Literature DB >> 34023753

Nonlinear analysis of the movement variability structure can detect aging-related differences among cognitively healthy individuals.

Mehran Asghari1, Hossein Ehsani2, Audrey Cohen3, Talia Tax3, Jane Mohler3, Nima Toosizadeh4.   

Abstract

Studying the dynamics of nonlinear systems can provide additional information about the variability structure of the system. Within the current study, we examined the application of regularity and local stability measures to capture motor function alterations due to dual-tasking using a previously validated upper-extremity function (UEF). We targeted young (ages 18 and 30 years) and older adults (65 years or older) with normal cognition based on clinical screening. UEF involved repetitive elbow flexion without counting (ST) and while counting backward by one (DT1) or three (DT3). We measured the regularity (measured by sample entropy (SE)), local stability (measured by the largest Lyapunov exponent (LyE)), as well as conventional peak-dependent variability measures (coefficient of variation of kinematics parameters) to capture motor dynamic alterations due to dual-tasking. Within both groups, only SE showed significant differences between all pairs of UEF condition comparisons, even ST vs DT1 (p = 0.007, effect size = 0.507), for which no peak-dependent parameter showed significant difference. Among all measures, the only parameter that showed a significant difference between young and older adults was LyE (p < 0.001, effect size = 0.453). Current findings highlight the potential of nonlinear analysis to detect aging-related alterations among cognitively healthy participants.
Copyright © 2021 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Aging-related performance; Local Stability; Lyapunov exponent; Nonlinear analysis; Regularity of motion; Sample entropy; Upper extremity function

Mesh:

Year:  2021        PMID: 34023753      PMCID: PMC8319078          DOI: 10.1016/j.humov.2021.102807

Source DB:  PubMed          Journal:  Hum Mov Sci        ISSN: 0167-9457            Impact factor:   2.397


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