Identification of Central and Stretch Reflex Contributions to Human Postural Control
Human postural control requires continuous modulation of ankle torque to stabilize the upright stance. The torque is generated by two components: active contributions, due to central control and stretch reflex, and passive mechanisms, due to joint intrinsic stiffness. Identifying the contribution of...
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Veröffentlicht in: | IEEE transactions on neural systems and rehabilitation engineering 2021, Vol.29, p.497-507 |
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description | Human postural control requires continuous modulation of ankle torque to stabilize the upright stance. The torque is generated by two components: active contributions, due to central control and stretch reflex, and passive mechanisms, due to joint intrinsic stiffness. Identifying the contribution of each component is difficult, since their effects appear together, and standing is controlled in closed-loop. This article presents a novel multiple-input, single-output method to identify central and stretch reflex contributions to human postural control. The model uses ankle muscle EMGs as inputs and requires no kinematic data. Application of the method to data from nine subjects during standing while subjected to perturbations of ankle position demonstrated that active torque accounted for 84.0± 5.5% of the ankle torque. The ankle plantar-flexors collectively produced the largest portion of the active torque through central control, with large inter-subject variability in the relative contributions of the individual muscles. In addition, reflex contribution of the plantar-flexors was substantial in half of the subjects, showing its potentially important functional role; finally, intrinsic contributions, estimated as the residual of the model, contributed to 15% of the torque. This study introduces a new method to quantify the contributions of the central and stretch reflex pathways to postural control; the method also provides an estimate of noisy intrinsic torque with significantly increased signal to noise ratio, suitable for identification of intrinsic stiffness in standing. The method can be used in different experimental conditions and requires minimal a-priori assumption regarding the role of different pathways in postural control. |
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The torque is generated by two components: active contributions, due to central control and stretch reflex, and passive mechanisms, due to joint intrinsic stiffness. Identifying the contribution of each component is difficult, since their effects appear together, and standing is controlled in closed-loop. This article presents a novel multiple-input, single-output method to identify central and stretch reflex contributions to human postural control. The model uses ankle muscle EMGs as inputs and requires no kinematic data. Application of the method to data from nine subjects during standing while subjected to perturbations of ankle position demonstrated that active torque accounted for 84.0± 5.5% of the ankle torque. The ankle plantar-flexors collectively produced the largest portion of the active torque through central control, with large inter-subject variability in the relative contributions of the individual muscles. In addition, reflex contribution of the plantar-flexors was substantial in half of the subjects, showing its potentially important functional role; finally, intrinsic contributions, estimated as the residual of the model, contributed to 15% of the torque. This study introduces a new method to quantify the contributions of the central and stretch reflex pathways to postural control; the method also provides an estimate of noisy intrinsic torque with significantly increased signal to noise ratio, suitable for identification of intrinsic stiffness in standing. The method can be used in different experimental conditions and requires minimal a-priori assumption regarding the role of different pathways in postural control.</description><identifier>ISSN: 1534-4320</identifier><identifier>EISSN: 1558-0210</identifier><identifier>DOI: 10.1109/TNSRE.2021.3057785</identifier><identifier>PMID: 33556012</identifier><identifier>CODEN: ITNSB3</identifier><language>eng</language><publisher>United States: IEEE</publisher><subject>Active control ; Ankle ; Balance ; balance control ; Band-pass filters ; box-jenkins ; closed-loop identification ; Electromyography ; EMG-driven model ; EMG-torque ; Flexors ; Identification methods ; intrinsic stiffness ; MISO communication ; Muscles ; Noise measurement ; Perturbation ; Perturbation methods ; postural control ; Posture ; reflex stiffness ; Signal to noise ratio ; standing ; Stiffness ; Stretch reflex ; system identification ; Torque</subject><ispartof>IEEE transactions on neural systems and rehabilitation engineering, 2021, Vol.29, p.497-507</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c395t-36ce1d5faefbd6725599e1e4cb236be1255336f2682ecd210df5ff04b1b0351b3</citedby><cites>FETCH-LOGICAL-c395t-36ce1d5faefbd6725599e1e4cb236be1255336f2682ecd210df5ff04b1b0351b3</cites><orcidid>0000-0002-5107-6190 ; 0000-0002-9480-2375</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,860,4009,27902,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33556012$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Amiri, Pouya</creatorcontrib><creatorcontrib>Kearney, Robert E.</creatorcontrib><title>Identification of Central and Stretch Reflex Contributions to Human Postural Control</title><title>IEEE transactions on neural systems and rehabilitation engineering</title><addtitle>TNSRE</addtitle><addtitle>IEEE Trans Neural Syst Rehabil Eng</addtitle><description>Human postural control requires continuous modulation of ankle torque to stabilize the upright stance. The torque is generated by two components: active contributions, due to central control and stretch reflex, and passive mechanisms, due to joint intrinsic stiffness. Identifying the contribution of each component is difficult, since their effects appear together, and standing is controlled in closed-loop. This article presents a novel multiple-input, single-output method to identify central and stretch reflex contributions to human postural control. The model uses ankle muscle EMGs as inputs and requires no kinematic data. Application of the method to data from nine subjects during standing while subjected to perturbations of ankle position demonstrated that active torque accounted for 84.0± 5.5% of the ankle torque. The ankle plantar-flexors collectively produced the largest portion of the active torque through central control, with large inter-subject variability in the relative contributions of the individual muscles. In addition, reflex contribution of the plantar-flexors was substantial in half of the subjects, showing its potentially important functional role; finally, intrinsic contributions, estimated as the residual of the model, contributed to 15% of the torque. This study introduces a new method to quantify the contributions of the central and stretch reflex pathways to postural control; the method also provides an estimate of noisy intrinsic torque with significantly increased signal to noise ratio, suitable for identification of intrinsic stiffness in standing. The method can be used in different experimental conditions and requires minimal a-priori assumption regarding the role of different pathways in postural control.</description><subject>Active control</subject><subject>Ankle</subject><subject>Balance</subject><subject>balance control</subject><subject>Band-pass filters</subject><subject>box-jenkins</subject><subject>closed-loop identification</subject><subject>Electromyography</subject><subject>EMG-driven model</subject><subject>EMG-torque</subject><subject>Flexors</subject><subject>Identification methods</subject><subject>intrinsic stiffness</subject><subject>MISO communication</subject><subject>Muscles</subject><subject>Noise measurement</subject><subject>Perturbation</subject><subject>Perturbation methods</subject><subject>postural control</subject><subject>Posture</subject><subject>reflex stiffness</subject><subject>Signal to noise ratio</subject><subject>standing</subject><subject>Stiffness</subject><subject>Stretch reflex</subject><subject>system identification</subject><subject>Torque</subject><issn>1534-4320</issn><issn>1558-0210</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>ESBDL</sourceid><sourceid>RIE</sourceid><recordid>eNpdkN1LwzAUxYMoTqf_gIIEfPGlMx9N0j5KmW4wVLb5XPpxgx1tM5sU9L833eYefLqXc37nkhyEbiiZUErix_XrajmdMMLohBOhVCRO0AUVIgq8RE6HnYdByBkZoUtrN4RQJYU6RyPOhZCEsgu0npfQukpXReYq02KjceKFLqtx1pZ45TpwxSdegq7hGyfGW1XeD6jFzuBZ32QtfjfW9UNk55v6Cp3prLZwfZhj9PE8XSezYPH2Mk-eFkHBY-ECLgugpdAZ6LyUigkRx0AhLHLGZQ7UC5xLzWTEoCj9l0ottCZhTnPCBc35GD3s724789WDdWlT2QLqOmvB9DZlYaRUqGJFPXr_D92Yvmv96zwVR1JJRqSn2J4qOmNtBzrddlWTdT8pJenQebrrPB06Tw-d-9Dd4XSfN1AeI38le-B2D1QAcLRjHsahiPgvum6FbA</recordid><startdate>2021</startdate><enddate>2021</enddate><creator>Amiri, Pouya</creator><creator>Kearney, Robert E.</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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The torque is generated by two components: active contributions, due to central control and stretch reflex, and passive mechanisms, due to joint intrinsic stiffness. Identifying the contribution of each component is difficult, since their effects appear together, and standing is controlled in closed-loop. This article presents a novel multiple-input, single-output method to identify central and stretch reflex contributions to human postural control. The model uses ankle muscle EMGs as inputs and requires no kinematic data. Application of the method to data from nine subjects during standing while subjected to perturbations of ankle position demonstrated that active torque accounted for 84.0± 5.5% of the ankle torque. The ankle plantar-flexors collectively produced the largest portion of the active torque through central control, with large inter-subject variability in the relative contributions of the individual muscles. In addition, reflex contribution of the plantar-flexors was substantial in half of the subjects, showing its potentially important functional role; finally, intrinsic contributions, estimated as the residual of the model, contributed to 15% of the torque. This study introduces a new method to quantify the contributions of the central and stretch reflex pathways to postural control; the method also provides an estimate of noisy intrinsic torque with significantly increased signal to noise ratio, suitable for identification of intrinsic stiffness in standing. The method can be used in different experimental conditions and requires minimal a-priori assumption regarding the role of different pathways in postural control.</abstract><cop>United States</cop><pub>IEEE</pub><pmid>33556012</pmid><doi>10.1109/TNSRE.2021.3057785</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-5107-6190</orcidid><orcidid>https://orcid.org/0000-0002-9480-2375</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Active control Ankle Balance balance control Band-pass filters box-jenkins closed-loop identification Electromyography EMG-driven model EMG-torque Flexors Identification methods intrinsic stiffness MISO communication Muscles Noise measurement Perturbation Perturbation methods postural control Posture reflex stiffness Signal to noise ratio standing Stiffness Stretch reflex system identification Torque |
title | Identification of Central and Stretch Reflex Contributions to Human Postural Control |
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