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Development and Validation of an Anthropometric Equation to Predict Fat Mass Percentage in Professional and Semi-Professional Male Futsal Players
This study aimed to (i) characterise the body composition of professional and semi-professional male futsal players, (ii) assess the validity of commonly used equations to estimate FM%, (iii) develop and cross-validate a futsal-specific FM% prediction equation. In a cross-sectional design, 78 adult...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9655567/ https://www.ncbi.nlm.nih.gov/pubmed/36364777 http://dx.doi.org/10.3390/nu14214514 |
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author | Giro, Rita Matias, Catarina N. Campa, Francesco Santos, Diana A. Cavaca, Margarida L. Duque, Pedro Oliveira, Marco Matos, Nuno Vicente, Filipa Pereira, Paula Santos, Heitor O. Tinsley, Grant M. Teixeira, Filipe J. |
author_facet | Giro, Rita Matias, Catarina N. Campa, Francesco Santos, Diana A. Cavaca, Margarida L. Duque, Pedro Oliveira, Marco Matos, Nuno Vicente, Filipa Pereira, Paula Santos, Heitor O. Tinsley, Grant M. Teixeira, Filipe J. |
author_sort | Giro, Rita |
collection | PubMed |
description | This study aimed to (i) characterise the body composition of professional and semi-professional male futsal players, (ii) assess the validity of commonly used equations to estimate FM%, (iii) develop and cross-validate a futsal-specific FM% prediction equation. In a cross-sectional design, 78 adult male futsal players were assessed for body mass, stature, skinfolds, and girths as per the International Society for the Advancement of Kinanthropometry protocol and completed a dual-energy X-ray absorptiometry (DXA) scan for reference body composition data. Using paired-sample t-tests, the FM% from the DXA and nine published equations were compared. New sport-specific models were developed by stepwise multiple regression. Existing equations were cross-validated using the least squares regression, concordance correlation coefficient, and the Bland–Altman analyses. New equations were further cross-validated using the PRESS approach. None of the existing equations accurately predicted the DXA-derived FM% (p < 0.001; R(2) ≤ 0.76, SEE ≥ 1.59; CCC ≤ 0.83; bias = −8.2% to −1.3%, limited agreement, and varying trends). The novel Bettery(®) equation: −0.620 + (0.159 ∗ Σ4SKF [triceps, abdominal, iliac crest, and front thigh (mm)]) + (0.120 ∗ waist girth (cm)), demonstrated a high accuracy (R(2) = 0.85, SEE = 1.32%), a moderate strength of agreement (CCC = 0.92), no bias (0.2%), good agreement (±2.5%), and no trend (r = −0.157; p = 0.170) against the DXA. The Bettery(®) equation is the first to allow for a valid and sport-specific assessment of FM% in male futsal players. |
format | Online Article Text |
id | pubmed-9655567 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96555672022-11-15 Development and Validation of an Anthropometric Equation to Predict Fat Mass Percentage in Professional and Semi-Professional Male Futsal Players Giro, Rita Matias, Catarina N. Campa, Francesco Santos, Diana A. Cavaca, Margarida L. Duque, Pedro Oliveira, Marco Matos, Nuno Vicente, Filipa Pereira, Paula Santos, Heitor O. Tinsley, Grant M. Teixeira, Filipe J. Nutrients Article This study aimed to (i) characterise the body composition of professional and semi-professional male futsal players, (ii) assess the validity of commonly used equations to estimate FM%, (iii) develop and cross-validate a futsal-specific FM% prediction equation. In a cross-sectional design, 78 adult male futsal players were assessed for body mass, stature, skinfolds, and girths as per the International Society for the Advancement of Kinanthropometry protocol and completed a dual-energy X-ray absorptiometry (DXA) scan for reference body composition data. Using paired-sample t-tests, the FM% from the DXA and nine published equations were compared. New sport-specific models were developed by stepwise multiple regression. Existing equations were cross-validated using the least squares regression, concordance correlation coefficient, and the Bland–Altman analyses. New equations were further cross-validated using the PRESS approach. None of the existing equations accurately predicted the DXA-derived FM% (p < 0.001; R(2) ≤ 0.76, SEE ≥ 1.59; CCC ≤ 0.83; bias = −8.2% to −1.3%, limited agreement, and varying trends). The novel Bettery(®) equation: −0.620 + (0.159 ∗ Σ4SKF [triceps, abdominal, iliac crest, and front thigh (mm)]) + (0.120 ∗ waist girth (cm)), demonstrated a high accuracy (R(2) = 0.85, SEE = 1.32%), a moderate strength of agreement (CCC = 0.92), no bias (0.2%), good agreement (±2.5%), and no trend (r = −0.157; p = 0.170) against the DXA. The Bettery(®) equation is the first to allow for a valid and sport-specific assessment of FM% in male futsal players. MDPI 2022-10-27 /pmc/articles/PMC9655567/ /pubmed/36364777 http://dx.doi.org/10.3390/nu14214514 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Giro, Rita Matias, Catarina N. Campa, Francesco Santos, Diana A. Cavaca, Margarida L. Duque, Pedro Oliveira, Marco Matos, Nuno Vicente, Filipa Pereira, Paula Santos, Heitor O. Tinsley, Grant M. Teixeira, Filipe J. Development and Validation of an Anthropometric Equation to Predict Fat Mass Percentage in Professional and Semi-Professional Male Futsal Players |
title | Development and Validation of an Anthropometric Equation to Predict Fat Mass Percentage in Professional and Semi-Professional Male Futsal Players |
title_full | Development and Validation of an Anthropometric Equation to Predict Fat Mass Percentage in Professional and Semi-Professional Male Futsal Players |
title_fullStr | Development and Validation of an Anthropometric Equation to Predict Fat Mass Percentage in Professional and Semi-Professional Male Futsal Players |
title_full_unstemmed | Development and Validation of an Anthropometric Equation to Predict Fat Mass Percentage in Professional and Semi-Professional Male Futsal Players |
title_short | Development and Validation of an Anthropometric Equation to Predict Fat Mass Percentage in Professional and Semi-Professional Male Futsal Players |
title_sort | development and validation of an anthropometric equation to predict fat mass percentage in professional and semi-professional male futsal players |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9655567/ https://www.ncbi.nlm.nih.gov/pubmed/36364777 http://dx.doi.org/10.3390/nu14214514 |
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