Age-Related Differences in Muscle Synergy Organization during Step Ascent at Different Heights and Directions

The aim of this study was to explore the underlying age-related differences in dynamic motor control during different step ascent conditions using muscle synergy analysis. Eleven older women (67.0 <i>y</i> &#177; 2.5) and ten young women (22.5 <i>y</i> &#177; 1.6) per...

Full description

Bibliographic Details
Main Authors: Remco J. Baggen, Jaap H. van Dieën, Evelien Van Roie, Sabine M. Verschueren, Georgios Giarmatzis, Christophe Delecluse, Nadia Dominici
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Applied Sciences
Subjects:
emg
Online Access:https://www.mdpi.com/2076-3417/10/6/1987
id doaj-cb2dbd7980724fe98c5ac9faa777ce60
record_format Article
spelling doaj-cb2dbd7980724fe98c5ac9faa777ce602020-11-25T02:52:31ZengMDPI AGApplied Sciences2076-34172020-03-01106198710.3390/app10061987app10061987Age-Related Differences in Muscle Synergy Organization during Step Ascent at Different Heights and DirectionsRemco J. Baggen0Jaap H. van Dieën1Evelien Van Roie2Sabine M. Verschueren3Georgios Giarmatzis4Christophe Delecluse5Nadia Dominici6Department of Movement Sciences, Physical Activity, Sports and Health Research Group, KU Leuven, 3001 Leuven, BelgiumDepartment of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Institute for Brain and Behavior Amsterdam &amp; Amsterdam Movement Sciences, 1081 BT Amsterdam, The NetherlandsDepartment of Movement Sciences, Physical Activity, Sports and Health Research Group, KU Leuven, 3001 Leuven, BelgiumDepartment of Rehabilitation Sciences, Research Group for Musculoskeletal Rehabilitation, KU Leuven, 3001 Leuven, BelgiumDepartment of Electrical and Computer Engineering, Visualization &amp; Virtual Reality Group, University of Patras, 26504 Rio Achaia, GreeceDepartment of Movement Sciences, Physical Activity, Sports and Health Research Group, KU Leuven, 3001 Leuven, BelgiumDepartment of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Institute for Brain and Behavior Amsterdam &amp; Amsterdam Movement Sciences, 1081 BT Amsterdam, The NetherlandsThe aim of this study was to explore the underlying age-related differences in dynamic motor control during different step ascent conditions using muscle synergy analysis. Eleven older women (67.0 <i>y</i> &#177; 2.5) and ten young women (22.5 <i>y</i> &#177; 1.6) performed stepping in forward and lateral directions at step heights of 10, 20 and 30 cm. Surface electromyography was obtained from 10 lower limb and torso muscles. Non-negative matrix factorization was used to identify sets of (<i>n</i>) synergies across age groups and stepping conditions. In addition, variance accounted for (VAF) by the detected number of synergies was compared to assess complexity of motor control. Finally, correlation coefficients of muscle weightings and between-subject variability of the temporal activation patterns were calculated and compared between age groups and stepping conditions. Four synergies accounted for &gt;85% VAF across age groups and stepping conditions. Age and step height showed a significant negative correlation with VAF during forward stepping but not lateral stepping, with lower VAF indicating higher synergy complexity. Muscle weightings showed higher similarity across step heights in older compared to young women. Neuromuscular control of young and community-dwelling older women could not be differentiated based on the number of synergies extracted. Additional analyses of synergy structure and complexity revealed subtle age- and step-height-related differences, indicating that older women rely on more complex neuromuscular control strategies.https://www.mdpi.com/2076-3417/10/6/1987emgmuscle synergiesforward steppinglateral steppingagingneural control
collection DOAJ
language English
format Article
sources DOAJ
author Remco J. Baggen
Jaap H. van Dieën
Evelien Van Roie
Sabine M. Verschueren
Georgios Giarmatzis
Christophe Delecluse
Nadia Dominici
spellingShingle Remco J. Baggen
Jaap H. van Dieën
Evelien Van Roie
Sabine M. Verschueren
Georgios Giarmatzis
Christophe Delecluse
Nadia Dominici
Age-Related Differences in Muscle Synergy Organization during Step Ascent at Different Heights and Directions
Applied Sciences
emg
muscle synergies
forward stepping
lateral stepping
aging
neural control
author_facet Remco J. Baggen
Jaap H. van Dieën
Evelien Van Roie
Sabine M. Verschueren
Georgios Giarmatzis
Christophe Delecluse
Nadia Dominici
author_sort Remco J. Baggen
title Age-Related Differences in Muscle Synergy Organization during Step Ascent at Different Heights and Directions
title_short Age-Related Differences in Muscle Synergy Organization during Step Ascent at Different Heights and Directions
title_full Age-Related Differences in Muscle Synergy Organization during Step Ascent at Different Heights and Directions
title_fullStr Age-Related Differences in Muscle Synergy Organization during Step Ascent at Different Heights and Directions
title_full_unstemmed Age-Related Differences in Muscle Synergy Organization during Step Ascent at Different Heights and Directions
title_sort age-related differences in muscle synergy organization during step ascent at different heights and directions
publisher MDPI AG
series Applied Sciences
issn 2076-3417
publishDate 2020-03-01
description The aim of this study was to explore the underlying age-related differences in dynamic motor control during different step ascent conditions using muscle synergy analysis. Eleven older women (67.0 <i>y</i> &#177; 2.5) and ten young women (22.5 <i>y</i> &#177; 1.6) performed stepping in forward and lateral directions at step heights of 10, 20 and 30 cm. Surface electromyography was obtained from 10 lower limb and torso muscles. Non-negative matrix factorization was used to identify sets of (<i>n</i>) synergies across age groups and stepping conditions. In addition, variance accounted for (VAF) by the detected number of synergies was compared to assess complexity of motor control. Finally, correlation coefficients of muscle weightings and between-subject variability of the temporal activation patterns were calculated and compared between age groups and stepping conditions. Four synergies accounted for &gt;85% VAF across age groups and stepping conditions. Age and step height showed a significant negative correlation with VAF during forward stepping but not lateral stepping, with lower VAF indicating higher synergy complexity. Muscle weightings showed higher similarity across step heights in older compared to young women. Neuromuscular control of young and community-dwelling older women could not be differentiated based on the number of synergies extracted. Additional analyses of synergy structure and complexity revealed subtle age- and step-height-related differences, indicating that older women rely on more complex neuromuscular control strategies.
topic emg
muscle synergies
forward stepping
lateral stepping
aging
neural control
url https://www.mdpi.com/2076-3417/10/6/1987
work_keys_str_mv AT remcojbaggen agerelateddifferencesinmusclesynergyorganizationduringstepascentatdifferentheightsanddirections
AT jaaphvandieen agerelateddifferencesinmusclesynergyorganizationduringstepascentatdifferentheightsanddirections
AT evelienvanroie agerelateddifferencesinmusclesynergyorganizationduringstepascentatdifferentheightsanddirections
AT sabinemverschueren agerelateddifferencesinmusclesynergyorganizationduringstepascentatdifferentheightsanddirections
AT georgiosgiarmatzis agerelateddifferencesinmusclesynergyorganizationduringstepascentatdifferentheightsanddirections
AT christophedelecluse agerelateddifferencesinmusclesynergyorganizationduringstepascentatdifferentheightsanddirections
AT nadiadominici agerelateddifferencesinmusclesynergyorganizationduringstepascentatdifferentheightsanddirections
_version_ 1724729431469064192