Effects of Increasing Neuromuscular Electrical Stimulation Current Intensity on Cortical Sensorimotor Network Activation: A Time Domain fNIRS Study.
Identifieur interne : 002B93 ( PubMed/Corpus ); précédent : 002B92; suivant : 002B94Effects of Increasing Neuromuscular Electrical Stimulation Current Intensity on Cortical Sensorimotor Network Activation: A Time Domain fNIRS Study.
Auteurs : Makii Muthalib ; Rebecca Re ; Lucia Zucchelli ; Stephane Perrey ; Davide Contini ; Matteo Caffini ; Lorenzo Spinelli ; Graham Kerr ; Valentina Quaresima ; Marco Ferrari ; Alessandro TorricelliSource :
- PloS one [ 1932-6203 ] ; 2015.
English descriptors
- KwdEn :
- Adult, Brain Mapping, Electric Stimulation, Forearm, Hemoglobins (metabolism), Humans, Linear Models, Male, Middle Aged, Motor Cortex (diagnostic imaging), Motor Cortex (physiology), Muscle, Skeletal (metabolism), Muscle, Skeletal (physiology), Nerve Net (physiology), Oxyhemoglobins (metabolism), Pain Measurement, Prefrontal Cortex (diagnostic imaging), Prefrontal Cortex (physiology), Radiography, Sensorimotor Cortex (diagnostic imaging), Sensorimotor Cortex (physiology), Spectroscopy, Near-Infrared.
- MESH :
- chemical , metabolism : Hemoglobins, Oxyhemoglobins.
- diagnostic imaging : Motor Cortex, Prefrontal Cortex, Sensorimotor Cortex.
- metabolism : Muscle, Skeletal.
- physiology : Motor Cortex, Muscle, Skeletal, Nerve Net, Prefrontal Cortex, Sensorimotor Cortex.
- Adult, Brain Mapping, Electric Stimulation, Forearm, Humans, Linear Models, Male, Middle Aged, Pain Measurement, Radiography, Spectroscopy, Near-Infrared.
Abstract
Neuroimaging studies have shown neuromuscular electrical stimulation (NMES)-evoked movements activate regions of the cortical sensorimotor network, including the primary sensorimotor cortex (SMC), premotor cortex (PMC), supplementary motor area (SMA), and secondary somatosensory area (S2), as well as regions of the prefrontal cortex (PFC) known to be involved in pain processing. The aim of this study, on nine healthy subjects, was to compare the cortical network activation profile and pain ratings during NMES of the right forearm wrist extensor muscles at increasing current intensities up to and slightly over the individual maximal tolerated intensity (MTI), and with reference to voluntary (VOL) wrist extension movements. By exploiting the capability of the multi-channel time domain functional near-infrared spectroscopy technique to relate depth information to the photon time-of-flight, the cortical and superficial oxygenated (O2Hb) and deoxygenated (HHb) hemoglobin concentrations were estimated. The O2Hb and HHb maps obtained using the General Linear Model (NIRS-SPM) analysis method, showed that the VOL and NMES-evoked movements significantly increased activation (i.e., increase in O2Hb and corresponding decrease in HHb) in the cortical layer of the contralateral sensorimotor network (SMC, PMC/SMA, and S2). However, the level and area of contralateral sensorimotor network (including PFC) activation was significantly greater for NMES than VOL. Furthermore, there was greater bilateral sensorimotor network activation with the high NMES current intensities which corresponded with increased pain ratings. In conclusion, our findings suggest that greater bilateral sensorimotor network activation profile with high NMES current intensities could be in part attributable to increased attentional/pain processing and to increased bilateral sensorimotor integration in these cortical regions.
DOI: 10.1371/journal.pone.0131951
PubMed: 26158464
Links to Exploration step
pubmed:26158464Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Effects of Increasing Neuromuscular Electrical Stimulation Current Intensity on Cortical Sensorimotor Network Activation: A Time Domain fNIRS Study.</title><author><name sortKey="Muthalib, Makii" sort="Muthalib, Makii" uniqKey="Muthalib M" first="Makii" last="Muthalib">Makii Muthalib</name><affiliation><nlm:affiliation>Movement To Health (M2H), EuroMov, University of Montpellier, Montpellier, France; Movement Neuroscience, IHBI, Queensland University of Technology, Brisbane, Australia.</nlm:affiliation></affiliation></author><author><name sortKey="Re, Rebecca" sort="Re, Rebecca" uniqKey="Re R" first="Rebecca" last="Re">Rebecca Re</name><affiliation><nlm:affiliation>Dipartimento di Fisica, Politecnico di Milano, Milan, Italy.</nlm:affiliation></affiliation></author><author><name sortKey="Zucchelli, Lucia" sort="Zucchelli, Lucia" uniqKey="Zucchelli L" first="Lucia" last="Zucchelli">Lucia Zucchelli</name><affiliation><nlm:affiliation>Dipartimento di Fisica, Politecnico di Milano, Milan, Italy.</nlm:affiliation></affiliation></author><author><name sortKey="Perrey, Stephane" sort="Perrey, Stephane" uniqKey="Perrey S" first="Stephane" last="Perrey">Stephane Perrey</name><affiliation><nlm:affiliation>Movement To Health (M2H), EuroMov, University of Montpellier, Montpellier, France.</nlm:affiliation></affiliation></author><author><name sortKey="Contini, Davide" sort="Contini, Davide" uniqKey="Contini D" first="Davide" last="Contini">Davide Contini</name><affiliation><nlm:affiliation>Dipartimento di Fisica, Politecnico di Milano, Milan, Italy.</nlm:affiliation></affiliation></author><author><name sortKey="Caffini, Matteo" sort="Caffini, Matteo" uniqKey="Caffini M" first="Matteo" last="Caffini">Matteo Caffini</name><affiliation><nlm:affiliation>Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy.</nlm:affiliation></affiliation></author><author><name sortKey="Spinelli, Lorenzo" sort="Spinelli, Lorenzo" uniqKey="Spinelli L" first="Lorenzo" last="Spinelli">Lorenzo Spinelli</name><affiliation><nlm:affiliation>Istituto di Fotonica e Nanotecnologie, CNR, Politecnico di Milano, Milan, Italy.</nlm:affiliation></affiliation></author><author><name sortKey="Kerr, Graham" sort="Kerr, Graham" uniqKey="Kerr G" first="Graham" last="Kerr">Graham Kerr</name><affiliation><nlm:affiliation>Movement Neuroscience, IHBI, Queensland University of Technology, Brisbane, Australia.</nlm:affiliation></affiliation></author><author><name sortKey="Quaresima, Valentina" sort="Quaresima, Valentina" uniqKey="Quaresima V" first="Valentina" last="Quaresima">Valentina Quaresima</name><affiliation><nlm:affiliation>Dipartimento di Medicina Clinica, Sanità Pubblica, Scienze della Vita e dell'Ambiente, Università degli Studi dell'Aquila, L'Aquila, Italy.</nlm:affiliation></affiliation></author><author><name sortKey="Ferrari, Marco" sort="Ferrari, Marco" uniqKey="Ferrari M" first="Marco" last="Ferrari">Marco Ferrari</name><affiliation><nlm:affiliation>Dipartimento di Medicina Clinica, Sanità Pubblica, Scienze della Vita e dell'Ambiente, Università degli Studi dell'Aquila, L'Aquila, Italy.</nlm:affiliation></affiliation></author><author><name sortKey="Torricelli, Alessandro" sort="Torricelli, Alessandro" uniqKey="Torricelli A" first="Alessandro" last="Torricelli">Alessandro Torricelli</name><affiliation><nlm:affiliation>Dipartimento di Fisica, Politecnico di Milano, Milan, Italy.</nlm:affiliation></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PubMed</idno><date when="2015">2015</date><idno type="RBID">pubmed:26158464</idno><idno type="pmid">26158464</idno><idno type="doi">10.1371/journal.pone.0131951</idno><idno type="wicri:Area/PubMed/Corpus">002B93</idno><idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">002B93</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Effects of Increasing Neuromuscular Electrical Stimulation Current Intensity on Cortical Sensorimotor Network Activation: A Time Domain fNIRS Study.</title><author><name sortKey="Muthalib, Makii" sort="Muthalib, Makii" uniqKey="Muthalib M" first="Makii" last="Muthalib">Makii Muthalib</name><affiliation><nlm:affiliation>Movement To Health (M2H), EuroMov, University of Montpellier, Montpellier, France; Movement Neuroscience, IHBI, Queensland University of Technology, Brisbane, Australia.</nlm:affiliation></affiliation></author><author><name sortKey="Re, Rebecca" sort="Re, Rebecca" uniqKey="Re R" first="Rebecca" last="Re">Rebecca Re</name><affiliation><nlm:affiliation>Dipartimento di Fisica, Politecnico di Milano, Milan, Italy.</nlm:affiliation></affiliation></author><author><name sortKey="Zucchelli, Lucia" sort="Zucchelli, Lucia" uniqKey="Zucchelli L" first="Lucia" last="Zucchelli">Lucia Zucchelli</name><affiliation><nlm:affiliation>Dipartimento di Fisica, Politecnico di Milano, Milan, Italy.</nlm:affiliation></affiliation></author><author><name sortKey="Perrey, Stephane" sort="Perrey, Stephane" uniqKey="Perrey S" first="Stephane" last="Perrey">Stephane Perrey</name><affiliation><nlm:affiliation>Movement To Health (M2H), EuroMov, University of Montpellier, Montpellier, France.</nlm:affiliation></affiliation></author><author><name sortKey="Contini, Davide" sort="Contini, Davide" uniqKey="Contini D" first="Davide" last="Contini">Davide Contini</name><affiliation><nlm:affiliation>Dipartimento di Fisica, Politecnico di Milano, Milan, Italy.</nlm:affiliation></affiliation></author><author><name sortKey="Caffini, Matteo" sort="Caffini, Matteo" uniqKey="Caffini M" first="Matteo" last="Caffini">Matteo Caffini</name><affiliation><nlm:affiliation>Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy.</nlm:affiliation></affiliation></author><author><name sortKey="Spinelli, Lorenzo" sort="Spinelli, Lorenzo" uniqKey="Spinelli L" first="Lorenzo" last="Spinelli">Lorenzo Spinelli</name><affiliation><nlm:affiliation>Istituto di Fotonica e Nanotecnologie, CNR, Politecnico di Milano, Milan, Italy.</nlm:affiliation></affiliation></author><author><name sortKey="Kerr, Graham" sort="Kerr, Graham" uniqKey="Kerr G" first="Graham" last="Kerr">Graham Kerr</name><affiliation><nlm:affiliation>Movement Neuroscience, IHBI, Queensland University of Technology, Brisbane, Australia.</nlm:affiliation></affiliation></author><author><name sortKey="Quaresima, Valentina" sort="Quaresima, Valentina" uniqKey="Quaresima V" first="Valentina" last="Quaresima">Valentina Quaresima</name><affiliation><nlm:affiliation>Dipartimento di Medicina Clinica, Sanità Pubblica, Scienze della Vita e dell'Ambiente, Università degli Studi dell'Aquila, L'Aquila, Italy.</nlm:affiliation></affiliation></author><author><name sortKey="Ferrari, Marco" sort="Ferrari, Marco" uniqKey="Ferrari M" first="Marco" last="Ferrari">Marco Ferrari</name><affiliation><nlm:affiliation>Dipartimento di Medicina Clinica, Sanità Pubblica, Scienze della Vita e dell'Ambiente, Università degli Studi dell'Aquila, L'Aquila, Italy.</nlm:affiliation></affiliation></author><author><name sortKey="Torricelli, Alessandro" sort="Torricelli, Alessandro" uniqKey="Torricelli A" first="Alessandro" last="Torricelli">Alessandro Torricelli</name><affiliation><nlm:affiliation>Dipartimento di Fisica, Politecnico di Milano, Milan, Italy.</nlm:affiliation></affiliation></author></analytic><series><title level="j">PloS one</title><idno type="eISSN">1932-6203</idno><imprint><date when="2015" type="published">2015</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Adult</term><term>Brain Mapping</term><term>Electric Stimulation</term><term>Forearm</term><term>Hemoglobins (metabolism)</term><term>Humans</term><term>Linear Models</term><term>Male</term><term>Middle Aged</term><term>Motor Cortex (diagnostic imaging)</term><term>Motor Cortex (physiology)</term><term>Muscle, Skeletal (metabolism)</term><term>Muscle, Skeletal (physiology)</term><term>Nerve Net (physiology)</term><term>Oxyhemoglobins (metabolism)</term><term>Pain Measurement</term><term>Prefrontal Cortex (diagnostic imaging)</term><term>Prefrontal Cortex (physiology)</term><term>Radiography</term><term>Sensorimotor Cortex (diagnostic imaging)</term><term>Sensorimotor Cortex (physiology)</term><term>Spectroscopy, Near-Infrared</term></keywords><keywords scheme="MESH" type="chemical" qualifier="metabolism" xml:lang="en"><term>Hemoglobins</term><term>Oxyhemoglobins</term></keywords><keywords scheme="MESH" qualifier="diagnostic imaging" xml:lang="en"><term>Motor Cortex</term><term>Prefrontal Cortex</term><term>Sensorimotor Cortex</term></keywords><keywords scheme="MESH" qualifier="metabolism" xml:lang="en"><term>Muscle, Skeletal</term></keywords><keywords scheme="MESH" qualifier="physiology" xml:lang="en"><term>Motor Cortex</term><term>Muscle, Skeletal</term><term>Nerve Net</term><term>Prefrontal Cortex</term><term>Sensorimotor Cortex</term></keywords><keywords scheme="MESH" xml:lang="en"><term>Adult</term><term>Brain Mapping</term><term>Electric Stimulation</term><term>Forearm</term><term>Humans</term><term>Linear Models</term><term>Male</term><term>Middle Aged</term><term>Pain Measurement</term><term>Radiography</term><term>Spectroscopy, Near-Infrared</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Neuroimaging studies have shown neuromuscular electrical stimulation (NMES)-evoked movements activate regions of the cortical sensorimotor network, including the primary sensorimotor cortex (SMC), premotor cortex (PMC), supplementary motor area (SMA), and secondary somatosensory area (S2), as well as regions of the prefrontal cortex (PFC) known to be involved in pain processing. The aim of this study, on nine healthy subjects, was to compare the cortical network activation profile and pain ratings during NMES of the right forearm wrist extensor muscles at increasing current intensities up to and slightly over the individual maximal tolerated intensity (MTI), and with reference to voluntary (VOL) wrist extension movements. By exploiting the capability of the multi-channel time domain functional near-infrared spectroscopy technique to relate depth information to the photon time-of-flight, the cortical and superficial oxygenated (O2Hb) and deoxygenated (HHb) hemoglobin concentrations were estimated. The O2Hb and HHb maps obtained using the General Linear Model (NIRS-SPM) analysis method, showed that the VOL and NMES-evoked movements significantly increased activation (i.e., increase in O2Hb and corresponding decrease in HHb) in the cortical layer of the contralateral sensorimotor network (SMC, PMC/SMA, and S2). However, the level and area of contralateral sensorimotor network (including PFC) activation was significantly greater for NMES than VOL. Furthermore, there was greater bilateral sensorimotor network activation with the high NMES current intensities which corresponded with increased pain ratings. In conclusion, our findings suggest that greater bilateral sensorimotor network activation profile with high NMES current intensities could be in part attributable to increased attentional/pain processing and to increased bilateral sensorimotor integration in these cortical regions.</div></front></TEI><pubmed><MedlineCitation Status="MEDLINE" Owner="NLM"><PMID Version="1">26158464</PMID><DateCreated><Year>2015</Year><Month>07</Month><Day>10</Day></DateCreated><DateCompleted><Year>2016</Year><Month>04</Month><Day>14</Day></DateCompleted><DateRevised><Year>2017</Year><Month>02</Month><Day>20</Day></DateRevised><Article PubModel="Electronic-eCollection"><Journal><ISSN IssnType="Electronic">1932-6203</ISSN><JournalIssue CitedMedium="Internet"><Volume>10</Volume><Issue>7</Issue><PubDate><Year>2015</Year></PubDate></JournalIssue><Title>PloS one</Title><ISOAbbreviation>PLoS ONE</ISOAbbreviation></Journal><ArticleTitle>Effects of Increasing Neuromuscular Electrical Stimulation Current Intensity on Cortical Sensorimotor Network Activation: A Time Domain fNIRS Study.</ArticleTitle><Pagination><MedlinePgn>e0131951</MedlinePgn></Pagination><ELocationID EIdType="doi" ValidYN="Y">10.1371/journal.pone.0131951</ELocationID><Abstract><AbstractText>Neuroimaging studies have shown neuromuscular electrical stimulation (NMES)-evoked movements activate regions of the cortical sensorimotor network, including the primary sensorimotor cortex (SMC), premotor cortex (PMC), supplementary motor area (SMA), and secondary somatosensory area (S2), as well as regions of the prefrontal cortex (PFC) known to be involved in pain processing. The aim of this study, on nine healthy subjects, was to compare the cortical network activation profile and pain ratings during NMES of the right forearm wrist extensor muscles at increasing current intensities up to and slightly over the individual maximal tolerated intensity (MTI), and with reference to voluntary (VOL) wrist extension movements. By exploiting the capability of the multi-channel time domain functional near-infrared spectroscopy technique to relate depth information to the photon time-of-flight, the cortical and superficial oxygenated (O2Hb) and deoxygenated (HHb) hemoglobin concentrations were estimated. The O2Hb and HHb maps obtained using the General Linear Model (NIRS-SPM) analysis method, showed that the VOL and NMES-evoked movements significantly increased activation (i.e., increase in O2Hb and corresponding decrease in HHb) in the cortical layer of the contralateral sensorimotor network (SMC, PMC/SMA, and S2). However, the level and area of contralateral sensorimotor network (including PFC) activation was significantly greater for NMES than VOL. Furthermore, there was greater bilateral sensorimotor network activation with the high NMES current intensities which corresponded with increased pain ratings. In conclusion, our findings suggest that greater bilateral sensorimotor network activation profile with high NMES current intensities could be in part attributable to increased attentional/pain processing and to increased bilateral sensorimotor integration in these cortical regions.</AbstractText></Abstract><AuthorList CompleteYN="Y"><Author ValidYN="Y"><LastName>Muthalib</LastName><ForeName>Makii</ForeName><Initials>M</Initials><AffiliationInfo><Affiliation>Movement To Health (M2H), EuroMov, University of Montpellier, Montpellier, France; Movement Neuroscience, IHBI, Queensland University of Technology, Brisbane, Australia.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Re</LastName><ForeName>Rebecca</ForeName><Initials>R</Initials><AffiliationInfo><Affiliation>Dipartimento di Fisica, Politecnico di Milano, Milan, Italy.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Zucchelli</LastName><ForeName>Lucia</ForeName><Initials>L</Initials><AffiliationInfo><Affiliation>Dipartimento di Fisica, Politecnico di Milano, Milan, Italy.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Perrey</LastName><ForeName>Stephane</ForeName><Initials>S</Initials><AffiliationInfo><Affiliation>Movement To Health (M2H), EuroMov, University of Montpellier, Montpellier, France.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Contini</LastName><ForeName>Davide</ForeName><Initials>D</Initials><AffiliationInfo><Affiliation>Dipartimento di Fisica, Politecnico di Milano, Milan, Italy.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Caffini</LastName><ForeName>Matteo</ForeName><Initials>M</Initials><AffiliationInfo><Affiliation>Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Spinelli</LastName><ForeName>Lorenzo</ForeName><Initials>L</Initials><AffiliationInfo><Affiliation>Istituto di Fotonica e Nanotecnologie, CNR, Politecnico di Milano, Milan, Italy.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Kerr</LastName><ForeName>Graham</ForeName><Initials>G</Initials><AffiliationInfo><Affiliation>Movement Neuroscience, IHBI, Queensland University of Technology, Brisbane, Australia.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Quaresima</LastName><ForeName>Valentina</ForeName><Initials>V</Initials><AffiliationInfo><Affiliation>Dipartimento di Medicina Clinica, Sanità Pubblica, Scienze della Vita e dell'Ambiente, Università degli Studi dell'Aquila, L'Aquila, Italy.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Ferrari</LastName><ForeName>Marco</ForeName><Initials>M</Initials><AffiliationInfo><Affiliation>Dipartimento di Medicina Clinica, Sanità Pubblica, Scienze della Vita e dell'Ambiente, Università degli Studi dell'Aquila, L'Aquila, Italy.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Torricelli</LastName><ForeName>Alessandro</ForeName><Initials>A</Initials><AffiliationInfo><Affiliation>Dipartimento di Fisica, Politecnico di Milano, Milan, Italy.</Affiliation></AffiliationInfo></Author></AuthorList><Language>eng</Language><PublicationTypeList><PublicationType UI="D016428">Journal Article</PublicationType><PublicationType UI="D013485">Research Support, Non-U.S. Gov't</PublicationType></PublicationTypeList><ArticleDate DateType="Electronic"><Year>2015</Year><Month>07</Month><Day>09</Day></ArticleDate></Article><MedlineJournalInfo><Country>United States</Country><MedlineTA>PLoS One</MedlineTA><NlmUniqueID>101285081</NlmUniqueID><ISSNLinking>1932-6203</ISSNLinking></MedlineJournalInfo><ChemicalList><Chemical><RegistryNumber>0</RegistryNumber><NameOfSubstance 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Near-Infrared</DescriptorName></MeshHeading></MeshHeadingList><OtherID Source="NLM">PMC4497661</OtherID></MedlineCitation><PubmedData><History><PubMedPubDate PubStatus="received"><Year>2014</Year><Month>12</Month><Day>08</Day></PubMedPubDate><PubMedPubDate PubStatus="accepted"><Year>2015</Year><Month>06</Month><Day>08</Day></PubMedPubDate><PubMedPubDate PubStatus="entrez"><Year>2015</Year><Month>7</Month><Day>10</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="pubmed"><Year>2015</Year><Month>7</Month><Day>15</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="medline"><Year>2016</Year><Month>4</Month><Day>15</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate></History><PublicationStatus>epublish</PublicationStatus><ArticleIdList><ArticleId IdType="pubmed">26158464</ArticleId><ArticleId IdType="doi">10.1371/journal.pone.0131951</ArticleId><ArticleId IdType="pii">PONE-D-14-54948</ArticleId><ArticleId 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