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Assessment of Multiple Sclerosis Disability Progression Using a Wearable Biosensor: A Pilot Study

Background: The evaluation of walking activity of people with multiple sclerosis (pwMS) is desirable. We evaluate the power of the correlation of motor parameters detected by the accelerometer in the Samsung Gear S2 smartwatch with multiple sclerosis (MS) disability measures and patient reported out...

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Autores principales: Abbadessa, Gianmarco, Lavorgna, Luigi, Miele, Giuseppina, Mignone, Alfredo, Signoriello, Elisabetta, Lus, Giacomo, Clerico, Marinella, Sparaco, Maddalena, Bonavita, Simona
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8001885/
https://www.ncbi.nlm.nih.gov/pubmed/33802029
http://dx.doi.org/10.3390/jcm10061160
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author Abbadessa, Gianmarco
Lavorgna, Luigi
Miele, Giuseppina
Mignone, Alfredo
Signoriello, Elisabetta
Lus, Giacomo
Clerico, Marinella
Sparaco, Maddalena
Bonavita, Simona
author_facet Abbadessa, Gianmarco
Lavorgna, Luigi
Miele, Giuseppina
Mignone, Alfredo
Signoriello, Elisabetta
Lus, Giacomo
Clerico, Marinella
Sparaco, Maddalena
Bonavita, Simona
author_sort Abbadessa, Gianmarco
collection PubMed
description Background: The evaluation of walking activity of people with multiple sclerosis (pwMS) is desirable. We evaluate the power of the correlation of motor parameters detected by the accelerometer in the Samsung Gear S2 smartwatch with multiple sclerosis (MS) disability measures and patient reported outcomes (PROs). Methods: We enrolled 25 relapsing remitting MS patients. We assessed disability with the expanded disability status scale, two-minute walking test (2MWT), timed 25-foot walk test (T25FWT), and nine-hole peg test. We collected PROs measuring fatigue, ambulatory ability, depression, quality of life, and bladder/bowel function. Participants were asked to wear the accelerometer for a period of 30 days. Results: The Spearman’s rank correlation coefficient showed a moderate negative correlation between the patient-determined disease steps (PDDS) score with the mean steps/day, a strong negative correlation between the PDDS score with the maximum number of daily steps (MNDS) and a moderate negative correlation between the fatigue severity scale score and MNDS. A moderate negative correlation between MNDS and the 2MWT and a moderate negative correlation between MNDS and the T25FW was found. Conclusion: Our results suggest that motor parameters derived from the accelerometer could be a reliable measure of motor disability in pwMS.
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spelling pubmed-80018852021-03-28 Assessment of Multiple Sclerosis Disability Progression Using a Wearable Biosensor: A Pilot Study Abbadessa, Gianmarco Lavorgna, Luigi Miele, Giuseppina Mignone, Alfredo Signoriello, Elisabetta Lus, Giacomo Clerico, Marinella Sparaco, Maddalena Bonavita, Simona J Clin Med Article Background: The evaluation of walking activity of people with multiple sclerosis (pwMS) is desirable. We evaluate the power of the correlation of motor parameters detected by the accelerometer in the Samsung Gear S2 smartwatch with multiple sclerosis (MS) disability measures and patient reported outcomes (PROs). Methods: We enrolled 25 relapsing remitting MS patients. We assessed disability with the expanded disability status scale, two-minute walking test (2MWT), timed 25-foot walk test (T25FWT), and nine-hole peg test. We collected PROs measuring fatigue, ambulatory ability, depression, quality of life, and bladder/bowel function. Participants were asked to wear the accelerometer for a period of 30 days. Results: The Spearman’s rank correlation coefficient showed a moderate negative correlation between the patient-determined disease steps (PDDS) score with the mean steps/day, a strong negative correlation between the PDDS score with the maximum number of daily steps (MNDS) and a moderate negative correlation between the fatigue severity scale score and MNDS. A moderate negative correlation between MNDS and the 2MWT and a moderate negative correlation between MNDS and the T25FW was found. Conclusion: Our results suggest that motor parameters derived from the accelerometer could be a reliable measure of motor disability in pwMS. MDPI 2021-03-10 /pmc/articles/PMC8001885/ /pubmed/33802029 http://dx.doi.org/10.3390/jcm10061160 Text en © 2021 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Abbadessa, Gianmarco
Lavorgna, Luigi
Miele, Giuseppina
Mignone, Alfredo
Signoriello, Elisabetta
Lus, Giacomo
Clerico, Marinella
Sparaco, Maddalena
Bonavita, Simona
Assessment of Multiple Sclerosis Disability Progression Using a Wearable Biosensor: A Pilot Study
title Assessment of Multiple Sclerosis Disability Progression Using a Wearable Biosensor: A Pilot Study
title_full Assessment of Multiple Sclerosis Disability Progression Using a Wearable Biosensor: A Pilot Study
title_fullStr Assessment of Multiple Sclerosis Disability Progression Using a Wearable Biosensor: A Pilot Study
title_full_unstemmed Assessment of Multiple Sclerosis Disability Progression Using a Wearable Biosensor: A Pilot Study
title_short Assessment of Multiple Sclerosis Disability Progression Using a Wearable Biosensor: A Pilot Study
title_sort assessment of multiple sclerosis disability progression using a wearable biosensor: a pilot study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8001885/
https://www.ncbi.nlm.nih.gov/pubmed/33802029
http://dx.doi.org/10.3390/jcm10061160
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