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Acoustic emissions and kinematic instability of the osteoarthritic knee joint: comparison with radiographic findings

To evaluate the acoustic emissions (AE) and kinematic instability (KI) of the osteoarthritic (OA) knee joints, and to compare these signals to radiographic findings. Sixty-six female and 43 male participants aged 44–67 were recruited. On radiography, joint-space narrowing, osteophytes and Kellgren–L...

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Autores principales: Nevalainen, Mika T., Veikkola, Olli, Thevenot, Jerome, Tiulpin, Aleksei, Hirvasniemi, Jukka, Niinimäki, Jaakko, Saarakkala, Simo S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8486814/
https://www.ncbi.nlm.nih.gov/pubmed/34599226
http://dx.doi.org/10.1038/s41598-021-98945-2
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author Nevalainen, Mika T.
Veikkola, Olli
Thevenot, Jerome
Tiulpin, Aleksei
Hirvasniemi, Jukka
Niinimäki, Jaakko
Saarakkala, Simo S.
author_facet Nevalainen, Mika T.
Veikkola, Olli
Thevenot, Jerome
Tiulpin, Aleksei
Hirvasniemi, Jukka
Niinimäki, Jaakko
Saarakkala, Simo S.
author_sort Nevalainen, Mika T.
collection PubMed
description To evaluate the acoustic emissions (AE) and kinematic instability (KI) of the osteoarthritic (OA) knee joints, and to compare these signals to radiographic findings. Sixty-six female and 43 male participants aged 44–67 were recruited. On radiography, joint-space narrowing, osteophytes and Kellgren–Lawrence (KL) grade were evaluated. Based on radiography, 54 subjects (the study group) were diagnosed with radiographic OA (KL-grade ≥ 2) while the remaining 55 subjects (KL-grade < 2) formed the control group. AE and KI were recorded with a custom-made prototype and compared with radiographic findings using area-under-curve (AUC) and independent T-test. Predictive logistic regression models were constructed using leave-one-out cross validation. In females, the parameters reflecting consistency of the AE patterns during specific tasks, KI, BMI and age had a significant statistical difference between the OA and control groups (p = 0.001–0.036). The selected AE signals, KI, age and BMI were used to construct a predictive model for radiographic OA with AUC of 90.3% (95% CI 83.5–97.2%) which showed a statistical improvement of the reference model based on age and BMI, with AUC of 84.2% (95% CI 74.8–93.6%). In males, the predictive model failed to improve the reference model. AE and KI provide complementary information to detect radiographic knee OA in females.
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spelling pubmed-84868142021-10-05 Acoustic emissions and kinematic instability of the osteoarthritic knee joint: comparison with radiographic findings Nevalainen, Mika T. Veikkola, Olli Thevenot, Jerome Tiulpin, Aleksei Hirvasniemi, Jukka Niinimäki, Jaakko Saarakkala, Simo S. Sci Rep Article To evaluate the acoustic emissions (AE) and kinematic instability (KI) of the osteoarthritic (OA) knee joints, and to compare these signals to radiographic findings. Sixty-six female and 43 male participants aged 44–67 were recruited. On radiography, joint-space narrowing, osteophytes and Kellgren–Lawrence (KL) grade were evaluated. Based on radiography, 54 subjects (the study group) were diagnosed with radiographic OA (KL-grade ≥ 2) while the remaining 55 subjects (KL-grade < 2) formed the control group. AE and KI were recorded with a custom-made prototype and compared with radiographic findings using area-under-curve (AUC) and independent T-test. Predictive logistic regression models were constructed using leave-one-out cross validation. In females, the parameters reflecting consistency of the AE patterns during specific tasks, KI, BMI and age had a significant statistical difference between the OA and control groups (p = 0.001–0.036). The selected AE signals, KI, age and BMI were used to construct a predictive model for radiographic OA with AUC of 90.3% (95% CI 83.5–97.2%) which showed a statistical improvement of the reference model based on age and BMI, with AUC of 84.2% (95% CI 74.8–93.6%). In males, the predictive model failed to improve the reference model. AE and KI provide complementary information to detect radiographic knee OA in females. Nature Publishing Group UK 2021-10-01 /pmc/articles/PMC8486814/ /pubmed/34599226 http://dx.doi.org/10.1038/s41598-021-98945-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Nevalainen, Mika T.
Veikkola, Olli
Thevenot, Jerome
Tiulpin, Aleksei
Hirvasniemi, Jukka
Niinimäki, Jaakko
Saarakkala, Simo S.
Acoustic emissions and kinematic instability of the osteoarthritic knee joint: comparison with radiographic findings
title Acoustic emissions and kinematic instability of the osteoarthritic knee joint: comparison with radiographic findings
title_full Acoustic emissions and kinematic instability of the osteoarthritic knee joint: comparison with radiographic findings
title_fullStr Acoustic emissions and kinematic instability of the osteoarthritic knee joint: comparison with radiographic findings
title_full_unstemmed Acoustic emissions and kinematic instability of the osteoarthritic knee joint: comparison with radiographic findings
title_short Acoustic emissions and kinematic instability of the osteoarthritic knee joint: comparison with radiographic findings
title_sort acoustic emissions and kinematic instability of the osteoarthritic knee joint: comparison with radiographic findings
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8486814/
https://www.ncbi.nlm.nih.gov/pubmed/34599226
http://dx.doi.org/10.1038/s41598-021-98945-2
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