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Nonlinear and Linear Measures in the Differentiation of Postural Control in Patients after Total Hip or Knee Replacement and Healthy Controls

Primary osteoarthritis treatments such as a total hip (THR) or knee (TKR) replacement lead to postural control changes reinforced by age. Balance tests such as standing with eyes open (EO) or closed (EC) give a possibility to calculate both linear and nonlinear indicators. This study aimed to find t...

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Autores principales: Hadamus, Anna, Błażkiewicz, Michalina, Kowalska, Aleksandra J., Wydra, Kamil T., Grabowicz, Marta, Łukowicz, Małgorzata, Białoszewski, Dariusz, Marczyński, Wojciech
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9318992/
https://www.ncbi.nlm.nih.gov/pubmed/35885501
http://dx.doi.org/10.3390/diagnostics12071595
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author Hadamus, Anna
Błażkiewicz, Michalina
Kowalska, Aleksandra J.
Wydra, Kamil T.
Grabowicz, Marta
Łukowicz, Małgorzata
Białoszewski, Dariusz
Marczyński, Wojciech
author_facet Hadamus, Anna
Błażkiewicz, Michalina
Kowalska, Aleksandra J.
Wydra, Kamil T.
Grabowicz, Marta
Łukowicz, Małgorzata
Białoszewski, Dariusz
Marczyński, Wojciech
author_sort Hadamus, Anna
collection PubMed
description Primary osteoarthritis treatments such as a total hip (THR) or knee (TKR) replacement lead to postural control changes reinforced by age. Balance tests such as standing with eyes open (EO) or closed (EC) give a possibility to calculate both linear and nonlinear indicators. This study aimed to find the group of linear and/or nonlinear measures that can differentiate healthy people and patients with TKR or THR from each other. This study enrolled 49 THR patients, 53 TKR patients, and 16 healthy controls. The center of pressure (CoP) path length, sample entropy (SampEn), fractal dimension (FD), and the largest Lyapunov exponent (LyE) were calculated separately for AP and ML directions from standing with EO/EC. Cluster analysis did not result in correct allocation to the groups according to all variables. The discriminant model included LyE (ML-EO, ML-EC, AP-EC), FD (AP-EO, ML-EC, AP-EC), CoP-path AP-EC, and SampEn AP-EC. Regression analysis showed that all nonlinear variables depend on the group. The CoP path length is different only in THR patients. It was concluded that standing with EC is a better way to assess the amount of regularity of CoP movement and attention paid to maintain balance. Nonlinear measures better differentiate TKR and THR patients from healthy controls.
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spelling pubmed-93189922022-07-27 Nonlinear and Linear Measures in the Differentiation of Postural Control in Patients after Total Hip or Knee Replacement and Healthy Controls Hadamus, Anna Błażkiewicz, Michalina Kowalska, Aleksandra J. Wydra, Kamil T. Grabowicz, Marta Łukowicz, Małgorzata Białoszewski, Dariusz Marczyński, Wojciech Diagnostics (Basel) Article Primary osteoarthritis treatments such as a total hip (THR) or knee (TKR) replacement lead to postural control changes reinforced by age. Balance tests such as standing with eyes open (EO) or closed (EC) give a possibility to calculate both linear and nonlinear indicators. This study aimed to find the group of linear and/or nonlinear measures that can differentiate healthy people and patients with TKR or THR from each other. This study enrolled 49 THR patients, 53 TKR patients, and 16 healthy controls. The center of pressure (CoP) path length, sample entropy (SampEn), fractal dimension (FD), and the largest Lyapunov exponent (LyE) were calculated separately for AP and ML directions from standing with EO/EC. Cluster analysis did not result in correct allocation to the groups according to all variables. The discriminant model included LyE (ML-EO, ML-EC, AP-EC), FD (AP-EO, ML-EC, AP-EC), CoP-path AP-EC, and SampEn AP-EC. Regression analysis showed that all nonlinear variables depend on the group. The CoP path length is different only in THR patients. It was concluded that standing with EC is a better way to assess the amount of regularity of CoP movement and attention paid to maintain balance. Nonlinear measures better differentiate TKR and THR patients from healthy controls. MDPI 2022-06-30 /pmc/articles/PMC9318992/ /pubmed/35885501 http://dx.doi.org/10.3390/diagnostics12071595 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hadamus, Anna
Błażkiewicz, Michalina
Kowalska, Aleksandra J.
Wydra, Kamil T.
Grabowicz, Marta
Łukowicz, Małgorzata
Białoszewski, Dariusz
Marczyński, Wojciech
Nonlinear and Linear Measures in the Differentiation of Postural Control in Patients after Total Hip or Knee Replacement and Healthy Controls
title Nonlinear and Linear Measures in the Differentiation of Postural Control in Patients after Total Hip or Knee Replacement and Healthy Controls
title_full Nonlinear and Linear Measures in the Differentiation of Postural Control in Patients after Total Hip or Knee Replacement and Healthy Controls
title_fullStr Nonlinear and Linear Measures in the Differentiation of Postural Control in Patients after Total Hip or Knee Replacement and Healthy Controls
title_full_unstemmed Nonlinear and Linear Measures in the Differentiation of Postural Control in Patients after Total Hip or Knee Replacement and Healthy Controls
title_short Nonlinear and Linear Measures in the Differentiation of Postural Control in Patients after Total Hip or Knee Replacement and Healthy Controls
title_sort nonlinear and linear measures in the differentiation of postural control in patients after total hip or knee replacement and healthy controls
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9318992/
https://www.ncbi.nlm.nih.gov/pubmed/35885501
http://dx.doi.org/10.3390/diagnostics12071595
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