Novel behavioral indicator of explicit awareness reveals temporal course of frontoparietal neural network facilitation during motor learning
Deficits in sequential motor learning have been observed in many patient populations. Having an understanding of the individual neural progression associated with sequential learning in healthy individuals may provide valuable insights for effective interventions with these patients. Due to individu...
Gespeichert in:
Veröffentlicht in: | PloS one 2017-04, Vol.12 (4), p.e0175176-e0175176 |
---|---|
Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | e0175176 |
---|---|
container_issue | 4 |
container_start_page | e0175176 |
container_title | PloS one |
container_volume | 12 |
creator | Lawson, Regan R Gayle, Jordan O Wheaton, Lewis A |
description | Deficits in sequential motor learning have been observed in many patient populations. Having an understanding of the individual neural progression associated with sequential learning in healthy individuals may provide valuable insights for effective interventions with these patients. Due to individual variability in motor skill acquisition, the temporal course of such learning will be vary, suggesting a need for a more individualized approach. Knowing when a subject becomes aware of movement patterns may provide a marker with which to identify each individual's learning time course. To avoid interfering with the incidental nature of discovery during learning, such an indicator requires an indirect, behaviorally-based approach. In Part I, our study aimed to identify a reliable behavioral indicator predictive of the presence of incidental explicit awareness in a sequential motor learning task. Part II, utilized the predictive indicator and EEG to provide neural validation of perceptual processing changes temporally correlated with the indicator. Results of Part I provide a reliable predictive indicator for the timing of explicit awareness development. Results from Part II demonstrates strong classification reliability, as well as a significant neural correlation with behavior for subjects developing awareness (EXP), not observed with subjects without awareness (NOEXP). Additionally, a temporal correlation of peak activation between neural regions was noted over frontoparietal regions, suggesting that the incidental discovery of motor patterns may involve a facilitative network during awareness development. The proposed indicator provides a tool in which to further examine potential impacts of awareness associated with incidental, or exploratory, motor learning, while the individual nature of the indicator provides a tool for monitoring progress in rehabilitative, exploratory motor learning paradigms. |
doi_str_mv | 10.1371/journal.pone.0175176 |
format | Article |
fullrecord | <record><control><sourceid>gale_plos_</sourceid><recordid>TN_cdi_plos_journals_1888351387</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A489605521</galeid><doaj_id>oai_doaj_org_article_b0f2e9e055894de699e7629b3c52505d</doaj_id><sourcerecordid>A489605521</sourcerecordid><originalsourceid>FETCH-LOGICAL-c692t-7d038ac5208d42e1156ed140e6938e6018017ba545189b951e6d6e0ec15391b53</originalsourceid><addsrcrecordid>eNqNk9tu1DAQhiMEoqXwBggiISG42MVOYse-QaoqDitVVOJ0aznOZNclsVPb2ZZ34KFxdtNqg3qBfGHH_uafQ2aS5DlGS5yX-N2lHZyR7bK3BpYIlwSX9EFyjHmeLWiG8ocH56PkifeXCJGcUfo4OcpYgVGBiuPkzxe7hTatYCO32jrZptrUWslgXWqbFG76VisdUnktHRjwPnWwBdn6NEDX7wxUDMTDSDfOmmB76TSE-GBgcLstXFv3K22k0q0OMmhr0npw2qzTzo6OWpDOxM-nyaMmSsOzaT9Jfnz88P3s8-L84tPq7PR8oSjPwqKsUc6kIhlidZEBxoRCjQsElOcMKMIslqOSpCCY8YoTDLSmgEBhknNckfwkebnX7VvrxVRILzBjLCc4Z2UkVnuitvJS9E530v0WVmqxu7BuLaQLWrUgKtRkwAERwnhRxxg4lDTjVR4DJIjUUev95G2oOqgVmBDLMhOdvxi9EWu7FWO0nOMo8GYScPZqAB9Ep72CtpUG7LCPmzJU4Cyir_5B789uotYyJqBNY6NfNYqK04JxGnPJRrfLe6i4aui0il3X6Hg_M3g7M4hMgJuwloP3YvXt6_-zFz_n7OsDdhO7L2y8bYexkfwcLPagctZ7B81dkTES49DcVkOMQyOmoYlmLw5_0J3R7ZTkfwGBZxPx</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1888351387</pqid></control><display><type>article</type><title>Novel behavioral indicator of explicit awareness reveals temporal course of frontoparietal neural network facilitation during motor learning</title><source>MEDLINE</source><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>Public Library of Science (PLoS)</source><source>PubMed Central</source><source>Free Full-Text Journals in Chemistry</source><creator>Lawson, Regan R ; Gayle, Jordan O ; Wheaton, Lewis A</creator><contributor>Di Russo, Francesco</contributor><creatorcontrib>Lawson, Regan R ; Gayle, Jordan O ; Wheaton, Lewis A ; Di Russo, Francesco</creatorcontrib><description>Deficits in sequential motor learning have been observed in many patient populations. Having an understanding of the individual neural progression associated with sequential learning in healthy individuals may provide valuable insights for effective interventions with these patients. Due to individual variability in motor skill acquisition, the temporal course of such learning will be vary, suggesting a need for a more individualized approach. Knowing when a subject becomes aware of movement patterns may provide a marker with which to identify each individual's learning time course. To avoid interfering with the incidental nature of discovery during learning, such an indicator requires an indirect, behaviorally-based approach. In Part I, our study aimed to identify a reliable behavioral indicator predictive of the presence of incidental explicit awareness in a sequential motor learning task. Part II, utilized the predictive indicator and EEG to provide neural validation of perceptual processing changes temporally correlated with the indicator. Results of Part I provide a reliable predictive indicator for the timing of explicit awareness development. Results from Part II demonstrates strong classification reliability, as well as a significant neural correlation with behavior for subjects developing awareness (EXP), not observed with subjects without awareness (NOEXP). Additionally, a temporal correlation of peak activation between neural regions was noted over frontoparietal regions, suggesting that the incidental discovery of motor patterns may involve a facilitative network during awareness development. The proposed indicator provides a tool in which to further examine potential impacts of awareness associated with incidental, or exploratory, motor learning, while the individual nature of the indicator provides a tool for monitoring progress in rehabilitative, exploratory motor learning paradigms.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0175176</identifier><identifier>PMID: 28410404</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Activation analysis ; Adolescent ; Adult ; Adults ; Aging ; Alterations ; Amygdala ; Artificial neural networks ; Attention ; Auditory evoked potentials ; Auditory pathways ; Auditory Threshold ; Awareness - physiology ; Behavior - physiology ; Bioindicators ; Biology and Life Sciences ; Brain ; Brain mapping ; Brain research ; Cadmium ; Circuits ; Coding ; Cognitive ability ; Computer and Information Sciences ; Conditioning ; Correlation ; Cortex ; Cortex (parietal) ; Data processing ; EEG ; Electroencephalography ; Event-related potentials ; Evoked Potentials - physiology ; Experiments ; Explicit knowledge ; Exposure ; Fear ; Fear conditioning ; Female ; Females ; Finger ; Frontal Lobe - physiology ; Functional magnetic resonance imaging ; Handedness ; Hemispheric laterality ; Humans ; Inhibition ; Inhibition (psychology) ; Learning ; Long-term potentiation ; Magnetic fields ; Male ; Medicine and Health Sciences ; Memory ; Motor learning ; Motor Skills - physiology ; Nervous system ; Neural networks ; Neuroimaging ; Neurophysiology ; Neurosciences ; Optimization ; Physiological aspects ; Populations ; Psychology ; Reaction Time ; Research and Analysis Methods ; Sensitivity ; Sequences ; Social Sciences ; Stimulation ; Stroke ; Studies ; Technology ; Training ; Visual discrimination learning ; Visual perception ; Young Adult</subject><ispartof>PloS one, 2017-04, Vol.12 (4), p.e0175176-e0175176</ispartof><rights>COPYRIGHT 2017 Public Library of Science</rights><rights>2017 Lawson et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2017 Lawson et al 2017 Lawson et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c692t-7d038ac5208d42e1156ed140e6938e6018017ba545189b951e6d6e0ec15391b53</citedby><cites>FETCH-LOGICAL-c692t-7d038ac5208d42e1156ed140e6938e6018017ba545189b951e6d6e0ec15391b53</cites><orcidid>0000-0003-2411-0792</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5391991/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5391991/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,2102,2928,23866,27924,27925,53791,53793,79600,79601</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28410404$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Di Russo, Francesco</contributor><creatorcontrib>Lawson, Regan R</creatorcontrib><creatorcontrib>Gayle, Jordan O</creatorcontrib><creatorcontrib>Wheaton, Lewis A</creatorcontrib><title>Novel behavioral indicator of explicit awareness reveals temporal course of frontoparietal neural network facilitation during motor learning</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Deficits in sequential motor learning have been observed in many patient populations. Having an understanding of the individual neural progression associated with sequential learning in healthy individuals may provide valuable insights for effective interventions with these patients. Due to individual variability in motor skill acquisition, the temporal course of such learning will be vary, suggesting a need for a more individualized approach. Knowing when a subject becomes aware of movement patterns may provide a marker with which to identify each individual's learning time course. To avoid interfering with the incidental nature of discovery during learning, such an indicator requires an indirect, behaviorally-based approach. In Part I, our study aimed to identify a reliable behavioral indicator predictive of the presence of incidental explicit awareness in a sequential motor learning task. Part II, utilized the predictive indicator and EEG to provide neural validation of perceptual processing changes temporally correlated with the indicator. Results of Part I provide a reliable predictive indicator for the timing of explicit awareness development. Results from Part II demonstrates strong classification reliability, as well as a significant neural correlation with behavior for subjects developing awareness (EXP), not observed with subjects without awareness (NOEXP). Additionally, a temporal correlation of peak activation between neural regions was noted over frontoparietal regions, suggesting that the incidental discovery of motor patterns may involve a facilitative network during awareness development. The proposed indicator provides a tool in which to further examine potential impacts of awareness associated with incidental, or exploratory, motor learning, while the individual nature of the indicator provides a tool for monitoring progress in rehabilitative, exploratory motor learning paradigms.</description><subject>Activation analysis</subject><subject>Adolescent</subject><subject>Adult</subject><subject>Adults</subject><subject>Aging</subject><subject>Alterations</subject><subject>Amygdala</subject><subject>Artificial neural networks</subject><subject>Attention</subject><subject>Auditory evoked potentials</subject><subject>Auditory pathways</subject><subject>Auditory Threshold</subject><subject>Awareness - physiology</subject><subject>Behavior - physiology</subject><subject>Bioindicators</subject><subject>Biology and Life Sciences</subject><subject>Brain</subject><subject>Brain mapping</subject><subject>Brain research</subject><subject>Cadmium</subject><subject>Circuits</subject><subject>Coding</subject><subject>Cognitive ability</subject><subject>Computer and Information Sciences</subject><subject>Conditioning</subject><subject>Correlation</subject><subject>Cortex</subject><subject>Cortex (parietal)</subject><subject>Data processing</subject><subject>EEG</subject><subject>Electroencephalography</subject><subject>Event-related potentials</subject><subject>Evoked Potentials - physiology</subject><subject>Experiments</subject><subject>Explicit knowledge</subject><subject>Exposure</subject><subject>Fear</subject><subject>Fear conditioning</subject><subject>Female</subject><subject>Females</subject><subject>Finger</subject><subject>Frontal Lobe - physiology</subject><subject>Functional magnetic resonance imaging</subject><subject>Handedness</subject><subject>Hemispheric laterality</subject><subject>Humans</subject><subject>Inhibition</subject><subject>Inhibition (psychology)</subject><subject>Learning</subject><subject>Long-term potentiation</subject><subject>Magnetic fields</subject><subject>Male</subject><subject>Medicine and Health Sciences</subject><subject>Memory</subject><subject>Motor learning</subject><subject>Motor Skills - physiology</subject><subject>Nervous system</subject><subject>Neural networks</subject><subject>Neuroimaging</subject><subject>Neurophysiology</subject><subject>Neurosciences</subject><subject>Optimization</subject><subject>Physiological aspects</subject><subject>Populations</subject><subject>Psychology</subject><subject>Reaction Time</subject><subject>Research and Analysis Methods</subject><subject>Sensitivity</subject><subject>Sequences</subject><subject>Social Sciences</subject><subject>Stimulation</subject><subject>Stroke</subject><subject>Studies</subject><subject>Technology</subject><subject>Training</subject><subject>Visual discrimination learning</subject><subject>Visual perception</subject><subject>Young Adult</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</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><sourceid>DOA</sourceid><recordid>eNqNk9tu1DAQhiMEoqXwBggiISG42MVOYse-QaoqDitVVOJ0aznOZNclsVPb2ZZ34KFxdtNqg3qBfGHH_uafQ2aS5DlGS5yX-N2lHZyR7bK3BpYIlwSX9EFyjHmeLWiG8ocH56PkifeXCJGcUfo4OcpYgVGBiuPkzxe7hTatYCO32jrZptrUWslgXWqbFG76VisdUnktHRjwPnWwBdn6NEDX7wxUDMTDSDfOmmB76TSE-GBgcLstXFv3K22k0q0OMmhr0npw2qzTzo6OWpDOxM-nyaMmSsOzaT9Jfnz88P3s8-L84tPq7PR8oSjPwqKsUc6kIhlidZEBxoRCjQsElOcMKMIslqOSpCCY8YoTDLSmgEBhknNckfwkebnX7VvrxVRILzBjLCc4Z2UkVnuitvJS9E530v0WVmqxu7BuLaQLWrUgKtRkwAERwnhRxxg4lDTjVR4DJIjUUev95G2oOqgVmBDLMhOdvxi9EWu7FWO0nOMo8GYScPZqAB9Ep72CtpUG7LCPmzJU4Cyir_5B789uotYyJqBNY6NfNYqK04JxGnPJRrfLe6i4aui0il3X6Hg_M3g7M4hMgJuwloP3YvXt6_-zFz_n7OsDdhO7L2y8bYexkfwcLPagctZ7B81dkTES49DcVkOMQyOmoYlmLw5_0J3R7ZTkfwGBZxPx</recordid><startdate>20170414</startdate><enddate>20170414</enddate><creator>Lawson, Regan R</creator><creator>Gayle, Jordan O</creator><creator>Wheaton, Lewis A</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</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>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-2411-0792</orcidid></search><sort><creationdate>20170414</creationdate><title>Novel behavioral indicator of explicit awareness reveals temporal course of frontoparietal neural network facilitation during motor learning</title><author>Lawson, Regan R ; Gayle, Jordan O ; Wheaton, Lewis A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c692t-7d038ac5208d42e1156ed140e6938e6018017ba545189b951e6d6e0ec15391b53</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Activation analysis</topic><topic>Adolescent</topic><topic>Adult</topic><topic>Adults</topic><topic>Aging</topic><topic>Alterations</topic><topic>Amygdala</topic><topic>Artificial neural networks</topic><topic>Attention</topic><topic>Auditory evoked potentials</topic><topic>Auditory pathways</topic><topic>Auditory Threshold</topic><topic>Awareness - physiology</topic><topic>Behavior - physiology</topic><topic>Bioindicators</topic><topic>Biology and Life Sciences</topic><topic>Brain</topic><topic>Brain mapping</topic><topic>Brain research</topic><topic>Cadmium</topic><topic>Circuits</topic><topic>Coding</topic><topic>Cognitive ability</topic><topic>Computer and Information Sciences</topic><topic>Conditioning</topic><topic>Correlation</topic><topic>Cortex</topic><topic>Cortex (parietal)</topic><topic>Data processing</topic><topic>EEG</topic><topic>Electroencephalography</topic><topic>Event-related potentials</topic><topic>Evoked Potentials - physiology</topic><topic>Experiments</topic><topic>Explicit knowledge</topic><topic>Exposure</topic><topic>Fear</topic><topic>Fear conditioning</topic><topic>Female</topic><topic>Females</topic><topic>Finger</topic><topic>Frontal Lobe - physiology</topic><topic>Functional magnetic resonance imaging</topic><topic>Handedness</topic><topic>Hemispheric laterality</topic><topic>Humans</topic><topic>Inhibition</topic><topic>Inhibition (psychology)</topic><topic>Learning</topic><topic>Long-term potentiation</topic><topic>Magnetic fields</topic><topic>Male</topic><topic>Medicine and Health Sciences</topic><topic>Memory</topic><topic>Motor learning</topic><topic>Motor Skills - physiology</topic><topic>Nervous system</topic><topic>Neural networks</topic><topic>Neuroimaging</topic><topic>Neurophysiology</topic><topic>Neurosciences</topic><topic>Optimization</topic><topic>Physiological aspects</topic><topic>Populations</topic><topic>Psychology</topic><topic>Reaction Time</topic><topic>Research and Analysis Methods</topic><topic>Sensitivity</topic><topic>Sequences</topic><topic>Social Sciences</topic><topic>Stimulation</topic><topic>Stroke</topic><topic>Studies</topic><topic>Technology</topic><topic>Training</topic><topic>Visual discrimination learning</topic><topic>Visual perception</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lawson, Regan R</creatorcontrib><creatorcontrib>Gayle, Jordan O</creatorcontrib><creatorcontrib>Wheaton, Lewis A</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Nursing & Allied Health Database</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Materials Science Database</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>ProQuest Engineering Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Agricultural Science Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Engineering Database</collection><collection>Nursing & Allied Health Premium</collection><collection>Advanced Technologies & Aerospace Database</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Materials Science Collection</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Engineering Collection</collection><collection>Environmental Science Collection</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lawson, Regan R</au><au>Gayle, Jordan O</au><au>Wheaton, Lewis A</au><au>Di Russo, Francesco</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Novel behavioral indicator of explicit awareness reveals temporal course of frontoparietal neural network facilitation during motor learning</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2017-04-14</date><risdate>2017</risdate><volume>12</volume><issue>4</issue><spage>e0175176</spage><epage>e0175176</epage><pages>e0175176-e0175176</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Deficits in sequential motor learning have been observed in many patient populations. Having an understanding of the individual neural progression associated with sequential learning in healthy individuals may provide valuable insights for effective interventions with these patients. Due to individual variability in motor skill acquisition, the temporal course of such learning will be vary, suggesting a need for a more individualized approach. Knowing when a subject becomes aware of movement patterns may provide a marker with which to identify each individual's learning time course. To avoid interfering with the incidental nature of discovery during learning, such an indicator requires an indirect, behaviorally-based approach. In Part I, our study aimed to identify a reliable behavioral indicator predictive of the presence of incidental explicit awareness in a sequential motor learning task. Part II, utilized the predictive indicator and EEG to provide neural validation of perceptual processing changes temporally correlated with the indicator. Results of Part I provide a reliable predictive indicator for the timing of explicit awareness development. Results from Part II demonstrates strong classification reliability, as well as a significant neural correlation with behavior for subjects developing awareness (EXP), not observed with subjects without awareness (NOEXP). Additionally, a temporal correlation of peak activation between neural regions was noted over frontoparietal regions, suggesting that the incidental discovery of motor patterns may involve a facilitative network during awareness development. The proposed indicator provides a tool in which to further examine potential impacts of awareness associated with incidental, or exploratory, motor learning, while the individual nature of the indicator provides a tool for monitoring progress in rehabilitative, exploratory motor learning paradigms.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>28410404</pmid><doi>10.1371/journal.pone.0175176</doi><tpages>e0175176</tpages><orcidid>https://orcid.org/0000-0003-2411-0792</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1932-6203 |
ispartof | PloS one, 2017-04, Vol.12 (4), p.e0175176-e0175176 |
issn | 1932-6203 1932-6203 |
language | eng |
recordid | cdi_plos_journals_1888351387 |
source | MEDLINE; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Public Library of Science (PLoS); PubMed Central; Free Full-Text Journals in Chemistry |
subjects | Activation analysis Adolescent Adult Adults Aging Alterations Amygdala Artificial neural networks Attention Auditory evoked potentials Auditory pathways Auditory Threshold Awareness - physiology Behavior - physiology Bioindicators Biology and Life Sciences Brain Brain mapping Brain research Cadmium Circuits Coding Cognitive ability Computer and Information Sciences Conditioning Correlation Cortex Cortex (parietal) Data processing EEG Electroencephalography Event-related potentials Evoked Potentials - physiology Experiments Explicit knowledge Exposure Fear Fear conditioning Female Females Finger Frontal Lobe - physiology Functional magnetic resonance imaging Handedness Hemispheric laterality Humans Inhibition Inhibition (psychology) Learning Long-term potentiation Magnetic fields Male Medicine and Health Sciences Memory Motor learning Motor Skills - physiology Nervous system Neural networks Neuroimaging Neurophysiology Neurosciences Optimization Physiological aspects Populations Psychology Reaction Time Research and Analysis Methods Sensitivity Sequences Social Sciences Stimulation Stroke Studies Technology Training Visual discrimination learning Visual perception Young Adult |
title | Novel behavioral indicator of explicit awareness reveals temporal course of frontoparietal neural network facilitation during motor learning |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-06T07%3A04%3A42IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_plos_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Novel%20behavioral%20indicator%20of%20explicit%20awareness%20reveals%20temporal%20course%20of%20frontoparietal%20neural%20network%20facilitation%20during%20motor%20learning&rft.jtitle=PloS%20one&rft.au=Lawson,%20Regan%20R&rft.date=2017-04-14&rft.volume=12&rft.issue=4&rft.spage=e0175176&rft.epage=e0175176&rft.pages=e0175176-e0175176&rft.issn=1932-6203&rft.eissn=1932-6203&rft_id=info:doi/10.1371/journal.pone.0175176&rft_dat=%3Cgale_plos_%3EA489605521%3C/gale_plos_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1888351387&rft_id=info:pmid/28410404&rft_galeid=A489605521&rft_doaj_id=oai_doaj_org_article_b0f2e9e055894de699e7629b3c52505d&rfr_iscdi=true |