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Comparability of accelerometer signal aggregation metrics across placements and dominant wrist cut points for the assessment of physical activity in adults
Large epidemiological studies that use accelerometers for physical behavior and sleep assessment differ in the location of the accelerometer attachment and the signal aggregation metric chosen. This study aimed to assess the comparability of acceleration metrics between commonly-used body-attachment...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6890686/ https://www.ncbi.nlm.nih.gov/pubmed/31796778 http://dx.doi.org/10.1038/s41598-019-54267-y |
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author | Migueles, Jairo H. Cadenas-Sanchez, Cristina Rowlands, Alex V. Henriksson, Pontus Shiroma, Eric J. Acosta, Francisco M. Rodriguez-Ayllon, Maria Esteban-Cornejo, Irene Plaza-Florido, Abel Gil-Cosano, Jose J. Ekelund, Ulf van Hees, Vincent T. Ortega, Francisco B. |
author_facet | Migueles, Jairo H. Cadenas-Sanchez, Cristina Rowlands, Alex V. Henriksson, Pontus Shiroma, Eric J. Acosta, Francisco M. Rodriguez-Ayllon, Maria Esteban-Cornejo, Irene Plaza-Florido, Abel Gil-Cosano, Jose J. Ekelund, Ulf van Hees, Vincent T. Ortega, Francisco B. |
author_sort | Migueles, Jairo H. |
collection | PubMed |
description | Large epidemiological studies that use accelerometers for physical behavior and sleep assessment differ in the location of the accelerometer attachment and the signal aggregation metric chosen. This study aimed to assess the comparability of acceleration metrics between commonly-used body-attachment locations for 24 hours, waking and sleeping hours, and to test comparability of PA cut points between dominant and non-dominant wrist. Forty-five young adults (23 women, 18–41 years) were included and GT3X + accelerometers (ActiGraph, Pensacola, FL, USA) were placed on their right hip, dominant, and non-dominant wrist for 7 days. We derived Euclidean Norm Minus One g (ENMO), Low-pass filtered ENMO (LFENMO), Mean Amplitude Deviation (MAD) and ActiGraph activity counts over 5-second epochs from the raw accelerations. Metric values were compared using a correlation analysis, and by plotting the differences by time of the day. Cut points for the dominant wrist were derived using Lin’s concordance correlation coefficient optimization in a grid of possible thresholds, using the non-dominant wrist estimates as reference. They were cross-validated in a separate sample (N = 36, 10 women, 22–30 years). Shared variances between pairs of acceleration metrics varied across sites and metric pairs (range in r(2): 0.19–0.97, all p < 0.01), suggesting that some sites and metrics are associated, and others are not. We observed higher metric values in dominant vs. non-dominant wrist, thus, we developed cut points for dominant wrist based on ENMO to classify sedentary time (<50 mg), light PA (50–110 mg), moderate PA (110–440 mg) and vigorous PA (≥440 mg). Our findings suggest differences between dominant and non-dominant wrist, and we proposed new cut points to attenuate these differences. ENMO and LFENMO were the most similar metrics, and they showed good comparability with MAD. However, counts were not comparable with ENMO, LFENMO and MAD. |
format | Online Article Text |
id | pubmed-6890686 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68906862019-12-10 Comparability of accelerometer signal aggregation metrics across placements and dominant wrist cut points for the assessment of physical activity in adults Migueles, Jairo H. Cadenas-Sanchez, Cristina Rowlands, Alex V. Henriksson, Pontus Shiroma, Eric J. Acosta, Francisco M. Rodriguez-Ayllon, Maria Esteban-Cornejo, Irene Plaza-Florido, Abel Gil-Cosano, Jose J. Ekelund, Ulf van Hees, Vincent T. Ortega, Francisco B. Sci Rep Article Large epidemiological studies that use accelerometers for physical behavior and sleep assessment differ in the location of the accelerometer attachment and the signal aggregation metric chosen. This study aimed to assess the comparability of acceleration metrics between commonly-used body-attachment locations for 24 hours, waking and sleeping hours, and to test comparability of PA cut points between dominant and non-dominant wrist. Forty-five young adults (23 women, 18–41 years) were included and GT3X + accelerometers (ActiGraph, Pensacola, FL, USA) were placed on their right hip, dominant, and non-dominant wrist for 7 days. We derived Euclidean Norm Minus One g (ENMO), Low-pass filtered ENMO (LFENMO), Mean Amplitude Deviation (MAD) and ActiGraph activity counts over 5-second epochs from the raw accelerations. Metric values were compared using a correlation analysis, and by plotting the differences by time of the day. Cut points for the dominant wrist were derived using Lin’s concordance correlation coefficient optimization in a grid of possible thresholds, using the non-dominant wrist estimates as reference. They were cross-validated in a separate sample (N = 36, 10 women, 22–30 years). Shared variances between pairs of acceleration metrics varied across sites and metric pairs (range in r(2): 0.19–0.97, all p < 0.01), suggesting that some sites and metrics are associated, and others are not. We observed higher metric values in dominant vs. non-dominant wrist, thus, we developed cut points for dominant wrist based on ENMO to classify sedentary time (<50 mg), light PA (50–110 mg), moderate PA (110–440 mg) and vigorous PA (≥440 mg). Our findings suggest differences between dominant and non-dominant wrist, and we proposed new cut points to attenuate these differences. ENMO and LFENMO were the most similar metrics, and they showed good comparability with MAD. However, counts were not comparable with ENMO, LFENMO and MAD. Nature Publishing Group UK 2019-12-03 /pmc/articles/PMC6890686/ /pubmed/31796778 http://dx.doi.org/10.1038/s41598-019-54267-y Text en © The Author(s) 2019 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 Migueles, Jairo H. Cadenas-Sanchez, Cristina Rowlands, Alex V. Henriksson, Pontus Shiroma, Eric J. Acosta, Francisco M. Rodriguez-Ayllon, Maria Esteban-Cornejo, Irene Plaza-Florido, Abel Gil-Cosano, Jose J. Ekelund, Ulf van Hees, Vincent T. Ortega, Francisco B. Comparability of accelerometer signal aggregation metrics across placements and dominant wrist cut points for the assessment of physical activity in adults |
title | Comparability of accelerometer signal aggregation metrics across placements and dominant wrist cut points for the assessment of physical activity in adults |
title_full | Comparability of accelerometer signal aggregation metrics across placements and dominant wrist cut points for the assessment of physical activity in adults |
title_fullStr | Comparability of accelerometer signal aggregation metrics across placements and dominant wrist cut points for the assessment of physical activity in adults |
title_full_unstemmed | Comparability of accelerometer signal aggregation metrics across placements and dominant wrist cut points for the assessment of physical activity in adults |
title_short | Comparability of accelerometer signal aggregation metrics across placements and dominant wrist cut points for the assessment of physical activity in adults |
title_sort | comparability of accelerometer signal aggregation metrics across placements and dominant wrist cut points for the assessment of physical activity in adults |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6890686/ https://www.ncbi.nlm.nih.gov/pubmed/31796778 http://dx.doi.org/10.1038/s41598-019-54267-y |
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