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Objective activity tracking in spine surgery: a prospective feasibility study with a low-cost consumer grade wearable accelerometer
Patient-reported outcome measures (PROMs) are commonly used to estimate disability of patients with spinal degenerative disease. Emerging technological advances present an opportunity to provide objective measurements of activity. In a prospective, observational study we utilized a low-cost consumer...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7080733/ https://www.ncbi.nlm.nih.gov/pubmed/32188895 http://dx.doi.org/10.1038/s41598-020-61893-4 |
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author | Stienen, Martin N. Rezaii, Paymon G. Ho, Allen L. Veeravagu, Anand Zygourakis, Corinna C. Tomkins-Lane, Christy Park, Jon Ratliff, John K. Desai, Atman M. |
author_facet | Stienen, Martin N. Rezaii, Paymon G. Ho, Allen L. Veeravagu, Anand Zygourakis, Corinna C. Tomkins-Lane, Christy Park, Jon Ratliff, John K. Desai, Atman M. |
author_sort | Stienen, Martin N. |
collection | PubMed |
description | Patient-reported outcome measures (PROMs) are commonly used to estimate disability of patients with spinal degenerative disease. Emerging technological advances present an opportunity to provide objective measurements of activity. In a prospective, observational study we utilized a low-cost consumer grade wearable accelerometer (LCA) to determine patient activity (steps per day) preoperatively (baseline) and up to one year (Y1) after cervical and lumbar spine surgery. We studied 30 patients (46.7% male; mean age 57 years; 70% Caucasian) with a baseline activity level of 5624 steps per day. The activity level decreased by 71% in the 1(st) postoperative week (p < 0.001) and remained 37% lower in the 2(nd) (p < 0.001) and 23% lower in the 4(th) week (p = 0.015). At no time point until Y1 did patients increase their activity level, compared to baseline. Activity was greater in patients with cervical, as compared to patients with lumbar spine disease. Age, sex, ethnic group, anesthesia risk score and fusion were variables associated with activity. There was no correlation between activity and PROMs, but a strong correlation with depression. Determining activity using LCAs provides real-time and longitudinal information about patient mobility and return of function. Recovery took place over the first eight postoperative weeks, with subtle improvement afterwards. |
format | Online Article Text |
id | pubmed-7080733 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-70807332020-03-23 Objective activity tracking in spine surgery: a prospective feasibility study with a low-cost consumer grade wearable accelerometer Stienen, Martin N. Rezaii, Paymon G. Ho, Allen L. Veeravagu, Anand Zygourakis, Corinna C. Tomkins-Lane, Christy Park, Jon Ratliff, John K. Desai, Atman M. Sci Rep Article Patient-reported outcome measures (PROMs) are commonly used to estimate disability of patients with spinal degenerative disease. Emerging technological advances present an opportunity to provide objective measurements of activity. In a prospective, observational study we utilized a low-cost consumer grade wearable accelerometer (LCA) to determine patient activity (steps per day) preoperatively (baseline) and up to one year (Y1) after cervical and lumbar spine surgery. We studied 30 patients (46.7% male; mean age 57 years; 70% Caucasian) with a baseline activity level of 5624 steps per day. The activity level decreased by 71% in the 1(st) postoperative week (p < 0.001) and remained 37% lower in the 2(nd) (p < 0.001) and 23% lower in the 4(th) week (p = 0.015). At no time point until Y1 did patients increase their activity level, compared to baseline. Activity was greater in patients with cervical, as compared to patients with lumbar spine disease. Age, sex, ethnic group, anesthesia risk score and fusion were variables associated with activity. There was no correlation between activity and PROMs, but a strong correlation with depression. Determining activity using LCAs provides real-time and longitudinal information about patient mobility and return of function. Recovery took place over the first eight postoperative weeks, with subtle improvement afterwards. Nature Publishing Group UK 2020-03-18 /pmc/articles/PMC7080733/ /pubmed/32188895 http://dx.doi.org/10.1038/s41598-020-61893-4 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Stienen, Martin N. Rezaii, Paymon G. Ho, Allen L. Veeravagu, Anand Zygourakis, Corinna C. Tomkins-Lane, Christy Park, Jon Ratliff, John K. Desai, Atman M. Objective activity tracking in spine surgery: a prospective feasibility study with a low-cost consumer grade wearable accelerometer |
title | Objective activity tracking in spine surgery: a prospective feasibility study with a low-cost consumer grade wearable accelerometer |
title_full | Objective activity tracking in spine surgery: a prospective feasibility study with a low-cost consumer grade wearable accelerometer |
title_fullStr | Objective activity tracking in spine surgery: a prospective feasibility study with a low-cost consumer grade wearable accelerometer |
title_full_unstemmed | Objective activity tracking in spine surgery: a prospective feasibility study with a low-cost consumer grade wearable accelerometer |
title_short | Objective activity tracking in spine surgery: a prospective feasibility study with a low-cost consumer grade wearable accelerometer |
title_sort | objective activity tracking in spine surgery: a prospective feasibility study with a low-cost consumer grade wearable accelerometer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7080733/ https://www.ncbi.nlm.nih.gov/pubmed/32188895 http://dx.doi.org/10.1038/s41598-020-61893-4 |
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