BOLD Consistently Matches Electrophysiology in Human Sensorimotor Cortex at Increasing Movement Rates: A Combined 7T fMRI and ECoG Study on Neurovascular Coupling
Blood oxygenation level-dependent (BOLD) functional magnetic resonance imaging (fMRI) is widely used to measure human brain function and relies on the assumption that hemodynamic changes mirror the underlying neuronal activity. However, an often reported saturation of the BOLD response at high movem...
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Veröffentlicht in: | Journal of cerebral blood flow and metabolism 2013-09, Vol.33 (9), p.1448-1456 |
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description | Blood oxygenation level-dependent (BOLD) functional magnetic resonance imaging (fMRI) is widely used to measure human brain function and relies on the assumption that hemodynamic changes mirror the underlying neuronal activity. However, an often reported saturation of the BOLD response at high movement rates has led to the notion of a mismatch in neurovascular coupling. We combined BOLD fMRI at 7T and intracranial electrocorticography (ECoG) to assess the relationship between BOLD and neuronal population activity in human sensorimotor cortex using a motor task with increasing movement rates. Though linear models failed to predict BOLD responses from the task, the measured BOLD and ECoG responses from the same tissue were in good agreement. Electrocorticography explained almost 80% of the mismatch between measured- and model-predicted BOLD responses, indicating that in human sensorimotor cortex, a large portion of the BOLD nonlinearity with respect to behavior (movement rate) is well predicted by electrophysiology. The results further suggest that other reported examples of BOLD mismatch may be related to neuronal processes, rather than to neurovascular uncoupling. |
doi_str_mv | 10.1038/jcbfm.2013.97 |
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However, an often reported saturation of the BOLD response at high movement rates has led to the notion of a mismatch in neurovascular coupling. We combined BOLD fMRI at 7T and intracranial electrocorticography (ECoG) to assess the relationship between BOLD and neuronal population activity in human sensorimotor cortex using a motor task with increasing movement rates. Though linear models failed to predict BOLD responses from the task, the measured BOLD and ECoG responses from the same tissue were in good agreement. Electrocorticography explained almost 80% of the mismatch between measured- and model-predicted BOLD responses, indicating that in human sensorimotor cortex, a large portion of the BOLD nonlinearity with respect to behavior (movement rate) is well predicted by electrophysiology. The results further suggest that other reported examples of BOLD mismatch may be related to neuronal processes, rather than to neurovascular uncoupling.</description><identifier>ISSN: 0271-678X</identifier><identifier>EISSN: 1559-7016</identifier><identifier>DOI: 10.1038/jcbfm.2013.97</identifier><identifier>PMID: 23801242</identifier><language>eng</language><publisher>London, England: SAGE Publications</publisher><subject>Adult ; Electrophysiological Phenomena - physiology ; Female ; Humans ; Magnetic Resonance Imaging - methods ; Male ; Models, Biological ; Motor Cortex - physiology ; Movement - physiology ; Original ; Oxygen - metabolism</subject><ispartof>Journal of cerebral blood flow and metabolism, 2013-09, Vol.33 (9), p.1448-1456</ispartof><rights>2013 ISCBFM</rights><rights>Copyright Nature Publishing Group Sep 2013</rights><rights>Copyright © 2013 International Society for Cerebral Blood Flow & Metabolism, Inc. 2013 International Society for Cerebral Blood Flow & Metabolism, Inc.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c549t-b1dcd939e486f5ddb50f60bbe2796a3f66ff9c04f3f0a33924de0c025cdc550b3</citedby><cites>FETCH-LOGICAL-c549t-b1dcd939e486f5ddb50f60bbe2796a3f66ff9c04f3f0a33924de0c025cdc550b3</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/PMC3764395/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3764395/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,315,728,781,785,886,21824,27929,27930,43626,43627,53796,53798</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23801242$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Siero, Jeroen CW</creatorcontrib><creatorcontrib>Hermes, Dora</creatorcontrib><creatorcontrib>Hoogduin, Hans</creatorcontrib><creatorcontrib>Luijten, Peter R</creatorcontrib><creatorcontrib>Petridou, Natalia</creatorcontrib><creatorcontrib>Ramsey, Nick F</creatorcontrib><title>BOLD Consistently Matches Electrophysiology in Human Sensorimotor Cortex at Increasing Movement Rates: A Combined 7T fMRI and ECoG Study on Neurovascular Coupling</title><title>Journal of cerebral blood flow and metabolism</title><addtitle>J Cereb Blood Flow Metab</addtitle><description>Blood oxygenation level-dependent (BOLD) functional magnetic resonance imaging (fMRI) is widely used to measure human brain function and relies on the assumption that hemodynamic changes mirror the underlying neuronal activity. 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The results further suggest that other reported examples of BOLD mismatch may be related to neuronal processes, rather than to neurovascular uncoupling.</description><subject>Adult</subject><subject>Electrophysiological Phenomena - physiology</subject><subject>Female</subject><subject>Humans</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Male</subject><subject>Models, Biological</subject><subject>Motor Cortex - physiology</subject><subject>Movement - physiology</subject><subject>Original</subject><subject>Oxygen - metabolism</subject><issn>0271-678X</issn><issn>1559-7016</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNqNks9v0zAUxyMEYmVw5IoscUFIKXb8IzEHpFHKVqll0jYkbpbj2G2qxC62U5F_h78Udx3TQBw4-fA-7-P3nr5Z9hLBKYK4erdVtemnBUR4ystH2QRRyvMSIvY4m8CiRDkrq28n2bMQthDCClP6NDspcAVRQYpJ9vPj5fITmDkb2hC1jd0IVjKqjQ5g3mkVvdttxtC6zq1H0FpwMfTSgmttg_Nt76LzqdlH_QPICBZWeS1Da9dg5fa6Tz5wJaMO78FZwvq6tboB5Q0wq6sFkLYB85k7B9dxaEbgLPiiB-_2MqihkwfvsOuS63n2xMgu6Bd372n29fP8ZnaRLy_PF7OzZa4o4TGvUaMajrkmFTO0aWoKDYN1rYuSM4kNY8ZwBYnBBkqMeUEaDRUsqGoUpbDGp9mHo3c31L1uVJrey07s0p7Sj8LJVvxZse1GrN1e4JIRzGkSvLkTePd90CGKvg1Kd5202g1BIIIJxAUr2X-gBa8Iq1CV0Nd_oVs3eJsucUsRyAgqE5UfKeVdCF6b-7kRFIegiNugiENQBD_wrx4ue0__TkYC3h6BINf6wZf_tP0CWJ3KUg</recordid><startdate>20130901</startdate><enddate>20130901</enddate><creator>Siero, Jeroen CW</creator><creator>Hermes, Dora</creator><creator>Hoogduin, Hans</creator><creator>Luijten, Peter R</creator><creator>Petridou, Natalia</creator><creator>Ramsey, Nick F</creator><general>SAGE Publications</general><general>Sage Publications Ltd</general><general>Nature Publishing Group</general><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>8AO</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</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>M7P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>7TK</scope><scope>5PM</scope></search><sort><creationdate>20130901</creationdate><title>BOLD Consistently Matches Electrophysiology in Human Sensorimotor Cortex at Increasing Movement Rates: A Combined 7T fMRI and ECoG Study on Neurovascular Coupling</title><author>Siero, Jeroen CW ; 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subjects | Adult Electrophysiological Phenomena - physiology Female Humans Magnetic Resonance Imaging - methods Male Models, Biological Motor Cortex - physiology Movement - physiology Original Oxygen - metabolism |
title | BOLD Consistently Matches Electrophysiology in Human Sensorimotor Cortex at Increasing Movement Rates: A Combined 7T fMRI and ECoG Study on Neurovascular Coupling |
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