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Digital Biomarkers of Gait and Balance in Diabetic Foot, Measurable by Wearable Inertial Measurement Units: A Mini Review

People with diabetic foot frequently exhibit gait and balance dysfunction. Recent advances in wearable inertial measurement units (IMUs) enable to assess some of the gait and balance dysfunction associated with diabetic foot (i.e., digital biomarkers of gait and balance). However, there is no review...

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Autores principales: Kang, Gu Eon, Stout, Angeloh, Waldon, Ke’Vaughn, Kang, Seungmin, Killeen, Amanda L., Crisologo, Peter A., Siah, Michael, Jupiter, Daniel, Najafi, Bijan, Vaziri, Ashkan, Lavery, Lawrence A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9735812/
https://www.ncbi.nlm.nih.gov/pubmed/36501981
http://dx.doi.org/10.3390/s22239278
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author Kang, Gu Eon
Stout, Angeloh
Waldon, Ke’Vaughn
Kang, Seungmin
Killeen, Amanda L.
Crisologo, Peter A.
Siah, Michael
Jupiter, Daniel
Najafi, Bijan
Vaziri, Ashkan
Lavery, Lawrence A.
author_facet Kang, Gu Eon
Stout, Angeloh
Waldon, Ke’Vaughn
Kang, Seungmin
Killeen, Amanda L.
Crisologo, Peter A.
Siah, Michael
Jupiter, Daniel
Najafi, Bijan
Vaziri, Ashkan
Lavery, Lawrence A.
author_sort Kang, Gu Eon
collection PubMed
description People with diabetic foot frequently exhibit gait and balance dysfunction. Recent advances in wearable inertial measurement units (IMUs) enable to assess some of the gait and balance dysfunction associated with diabetic foot (i.e., digital biomarkers of gait and balance). However, there is no review to inform digital biomarkers of gait and balance dysfunction related to diabetic foot, measurable by wearable IMUs (e.g., what gait and balance parameters can wearable IMUs collect? Are the measurements repeatable?). Accordingly, we conducted a web-based, mini review using PubMed. Our search was limited to human subjects and English-written papers published in peer-reviewed journals. We identified 20 papers in this mini review. We found preliminary evidence of digital biomarkers of gait and balance dysfunction in people with diabetic foot, such as slow gait speed, large gait variability, unstable gait initiation, and large body sway. However, due to heterogeneities in included papers in terms of study design, movement tasks, and small sample size, more studies are recommended to confirm this preliminary evidence. Additionally, based on our mini review, we recommend establishing appropriate strategies to successfully incorporate wearable-based assessment into clinical practice for diabetic foot care.
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spelling pubmed-97358122022-12-11 Digital Biomarkers of Gait and Balance in Diabetic Foot, Measurable by Wearable Inertial Measurement Units: A Mini Review Kang, Gu Eon Stout, Angeloh Waldon, Ke’Vaughn Kang, Seungmin Killeen, Amanda L. Crisologo, Peter A. Siah, Michael Jupiter, Daniel Najafi, Bijan Vaziri, Ashkan Lavery, Lawrence A. Sensors (Basel) Review People with diabetic foot frequently exhibit gait and balance dysfunction. Recent advances in wearable inertial measurement units (IMUs) enable to assess some of the gait and balance dysfunction associated with diabetic foot (i.e., digital biomarkers of gait and balance). However, there is no review to inform digital biomarkers of gait and balance dysfunction related to diabetic foot, measurable by wearable IMUs (e.g., what gait and balance parameters can wearable IMUs collect? Are the measurements repeatable?). Accordingly, we conducted a web-based, mini review using PubMed. Our search was limited to human subjects and English-written papers published in peer-reviewed journals. We identified 20 papers in this mini review. We found preliminary evidence of digital biomarkers of gait and balance dysfunction in people with diabetic foot, such as slow gait speed, large gait variability, unstable gait initiation, and large body sway. However, due to heterogeneities in included papers in terms of study design, movement tasks, and small sample size, more studies are recommended to confirm this preliminary evidence. Additionally, based on our mini review, we recommend establishing appropriate strategies to successfully incorporate wearable-based assessment into clinical practice for diabetic foot care. MDPI 2022-11-29 /pmc/articles/PMC9735812/ /pubmed/36501981 http://dx.doi.org/10.3390/s22239278 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 Review
Kang, Gu Eon
Stout, Angeloh
Waldon, Ke’Vaughn
Kang, Seungmin
Killeen, Amanda L.
Crisologo, Peter A.
Siah, Michael
Jupiter, Daniel
Najafi, Bijan
Vaziri, Ashkan
Lavery, Lawrence A.
Digital Biomarkers of Gait and Balance in Diabetic Foot, Measurable by Wearable Inertial Measurement Units: A Mini Review
title Digital Biomarkers of Gait and Balance in Diabetic Foot, Measurable by Wearable Inertial Measurement Units: A Mini Review
title_full Digital Biomarkers of Gait and Balance in Diabetic Foot, Measurable by Wearable Inertial Measurement Units: A Mini Review
title_fullStr Digital Biomarkers of Gait and Balance in Diabetic Foot, Measurable by Wearable Inertial Measurement Units: A Mini Review
title_full_unstemmed Digital Biomarkers of Gait and Balance in Diabetic Foot, Measurable by Wearable Inertial Measurement Units: A Mini Review
title_short Digital Biomarkers of Gait and Balance in Diabetic Foot, Measurable by Wearable Inertial Measurement Units: A Mini Review
title_sort digital biomarkers of gait and balance in diabetic foot, measurable by wearable inertial measurement units: a mini review
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9735812/
https://www.ncbi.nlm.nih.gov/pubmed/36501981
http://dx.doi.org/10.3390/s22239278
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