Calculating Load and Intensity Using Muscle Oxygen Saturation Data

dc.contributor.affiliationUniversidad de Extremadura
dc.contributor.affiliationUniversidad Andres Bello
dc.contributor.affiliationUniversidad de Las Americas - Chile
dc.contributor.authorVasquez-Bonilla, Aldo
dc.contributor.authorYáñez-Sepúlveda, Rodrigo
dc.contributor.authorGómez-Carmona, Carlos D.
dc.contributor.authorOlcina, Guillermo
dc.contributor.authorOlivares-Arancibia, Jorge
dc.contributor.authorRojas-Valverde, Daniel
dc.date.accessioned2025-04-12T22:12:23Z
dc.date.available2025-04-12T22:12:23Z
dc.date.issued2024-04-22
dc.description.abstractThe study aimed to calculate training intensity and load using muscle oxygen saturation (SmO2) during two differentiated physical tasks. 29 university athletes participated in a 40-m Maximal Shuttle Run Test (MST, 10 × 40-m with 30 s recovery between sprints) and a 3000-m time trial run. Distance and time were used to calculate external load (EL). Internal load indicators were calculated based on percentage of maximum heart rate (%HRMAX) and SmO2 variables: muscle oxygen extraction (∇%SmO2) and the cardio-muscle oxygen index (CMOI) was also provided by relating ∇%SmO2 ÷ %HRMAX, and the training load were calculated as the product of speed (m/min × IL) and the efficiency index [Effindex (m/min ÷ IL)]. A student t test was applied based on Bayesian factor analysis. As expected, EL differed in the 40-m MST (331 ± 22.8) vs. 3000-m trials (222 ± 56.8) [BF10 = 6.25e+6; p = <0.001]. Likewise, IL showed higher values in 40-m MST (39.20 ± 15.44) vs. 3000-m (30.51 ± 8.67) in CMOI: [BF10 = 1.70; p = 0.039]. Training load was greater in 40-m MST (85.77 ± 27.40) vs. 3000-m (15.55 ± 6.77) [(m/min × ∇%SmO2): BF10 = 12.5; p = 0.003] and 40-m MST (129.27 ± 49.44) vs. 3000-m (70.63 ± 32.98) [(m/min × CMOI): BF10 = 169.6; p = <0.001]. Also, the Effindex was higher in 40-m MST (10.19 ± 4.17) vs. 3000-m (6.06 ± 2.21) [(m/min × ∇%SmO2): BF10 = 137.03; p = <0.001] and 40-m MST (9.69 ± 4.11) vs. 3000-m (7.55 ± 1.87) [(m/min × CMOI): BF10 = 1.86; p = 0.035]. This study demonstrates calculations of training intensity and load based on SmO2 as an internal load indicator along with speed as an external load indicator during two differentiated exercises.
dc.description.sponsorshipVice-Rectory of Universidad Nacional de CostaRica; Spanish University System (Spanish Ministry of universities) - European Union-NextGenerationEU; This research received funding from the Vice-Rectory of Universidad Nacional de CostaRica and the postdoctoral contract Margarita Salas reference MS-35 (University of Extremadura) from the program of requalification of the Spanish University System (Spanish Ministry of universities)financed by the European Union-NextGenerationEU.
dc.format.mimetypeapplication/pdf
dc.identifier.citationSports, 12(4), 113. https://doi.org/10.3390/sports12040113
dc.identifier.doihttps://doi.org/10.3390/sports12040113
dc.identifier.issn2075-4663
dc.identifier.orcidhttps://orcid.org/0000-0002-5319-086X
dc.identifier.orcidhttps://orcid.org/0000-0002-9311-6576
dc.identifier.orcidhttps://orcid.org/0000-0002-4084-8124
dc.identifier.orcidhttps://orcid.org/0000-0002-8256-0882
dc.identifier.orcidhttps://orcid.org/0000-0002-0717-8827
dc.identifier.pmid38668581
dc.identifier.researcheridQ-8584-2016
dc.identifier.researcheridF-7313-2016
dc.identifier.researcheridG-8045-2015
dc.identifier.researcheridHII-5486-2022
dc.identifier.researcheridHFZ-9707-2022
dc.identifier.rorhttps://ror.org/0174shg90
dc.identifier.rorhttps://ror.org/01qq57711
dc.identifier.rorhttps://ror.org/01t466c14
dc.identifier.rorhttps://ror.org/0166e9x11
dc.identifier.scopusauthorid57192810947
dc.identifier.scopusauthorid57191875417
dc.identifier.scopusauthorid57199400943
dc.identifier.scopusauthorid15751462000
dc.identifier.scopusauthorid57205271934
dc.identifier.scopusauthorid57193240720
dc.identifier.urihttps://repositorio.udla.cl/handle/udla/1694
dc.language.isoeng
dc.publisherMDPI AG
dc.relation.fundingUniversidad Nacional de Costa Rica, UNA
dc.relation.fundingUniversidad de Extremadura, UEx
dc.relation.fundingMargarita Salas reference MS-35
dc.relation.fundingSpanish University System
dc.relation.fundingEuropean Union-NextGenerationEU
dc.relation.fundingVice-Rectory of Universidad Nacional de CostaRica
dc.relation.fundingSpanish University System (Spanish Ministry of universities) - European Union-NextGenerationEU
dc.relation.isindexedbyWeb of Science
dc.relation.issn2075-4663
dc.rightsCreative Commons Attribution 4.0 International
dc.rights.accessrightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.sourceSPORTS
dc.source.urihttps://www.mdpi.com/2075-4663/12/4/113
dc.subjectmuscle oxygenation
dc.subjecttraining load
dc.subjectexercise efficiency
dc.subjectexercise physiology and physical performance
dc.subject.oecd13 Ciencias Médicas y de la Salud
dc.subject.oecd23.3 Ciencias de la Salud
dc.subject.oecd33.3.11 Ciencias del Deporte y Acondicionamiento Físico
dc.titleCalculating Load and Intensity Using Muscle Oxygen Saturation Data
dc.title.alternativeCalculating Load and Intensity Using Muscle Oxygen Saturation Data.
dc.typejournal article
dc.type.coarhttp://purl.org/coar/resource_type/c_6501
dc.type.driverinfo:eu-repo/semantics/article
oaire.citation.issue4
oaire.citation.titleSPORTS
oaire.citation.volume12
udla.curacion.controljmvg
udla.oecd.area3 Ciencias Médicas y de la Salud
udla.oecd.discipline3.3.11 Ciencias del Deporte y Acondicionamiento Físico
udla.oecd.subarea3.3 Ciencias de la Salud

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