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Comprehensive training load monitoring with biomarkers, performance testing, local positioning data, and questionnaires - first results from elite youth soccer

Load management, i.e., prescribing, monitoring, and adjusting training load, is primarily aimed at preventing injury and maximizing performance. The search for objective monitoring tools to assess the external and internal load of athletes is of great interest for sports science research. In this 4-...

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Autores principales: Haller, Nils, Blumkaitis, Julia C., Strepp, Tilmann, Schmuttermair, Anna, Aglas, Lorenz, Simon, Perikles, Neuberger, Elmo, Kranzinger, Christina, Kranzinger, Stefan, O’Brien, James, Ergoth, Bernd, Raffetseder, Stefan, Fail, Christian, Düring, Manfred, Stöggl, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9573975/
https://www.ncbi.nlm.nih.gov/pubmed/36262260
http://dx.doi.org/10.3389/fphys.2022.1000898
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author Haller, Nils
Blumkaitis, Julia C.
Strepp, Tilmann
Schmuttermair, Anna
Aglas, Lorenz
Simon, Perikles
Neuberger, Elmo
Kranzinger, Christina
Kranzinger, Stefan
O’Brien, James
Ergoth, Bernd
Raffetseder, Stefan
Fail, Christian
Düring, Manfred
Stöggl, Thomas
author_facet Haller, Nils
Blumkaitis, Julia C.
Strepp, Tilmann
Schmuttermair, Anna
Aglas, Lorenz
Simon, Perikles
Neuberger, Elmo
Kranzinger, Christina
Kranzinger, Stefan
O’Brien, James
Ergoth, Bernd
Raffetseder, Stefan
Fail, Christian
Düring, Manfred
Stöggl, Thomas
author_sort Haller, Nils
collection PubMed
description Load management, i.e., prescribing, monitoring, and adjusting training load, is primarily aimed at preventing injury and maximizing performance. The search for objective monitoring tools to assess the external and internal load of athletes is of great interest for sports science research. In this 4-week pilot study, we assessed the feasibility and acceptance of an extensive monitoring approach using biomarkers, neuromuscular performance, and questionnaires in an elite youth soccer setting. Eight male players (mean ± SD: age: 17.0 ± 0.6 years, weight: 69.6 ± 8.2 kg, height: 177 ± 7 cm, VO(2max): 62.2 ± 3.8 ml/min/kg) were monitored with a local positioning system (e.g., distance covered, sprints), biomarkers (cell-free DNA, creatine kinase), questionnaires, neuromuscular performance testing (counter-movement jump) and further strength testing (Nordic hamstring exercise, hip abduction and adduction). Feasibility was high with no substantial impact on the training routine and no adverse events such as injuries during monitoring. Adherence to the performance tests was high, but adherence to the daily questionnaires was low, and decreased across the study period. Occasional significant correlations were observed between questionnaire scores and training load data, as well as between questionnaire scores and neuromuscular performance. However, due to the small sample size, these findings should be treated with caution. These preliminary results highlight the feasibility of the approach in elite soccer, but also indicate that modifications are needed in further large-scale studies, particularly in relation to the length of the questionnaire.
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spelling pubmed-95739752022-10-18 Comprehensive training load monitoring with biomarkers, performance testing, local positioning data, and questionnaires - first results from elite youth soccer Haller, Nils Blumkaitis, Julia C. Strepp, Tilmann Schmuttermair, Anna Aglas, Lorenz Simon, Perikles Neuberger, Elmo Kranzinger, Christina Kranzinger, Stefan O’Brien, James Ergoth, Bernd Raffetseder, Stefan Fail, Christian Düring, Manfred Stöggl, Thomas Front Physiol Physiology Load management, i.e., prescribing, monitoring, and adjusting training load, is primarily aimed at preventing injury and maximizing performance. The search for objective monitoring tools to assess the external and internal load of athletes is of great interest for sports science research. In this 4-week pilot study, we assessed the feasibility and acceptance of an extensive monitoring approach using biomarkers, neuromuscular performance, and questionnaires in an elite youth soccer setting. Eight male players (mean ± SD: age: 17.0 ± 0.6 years, weight: 69.6 ± 8.2 kg, height: 177 ± 7 cm, VO(2max): 62.2 ± 3.8 ml/min/kg) were monitored with a local positioning system (e.g., distance covered, sprints), biomarkers (cell-free DNA, creatine kinase), questionnaires, neuromuscular performance testing (counter-movement jump) and further strength testing (Nordic hamstring exercise, hip abduction and adduction). Feasibility was high with no substantial impact on the training routine and no adverse events such as injuries during monitoring. Adherence to the performance tests was high, but adherence to the daily questionnaires was low, and decreased across the study period. Occasional significant correlations were observed between questionnaire scores and training load data, as well as between questionnaire scores and neuromuscular performance. However, due to the small sample size, these findings should be treated with caution. These preliminary results highlight the feasibility of the approach in elite soccer, but also indicate that modifications are needed in further large-scale studies, particularly in relation to the length of the questionnaire. Frontiers Media S.A. 2022-10-03 /pmc/articles/PMC9573975/ /pubmed/36262260 http://dx.doi.org/10.3389/fphys.2022.1000898 Text en Copyright © 2022 Haller, Blumkaitis, Strepp, Schmuttermair, Aglas, Simon, Neuberger, Kranzinger, Kranzinger, O’Brien, Ergoth, Raffetseder, Fail, Düring and Stöggl. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Physiology
Haller, Nils
Blumkaitis, Julia C.
Strepp, Tilmann
Schmuttermair, Anna
Aglas, Lorenz
Simon, Perikles
Neuberger, Elmo
Kranzinger, Christina
Kranzinger, Stefan
O’Brien, James
Ergoth, Bernd
Raffetseder, Stefan
Fail, Christian
Düring, Manfred
Stöggl, Thomas
Comprehensive training load monitoring with biomarkers, performance testing, local positioning data, and questionnaires - first results from elite youth soccer
title Comprehensive training load monitoring with biomarkers, performance testing, local positioning data, and questionnaires - first results from elite youth soccer
title_full Comprehensive training load monitoring with biomarkers, performance testing, local positioning data, and questionnaires - first results from elite youth soccer
title_fullStr Comprehensive training load monitoring with biomarkers, performance testing, local positioning data, and questionnaires - first results from elite youth soccer
title_full_unstemmed Comprehensive training load monitoring with biomarkers, performance testing, local positioning data, and questionnaires - first results from elite youth soccer
title_short Comprehensive training load monitoring with biomarkers, performance testing, local positioning data, and questionnaires - first results from elite youth soccer
title_sort comprehensive training load monitoring with biomarkers, performance testing, local positioning data, and questionnaires - first results from elite youth soccer
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9573975/
https://www.ncbi.nlm.nih.gov/pubmed/36262260
http://dx.doi.org/10.3389/fphys.2022.1000898
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