Influence of Epoch Length and Recording Site on the Relationship Between Tri-Axial Accelerometry-Derived Physical Activity Levels and Structural, Functional, and Hemodynamic Properties of Central and Peripheral Arteries

Gómez García, Mariana - Torrado, Juan - Bia, Daniel - Zócalo, Yanina

Resumen:

Background: It remains to be established to what extent physical activity (PA) levels among individuals are independently associated with deviations from the “optimal” state of the arterial system. Accelerometers have been proposed as means to obtain reliable, objective, and more comprehensive data of PA. Decisions at the time of data collection/processing could influence the association between accelerometry-derived indices and arterial properties.Objectives: (i) To identify to what extent the strength of association between arterial properties and accelerometer-derived indices depend on the recording site and/or the epoch length; (ii) to determine whether some arterial characteristics (hemodynamic vs. structural vs. functional) or regions (elastic vs. transitional vs. muscular arteries; central vs. peripheral) have higher levels of association with accelerometry-derived indices.Methods: Physical activity (PA), cardiovascular risk factors (CRFs), and cardiovascular properties were evaluated in 60 volunteers (general population; age: 23–62 years; women: 43%). PA was measured daily for 7 days (free-living situation; triaxial-accelerometers ActiGraph-GT3X+; hip and wrist; “Worn-to-wrist” option) and raw data was converted at epoch lengths of 1, 5, 10, 30, and 60-s. PA-related energy expenditure, daily time in moderate-to-vigorous PA, steps/minute, and counts-per-minute for vector magnitude were calculated. The cardiovascular evaluation included hemodynamic (central and peripheral pressure), structural (diameters and intima-media thickness), and functional (local and regional stiffness) parameters of carotids, femoral, and brachial arteries, and carotid-femoral and carotid-radial pathways. Arterial z-scores were obtained using age-related equations derived from healthy participants not exposed to CRFs (n = 1,688; age: 2–84 years; female: 51.2%) to evaluate at which degree each parameter deviates from the “optimal” value.Methods: In general, hip recordings outperformed those obtained on the wrist regarding the strength of association with arterial parameters. Accelerometer-derived indices and their association with arterial properties vary depending on the recording site and epoch length. PA indices are stronger associated with functional (local) than structural variables and with central than peripheral arteries.Conclusions: Regardless of the PA index, there were independent associations with central artery characteristics, which reinforces that these territories would be the most related to PA levels. Differences in data acquisition and processing could lead to differences in conclusions when addressing the association between accelerometer-derived indices and the cardiovascular system.

Detalles Bibliográficos
2022
Accelerometry
Arterial system
Cardiovascular
Epoch lengths
Hip
Physical activity
Recording site
Worn on wrist option (ActiLife software)
ACELEROMETRÍA
CADERA
EJERCICIO FÍSICO
ARTERIAS
SISTEMA CARDIOVASCULAR
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/55191
Acceso abierto
Licencia Creative Commons Atribución (CC - By 4.0)
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author Gómez García, Mariana
author2 Torrado, Juan
Bia, Daniel
Zócalo, Yanina
author2_role author
author
author
author_facet Gómez García, Mariana
Torrado, Juan
Bia, Daniel
Zócalo, Yanina
author_role author
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dc.contributor.filiacion.none.fl_str_mv Gómez García Mariana, Universidad de la República (Uruguay). Instituto Superior de Educación Física. Departamento de Educación Física y Salud; Universidad de la República (Uruguay). Comisión Sectorial de Investigación Científica. Centro Universitario de Investigación, Innovación y Diagnóstico Arterial – Movimiento, Actividad, Salud” (CUiiDARTE-MAS)
Torrado Juan, Universidad de la República (Uruguay). Comisión Sectorial de Investigación Científica. Centro Universitario de Investigación, Innovación y Diagnóstico Arterial – Movimiento, Actividad, Salud” (CUiiDARTE-MAS); Albert Einstein College of Medicine (E.E.U.U.). Department of Internal Medicine
Bia Daniel, Universidad de la República (Uruguay). Facultad de Medicina. Departamento de Fisiología; Universidad de la República (Uruguay). Comisión Sectorial de Investigación Científica. Centro Universitario de Investigación, Innovación y Diagnóstico Arterial – Movimiento, Actividad, Salud” (CUiiDARTE-MAS)
Zócalo Yanina, Universidad de la República (Uruguay). Facultad de Medicina. Departamento de Fisiología; Universidad de la República (Uruguay). Comisión Sectorial de Investigación Científica. Centro Universitario de Investigación, Innovación y Diagnóstico Arterial – Movimiento, Actividad, Salud” (CUiiDARTE-MAS)
dc.creator.none.fl_str_mv Gómez García, Mariana
Torrado, Juan
Bia, Daniel
Zócalo, Yanina
dc.date.accessioned.none.fl_str_mv 2026-05-25T19:11:49Z
dc.date.available.none.fl_str_mv 2026-05-25T19:11:49Z
dc.date.issued.none.fl_str_mv 2022
dc.description.abstract.none.fl_txt_mv Background: It remains to be established to what extent physical activity (PA) levels among individuals are independently associated with deviations from the “optimal” state of the arterial system. Accelerometers have been proposed as means to obtain reliable, objective, and more comprehensive data of PA. Decisions at the time of data collection/processing could influence the association between accelerometry-derived indices and arterial properties.Objectives: (i) To identify to what extent the strength of association between arterial properties and accelerometer-derived indices depend on the recording site and/or the epoch length; (ii) to determine whether some arterial characteristics (hemodynamic vs. structural vs. functional) or regions (elastic vs. transitional vs. muscular arteries; central vs. peripheral) have higher levels of association with accelerometry-derived indices.Methods: Physical activity (PA), cardiovascular risk factors (CRFs), and cardiovascular properties were evaluated in 60 volunteers (general population; age: 23–62 years; women: 43%). PA was measured daily for 7 days (free-living situation; triaxial-accelerometers ActiGraph-GT3X+; hip and wrist; “Worn-to-wrist” option) and raw data was converted at epoch lengths of 1, 5, 10, 30, and 60-s. PA-related energy expenditure, daily time in moderate-to-vigorous PA, steps/minute, and counts-per-minute for vector magnitude were calculated. The cardiovascular evaluation included hemodynamic (central and peripheral pressure), structural (diameters and intima-media thickness), and functional (local and regional stiffness) parameters of carotids, femoral, and brachial arteries, and carotid-femoral and carotid-radial pathways. Arterial z-scores were obtained using age-related equations derived from healthy participants not exposed to CRFs (n = 1,688; age: 2–84 years; female: 51.2%) to evaluate at which degree each parameter deviates from the “optimal” value.Methods: In general, hip recordings outperformed those obtained on the wrist regarding the strength of association with arterial parameters. Accelerometer-derived indices and their association with arterial properties vary depending on the recording site and epoch length. PA indices are stronger associated with functional (local) than structural variables and with central than peripheral arteries.Conclusions: Regardless of the PA index, there were independent associations with central artery characteristics, which reinforces that these territories would be the most related to PA levels. Differences in data acquisition and processing could lead to differences in conclusions when addressing the association between accelerometer-derived indices and the cardiovascular system.
dc.format.extent.es.fl_str_mv 21 p.
dc.format.mimetype.es.fl_str_mv application/pdf
dc.identifier.citation.es.fl_str_mv Gómez García M, Torrado J, Bia D y otros. Influence of Epoch Length and Recording Site on the Relationship Between Tri-Axial Accelerometry-Derived Physical Activity Levels and Structural, Functional, and Hemodynamic Properties of Central and Peripheral Arteries. Frontiers in Sports and Active Living [en línea]. 2022;4. 21 p.
dc.identifier.doi.none.fl_str_mv 10.3389/fspor.2022.799659
dc.identifier.eissn.none.fl_str_mv 2624-9367
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12008/55191
dc.language.iso.none.fl_str_mv en
eng
dc.publisher.es.fl_str_mv Frontiers Media
dc.relation.none.fl_str_mv Frontiers in Sports and Active Living. 2022;4
dc.rights.license.none.fl_str_mv Licencia Creative Commons Atribución (CC - By 4.0)
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:COLIBRI
instname:Universidad de la República
instacron:Universidad de la República
dc.subject.es.fl_str_mv Accelerometry
Arterial system
Cardiovascular
Epoch lengths
Hip
Physical activity
Recording site
Worn on wrist option (ActiLife software)
dc.subject.other.es.fl_str_mv ACELEROMETRÍA
CADERA
EJERCICIO FÍSICO
ARTERIAS
SISTEMA CARDIOVASCULAR
dc.title.none.fl_str_mv Influence of Epoch Length and Recording Site on the Relationship Between Tri-Axial Accelerometry-Derived Physical Activity Levels and Structural, Functional, and Hemodynamic Properties of Central and Peripheral Arteries
dc.type.es.fl_str_mv Artículo
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
description Background: It remains to be established to what extent physical activity (PA) levels among individuals are independently associated with deviations from the “optimal” state of the arterial system. Accelerometers have been proposed as means to obtain reliable, objective, and more comprehensive data of PA. Decisions at the time of data collection/processing could influence the association between accelerometry-derived indices and arterial properties.Objectives: (i) To identify to what extent the strength of association between arterial properties and accelerometer-derived indices depend on the recording site and/or the epoch length; (ii) to determine whether some arterial characteristics (hemodynamic vs. structural vs. functional) or regions (elastic vs. transitional vs. muscular arteries; central vs. peripheral) have higher levels of association with accelerometry-derived indices.Methods: Physical activity (PA), cardiovascular risk factors (CRFs), and cardiovascular properties were evaluated in 60 volunteers (general population; age: 23–62 years; women: 43%). PA was measured daily for 7 days (free-living situation; triaxial-accelerometers ActiGraph-GT3X+; hip and wrist; “Worn-to-wrist” option) and raw data was converted at epoch lengths of 1, 5, 10, 30, and 60-s. PA-related energy expenditure, daily time in moderate-to-vigorous PA, steps/minute, and counts-per-minute for vector magnitude were calculated. The cardiovascular evaluation included hemodynamic (central and peripheral pressure), structural (diameters and intima-media thickness), and functional (local and regional stiffness) parameters of carotids, femoral, and brachial arteries, and carotid-femoral and carotid-radial pathways. Arterial z-scores were obtained using age-related equations derived from healthy participants not exposed to CRFs (n = 1,688; age: 2–84 years; female: 51.2%) to evaluate at which degree each parameter deviates from the “optimal” value.Methods: In general, hip recordings outperformed those obtained on the wrist regarding the strength of association with arterial parameters. Accelerometer-derived indices and their association with arterial properties vary depending on the recording site and epoch length. PA indices are stronger associated with functional (local) than structural variables and with central than peripheral arteries.Conclusions: Regardless of the PA index, there were independent associations with central artery characteristics, which reinforces that these territories would be the most related to PA levels. Differences in data acquisition and processing could lead to differences in conclusions when addressing the association between accelerometer-derived indices and the cardiovascular system.
eu_rights_str_mv openAccess
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identifier_str_mv Gómez García M, Torrado J, Bia D y otros. Influence of Epoch Length and Recording Site on the Relationship Between Tri-Axial Accelerometry-Derived Physical Activity Levels and Structural, Functional, and Hemodynamic Properties of Central and Peripheral Arteries. Frontiers in Sports and Active Living [en línea]. 2022;4. 21 p.
10.3389/fspor.2022.799659
2624-9367
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reponame_str COLIBRI
repository.mail.fl_str_mv karina.camps@seciu.edu.uy
repository.name.fl_str_mv COLIBRI - Universidad de la República
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rights_invalid_str_mv Licencia Creative Commons Atribución (CC - By 4.0)
spelling Gómez García Mariana, Universidad de la República (Uruguay). Instituto Superior de Educación Física. Departamento de Educación Física y Salud; Universidad de la República (Uruguay). Comisión Sectorial de Investigación Científica. Centro Universitario de Investigación, Innovación y Diagnóstico Arterial – Movimiento, Actividad, Salud” (CUiiDARTE-MAS)Torrado Juan, Universidad de la República (Uruguay). Comisión Sectorial de Investigación Científica. Centro Universitario de Investigación, Innovación y Diagnóstico Arterial – Movimiento, Actividad, Salud” (CUiiDARTE-MAS); Albert Einstein College of Medicine (E.E.U.U.). Department of Internal MedicineBia Daniel, Universidad de la República (Uruguay). Facultad de Medicina. Departamento de Fisiología; Universidad de la República (Uruguay). Comisión Sectorial de Investigación Científica. Centro Universitario de Investigación, Innovación y Diagnóstico Arterial – Movimiento, Actividad, Salud” (CUiiDARTE-MAS)Zócalo Yanina, Universidad de la República (Uruguay). Facultad de Medicina. Departamento de Fisiología; Universidad de la República (Uruguay). Comisión Sectorial de Investigación Científica. Centro Universitario de Investigación, Innovación y Diagnóstico Arterial – Movimiento, Actividad, Salud” (CUiiDARTE-MAS)2026-05-25T19:11:49Z2026-05-25T19:11:49Z2022Gómez García M, Torrado J, Bia D y otros. Influence of Epoch Length and Recording Site on the Relationship Between Tri-Axial Accelerometry-Derived Physical Activity Levels and Structural, Functional, and Hemodynamic Properties of Central and Peripheral Arteries. Frontiers in Sports and Active Living [en línea]. 2022;4. 21 p.https://hdl.handle.net/20.500.12008/5519110.3389/fspor.2022.7996592624-9367Background: It remains to be established to what extent physical activity (PA) levels among individuals are independently associated with deviations from the “optimal” state of the arterial system. Accelerometers have been proposed as means to obtain reliable, objective, and more comprehensive data of PA. Decisions at the time of data collection/processing could influence the association between accelerometry-derived indices and arterial properties.Objectives: (i) To identify to what extent the strength of association between arterial properties and accelerometer-derived indices depend on the recording site and/or the epoch length; (ii) to determine whether some arterial characteristics (hemodynamic vs. structural vs. functional) or regions (elastic vs. transitional vs. muscular arteries; central vs. peripheral) have higher levels of association with accelerometry-derived indices.Methods: Physical activity (PA), cardiovascular risk factors (CRFs), and cardiovascular properties were evaluated in 60 volunteers (general population; age: 23–62 years; women: 43%). PA was measured daily for 7 days (free-living situation; triaxial-accelerometers ActiGraph-GT3X+; hip and wrist; “Worn-to-wrist” option) and raw data was converted at epoch lengths of 1, 5, 10, 30, and 60-s. PA-related energy expenditure, daily time in moderate-to-vigorous PA, steps/minute, and counts-per-minute for vector magnitude were calculated. The cardiovascular evaluation included hemodynamic (central and peripheral pressure), structural (diameters and intima-media thickness), and functional (local and regional stiffness) parameters of carotids, femoral, and brachial arteries, and carotid-femoral and carotid-radial pathways. Arterial z-scores were obtained using age-related equations derived from healthy participants not exposed to CRFs (n = 1,688; age: 2–84 years; female: 51.2%) to evaluate at which degree each parameter deviates from the “optimal” value.Methods: In general, hip recordings outperformed those obtained on the wrist regarding the strength of association with arterial parameters. Accelerometer-derived indices and their association with arterial properties vary depending on the recording site and epoch length. PA indices are stronger associated with functional (local) than structural variables and with central than peripheral arteries.Conclusions: Regardless of the PA index, there were independent associations with central artery characteristics, which reinforces that these territories would be the most related to PA levels. Differences in data acquisition and processing could lead to differences in conclusions when addressing the association between accelerometer-derived indices and the cardiovascular system.Submitted by Almiñana María Cecilia (marialminana@gmail.com) on 2026-05-25T13:16:21Z No. of bitstreams: 2 license_rdf: 25630 bytes, checksum: e7132498e7c1fe99f7096667baa99b25 (MD5) Influence of Epoch Length.pdf: 9560835 bytes, checksum: 936449072958921eb435c5cd36328970 (MD5)Approved for entry into archive by Almiñana María Cecilia (marialminana@gmail.com) on 2026-05-25T15:27:12Z (GMT) No. of bitstreams: 2 license_rdf: 25630 bytes, checksum: e7132498e7c1fe99f7096667baa99b25 (MD5) Influence of Epoch Length.pdf: 9560835 bytes, checksum: 936449072958921eb435c5cd36328970 (MD5)Made available in DSpace by Camps Karina (karina.camps@seciu.edu.uy) on 2026-05-25T19:11:49Z (GMT). No. of bitstreams: 2 license_rdf: 25630 bytes, checksum: e7132498e7c1fe99f7096667baa99b25 (MD5) Influence of Epoch Length.pdf: 9560835 bytes, checksum: 936449072958921eb435c5cd36328970 (MD5) Previous issue date: 202221 p.application/pdfenengFrontiers MediaFrontiers in Sports and Active Living. 2022;4Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución (CC - By 4.0)AccelerometryArterial systemCardiovascularEpoch lengthsHipPhysical activityRecording siteWorn on wrist option (ActiLife software)ACELEROMETRÍACADERAEJERCICIO FÍSICOARTERIASSISTEMA CARDIOVASCULARInfluence of Epoch Length and Recording Site on the Relationship Between Tri-Axial Accelerometry-Derived Physical Activity Levels and Structural, Functional, and Hemodynamic Properties of Central and Peripheral ArteriesArtículoinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaGómez García, MarianaTorrado, JuanBia, DanielZócalo, YaninaLICENSElicense.txtlicense.txttext/plain; charset=utf-84267http://localhost:8080/xmlui/bitstream/20.500.12008/55191/5/license.txt6429389a7df7277b72b7924fdc7d47a9MD55CC-LICENSElicense_urllicense_urltext/plain; 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- Universidad de la Repúblicafalse
spellingShingle Influence of Epoch Length and Recording Site on the Relationship Between Tri-Axial Accelerometry-Derived Physical Activity Levels and Structural, Functional, and Hemodynamic Properties of Central and Peripheral Arteries
Gómez García, Mariana
Accelerometry
Arterial system
Cardiovascular
Epoch lengths
Hip
Physical activity
Recording site
Worn on wrist option (ActiLife software)
ACELEROMETRÍA
CADERA
EJERCICIO FÍSICO
ARTERIAS
SISTEMA CARDIOVASCULAR
status_str publishedVersion
title Influence of Epoch Length and Recording Site on the Relationship Between Tri-Axial Accelerometry-Derived Physical Activity Levels and Structural, Functional, and Hemodynamic Properties of Central and Peripheral Arteries
title_full Influence of Epoch Length and Recording Site on the Relationship Between Tri-Axial Accelerometry-Derived Physical Activity Levels and Structural, Functional, and Hemodynamic Properties of Central and Peripheral Arteries
title_fullStr Influence of Epoch Length and Recording Site on the Relationship Between Tri-Axial Accelerometry-Derived Physical Activity Levels and Structural, Functional, and Hemodynamic Properties of Central and Peripheral Arteries
title_full_unstemmed Influence of Epoch Length and Recording Site on the Relationship Between Tri-Axial Accelerometry-Derived Physical Activity Levels and Structural, Functional, and Hemodynamic Properties of Central and Peripheral Arteries
title_short Influence of Epoch Length and Recording Site on the Relationship Between Tri-Axial Accelerometry-Derived Physical Activity Levels and Structural, Functional, and Hemodynamic Properties of Central and Peripheral Arteries
title_sort Influence of Epoch Length and Recording Site on the Relationship Between Tri-Axial Accelerometry-Derived Physical Activity Levels and Structural, Functional, and Hemodynamic Properties of Central and Peripheral Arteries
topic Accelerometry
Arterial system
Cardiovascular
Epoch lengths
Hip
Physical activity
Recording site
Worn on wrist option (ActiLife software)
ACELEROMETRÍA
CADERA
EJERCICIO FÍSICO
ARTERIAS
SISTEMA CARDIOVASCULAR
url https://hdl.handle.net/20.500.12008/55191