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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Magnetic resonance imaging 2010-12, Vol.28 (10), p.1403-1412
Hauptverfasser: Formaggio, Emanuela, Storti, Silvia Francesca, Cerini, Roberto, Fiaschi, Antonio, Manganotti, Paolo
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 1412
container_issue 10
container_start_page 1403
container_title Magnetic resonance imaging
container_volume 28
creator Formaggio, Emanuela
Storti, Silvia Francesca
Cerini, Roberto
Fiaschi, Antonio
Manganotti, Paolo
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
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_954591453</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0730725X10002262</els_id><sourcerecordid>808458500</sourcerecordid><originalsourceid>FETCH-LOGICAL-c505t-cd86da749d425fbe888c9d7cfbfcd207969be4f9f50c018c25601ce6d74fc61e3</originalsourceid><addsrcrecordid>eNqFkc1q3DAURkVoaSZpHyCb4F1Xnl7JlixTKLRhkiakFPoD3QnP1dWgqW0lkh2Yt6-GSbroIl0JSee7SOdj7IzDkgNX77bLIfqlgLwHtYQKjtiC66YqpW7rF2wBTQVlI-SvY3aS0hYApKjkK3YsQEsQVbNgN59i58ciJPR9300h7ooOJ__gp11h5-jHTTGEfFz4odtQvs3wanVVui_frgsMkTY-TbGbfBhfs5eu6xO9eVxP2c_L1Y-Lz-Xt16vri4-3JUqQU4lWK9s1dWtrId2atNbY2gbd2qEV0LSqXVPtWicBgWsUUgFHUrapHSpO1Sl7e5h7F8P9TGkyg09I-fkjhTmZVtay5bWs_ktq0LXMJiCT_EBiDClFcuYu5h_HneFg9q7N1mTXZu_agDLZdc6cP06f1wPZv4knuRl4fwAo23jwFE22TCOS9ZFwMjb4Z8d_-CeNvR89dv1v2lHahjmOWbPhJgkD5vu-7H3XPNcshBLVH8htpEk</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>808458500</pqid></control><display><type>article</type><title>Brain oscillatory activity during motor imagery in EEG-fMRI coregistration</title><source>MEDLINE</source><source>ScienceDirect Journals (5 years ago - present)</source><creator>Formaggio, Emanuela ; Storti, Silvia Francesca ; Cerini, Roberto ; Fiaschi, Antonio ; Manganotti, Paolo</creator><creatorcontrib>Formaggio, Emanuela ; Storti, Silvia Francesca ; Cerini, Roberto ; Fiaschi, Antonio ; Manganotti, Paolo</creatorcontrib><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><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>
fulltext fulltext
identifier ISSN: 0730-725X
ispartof Magnetic resonance imaging, 2010-12, Vol.28 (10), p.1403-1412
issn 0730-725X
1873-5894
language eng
recordid cdi_proquest_miscellaneous_954591453
source MEDLINE; ScienceDirect Journals (5 years ago - present)
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
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-06T08%3A23%3A27IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Brain%20oscillatory%20activity%20during%20motor%20imagery%20in%20EEG-fMRI%20coregistration&rft.jtitle=Magnetic%20resonance%20imaging&rft.au=Formaggio,%20Emanuela&rft.date=2010-12-01&rft.volume=28&rft.issue=10&rft.spage=1403&rft.epage=1412&rft.pages=1403-1412&rft.issn=0730-725X&rft.eissn=1873-5894&rft_id=info:doi/10.1016/j.mri.2010.06.030&rft_dat=%3Cproquest_cross%3E808458500%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=808458500&rft_id=info:pmid/20850237&rft_els_id=S0730725X10002262&rfr_iscdi=true