Abstract
Studies have shown that subcutaneous fat thickness, muscle thickness, body mass index (BMI) and body fat percentage are all correlated with skin surface temperature (ST). It is known that anthropometric measures such as waist circumference (WC), Waist-to-Hip Ratio (WHR) and BMI are related to body fat percentage and that they can be useful tools to predict it. In this sense, the aim of this study was to analyze correlations between anthropometric measures and skin temperature, at rest and after a CrossFit® training workout. The sample was composed of 19 CrossFit® training practitioners (12 males and 7 females) with a 3-month experience minimum. Spearman’s rho correlation coefficient among anthropometric measures (BMI, WC, WHR) and all variables of temperature was calculated. Our results showed that, in resting conditions, waist circumference, BMI and WHR are not closely related with ST of limbs, thorax, abdomen and the back. After exercise, the most significant correlations found for men, except for one, were positive, while all significant correlations found for women were negative. It can be concluded that the correlations between anthropometric measurements and skin temperature are improved after physical exercise. The anthropometric measures studied (BMI, WC, WHR) showed moderate correlations with different body regions after exercise, in male volunteers. For females, WHR was the measure that best correlated with skin temperature after exercise, presenting strong correlations with 10 of the 26 ROIs studied.
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References
Neves EB, Vilaça-Alves J, Nogueira IRA, Reis VM (2015) Influence of subcutaneous fat layer in skin temperature. Motricidade 11(4):120–126. https://doi.org/10.6063/motricidade.5999
Neves EB, Moreira TR, Lemos RJ, Vilaça-Alves J, Rosa C, Reis VM (2015) The influence of subcutaneous fat in the skin temperature variation rate during exercise. Res Biomed Eng 31(4):307–312. https://doi.org/10.1590/2446-4740.0805
Neves E, Bandeira F, Ulbricht L, Vilaça-Alves J, Reis V (2015) Influence of muscle cross-sectional area in skin temperature. In: Proceedings of the international conference on bioimaging. SCITEPRESS—Science and Technology Publications, Lisboa, pp 64–68. https://doi.org/10.5220/0005181500640068
Neves EB, Moreira TR, Lemos R, Vilaça-Alves J, Rosa C, Reis VM (2015) Using skin temperature and muscle thickness to assess muscle response to strength training. Rev Bras Med Esp 21(5):350–354. https://doi.org/10.1590/1517-869220152105151293
Chudecka M, Lubkowska A (2016) Thermal imaging of body surface temperature distribution in women with anorexia nervosa. Eur Eat Disord Rev 24(1):57–61. https://doi.org/10.1002/erv.2388
Chudecka M, Lubkowska A (2015) Thermal maps of young women and men. Infrared Phys Technol 69(3):81–87. https://doi.org/10.1016/j.infrared.2015.01.012
Chudecka M, Lubkowska A, Kempińska-Podhorodecka A (2014) Body surface temperature distribution in relation to body composition in obese women. J Therm Biol 43(7):1–6. https://doi.org/10.1016/j.jtherbio.2014.03.001
Savastano DM, Gorbach AM, Eden HS, Brady SM, Reynolds JC, Yanovski JA (2009) Adiposity and human regional body temperature. Am J Clin Nutr 90(5):1124–1131. https://doi.org/10.3945/ajcn.2009.27567
Salamunes ACC, Stadnik AMW, Neves EB (2017) The effect of body fat percentage and body fat distribution on skin surface temperature with infrared thermography. J Therm Biol 66:1–9. https://doi.org/10.1016/j.jtherbio.2017.03.006
Neves EB, Salamunes ACC, de Oliveira RM, Stadnik AMW (2017) Effect of body fat and gender on body temperature distribution. J Therm Biol 70:1–8. https://doi.org/10.1016/j.jtherbio.2017.10.017
Salamunes ACC, Stadnik AMW, Neves EB (2018) Estimation of female body fat percentage based on body circumferences. Rev Bras Med Esp 24(2):97–101. https://doi.org/10.1590/1517-869220182402181175
Chudecka M, Lubkowska A (2012) The use of thermal imaging to evaluate body temperature changes of athletes during training and a study on the impact of physiological and morphological factors on skin temperature. Hum Mov 13(1):33–39. https://doi.org/10.2478/v10038-012-0002-9
Ludwig N, Trecroci A, Gargano M, Formenti D, Bosio A, Rampinini E, Alberti G (2016) Thermography for skin temperature evaluation during dynamic exercise: a case study on an incremental maximal test in elite male cyclists. Appl Opt 55(34):D126–D130. https://doi.org/10.1364/AO.55.00D126
Mota Júnior RJ, Oliveira RAR, Resende MFF, Lima LM, Franceschini SdCC, Marins JCB (2017) Obesity and association of anthropometric indicators with risk factors in teachers. Rev Bras Cineantropometria Desempenho Hum 19(6):720–729. https://doi.org/10.5007/1980-0037.2017v19n6p720
Neves EB, Salamunes ACC, Stadnik AM (2018) Mathematical model for body fat percentage in military using thermal imaging and circumferences. In: 2018 40th annual international conference of the IEEE Engineering in Medicine and Biology Society (EMBC). https://doi.org/10.1109/EMBC.2018.8512280
Acknowledgements
We would like to say thanks to the Brazilian National Council for Scientific and Technological Development (CNPq) for financial support (303678/2018-6).
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Neves, E.B., Salamunes, A.C.C., De Meneck, F., Martinez, E.C., Reis, V.M. (2022). Correlations Between Anthropometric Measurements and Skin Temperature, at Rest and After a CrossFit® Training Workout. In: Bastos-Filho, T.F., de Oliveira Caldeira, E.M., Frizera-Neto, A. (eds) XXVII Brazilian Congress on Biomedical Engineering. CBEB 2020. IFMBE Proceedings, vol 83. Springer, Cham. https://doi.org/10.1007/978-3-030-70601-2_233
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