The relationship between hourly energy balance and fat mass in female collegiate soccer players
DOI:
https://doi.org/10.14198/jhse.2020.154.02Keywords:
Body composition, Sports nutrition, Athlete, Sport performance, DietAbstract
Introduction: Soccer athletes have better performance if they maintain low fat mass (FM) relative to fat-free mass. Recent evidence suggests that maintenance of energy balance (EB) is associated with lower FM in athletes. Prior studies have used daily EB rather than hourly, but this approach does not consider duration of time athletes spend in EB versus surplus or deficit. Objective: Test the hypotheses that (1) time spent in EB is inversely associated with FM, and (2) athletes with mean hourly EB in the deficit range have lower FM than those in balance or surplus. Methods: Collegiate female soccer players (n = 20) were enrolled in this cross-sectional study. A 3-day diet/activity record was obtained and analysed to estimate EB in hourly increments. Hourly EB was categorized as: Surplus, > 400 kcal EB; Balance, between ± 400 kcal EB; Deficit, < -400 kcal EB. Total hours spent in each category and mean EB (kcals) was calculated from the 3-day period. Bioelectrical Impedance Analysis was used to derive indices of FM (total FM in kg, % fat, fat mass index). Pearson correlations evaluated associations between FM measures and time spent in each EB category. One-way ANOVA with Tukey post-hoc testing was used to assess differences in FM among athletes stratified into surplus, balance, or deficit based on mean hourly EB. Results: Hourly energy deficit was associated with higher FM compared to energy surplus or balance. Conclusion: Female collegiate soccer players who sustain EB during the day, and limit time spent in energy deficit, had lower FM measures.
Funding
National Heart, Lung, and Blood Institute, The National Institute of Diabetes, Digestive, and Kidney DiseasesDownloads
References
Basiotis, P. P., Welsh, S. O., Cronin, F. J., Kelsay, J. L., & Mertz, W. (1987). Number of days of food intake records required to estimate individual and group nutrient intakes with defined confidence. J Nutr, 117(9), 1638-1641. https://doi.org/10.1093/jn/117.9.1638
Benardot, D. (1996). Working with young athletes: views of a nutritionist on the sports medicine team. Int J Sport Nutr, 6(2), 110-120. https://doi.org/10.1123/ijsn.6.2.110
Benardot, D. (2007). Timing of energy and fluid intake: New Concepts for Weight Control and Hydration. ACSM's Health & Fitness Journal, 11(4), 13-19. https://doi.org/10.1249/01.fit.0000281226.23643.de
Bingham, S. A., & Day, N. E. (1997). Using biochemical markers to assess the validity of prospective dietary assessment methods and the effect of energy adjustment. Am J Clin Nutr, 65(4 Suppl), 1130s-1137s. https://doi.org/10.1093/ajcn/65.4.1130s
Bingham, S. A., Gill, C., Welch, A., Day, K., Cassidy, A., Khaw, K. T., . . . Day, N. E. (1994). Comparison of dietary assessment methods in nutritional epidemiology: weighed records v. 24 h recalls, food-frequency questionnaires and estimated-diet records. Br J Nutr, 72(4), 619-643. https://doi.org/10.1079/bjn19940064
Deutz, R. C., Benardot, D., Martin, D. E., & Cody, M. M. (2000). Relationship between energy deficits and body composition in elite female gymnasts and runners. Med Sci Sports Exerc, 32(3), 659-668. https://doi.org/10.1097/00005768-200003000-00017
Devlin, B. L., Kingsley, M., Leveritt, M. D., & Belski, R. (2017). Seasonal Changes in Soccer Players' Body Composition and Dietary Intake Practices. J Strength Cond Res, 31(12), 3319-3326. https://doi.org/10.1519/jsc.0000000000001751
Elliott-Sale, K. J., Tenforde, A. S., Parziale, A. L., Holtzman, B., & Ackerman, K. E. (2018). Endocrine Effects of Relative Energy Deficiency in Sport. Int J Sport Nutr Exerc Metab, 28(4), 335-349. https://doi.org/10.1123/ijsnem.2018-0127
Fahrenholtz, I. L., Sjodin, A., Benardot, D., Tornberg, A. B., Skouby, S., Faber, J., . . . Melin, A. K. (2018). Within-day energy deficiency and reproductive function in female endurance athletes. Scand J Med Sci Sports, 28(3), 1139-1146. https://doi.org/10.1111/sms.13030
Hall, K. D., Heymsfield, S. B., Kemnitz, J. W., Klein, S., Schoeller, D. A., & Speakman, J. R. (2012). Energy balance and its components: implications for body weight regulation. The American Journal of Clinical Nutrition, 95(4), 989-994. https://doi.org/10.3945/ajcn.112.036350
Keay, N., Francis, G., & Hind, K. (2018). Low energy availability assessed by a sport-specific questionnaire and clinical interview indicative of bone health, endocrine profile and cycling performance in competitive male cyclists. BMJ open sport & exercise medicine, 4(1), e000424-e000424. https://doi.org/10.1136/bmjsem-2018-000424
Ma, Y., Olendzki, B. C., Pagoto, S. L., Hurley, T. G., Magner, R. P., Ockene, I. S., . . . Hébert, J. R. (2009). Number of 24-Hour Diet Recalls Needed to Estimate Energy Intake. Ann Epidemiol, 19(8), 553-559. https://doi.org/10.1016/j.annepidem.2009.04.010
Manore, M. M. (2013). Weight management in the performance athlete. Nestle Nutr Inst Workshop Ser, 75, 123-133. https://doi.org/10.1159/000345831
Melzer, K. (2011). Carbohydrate and fat utilization during rest and physical activity. e-SPEN, the European e-Journal of Clinical Nutrition and Metabolism, 6(2), e45-e52. https://doi.org/10.1016/j.eclnm.2011.01.005
Mountjoy, M., Sundgot-Borgen, J., Burke, L., Ackerman, K. E., Blauwet, C., Constantini, N., . . . Budgett, R. (2018). International Olympic Committee (IOC) Consensus Statement on Relative Energy Deficiency in Sport (RED-S): 2018 Update. Int J Sport Nutr Exerc Metab, 28(4), 316-331. https://doi.org/10.1123/ijsnem.2018-0136
Mountjoy, M., Sundgot-Borgen, J., Burke, L., Carter, S., Constantini, N., Lebrun, C., . . . Ljungqvist, A. (2014). The IOC consensus statement: beyond the Female Athlete Triad--Relative Energy Deficiency in Sport (RED-S). Br J Sports Med, 48(7), 491-497. https://doi.org/10.1136/bjsports-2014-093502
Mountjoy, M., Sundgot-Borgen, J., Burke, L., Carter, S., Constantini, N., Lebrun, C., . . . Ljungqvist, A. (2015). Authors' 2015 additions to the IOC consensus statement: Relative Energy Deficiency in Sport (RED-S). Br J Sports Med, 49(7), 417-420. https://doi.org/10.1136/bjsports-2014-094371
Mulligan, K., & Butterfield, G. E. (1990). Discrepancies between energy intake and expenditure in physically active women. Br J Nutr, 64(1), 23-36. https://doi.org/10.1079/bjn19900006
National Research Council Subcommittee on the Tenth Edition of the Recommended Dietary, A. (1989). The National Academies Collection: Reports funded by National Institutes of Health. In Recommended Dietary Allowances: 10th Edition. Washington (DC): National Academies Press (US) Copyright (c) 1989 by the National Academy of Sciences.
Nevill, A., Holder, R., & Watts, A. (2009). The changing shape of "successful" professional footballers. J Sports Sci, 27(5), 419-426. https://doi.org/10.1080/02640410802668676
Nicolozakes, C. P., Schneider, D. K., Rower, B., Borchers, J., & Hewett, T. E. (2017). Influence of Body Composition on Functional Movement Screen Scores in Collegiate Football Players. J Sport Rehabil, 1-21. https://doi.org/10.1123/jsr.2015-0080
Ortega, R. M., Perez-Rodrigo, C., & Lopez-Sobaler, A. M. (2015). Dietary assessment methods: dietary records. Nutr Hosp, 31 Suppl 3, 38-45. https://doi.org/10.3305/nh.2015.31.sup3.8749
Physical Activity Guidelines Advisory Committee report, 2008. To the Secretary of Health and Human Services. Part A: executive summary. (2009). Nutr Rev, 67(2), 114-120. https://doi.org/10.1037/e525442010-001
Rodriguez, N. R., Di Marco, N. M., & Langley, S. (2009). American College of Sports Medicine position stand. Nutrition and athletic performance. Med Sci Sports Exerc, 41(3), 709-731. https://doi.org/10.1249/MSS.0b013e31890eb86
Saltzman, E., & Roberts, S. B. (1995). The role of energy expenditure in energy regulation: findings from a decade of research. Nutr Rev, 53(8), 209-220. https://doi.org/10.1111/j.1753-4887.1995.tb01554.x
Schoenfeld, B. J., Aragon, A. A., & Krieger, J. W. (2015). Effects of meal frequency on weight loss and body composition: a meta-analysis. Nutr Rev, 73(2), 69-82. https://doi.org/10.1093/nutrit/nuu017
Schroder, H., Covas, M. I., Marrugat, J., Vila, J., Pena, A., Alcantara, M., & Masia, R. (2001). Use of a three-day estimated food record, a 72-hour recall and a food-frequency questionnaire for dietary assessment in a Mediterranean Spanish population. Clin Nutr, 20(5), 429-437. https://doi.org/10.1054/clnu.2001.0460
Thompson, J., Manore, M. M., & Skinner, J. S. (1993). Resting metabolic rate and thermic effect of a meal in low- and adequate-energy intake male endurance athletes. Int J Sport Nutr, 3(2), 194-206. https://doi.org/10.1123/ijsn.3.2.194
US Department of Agriculture, A. R. S., Nutrient Data Laboratory (2015). USDA National Nutrient Database for Standard Reference Version 28.
VanItallie, T. B., Yang, M. U., Heymsfield, S. B., Funk, R. C., & Boileau, R. A. (1990). Height-normalized indices of the body's fat-free mass and fat mass: potentially useful indicators of nutritional status. Am J Clin Nutr, 52(6), 953-959. https://doi.org/10.1093/ajcn/52.6.953
Yang, Y. J., Kim, M. K., Hwang, S. H., Ahn, Y., Shim, J. E., & Kim, D. H. (2010). Relative validities of 3-day food records and the food frequency questionnaire. Nutr Res Pract, 4(2), 142-148. https://doi.org/10.4162/nrp.2010.4.2.142
Yuan, C., Wee Kheng, L., & Thiam Chye, L. (2012, 9-11 Jan. 2012). Automatic identification of Frankfurt plane and mid-sagittal plane of skull. Paper presented at the 2012 IEEE Workshop on the Applications of Computer Vision (WACV). https://doi.org/10.1109/wacv.2012.6162994
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