Fat-Free Mass and Bone Mineral Density of Young Soccer Players: Proposal of Equations Based on Anthropometric Variables

BackgroundThe assessment of body composition may assist in optimizing competitive efficiency and monitoring the success of training regimes for young soccer players. The purpose of this study was to determine the predictors for Fat-Free Mass (FFM) and Bone Mineral Density (BMD) of young soccer playe...

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Main Authors: Rossana Gomez-Campos, Thiago Santi-Maria, Miguel Arruda, Thiago Maldonado, Altamiro Albernaz, Marco Schiavo, Marco Cossio-Bolaños
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-03-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpsyg.2019.00522/full
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author Rossana Gomez-Campos
Thiago Santi-Maria
Miguel Arruda
Thiago Maldonado
Altamiro Albernaz
Marco Schiavo
Marco Cossio-Bolaños
author_facet Rossana Gomez-Campos
Thiago Santi-Maria
Miguel Arruda
Thiago Maldonado
Altamiro Albernaz
Marco Schiavo
Marco Cossio-Bolaños
author_sort Rossana Gomez-Campos
collection DOAJ
description BackgroundThe assessment of body composition may assist in optimizing competitive efficiency and monitoring the success of training regimes for young soccer players. The purpose of this study was to determine the predictors for Fat-Free Mass (FFM) and Bone Mineral Density (BMD) of young soccer players. Also, the goal was to propose regression equations to estimate FFM and BDM through anthropometric variables.MethodsOne hundred and sixty-seven young soccer players ages 10.0 to 19.9 years old were studied. Weight, height, trunk-cephalic length, right arm circumference, diameter of the humerus, and length of the foot were assessed. FFM and BDM were determined by using dual X-ray absorptiometry (DXA). Maturity status using Peak Height Velocity (PHV) was calculated.ResultsMaturity status, weight, and circumference of the relaxed arm positively related to the FFM (R2 = 41–66%). Similarly, PHV, weight, diameter of the humerus, and length of the foot explained BDM in both groups of soccer players (goalkeepers and filed players) (R2 = 45–82%). Six equations to predict FFM (R2 = 62–69%) and six to predict BDM (R2 = 69–90%) were created. Chronological age had a limited use for predicting FFM and BDM.ConclusionResults suggested the use and application of the regression equations as a non-invasive alternative for everyday use in soccer clubs.
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spelling doaj.art-4499bd9680f449d6a138ab6f133f57e92022-12-22T01:25:31ZengFrontiers Media S.A.Frontiers in Psychology1664-10782019-03-011010.3389/fpsyg.2019.00522432158Fat-Free Mass and Bone Mineral Density of Young Soccer Players: Proposal of Equations Based on Anthropometric VariablesRossana Gomez-Campos0Thiago Santi-Maria1Miguel Arruda2Thiago Maldonado3Altamiro Albernaz4Marco Schiavo5Marco Cossio-Bolaños6Universidad Autónoma de Chile, Talca, ChileFaculty of Physical Education, State University of Campinas, Campinas, BrazilFaculty of Physical Education, State University of Campinas, Campinas, BrazilFaculty of Physical Education, State University of Campinas, Campinas, BrazilSociedade Esportiva Palmeiras, São Paulo, BrazilSociedade Esportiva Palmeiras, São Paulo, BrazilDepartment of Physical Activity Sciences, Faculty of Education Sciences, Catholic University of the Maule, Talca, ChileBackgroundThe assessment of body composition may assist in optimizing competitive efficiency and monitoring the success of training regimes for young soccer players. The purpose of this study was to determine the predictors for Fat-Free Mass (FFM) and Bone Mineral Density (BMD) of young soccer players. Also, the goal was to propose regression equations to estimate FFM and BDM through anthropometric variables.MethodsOne hundred and sixty-seven young soccer players ages 10.0 to 19.9 years old were studied. Weight, height, trunk-cephalic length, right arm circumference, diameter of the humerus, and length of the foot were assessed. FFM and BDM were determined by using dual X-ray absorptiometry (DXA). Maturity status using Peak Height Velocity (PHV) was calculated.ResultsMaturity status, weight, and circumference of the relaxed arm positively related to the FFM (R2 = 41–66%). Similarly, PHV, weight, diameter of the humerus, and length of the foot explained BDM in both groups of soccer players (goalkeepers and filed players) (R2 = 45–82%). Six equations to predict FFM (R2 = 62–69%) and six to predict BDM (R2 = 69–90%) were created. Chronological age had a limited use for predicting FFM and BDM.ConclusionResults suggested the use and application of the regression equations as a non-invasive alternative for everyday use in soccer clubs.https://www.frontiersin.org/article/10.3389/fpsyg.2019.00522/fullsoccerequationsbone mineral densityfat-free massyoung people
spellingShingle Rossana Gomez-Campos
Thiago Santi-Maria
Miguel Arruda
Thiago Maldonado
Altamiro Albernaz
Marco Schiavo
Marco Cossio-Bolaños
Fat-Free Mass and Bone Mineral Density of Young Soccer Players: Proposal of Equations Based on Anthropometric Variables
Frontiers in Psychology
soccer
equations
bone mineral density
fat-free mass
young people
title Fat-Free Mass and Bone Mineral Density of Young Soccer Players: Proposal of Equations Based on Anthropometric Variables
title_full Fat-Free Mass and Bone Mineral Density of Young Soccer Players: Proposal of Equations Based on Anthropometric Variables
title_fullStr Fat-Free Mass and Bone Mineral Density of Young Soccer Players: Proposal of Equations Based on Anthropometric Variables
title_full_unstemmed Fat-Free Mass and Bone Mineral Density of Young Soccer Players: Proposal of Equations Based on Anthropometric Variables
title_short Fat-Free Mass and Bone Mineral Density of Young Soccer Players: Proposal of Equations Based on Anthropometric Variables
title_sort fat free mass and bone mineral density of young soccer players proposal of equations based on anthropometric variables
topic soccer
equations
bone mineral density
fat-free mass
young people
url https://www.frontiersin.org/article/10.3389/fpsyg.2019.00522/full
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