Cargando…
Relationship between motion, using the GaitSmart(TM) system, and radiographic knee osteoarthritis: an explorative analysis in the IMI-APPROACH cohort
OBJECTIVES: To assess underlying domains measured by GaitSmart(TM)parameters and whether these are additional to established OA markers including patient reported outcome measures (PROMs) and radiographic parameters, and to evaluate if GaitSmart analysis is related to the presence and severity of ra...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8328500/ https://www.ncbi.nlm.nih.gov/pubmed/33367896 http://dx.doi.org/10.1093/rheumatology/keaa809 |
_version_ | 1783732330824728576 |
---|---|
author | van Helvoort, Eefje M Hodgins, Diana Mastbergen, Simon C Marijnissen, Anne Karien Guehring, Hans Loef, Marieke Kloppenburg, Margreet Blanco, Francisco Haugen, Ida K Berenbaum, Francis Lafeber, Floris P J G Welsing, Paco M J |
author_facet | van Helvoort, Eefje M Hodgins, Diana Mastbergen, Simon C Marijnissen, Anne Karien Guehring, Hans Loef, Marieke Kloppenburg, Margreet Blanco, Francisco Haugen, Ida K Berenbaum, Francis Lafeber, Floris P J G Welsing, Paco M J |
author_sort | van Helvoort, Eefje M |
collection | PubMed |
description | OBJECTIVES: To assess underlying domains measured by GaitSmart(TM)parameters and whether these are additional to established OA markers including patient reported outcome measures (PROMs) and radiographic parameters, and to evaluate if GaitSmart analysis is related to the presence and severity of radiographic knee OA. METHODS: GaitSmart analysis was performed during baseline visits of participants of the APPROACH cohort (n = 297). Principal component analyses (PCA) were performed to explore structure in relationships between GaitSmart parameters alone and in addition to radiographic parameters and PROMs. Logistic and linear regression analyses were performed to analyse the relationship of GaitSmart with the presence (Kellgren and Lawrence grade ≥2 in at least one knee) and severity of radiographic OA (ROA). RESULTS: Two hundred and eighty-four successful GaitSmart analyses were performed. The PCA identified five underlying GaitSmart domains. Radiographic parameters and PROMs formed additional domains indicating that GaitSmart largely measures separate concepts. Several GaitSmart domains were related to the presence of ROA as well as the severity of joint damage in addition to demographics and PROMs with an area under the receiver operating characteristic curve of 0.724 and explained variances (adjusted R(2)) of 0.107, 0.132 and 0.147 for minimum joint space width, osteophyte area and mean subchondral bone density, respectively. CONCLUSIONS: GaitSmart analysis provides additional information over established OA outcomes. GaitSmart parameters are also associated with the presence of ROA and extent of radiographic severity over demographics and PROMS. These results indicate that Gaitsmart(TM) may be an additional outcome measure for the evaluation of OA. |
format | Online Article Text |
id | pubmed-8328500 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-83285002021-08-03 Relationship between motion, using the GaitSmart(TM) system, and radiographic knee osteoarthritis: an explorative analysis in the IMI-APPROACH cohort van Helvoort, Eefje M Hodgins, Diana Mastbergen, Simon C Marijnissen, Anne Karien Guehring, Hans Loef, Marieke Kloppenburg, Margreet Blanco, Francisco Haugen, Ida K Berenbaum, Francis Lafeber, Floris P J G Welsing, Paco M J Rheumatology (Oxford) Clinical Science OBJECTIVES: To assess underlying domains measured by GaitSmart(TM)parameters and whether these are additional to established OA markers including patient reported outcome measures (PROMs) and radiographic parameters, and to evaluate if GaitSmart analysis is related to the presence and severity of radiographic knee OA. METHODS: GaitSmart analysis was performed during baseline visits of participants of the APPROACH cohort (n = 297). Principal component analyses (PCA) were performed to explore structure in relationships between GaitSmart parameters alone and in addition to radiographic parameters and PROMs. Logistic and linear regression analyses were performed to analyse the relationship of GaitSmart with the presence (Kellgren and Lawrence grade ≥2 in at least one knee) and severity of radiographic OA (ROA). RESULTS: Two hundred and eighty-four successful GaitSmart analyses were performed. The PCA identified five underlying GaitSmart domains. Radiographic parameters and PROMs formed additional domains indicating that GaitSmart largely measures separate concepts. Several GaitSmart domains were related to the presence of ROA as well as the severity of joint damage in addition to demographics and PROMs with an area under the receiver operating characteristic curve of 0.724 and explained variances (adjusted R(2)) of 0.107, 0.132 and 0.147 for minimum joint space width, osteophyte area and mean subchondral bone density, respectively. CONCLUSIONS: GaitSmart analysis provides additional information over established OA outcomes. GaitSmart parameters are also associated with the presence of ROA and extent of radiographic severity over demographics and PROMS. These results indicate that Gaitsmart(TM) may be an additional outcome measure for the evaluation of OA. Oxford University Press 2020-12-25 /pmc/articles/PMC8328500/ /pubmed/33367896 http://dx.doi.org/10.1093/rheumatology/keaa809 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of the British Society for Rheumatology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Clinical Science van Helvoort, Eefje M Hodgins, Diana Mastbergen, Simon C Marijnissen, Anne Karien Guehring, Hans Loef, Marieke Kloppenburg, Margreet Blanco, Francisco Haugen, Ida K Berenbaum, Francis Lafeber, Floris P J G Welsing, Paco M J Relationship between motion, using the GaitSmart(TM) system, and radiographic knee osteoarthritis: an explorative analysis in the IMI-APPROACH cohort |
title | Relationship between motion, using the GaitSmart(TM) system, and radiographic knee osteoarthritis: an explorative analysis in the IMI-APPROACH cohort |
title_full | Relationship between motion, using the GaitSmart(TM) system, and radiographic knee osteoarthritis: an explorative analysis in the IMI-APPROACH cohort |
title_fullStr | Relationship between motion, using the GaitSmart(TM) system, and radiographic knee osteoarthritis: an explorative analysis in the IMI-APPROACH cohort |
title_full_unstemmed | Relationship between motion, using the GaitSmart(TM) system, and radiographic knee osteoarthritis: an explorative analysis in the IMI-APPROACH cohort |
title_short | Relationship between motion, using the GaitSmart(TM) system, and radiographic knee osteoarthritis: an explorative analysis in the IMI-APPROACH cohort |
title_sort | relationship between motion, using the gaitsmart(tm) system, and radiographic knee osteoarthritis: an explorative analysis in the imi-approach cohort |
topic | Clinical Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8328500/ https://www.ncbi.nlm.nih.gov/pubmed/33367896 http://dx.doi.org/10.1093/rheumatology/keaa809 |
work_keys_str_mv | AT vanhelvoorteefjem relationshipbetweenmotionusingthegaitsmarttmsystemandradiographickneeosteoarthritisanexplorativeanalysisintheimiapproachcohort AT hodginsdiana relationshipbetweenmotionusingthegaitsmarttmsystemandradiographickneeosteoarthritisanexplorativeanalysisintheimiapproachcohort AT mastbergensimonc relationshipbetweenmotionusingthegaitsmarttmsystemandradiographickneeosteoarthritisanexplorativeanalysisintheimiapproachcohort AT marijnissenannekarien relationshipbetweenmotionusingthegaitsmarttmsystemandradiographickneeosteoarthritisanexplorativeanalysisintheimiapproachcohort AT guehringhans relationshipbetweenmotionusingthegaitsmarttmsystemandradiographickneeosteoarthritisanexplorativeanalysisintheimiapproachcohort AT loefmarieke relationshipbetweenmotionusingthegaitsmarttmsystemandradiographickneeosteoarthritisanexplorativeanalysisintheimiapproachcohort AT kloppenburgmargreet relationshipbetweenmotionusingthegaitsmarttmsystemandradiographickneeosteoarthritisanexplorativeanalysisintheimiapproachcohort AT blancofrancisco relationshipbetweenmotionusingthegaitsmarttmsystemandradiographickneeosteoarthritisanexplorativeanalysisintheimiapproachcohort AT haugenidak relationshipbetweenmotionusingthegaitsmarttmsystemandradiographickneeosteoarthritisanexplorativeanalysisintheimiapproachcohort AT berenbaumfrancis relationshipbetweenmotionusingthegaitsmarttmsystemandradiographickneeosteoarthritisanexplorativeanalysisintheimiapproachcohort AT lafeberflorispjg relationshipbetweenmotionusingthegaitsmarttmsystemandradiographickneeosteoarthritisanexplorativeanalysisintheimiapproachcohort AT welsingpacomj relationshipbetweenmotionusingthegaitsmarttmsystemandradiographickneeosteoarthritisanexplorativeanalysisintheimiapproachcohort |