Cargando…
A Wearable Insole System to Measure Plantar Pressure and Shear for People with Diabetes
Pressure coupled with shear stresses are the critical external factors for diabetic foot ulceration assessment and prevention. To date, a wearable system capable of measuring in-shoe multi-directional stresses for out-of-lab analysis has been elusive. The lack of an insole system capable of measurin...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10056665/ https://www.ncbi.nlm.nih.gov/pubmed/36991838 http://dx.doi.org/10.3390/s23063126 |
_version_ | 1785016179360792576 |
---|---|
author | Tang, Jinghua Bader, Dan L. Moser, David Parker, Daniel J. Forghany, Saeed Nester, Christopher J. Jiang, Liudi |
author_facet | Tang, Jinghua Bader, Dan L. Moser, David Parker, Daniel J. Forghany, Saeed Nester, Christopher J. Jiang, Liudi |
author_sort | Tang, Jinghua |
collection | PubMed |
description | Pressure coupled with shear stresses are the critical external factors for diabetic foot ulceration assessment and prevention. To date, a wearable system capable of measuring in-shoe multi-directional stresses for out-of-lab analysis has been elusive. The lack of an insole system capable of measuring plantar pressure and shear hinders the development of an effective foot ulcer prevention solution that could be potentially used in a daily living environment. This study reports the development of a first-of-its-kind sensorised insole system and its evaluation in laboratory settings and on human participants, indicating its potential as a wearable technology to be used in real-world applications. Laboratory evaluation revealed that the linearity error and accuracy error of the sensorised insole system were up to 3% and 5%, respectively. When evaluated on a healthy participant, change in footwear resulted in approximately 20%, 75% and 82% change in pressure, medial–lateral and anterior–posterior shear stress, respectively. When evaluated on diabetic participants, no notable difference in peak plantar pressure, as a result of wearing the sensorised insole, was measured. The preliminary results showed that the performance of the sensorised insole system is comparable to previously reported research devices. The system has adequate sensitivity to assist footwear assessment relevant to foot ulcer prevention and is safe to use for people with diabetes. The reported insole system presents the potential to help assess diabetic foot ulceration risk in a daily living environment underpinned by wearable pressure and shear sensing technologies. |
format | Online Article Text |
id | pubmed-10056665 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-100566652023-03-30 A Wearable Insole System to Measure Plantar Pressure and Shear for People with Diabetes Tang, Jinghua Bader, Dan L. Moser, David Parker, Daniel J. Forghany, Saeed Nester, Christopher J. Jiang, Liudi Sensors (Basel) Article Pressure coupled with shear stresses are the critical external factors for diabetic foot ulceration assessment and prevention. To date, a wearable system capable of measuring in-shoe multi-directional stresses for out-of-lab analysis has been elusive. The lack of an insole system capable of measuring plantar pressure and shear hinders the development of an effective foot ulcer prevention solution that could be potentially used in a daily living environment. This study reports the development of a first-of-its-kind sensorised insole system and its evaluation in laboratory settings and on human participants, indicating its potential as a wearable technology to be used in real-world applications. Laboratory evaluation revealed that the linearity error and accuracy error of the sensorised insole system were up to 3% and 5%, respectively. When evaluated on a healthy participant, change in footwear resulted in approximately 20%, 75% and 82% change in pressure, medial–lateral and anterior–posterior shear stress, respectively. When evaluated on diabetic participants, no notable difference in peak plantar pressure, as a result of wearing the sensorised insole, was measured. The preliminary results showed that the performance of the sensorised insole system is comparable to previously reported research devices. The system has adequate sensitivity to assist footwear assessment relevant to foot ulcer prevention and is safe to use for people with diabetes. The reported insole system presents the potential to help assess diabetic foot ulceration risk in a daily living environment underpinned by wearable pressure and shear sensing technologies. MDPI 2023-03-15 /pmc/articles/PMC10056665/ /pubmed/36991838 http://dx.doi.org/10.3390/s23063126 Text en © 2023 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 Tang, Jinghua Bader, Dan L. Moser, David Parker, Daniel J. Forghany, Saeed Nester, Christopher J. Jiang, Liudi A Wearable Insole System to Measure Plantar Pressure and Shear for People with Diabetes |
title | A Wearable Insole System to Measure Plantar Pressure and Shear for People with Diabetes |
title_full | A Wearable Insole System to Measure Plantar Pressure and Shear for People with Diabetes |
title_fullStr | A Wearable Insole System to Measure Plantar Pressure and Shear for People with Diabetes |
title_full_unstemmed | A Wearable Insole System to Measure Plantar Pressure and Shear for People with Diabetes |
title_short | A Wearable Insole System to Measure Plantar Pressure and Shear for People with Diabetes |
title_sort | wearable insole system to measure plantar pressure and shear for people with diabetes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10056665/ https://www.ncbi.nlm.nih.gov/pubmed/36991838 http://dx.doi.org/10.3390/s23063126 |
work_keys_str_mv | AT tangjinghua awearableinsolesystemtomeasureplantarpressureandshearforpeoplewithdiabetes AT baderdanl awearableinsolesystemtomeasureplantarpressureandshearforpeoplewithdiabetes AT moserdavid awearableinsolesystemtomeasureplantarpressureandshearforpeoplewithdiabetes AT parkerdanielj awearableinsolesystemtomeasureplantarpressureandshearforpeoplewithdiabetes AT forghanysaeed awearableinsolesystemtomeasureplantarpressureandshearforpeoplewithdiabetes AT nesterchristopherj awearableinsolesystemtomeasureplantarpressureandshearforpeoplewithdiabetes AT jiangliudi awearableinsolesystemtomeasureplantarpressureandshearforpeoplewithdiabetes AT tangjinghua wearableinsolesystemtomeasureplantarpressureandshearforpeoplewithdiabetes AT baderdanl wearableinsolesystemtomeasureplantarpressureandshearforpeoplewithdiabetes AT moserdavid wearableinsolesystemtomeasureplantarpressureandshearforpeoplewithdiabetes AT parkerdanielj wearableinsolesystemtomeasureplantarpressureandshearforpeoplewithdiabetes AT forghanysaeed wearableinsolesystemtomeasureplantarpressureandshearforpeoplewithdiabetes AT nesterchristopherj wearableinsolesystemtomeasureplantarpressureandshearforpeoplewithdiabetes AT jiangliudi wearableinsolesystemtomeasureplantarpressureandshearforpeoplewithdiabetes |