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Prediction of Somatotype from Bioimpedance Analysis in Elite Youth Soccer Players

Author

Listed:
  • Francesco Campa

    (Department for Life Quality Studies, University of Bologna, 47921 Rimini, Italy)

  • Catarina N. Matias

    (Faculdade de Educação Física e Desporto, Universidade Lusófona, 1749-024 Lisboa, Portugal
    CIPER—Interdisciplinary Center for the Study of Human Performance, Faculty Human Kinetics, University of Lisbon, 1495-751 Lisboa, Portugal
    Bioperformance & Nutrition Research Unit, Ingrediente Métrico S.A., 2740-262 Lisbon, Portugal)

  • Pantelis T. Nikolaidis

    (School of Health and Caring Sciences, University of West Attica, 12243 Athens, Greece)

  • Henry Lukaski

    (Department of Kinesiology and Public Health Education, Hyslop Sports Center, University of North Dakota, Grand Forks, ND 58202, USA)

  • Jacopo Talluri

    (Department of clinical research and development, Akern Ltd., 56121 Pisa, Italy)

  • Stefania Toselli

    (Department of Biomedical and Neuromotor Sciences, University of Bologna, 40126 Bologna, Italy)

Abstract

The accurate body composition assessment comprises several variables, causing it to be a time consuming evaluation as well as requiring different and sometimes costly measurement instruments. The aim of this study was to develop new equations for the somatotype prediction, reducing the number of normal measurements required by the Heath and Carter approach. A group of 173 male soccer players (age, 13.6 ± 2.2 years, mean ± standard deviation; body mass index, BMI, 19.9 ± 2.5 kg/m 2 ), members of the academy of a professional Italian soccer team participating in the first division (Serie A), participated in this study. Bioelectrical impedance analysis (BIA) was performed using the single frequency of 50 kHz and fat-free mass (FFM) was calculated using a BIA specific, impedance based equation. Somatotype components were estimated according to the Heath-Carter method. The participants were randomly split into development ( n = 117) and validation groups ( n = 56). New anthropometric and BIA based models were developed (endomorphy = −1.953 − 0.011 × stature 2 /resistance + 0.135 × BMI + 0.232 × triceps skinfold, R 2 = 0.86, SEE = 0.28; mesomorphy = 6.848 + 0.138 × phase angle + 0.232 × contracted arm circumference + 0.166 × calf circumference − 0.093 × stature, R 2 = 0.87, SEE = 0.40; ectomorphy = −5.592 − 38.237 × FFM/stature + 0.123 × stature, R 2 = 0.86, SEE = 0.37). Cross validation revealed R 2 of 0.84, 0.80, and 0.87 for endomorphy, mesomorphy, and ectomorphy, respectively. The new proposed equations allow for the integration of the somatotype assessment into BIA, reducing the number of collected measurements, the instruments used, and the time normally required to obtain a complete body composition analysis.

Suggested Citation

  • Francesco Campa & Catarina N. Matias & Pantelis T. Nikolaidis & Henry Lukaski & Jacopo Talluri & Stefania Toselli, 2020. "Prediction of Somatotype from Bioimpedance Analysis in Elite Youth Soccer Players," IJERPH, MDPI, vol. 17(21), pages 1-10, November.
    • Handle: RePEc:gam:jijerp:v:17:y:2020:i:21:p:8176-:d:440444
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    References listed on IDEAS

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    1. Francesco Campa & Analiza M. Silva & Catarina N. Matias & Cristina P. Monteiro & Antonio Paoli & João Pedro Nunes & Jacopo Talluri & Henry Lukaski & Stefania Toselli, 2020. "Body Water Content and Morphological Characteristics Modify Bioimpedance Vector Patterns in Volleyball, Soccer, and Rugby Players," IJERPH, MDPI, vol. 17(18), pages 1-12, September.
    2. Francesco Campa & Catarina Matias & Hannes Gatterer & Stefania Toselli & Josely C. Koury & Angela Andreoli & Giovanni Melchiorri & Luis B. Sardinha & Analiza M. Silva, 2019. "Classic Bioelectrical Impedance Vector Reference Values for Assessing Body Composition in Male and Female Athletes," IJERPH, MDPI, vol. 16(24), pages 1-12, December.
    3. Francesco Campa & Analiza M. Silva & Jacopo Talluri & Catarina N. Matias & Georgian Badicu & Stefania Toselli, 2020. "Somatotype and Bioimpedance Vector Analysis: A New Target Zone for Male Athletes," Sustainability, MDPI, vol. 12(11), pages 1-13, May.
    4. Cristóbal Sánchez Muñoz & José J. Muros & Óscar López Belmonte & Mikel Zabala, 2020. "Anthropometric Characteristics, Body Composition and Somatotype of Elite Male Young Runners," IJERPH, MDPI, vol. 17(2), pages 1-10, January.
    5. Francesco Campa & Analiza Monica Silva & Vincenzo Iannuzzi & Gabriele Mascherini & Luca Benedetti & Stefania Toselli, 2019. "The Role of Somatic Maturation on Bioimpedance Patterns and Body Composition in Male Elite Youth Soccer Players," IJERPH, MDPI, vol. 16(23), pages 1-11, November.
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