Movement Quality Parameters during Gait Assessed by a Single Accelerometer in Subjects with Osteoarthritis and Following Total Joint Arthroplasty
This study’s aim is threefold: (I) Evaluate movement quality parameters of gait in people with hip or knee osteoarthritis (OA) compared to asymptomatic controls from a single trunk-worn 3D accelerometer. (II) Evaluate the sensitivity of these parameters to capture changes at 6-weeks, 3-, 6-, and 12-...
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Published in | Sensors (Basel, Switzerland) Vol. 22; no. 8; p. 2955 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
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12.04.2022
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ISSN | 1424-8220 1424-8220 |
DOI | 10.3390/s22082955 |
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Abstract | This study’s aim is threefold: (I) Evaluate movement quality parameters of gait in people with hip or knee osteoarthritis (OA) compared to asymptomatic controls from a single trunk-worn 3D accelerometer. (II) Evaluate the sensitivity of these parameters to capture changes at 6-weeks, 3-, 6-, and 12-months following total knee arthroplasty (TKA). (III) Investigate whether observed changes in movement quality from 6-weeks and 12-months post-TKA relates to changes in patient-reported outcome measures (PROMs). We invited 20 asymptomatic controls, 20 people with hip OA, 18 people pre- and post-TKA to our movement lap. They wore a single trunk-worn accelerometer and walked at a self-selected speed. Movement quality parameters (symmetry, complexity, smoothness, and dynamic stability) were calculated from the 3D acceleration signal. Between groups and between timepoints comparisons were made, and changes in movement quality were correlated with PROMs. We found significant differences in symmetry and stability in both OA groups. Post-TKA, most parameters reflected an initial decrease in movement quality at 6-weeks post-TKA, which mostly normalised 6-months post-TKA. Finally, improved movement quality relates to improvements in PROMs. Thus, a single accelerometer can characterise movement quality in both OA groups and post-TKA. The correlation shows the potential to monitor movement quality in a clinical setting to inform objective, data-driven personalised rehabilitation. |
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AbstractList | This study’s aim is threefold: (I) Evaluate movement quality parameters of gait in people with hip or knee osteoarthritis (OA) compared to asymptomatic controls from a single trunk-worn 3D accelerometer. (II) Evaluate the sensitivity of these parameters to capture changes at 6-weeks, 3-, 6-, and 12-months following total knee arthroplasty (TKA). (III) Investigate whether observed changes in movement quality from 6-weeks and 12-months post-TKA relates to changes in patient-reported outcome measures (PROMs). We invited 20 asymptomatic controls, 20 people with hip OA, 18 people pre- and post-TKA to our movement lap. They wore a single trunk-worn accelerometer and walked at a self-selected speed. Movement quality parameters (symmetry, complexity, smoothness, and dynamic stability) were calculated from the 3D acceleration signal. Between groups and between timepoints comparisons were made, and changes in movement quality were correlated with PROMs. We found significant differences in symmetry and stability in both OA groups. Post-TKA, most parameters reflected an initial decrease in movement quality at 6-weeks post-TKA, which mostly normalised 6-months post-TKA. Finally, improved movement quality relates to improvements in PROMs. Thus, a single accelerometer can characterise movement quality in both OA groups and post-TKA. The correlation shows the potential to monitor movement quality in a clinical setting to inform objective, data-driven personalised rehabilitation. This study's aim is threefold: (I) Evaluate movement quality parameters of gait in people with hip or knee osteoarthritis (OA) compared to asymptomatic controls from a single trunk-worn 3D accelerometer. (II) Evaluate the sensitivity of these parameters to capture changes at 6-weeks, 3-, 6-, and 12-months following total knee arthroplasty (TKA). (III) Investigate whether observed changes in movement quality from 6-weeks and 12-months post-TKA relates to changes in patient-reported outcome measures (PROMs). We invited 20 asymptomatic controls, 20 people with hip OA, 18 people pre- and post-TKA to our movement lap. They wore a single trunk-worn accelerometer and walked at a self-selected speed. Movement quality parameters (symmetry, complexity, smoothness, and dynamic stability) were calculated from the 3D acceleration signal. Between groups and between timepoints comparisons were made, and changes in movement quality were correlated with PROMs. We found significant differences in symmetry and stability in both OA groups. Post-TKA, most parameters reflected an initial decrease in movement quality at 6-weeks post-TKA, which mostly normalised 6-months post-TKA. Finally, improved movement quality relates to improvements in PROMs. Thus, a single accelerometer can characterise movement quality in both OA groups and post-TKA. The correlation shows the potential to monitor movement quality in a clinical setting to inform objective, data-driven personalised rehabilitation.This study's aim is threefold: (I) Evaluate movement quality parameters of gait in people with hip or knee osteoarthritis (OA) compared to asymptomatic controls from a single trunk-worn 3D accelerometer. (II) Evaluate the sensitivity of these parameters to capture changes at 6-weeks, 3-, 6-, and 12-months following total knee arthroplasty (TKA). (III) Investigate whether observed changes in movement quality from 6-weeks and 12-months post-TKA relates to changes in patient-reported outcome measures (PROMs). We invited 20 asymptomatic controls, 20 people with hip OA, 18 people pre- and post-TKA to our movement lap. They wore a single trunk-worn accelerometer and walked at a self-selected speed. Movement quality parameters (symmetry, complexity, smoothness, and dynamic stability) were calculated from the 3D acceleration signal. Between groups and between timepoints comparisons were made, and changes in movement quality were correlated with PROMs. We found significant differences in symmetry and stability in both OA groups. Post-TKA, most parameters reflected an initial decrease in movement quality at 6-weeks post-TKA, which mostly normalised 6-months post-TKA. Finally, improved movement quality relates to improvements in PROMs. Thus, a single accelerometer can characterise movement quality in both OA groups and post-TKA. The correlation shows the potential to monitor movement quality in a clinical setting to inform objective, data-driven personalised rehabilitation. |
Audience | Academic |
Author | Emmerzaal, Jill van der Straaten, Rob Timmermans, Annick Corten, Kristoff Jonkers, Ilse De Baets, Liesbet Van Rossom, Sam Vanwanseele, Benedicte |
AuthorAffiliation | 4 Pain in Motion Research Group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy, Vrije Universiteit Brussel, 1050 Brussel, Belgium; liesbet.de.baets@vub.be 2 REVAL Rehabilitation Research Centre, Faculty of Rehabilitation Sciences, Hasselt University, 3590 Diepenbeek, Belgium; rob.vanderstraaten@uhasselt.be (R.v.d.S.); annick.timmermans@uhasselt.be (A.T.) 3 Department of Orthopaedics, Ziekenhuis Oost Limburg, 3600 Genk, Belgium; kristoff.corten@zol.be 1 Human Movement Biomechanics Research Group, Department of Movement Sciences, KU Leuven, 3001 Leuven, Belgium; sam.vanrossom@kuleuven.be (S.V.R.); ilse.jonkers@kuleuven.be (I.J.) |
AuthorAffiliation_xml | – name: 1 Human Movement Biomechanics Research Group, Department of Movement Sciences, KU Leuven, 3001 Leuven, Belgium; sam.vanrossom@kuleuven.be (S.V.R.); ilse.jonkers@kuleuven.be (I.J.) – name: 4 Pain in Motion Research Group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy, Vrije Universiteit Brussel, 1050 Brussel, Belgium; liesbet.de.baets@vub.be – name: 2 REVAL Rehabilitation Research Centre, Faculty of Rehabilitation Sciences, Hasselt University, 3590 Diepenbeek, Belgium; rob.vanderstraaten@uhasselt.be (R.v.d.S.); annick.timmermans@uhasselt.be (A.T.) – name: 3 Department of Orthopaedics, Ziekenhuis Oost Limburg, 3600 Genk, Belgium; kristoff.corten@zol.be |
Author_xml | – sequence: 1 givenname: Jill orcidid: 0000-0002-9218-7604 surname: Emmerzaal fullname: Emmerzaal, Jill – sequence: 2 givenname: Kristoff surname: Corten fullname: Corten, Kristoff – sequence: 3 givenname: Rob orcidid: 0000-0002-5071-2124 surname: van der Straaten fullname: van der Straaten, Rob – sequence: 4 givenname: Liesbet orcidid: 0000-0002-1370-2090 surname: De Baets fullname: De Baets, Liesbet – sequence: 5 givenname: Sam orcidid: 0000-0002-3206-9796 surname: Van Rossom fullname: Van Rossom, Sam – sequence: 6 givenname: Annick orcidid: 0000-0002-5461-947X surname: Timmermans fullname: Timmermans, Annick – sequence: 7 givenname: Ilse orcidid: 0000-0001-7611-3747 surname: Jonkers fullname: Jonkers, Ilse – sequence: 8 givenname: Benedicte orcidid: 0000-0002-6158-9483 surname: Vanwanseele fullname: Vanwanseele, Benedicte |
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CitedBy_id | crossref_primary_10_1016_j_jisako_2025_100391 crossref_primary_10_3390_s23104968 crossref_primary_10_1111_hae_14987 crossref_primary_10_1186_s42836_023_00204_4 crossref_primary_10_3390_s23146538 crossref_primary_10_3390_diagnostics13091609 crossref_primary_10_1186_s12891_023_06326_9 crossref_primary_10_3390_s24113472 crossref_primary_10_3390_s22135001 crossref_primary_10_1016_j_jbiomech_2024_112448 crossref_primary_10_1016_j_joca_2023_11_015 crossref_primary_10_3390_sports10120198 |
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Keywords | total knee arthroplasty hip osteoarthritis knee osteoarthritis level walking biomechanics trunk-worn accelerometer movement quality |
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Snippet | This study’s aim is threefold: (I) Evaluate movement quality parameters of gait in people with hip or knee osteoarthritis (OA) compared to asymptomatic... This study's aim is threefold: (I) Evaluate movement quality parameters of gait in people with hip or knee osteoarthritis (OA) compared to asymptomatic... |
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SubjectTerms | Accelerometers Accelerometry Analysis Arthritis Arthroplasty, Replacement, Knee Asymmetry Asymptomatic Biomechanical Phenomena Biomechanics Gait hip osteoarthritis Humans Joint replacement surgery Joint surgery Knee Joint - surgery knee osteoarthritis Laboratories movement quality Older people Osteoarthritis Osteoarthritis, Hip Osteoarthritis, Knee - surgery Patients Rehabilitation Sensors total knee arthroplasty trunk-worn accelerometer |
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Title | Movement Quality Parameters during Gait Assessed by a Single Accelerometer in Subjects with Osteoarthritis and Following Total Joint Arthroplasty |
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