Brain oscillatory activity during motor imagery in EEG-fMRI coregistration
Abstract The purpose of the present work was to investigate the correlation between topographical changes in brain oscillatory activity and the blood oxygenation level-dependent (BOLD) signal during a motor imagery (MI) task using electroencephalography (EEG) and functional magnetic resonance imagin...
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description | Abstract The purpose of the present work was to investigate the correlation between topographical changes in brain oscillatory activity and the blood oxygenation level-dependent (BOLD) signal during a motor imagery (MI) task using electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) coregistration. EEG was recorded in 7 healthy subjects inside a 1.5 T MR scanner during the imagination of the kinesthetic experience of movement. A Fast Fourier Transform was applied to EEG signal in the rest and active conditions. We used the event-related-synchronization (ERS)/desynchronization (ERD) approach to characterize where the imagination of movement produces a decrease in alpha and beta power. The mean alpha map showed ERD decrease localized over the contralateral sensory motor area (SM1c) and a light desynchronization in the ipsilateral sensory motor area (SM1i); whereas the mean beta map showed ERD decrease over the supplementary motor area (SMA). fMRI showed significant activation in SMA, SM1c, SM1i. The correlation is negative in the contralateral side and positive in the ipsilateral side. Using combined EEG-fMRI signals we obtained useful new information on the description of the changes in oscillatory activity in alpha and beta bands during MI and on the investigation of the sites of BOLD activity as possible sources in generating these rhythms. By correlating BOLD and ERD/ERS we may identify more accurately which regions contribute to changes of the electrical response. |
doi_str_mv | 10.1016/j.mri.2010.06.030 |
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EEG was recorded in 7 healthy subjects inside a 1.5 T MR scanner during the imagination of the kinesthetic experience of movement. A Fast Fourier Transform was applied to EEG signal in the rest and active conditions. We used the event-related-synchronization (ERS)/desynchronization (ERD) approach to characterize where the imagination of movement produces a decrease in alpha and beta power. The mean alpha map showed ERD decrease localized over the contralateral sensory motor area (SM1c) and a light desynchronization in the ipsilateral sensory motor area (SM1i); whereas the mean beta map showed ERD decrease over the supplementary motor area (SMA). fMRI showed significant activation in SMA, SM1c, SM1i. The correlation is negative in the contralateral side and positive in the ipsilateral side. Using combined EEG-fMRI signals we obtained useful new information on the description of the changes in oscillatory activity in alpha and beta bands during MI and on the investigation of the sites of BOLD activity as possible sources in generating these rhythms. By correlating BOLD and ERD/ERS we may identify more accurately which regions contribute to changes of the electrical response.</description><identifier>ISSN: 0730-725X</identifier><identifier>EISSN: 1873-5894</identifier><identifier>DOI: 10.1016/j.mri.2010.06.030</identifier><identifier>PMID: 20850237</identifier><language>eng</language><publisher>Netherlands: Elsevier Inc</publisher><subject>Adult ; Alpha power ; Beta power ; Biological Clocks - physiology ; BOLD ; Brain Mapping - methods ; EEG ; Electroencephalography - methods ; ERD ; Evoked Potentials, Motor - physiology ; Female ; Humans ; Imagination - physiology ; Magnetic Resonance Imaging - methods ; Male ; Middle Aged ; Motor Cortex - physiology ; Motor imagery ; Oxygen Consumption - physiology ; Radiology ; Subtraction Technique</subject><ispartof>Magnetic resonance imaging, 2010-12, Vol.28 (10), p.1403-1412</ispartof><rights>Elsevier Inc.</rights><rights>2010 Elsevier Inc.</rights><rights>Copyright © 2010 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c505t-cd86da749d425fbe888c9d7cfbfcd207969be4f9f50c018c25601ce6d74fc61e3</citedby><cites>FETCH-LOGICAL-c505t-cd86da749d425fbe888c9d7cfbfcd207969be4f9f50c018c25601ce6d74fc61e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.mri.2010.06.030$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/20850237$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Formaggio, Emanuela</creatorcontrib><creatorcontrib>Storti, Silvia Francesca</creatorcontrib><creatorcontrib>Cerini, Roberto</creatorcontrib><creatorcontrib>Fiaschi, Antonio</creatorcontrib><creatorcontrib>Manganotti, Paolo</creatorcontrib><title>Brain oscillatory activity during motor imagery in EEG-fMRI coregistration</title><title>Magnetic resonance imaging</title><addtitle>Magn Reson Imaging</addtitle><description>Abstract The purpose of the present work was to investigate the correlation between topographical changes in brain oscillatory activity and the blood oxygenation level-dependent (BOLD) signal during a motor imagery (MI) task using electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) coregistration. EEG was recorded in 7 healthy subjects inside a 1.5 T MR scanner during the imagination of the kinesthetic experience of movement. A Fast Fourier Transform was applied to EEG signal in the rest and active conditions. We used the event-related-synchronization (ERS)/desynchronization (ERD) approach to characterize where the imagination of movement produces a decrease in alpha and beta power. The mean alpha map showed ERD decrease localized over the contralateral sensory motor area (SM1c) and a light desynchronization in the ipsilateral sensory motor area (SM1i); whereas the mean beta map showed ERD decrease over the supplementary motor area (SMA). fMRI showed significant activation in SMA, SM1c, SM1i. The correlation is negative in the contralateral side and positive in the ipsilateral side. Using combined EEG-fMRI signals we obtained useful new information on the description of the changes in oscillatory activity in alpha and beta bands during MI and on the investigation of the sites of BOLD activity as possible sources in generating these rhythms. By correlating BOLD and ERD/ERS we may identify more accurately which regions contribute to changes of the electrical response.</description><subject>Adult</subject><subject>Alpha power</subject><subject>Beta power</subject><subject>Biological Clocks - physiology</subject><subject>BOLD</subject><subject>Brain Mapping - methods</subject><subject>EEG</subject><subject>Electroencephalography - methods</subject><subject>ERD</subject><subject>Evoked Potentials, Motor - physiology</subject><subject>Female</subject><subject>Humans</subject><subject>Imagination - physiology</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Motor Cortex - physiology</subject><subject>Motor imagery</subject><subject>Oxygen Consumption - physiology</subject><subject>Radiology</subject><subject>Subtraction Technique</subject><issn>0730-725X</issn><issn>1873-5894</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2010</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkc1q3DAURkVoaSZpHyCb4F1Xnl7JlixTKLRhkiakFPoD3QnP1dWgqW0lkh2Yt6-GSbroIl0JSee7SOdj7IzDkgNX77bLIfqlgLwHtYQKjtiC66YqpW7rF2wBTQVlI-SvY3aS0hYApKjkK3YsQEsQVbNgN59i58ciJPR9300h7ooOJ__gp11h5-jHTTGEfFz4odtQvs3wanVVui_frgsMkTY-TbGbfBhfs5eu6xO9eVxP2c_L1Y-Lz-Xt16vri4-3JUqQU4lWK9s1dWtrId2atNbY2gbd2qEV0LSqXVPtWicBgWsUUgFHUrapHSpO1Sl7e5h7F8P9TGkyg09I-fkjhTmZVtay5bWs_ktq0LXMJiCT_EBiDClFcuYu5h_HneFg9q7N1mTXZu_agDLZdc6cP06f1wPZv4knuRl4fwAo23jwFE22TCOS9ZFwMjb4Z8d_-CeNvR89dv1v2lHahjmOWbPhJgkD5vu-7H3XPNcshBLVH8htpEk</recordid><startdate>20101201</startdate><enddate>20101201</enddate><creator>Formaggio, Emanuela</creator><creator>Storti, Silvia Francesca</creator><creator>Cerini, Roberto</creator><creator>Fiaschi, Antonio</creator><creator>Manganotti, Paolo</creator><general>Elsevier Inc</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>7X8</scope><scope>7QO</scope><scope>7TK</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope></search><sort><creationdate>20101201</creationdate><title>Brain oscillatory activity during motor imagery in EEG-fMRI coregistration</title><author>Formaggio, Emanuela ; Storti, Silvia Francesca ; Cerini, Roberto ; Fiaschi, Antonio ; Manganotti, Paolo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c505t-cd86da749d425fbe888c9d7cfbfcd207969be4f9f50c018c25601ce6d74fc61e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Adult</topic><topic>Alpha power</topic><topic>Beta power</topic><topic>Biological Clocks - physiology</topic><topic>BOLD</topic><topic>Brain Mapping - methods</topic><topic>EEG</topic><topic>Electroencephalography - methods</topic><topic>ERD</topic><topic>Evoked Potentials, Motor - physiology</topic><topic>Female</topic><topic>Humans</topic><topic>Imagination - physiology</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Motor Cortex - physiology</topic><topic>Motor imagery</topic><topic>Oxygen Consumption - physiology</topic><topic>Radiology</topic><topic>Subtraction Technique</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Formaggio, Emanuela</creatorcontrib><creatorcontrib>Storti, Silvia Francesca</creatorcontrib><creatorcontrib>Cerini, Roberto</creatorcontrib><creatorcontrib>Fiaschi, Antonio</creatorcontrib><creatorcontrib>Manganotti, Paolo</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Biotechnology Research Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><jtitle>Magnetic resonance imaging</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Formaggio, Emanuela</au><au>Storti, Silvia Francesca</au><au>Cerini, Roberto</au><au>Fiaschi, Antonio</au><au>Manganotti, Paolo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Brain oscillatory activity during motor imagery in EEG-fMRI coregistration</atitle><jtitle>Magnetic resonance imaging</jtitle><addtitle>Magn Reson Imaging</addtitle><date>2010-12-01</date><risdate>2010</risdate><volume>28</volume><issue>10</issue><spage>1403</spage><epage>1412</epage><pages>1403-1412</pages><issn>0730-725X</issn><eissn>1873-5894</eissn><abstract>Abstract The purpose of the present work was to investigate the correlation between topographical changes in brain oscillatory activity and the blood oxygenation level-dependent (BOLD) signal during a motor imagery (MI) task using electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) coregistration. EEG was recorded in 7 healthy subjects inside a 1.5 T MR scanner during the imagination of the kinesthetic experience of movement. A Fast Fourier Transform was applied to EEG signal in the rest and active conditions. We used the event-related-synchronization (ERS)/desynchronization (ERD) approach to characterize where the imagination of movement produces a decrease in alpha and beta power. The mean alpha map showed ERD decrease localized over the contralateral sensory motor area (SM1c) and a light desynchronization in the ipsilateral sensory motor area (SM1i); whereas the mean beta map showed ERD decrease over the supplementary motor area (SMA). fMRI showed significant activation in SMA, SM1c, SM1i. The correlation is negative in the contralateral side and positive in the ipsilateral side. Using combined EEG-fMRI signals we obtained useful new information on the description of the changes in oscillatory activity in alpha and beta bands during MI and on the investigation of the sites of BOLD activity as possible sources in generating these rhythms. By correlating BOLD and ERD/ERS we may identify more accurately which regions contribute to changes of the electrical response.</abstract><cop>Netherlands</cop><pub>Elsevier Inc</pub><pmid>20850237</pmid><doi>10.1016/j.mri.2010.06.030</doi><tpages>10</tpages></addata></record> |
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subjects | Adult Alpha power Beta power Biological Clocks - physiology BOLD Brain Mapping - methods EEG Electroencephalography - methods ERD Evoked Potentials, Motor - physiology Female Humans Imagination - physiology Magnetic Resonance Imaging - methods Male Middle Aged Motor Cortex - physiology Motor imagery Oxygen Consumption - physiology Radiology Subtraction Technique |
title | Brain oscillatory activity during motor imagery in EEG-fMRI coregistration |
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