorsolateral prefrontal and anterior cingulate activity for comparison subjects. Expression of this pattern perfectly separated all patient scans from comparison scans, thus showing promise as a trait marker. This result was validated prospectively by successfully classifying unrelated scans from the same patients and data from a new cohort. An additional 19% of variance corresponded to the pattern activated by the working memory task. Expression of this pattern was more variable in patients during working memory but not the control condition, suggesting inability to sustain a task-adequate neural network, consistent with the disconnection hypothesis. CONCLUSIONS: Pronounced disruptions of distributed cooperative activity in schizophrenia were found. A pattern showing disturbed frontotemporal interactions showed promise as a trait marker and may be useful for future investigations.</description><subject>Adult</subject><subject>Adult and adolescent clinical studies</subject><subject>Biological and medical sciences</subject><subject>Brain</subject><subject>Brain activity</subject><subject>Cerebellum - blood supply</subject><subject>Cerebellum - physiopathology</subject><subject>Cerebrovascular Circulation - physiology</subject><subject>Female</subject><subject>Frontal Lobe - blood supply</subject><subject>Frontal Lobe - physiopathology</subject><subject>Gyrus Cinguli - blood supply</subject><subject>Gyrus Cinguli - physiopathology</subject><subject>Hippocampus - blood supply</subject><subject>Hippocampus - physiopathology</subject><subject>Humans</subject><subject>Male</subject><subject>Medical imaging</subject><subject>Medical sciences</subject><subject>Memory</subject><subject>Memory Disorders - diagnosis</subject><subject>Memory Disorders - etiology</subject><subject>Nerve Net - physiopathology</subject><subject>Prospective Studies</subject><subject>Psychiatric Status Rating Scales</subject><subject>Psychology. Psychoanalysis. Psychiatry</subject><subject>Psychomotor Performance - physiology</subject><subject>Psychopathology. Psychiatry</subject><subject>Psychoses</subject><subject>Schizophrenia</subject><subject>Schizophrenia - complications</subject><subject>Schizophrenia - physiopathology</subject><subject>Temporal Lobe - blood supply</subject><subject>Temporal Lobe - physiopathology</subject><subject>Tomography, Emission-Computed</subject><subject>Working memory</subject><issn>0002-953X</issn><issn>1535-7228</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2001</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><recordid>eNqFkUtv1DAQgC0Earel_wChCAlu2dqOH_GxWvqSWnEoCC7IcvygXjZ2sJNK21-P011RiQOcxjP6ZsaaD4A3CC4R4uxUDYNfqvWwRLQtlSVqoXgBFog2tOYYty_BAkKIa0Gbb4fgKOd1SWHD8QE4RIgJxFq2AN_PH7yxQdvKxVSddSGmXm2qVUyj1-VxMQU9-hieaiHYkjz4cVt9nJIPP6qvMf2c463tY9pWPlR3-t4_xuE-2eDVa_DKqU22J_t4DL5cnH9eXdU3ny6vV2c3tSJCjLUz1qDOCKsUNwS1lhvhkMGEcK4bSCCxSiDeNURhbRxmGBvnYNNhIjSFtDkGH3ZzhxR_TTaPsvdZ281GBRunLMs9KKMY_ReknHFSrlvAd3-B6zilcoYsMYaEISJ4gcgO0inmnKyTQ_K9SluJoJwlyVmSLJJkkVQqcpZU2t7uZ09db81z095KAd7vAZWLBJdU0D4_cwQyzNk8CO24pzV_PvjP5b8BIfKtCQ</recordid><startdate>20011101</startdate><enddate>20011101</enddate><creator>Meyer-Lindenberg, Andreas</creator><creator>Poline, Jean-Baptiste</creator><creator>Kohn, Philip D.</creator><creator>Holt, John L.</creator><creator>Egan, Michael F.</creator><creator>Weinberger, Daniel R.</creator><creator>Berman, Karen Faith</creator><general>American Psychiatric Publishing</general><general>American Psychiatric Association</general><scope>IQODW</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>K9.</scope><scope>NAPCQ</scope><scope>7QJ</scope><scope>7X8</scope></search><sort><creationdate>20011101</creationdate><title>Evidence for Abnormal Cortical Functional Connectivity During Working Memory in Schizophrenia</title><author>Meyer-Lindenberg, Andreas ; Poline, Jean-Baptiste ; Kohn, Philip D. ; Holt, John L. ; Egan, Michael F. ; Weinberger, Daniel R. ; Berman, Karen Faith</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a499t-fded1bd9eaa7d418e7d9f1d24477c30404ea917b34a2cdf2622dff03b249c5053</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2001</creationdate><topic>Adult</topic><topic>Adult and adolescent clinical studies</topic><topic>Biological and medical sciences</topic><topic>Brain</topic><topic>Brain activity</topic><topic>Cerebellum - blood supply</topic><topic>Cerebellum - physiopathology</topic><topic>Cerebrovascular Circulation - physiology</topic><topic>Female</topic><topic>Frontal Lobe - blood supply</topic><topic>Frontal Lobe - physiopathology</topic><topic>Gyrus Cinguli - blood supply</topic><topic>Gyrus Cinguli - physiopathology</topic><topic>Hippocampus - blood supply</topic><topic>Hippocampus - physiopathology</topic><topic>Humans</topic><topic>Male</topic><topic>Medical imaging</topic><topic>Medical sciences</topic><topic>Memory</topic><topic>Memory Disorders - diagnosis</topic><topic>Memory Disorders - etiology</topic><topic>Nerve Net - physiopathology</topic><topic>Prospective Studies</topic><topic>Psychiatric Status Rating Scales</topic><topic>Psychology. Psychoanalysis. Psychiatry</topic><topic>Psychomotor Performance - physiology</topic><topic>Psychopathology. Psychiatry</topic><topic>Psychoses</topic><topic>Schizophrenia</topic><topic>Schizophrenia - complications</topic><topic>Schizophrenia - physiopathology</topic><topic>Temporal Lobe - blood supply</topic><topic>Temporal Lobe - physiopathology</topic><topic>Tomography, Emission-Computed</topic><topic>Working memory</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Meyer-Lindenberg, Andreas</creatorcontrib><creatorcontrib>Poline, Jean-Baptiste</creatorcontrib><creatorcontrib>Kohn, Philip D.</creatorcontrib><creatorcontrib>Holt, John L.</creatorcontrib><creatorcontrib>Egan, Michael F.</creatorcontrib><creatorcontrib>Weinberger, Daniel R.</creatorcontrib><creatorcontrib>Berman, Karen Faith</creatorcontrib><collection>Pascal-Francis</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 Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>MEDLINE - Academic</collection><jtitle>The American journal of psychiatry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Meyer-Lindenberg, Andreas</au><au>Poline, Jean-Baptiste</au><au>Kohn, Philip D.</au><au>Holt, John L.</au><au>Egan, Michael F.</au><au>Weinberger, Daniel R.</au><au>Berman, Karen Faith</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evidence for Abnormal Cortical Functional Connectivity During Working Memory in Schizophrenia</atitle><jtitle>The American journal of psychiatry</jtitle><addtitle>Am J Psychiatry</addtitle><date>2001-11-01</date><risdate>2001</risdate><volume>158</volume><issue>11</issue><spage>1809</spage><epage>1817</epage><pages>1809-1817</pages><issn>0002-953X</issn><eissn>1535-7228</eissn><coden>AJPSAO</coden><abstract>OBJECTIVE: Disturbed neuronal interactions may be involved in schizophrenia because it is without clear regional pathology. Aberrant connectivity is further suggested by theoretical formulations and neurochemical and neuroanatomical data. The authors applied to schizophrenia a recently available functional neuroimaging analytic method that permits characterization of cooperative action on the systems level. METHOD: Thirteen medication-free patients and 13 matched healthy comparison subjects performed a working memory (n-back) task and sensorimotor baseline task during positron emission tomography. "Functional connectivity" patterns, reflecting distributed correlated activity that differed most between groups, were extracted by a canonical variates analysis. RESULTS: More than half the variance was explained by a single pattern showing inferotemporal, (para-)hippocampal, and cerebellar loadings for patients versus dorsolateral prefrontal and anterior cingulate activity for comparison subjects. Expression of this pattern perfectly separated all patient scans from comparison scans, thus showing promise as a trait marker. This result was validated prospectively by successfully classifying unrelated scans from the same patients and data from a new cohort. An additional 19% of variance corresponded to the pattern activated by the working memory task. Expression of this pattern was more variable in patients during working memory but not the control condition, suggesting inability to sustain a task-adequate neural network, consistent with the disconnection hypothesis. CONCLUSIONS: Pronounced disruptions of distributed cooperative activity in schizophrenia were found. A pattern showing disturbed frontotemporal interactions showed promise as a trait marker and may be useful for future investigations.</abstract><cop>Washington, DC</cop><pub>American Psychiatric Publishing</pub><pmid>11691686</pmid><doi>10.1176/appi.ajp.158.11.1809</doi><tpages>9</tpages></addata></record> |
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subjects | Adult Adult and adolescent clinical studies Biological and medical sciences Brain Brain activity Cerebellum - blood supply Cerebellum - physiopathology Cerebrovascular Circulation - physiology Female Frontal Lobe - blood supply Frontal Lobe - physiopathology Gyrus Cinguli - blood supply Gyrus Cinguli - physiopathology Hippocampus - blood supply Hippocampus - physiopathology Humans Male Medical imaging Medical sciences Memory Memory Disorders - diagnosis Memory Disorders - etiology Nerve Net - physiopathology Prospective Studies Psychiatric Status Rating Scales Psychology. Psychoanalysis. Psychiatry Psychomotor Performance - physiology Psychopathology. Psychiatry Psychoses Schizophrenia Schizophrenia - complications Schizophrenia - physiopathology Temporal Lobe - blood supply Temporal Lobe - physiopathology Tomography, Emission-Computed Working memory |
title | Evidence for Abnormal Cortical Functional Connectivity During Working Memory in Schizophrenia |
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