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Body configuration at first stepping-foot contact predicts backward balance recovery capacity in people with chronic stroke
To determine the predictive value of leg and trunk inclination angles at stepping-foot contact for the capacity to recover from a backward balance perturbation with a single step in people after stroke. Twenty-four chronic stroke survivors and 21 healthy controls were included in a cross-sectional s...
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description | To determine the predictive value of leg and trunk inclination angles at stepping-foot contact for the capacity to recover from a backward balance perturbation with a single step in people after stroke.
Twenty-four chronic stroke survivors and 21 healthy controls were included in a cross-sectional study. We studied reactive stepping responses by subjecting participants to multidirectional stance perturbations at different intensities on a translating platform. In this paper we focus on backward perturbations. Participants were instructed to recover from the perturbations with maximally one step. A trial was classified as 'success' if balance was restored according to this instruction. We recorded full-body kinematics and computed: 1) body configuration parameters at first stepping-foot contact (leg and trunk inclination angles) and 2) spatiotemporal step parameters (step onset, step length, step duration and step velocity). We identified predictors of balance recovery capacity using a stepwise logistic regression. Perturbation intensity was also included as a predictor.
The model with spatiotemporal parameters (perturbation intensity, step length and step duration) could correctly classify 85% of the trials as success or fail (Nagelkerke R2 = 0.61). In the body configuration model (Nagelkerke R2 = 0.71), perturbation intensity and leg and trunk angles correctly classified the outcome of 86% of the recovery attempts. The goodness of fit was significantly higher for the body configuration model compared to the model with spatiotemporal variables (p |
doi_str_mv | 10.1371/journal.pone.0192961 |
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Twenty-four chronic stroke survivors and 21 healthy controls were included in a cross-sectional study. We studied reactive stepping responses by subjecting participants to multidirectional stance perturbations at different intensities on a translating platform. In this paper we focus on backward perturbations. Participants were instructed to recover from the perturbations with maximally one step. A trial was classified as 'success' if balance was restored according to this instruction. We recorded full-body kinematics and computed: 1) body configuration parameters at first stepping-foot contact (leg and trunk inclination angles) and 2) spatiotemporal step parameters (step onset, step length, step duration and step velocity). We identified predictors of balance recovery capacity using a stepwise logistic regression. Perturbation intensity was also included as a predictor.
The model with spatiotemporal parameters (perturbation intensity, step length and step duration) could correctly classify 85% of the trials as success or fail (Nagelkerke R2 = 0.61). In the body configuration model (Nagelkerke R2 = 0.71), perturbation intensity and leg and trunk angles correctly classified the outcome of 86% of the recovery attempts. The goodness of fit was significantly higher for the body configuration model compared to the model with spatiotemporal variables (p<0.01). Participant group and stepping leg (paretic or non-paretic) did not significantly improve the explained variance of the final body configuration model.
Body configuration at stepping-foot contact is a valid and clinically feasible indicator of backward fall risk in stroke survivors, given its potential to be derived from a single sagittal screenshot.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0192961</identifier><identifier>PMID: 29470535</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Accidental falls ; Analysis ; Balance ; Biology and Life Sciences ; Body kinematics ; Brain research ; Cognition & reasoning ; Configurations ; Contact angle ; Earth Sciences ; Falls ; Feet ; Goodness of fit ; Health risks ; Inclination ; Influence ; Kinematics ; Laboratories ; Leg ; Mathematical models ; Medicine and Health Sciences ; Older people ; Parameter identification ; Perturbation methods ; Physical Sciences ; Physiological aspects ; Posture ; Recovery ; Recovery (Medical) ; Rehabilitation ; Research and Analysis Methods ; Risk factors ; Social Sciences ; Stroke ; Stroke patients</subject><ispartof>PloS one, 2018-02, Vol.13 (2), p.e0192961-e0192961</ispartof><rights>COPYRIGHT 2018 Public Library of Science</rights><rights>2018 de Kam 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>2018 de Kam et al 2018 de Kam et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c692t-8dd578905a39817563bf64d10f36cec83dc34027af5acc1b7821502c16bf41b43</citedby><cites>FETCH-LOGICAL-c692t-8dd578905a39817563bf64d10f36cec83dc34027af5acc1b7821502c16bf41b43</cites><orcidid>0000-0001-6383-0106</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2007440092/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2007440092?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29470535$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Srinivasan, Manoj</contributor><creatorcontrib>de Kam, Digna</creatorcontrib><creatorcontrib>Roelofs, Jolanda M B</creatorcontrib><creatorcontrib>Geurts, Alexander C H</creatorcontrib><creatorcontrib>Weerdesteyn, Vivian</creatorcontrib><title>Body configuration at first stepping-foot contact predicts backward balance recovery capacity in people with chronic stroke</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>To determine the predictive value of leg and trunk inclination angles at stepping-foot contact for the capacity to recover from a backward balance perturbation with a single step in people after stroke.
Twenty-four chronic stroke survivors and 21 healthy controls were included in a cross-sectional study. We studied reactive stepping responses by subjecting participants to multidirectional stance perturbations at different intensities on a translating platform. In this paper we focus on backward perturbations. Participants were instructed to recover from the perturbations with maximally one step. A trial was classified as 'success' if balance was restored according to this instruction. We recorded full-body kinematics and computed: 1) body configuration parameters at first stepping-foot contact (leg and trunk inclination angles) and 2) spatiotemporal step parameters (step onset, step length, step duration and step velocity). We identified predictors of balance recovery capacity using a stepwise logistic regression. Perturbation intensity was also included as a predictor.
The model with spatiotemporal parameters (perturbation intensity, step length and step duration) could correctly classify 85% of the trials as success or fail (Nagelkerke R2 = 0.61). In the body configuration model (Nagelkerke R2 = 0.71), perturbation intensity and leg and trunk angles correctly classified the outcome of 86% of the recovery attempts. The goodness of fit was significantly higher for the body configuration model compared to the model with spatiotemporal variables (p<0.01). Participant group and stepping leg (paretic or non-paretic) did not significantly improve the explained variance of the final body configuration model.
Body configuration at stepping-foot contact is a valid and clinically feasible indicator of backward fall risk in stroke survivors, given its potential to be derived from a single sagittal screenshot.</description><subject>Accidental falls</subject><subject>Analysis</subject><subject>Balance</subject><subject>Biology and Life Sciences</subject><subject>Body kinematics</subject><subject>Brain research</subject><subject>Cognition & reasoning</subject><subject>Configurations</subject><subject>Contact angle</subject><subject>Earth Sciences</subject><subject>Falls</subject><subject>Feet</subject><subject>Goodness of fit</subject><subject>Health risks</subject><subject>Inclination</subject><subject>Influence</subject><subject>Kinematics</subject><subject>Laboratories</subject><subject>Leg</subject><subject>Mathematical models</subject><subject>Medicine and Health Sciences</subject><subject>Older people</subject><subject>Parameter identification</subject><subject>Perturbation methods</subject><subject>Physical Sciences</subject><subject>Physiological aspects</subject><subject>Posture</subject><subject>Recovery</subject><subject>Recovery (Medical)</subject><subject>Rehabilitation</subject><subject>Research and Analysis Methods</subject><subject>Risk factors</subject><subject>Social Sciences</subject><subject>Stroke</subject><subject>Stroke 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configuration at first stepping-foot contact predicts backward balance recovery capacity in people with chronic stroke</title><author>de Kam, Digna ; Roelofs, Jolanda M B ; Geurts, Alexander C H ; Weerdesteyn, Vivian</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c692t-8dd578905a39817563bf64d10f36cec83dc34027af5acc1b7821502c16bf41b43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Accidental falls</topic><topic>Analysis</topic><topic>Balance</topic><topic>Biology and Life Sciences</topic><topic>Body kinematics</topic><topic>Brain research</topic><topic>Cognition & reasoning</topic><topic>Configurations</topic><topic>Contact angle</topic><topic>Earth Sciences</topic><topic>Falls</topic><topic>Feet</topic><topic>Goodness of fit</topic><topic>Health 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stroke</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2018-02-22</date><risdate>2018</risdate><volume>13</volume><issue>2</issue><spage>e0192961</spage><epage>e0192961</epage><pages>e0192961-e0192961</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>To determine the predictive value of leg and trunk inclination angles at stepping-foot contact for the capacity to recover from a backward balance perturbation with a single step in people after stroke.
Twenty-four chronic stroke survivors and 21 healthy controls were included in a cross-sectional study. We studied reactive stepping responses by subjecting participants to multidirectional stance perturbations at different intensities on a translating platform. In this paper we focus on backward perturbations. Participants were instructed to recover from the perturbations with maximally one step. A trial was classified as 'success' if balance was restored according to this instruction. We recorded full-body kinematics and computed: 1) body configuration parameters at first stepping-foot contact (leg and trunk inclination angles) and 2) spatiotemporal step parameters (step onset, step length, step duration and step velocity). We identified predictors of balance recovery capacity using a stepwise logistic regression. Perturbation intensity was also included as a predictor.
The model with spatiotemporal parameters (perturbation intensity, step length and step duration) could correctly classify 85% of the trials as success or fail (Nagelkerke R2 = 0.61). In the body configuration model (Nagelkerke R2 = 0.71), perturbation intensity and leg and trunk angles correctly classified the outcome of 86% of the recovery attempts. The goodness of fit was significantly higher for the body configuration model compared to the model with spatiotemporal variables (p<0.01). Participant group and stepping leg (paretic or non-paretic) did not significantly improve the explained variance of the final body configuration model.
Body configuration at stepping-foot contact is a valid and clinically feasible indicator of backward fall risk in stroke survivors, given its potential to be derived from a single sagittal screenshot.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>29470535</pmid><doi>10.1371/journal.pone.0192961</doi><tpages>e0192961</tpages><orcidid>https://orcid.org/0000-0001-6383-0106</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Accidental falls Analysis Balance Biology and Life Sciences Body kinematics Brain research Cognition & reasoning Configurations Contact angle Earth Sciences Falls Feet Goodness of fit Health risks Inclination Influence Kinematics Laboratories Leg Mathematical models Medicine and Health Sciences Older people Parameter identification Perturbation methods Physical Sciences Physiological aspects Posture Recovery Recovery (Medical) Rehabilitation Research and Analysis Methods Risk factors Social Sciences Stroke Stroke patients |
title | Body configuration at first stepping-foot contact predicts backward balance recovery capacity in people with chronic stroke |
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