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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:PloS one 2017-04, Vol.12 (4), p.e0175176-e0175176
Hauptverfasser: Lawson, Regan R, Gayle, Jordan O, Wheaton, Lewis A
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 &amp; Allied Health Database</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological &amp; Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Health &amp; 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 &amp; Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies &amp; Aerospace Collection</collection><collection>Agricultural &amp; 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 &amp; Medical Complete (Alumni)</collection><collection>Materials Science Database</collection><collection>Nursing &amp; Allied Health Database (Alumni Edition)</collection><collection>Meteorological &amp; Geoastrophysical Abstracts - Academic</collection><collection>ProQuest Engineering Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Agricultural Science Database</collection><collection>Health &amp; 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 &amp; Allied Health Premium</collection><collection>Advanced Technologies &amp; Aerospace Database</collection><collection>ProQuest Advanced Technologies &amp; 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