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Published in: Journal of the International Society of Sports Nutrition 1/2018

Open Access 01-12-2018 | Research article

Estimation of energy balance and training volume during Army Initial Entry Training

Authors: Jeremy McAdam, Kaitlin McGinnis, Rian Ory, Kaelin Young, Andrew D. Frugé, Michael Roberts, JoEllen Sefton

Published in: Journal of the International Society of Sports Nutrition | Issue 1/2018

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Abstract

Background

Adequate dietary intake is important for promoting adaptation and prevention of musculoskeletal injury in response to large volumes of physical training such as Army Initial Entry Training (IET). The purpose of this study was to evaluate training volume and dietary intake and estimate energy balance in Army IET soldiers.

Methods

Dietary intake was assessed by collecting diet logs for three meals on each of three, non-consecutive days during the first week of IET. Training volume was measured across 13 weeks of training using Actigraph wGT3X accelerometers. Training intensity was classified using Sasaki vector magnitude three cut points. Energy expenditure estimates were calculated during weeks two and three of training using the modified Harris-Benedict equation and by estimation of active energy expenditure using metabolic equivalents for each classification of physical activity. All data is presented as mean ± standard deviation.

Results

A total of 111 male soldiers (ht. = ± 173 ± 5.8 cm, age = 19 ± 2 years, mass = 71.6. ± 12.4 kg) completed diet logs and were monitored with Actigraphs. IET soldiers performed on average 273 ± 62 min low, 107 ± 42 min moderate, 26 ± 22 min vigorous, and 10 ± 21 min of very vigorous intensity physical activity daily across 13 weeks. The estimated total daily energy expenditure was on average 3238 ± 457 kcals/d during weeks two and three of IET. Compared to week one caloric intake, there was a caloric deficit of 595 ± 896 kcals/d on average during weeks two and three of IET. Regression analysis showed that body weight was a significant predictor for negative energy balance (adj. R2 = 0.54, p < 0.001), whereby a 1 kg increase in body mass was associated with a 53 kcal energy deficit.

Conclusions

Based on week one dietary assessment, IET soldiers did not consume adequate calories and nutrients to meet training needs during red phase (weeks one through three). This may directly affect soldier performance and injury frequency. IET soldiers undergo rigorous training, and these data may help direct future guidelines for adequate nourishment to optimize soldier health and performance.
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Literature
1.
go back to reference Brownson R, Boehmer T, Luke D. Declining rates of physical activity in the United States: what are the contributors? Annu Rev Public Health. 2005;26:421–43.CrossRef Brownson R, Boehmer T, Luke D. Declining rates of physical activity in the United States: what are the contributors? Annu Rev Public Health. 2005;26:421–43.CrossRef
2.
go back to reference Molloy J, Feltwell D, Scott S, Niebuhr D. Physical training injuries and interventions for military recruits. Mil Med. 2012;177(5):553–8.CrossRef Molloy J, Feltwell D, Scott S, Niebuhr D. Physical training injuries and interventions for military recruits. Mil Med. 2012;177(5):553–8.CrossRef
3.
go back to reference Jones BH, Cowan DN, Tomlinson JP, Robinson JR, Polly DW, Frykman PN. Epidemiology of injuries associated with physical training among young men in the army. Med Sci Sports Exerc. 1993;25(2):197-203.CrossRef Jones BH, Cowan DN, Tomlinson JP, Robinson JR, Polly DW, Frykman PN. Epidemiology of injuries associated with physical training among young men in the army. Med Sci Sports Exerc. 1993;25(2):197-203.CrossRef
4.
go back to reference Jones B, Thacker S, Gilchrist J, Kimsey C Jr, Sosin D. Prevention of lower extremity stress fractures in athletes and soldiers: a systematic review. Epidemiol Rev. 2002;24(2):228–47.CrossRef Jones B, Thacker S, Gilchrist J, Kimsey C Jr, Sosin D. Prevention of lower extremity stress fractures in athletes and soldiers: a systematic review. Epidemiol Rev. 2002;24(2):228–47.CrossRef
5.
go back to reference Lisman P, O'Connor FG, Deuster PA, Knapik JJ. Functional movement screen and aerobic fitness predict injuries in military training. Med Sci Sports Exerc. 2013;45(4):636–43.CrossRef Lisman P, O'Connor FG, Deuster PA, Knapik JJ. Functional movement screen and aerobic fitness predict injuries in military training. Med Sci Sports Exerc. 2013;45(4):636–43.CrossRef
6.
go back to reference Shaffer R, Brodine S, Almeida S, Williams K, Ronaghy S. Use of simple measures of physical activity to predict stress fractures in young men undergoing a rigorous physical training program. Am J Epidemiol. 1999;149(3):236–42.CrossRef Shaffer R, Brodine S, Almeida S, Williams K, Ronaghy S. Use of simple measures of physical activity to predict stress fractures in young men undergoing a rigorous physical training program. Am J Epidemiol. 1999;149(3):236–42.CrossRef
7.
go back to reference Teyhen D: Professional soldier athlete: the cornerstone of strategic Landpower’s human dimension. United States Army War College; 2014. Teyhen D: Professional soldier athlete: the cornerstone of strategic Landpower’s human dimension. United States Army War College; 2014.
8.
go back to reference Knapik J, Daniels W, Murphy M, Fitzgerald P, Drews F, Vogel J. Physiological factors in infantry operations. Eur J Appl Physiol Occup Physiol. 1990;60(3):233–8.CrossRef Knapik J, Daniels W, Murphy M, Fitzgerald P, Drews F, Vogel J. Physiological factors in infantry operations. Eur J Appl Physiol Occup Physiol. 1990;60(3):233–8.CrossRef
9.
go back to reference Knapik J, Rieger W, Palkoska F, van Camp S, Darakjy S. United States Army physical readiness training: rationale and evaluation of the physical training doctrine. J Strength Cond Res. 2009;23(4):1353–62.CrossRef Knapik J, Rieger W, Palkoska F, van Camp S, Darakjy S. United States Army physical readiness training: rationale and evaluation of the physical training doctrine. J Strength Cond Res. 2009;23(4):1353–62.CrossRef
10.
go back to reference Sharp M, Patton J, Vogel J. A database of physically demanding tasks performed by US Army soldiers. Army Research Inst oF Environmental Medicine: Natick MA; 1998.CrossRef Sharp M, Patton J, Vogel J. A database of physically demanding tasks performed by US Army soldiers. Army Research Inst oF Environmental Medicine: Natick MA; 1998.CrossRef
11.
go back to reference Garber C, Blissmer B, Deschenes M, Franklin B, Lamonte M, Lee I, Nieman D, Swain D. Quantity and quality of exercise for developing and maintaining cardiorespiratory, musculoskeletal, and neuromotor fitness in apparently healthy adults: guidance for prescribing exercise. Med Sci Sports Exerc. 2011;43(7):1334–59.CrossRef Garber C, Blissmer B, Deschenes M, Franklin B, Lamonte M, Lee I, Nieman D, Swain D. Quantity and quality of exercise for developing and maintaining cardiorespiratory, musculoskeletal, and neuromotor fitness in apparently healthy adults: guidance for prescribing exercise. Med Sci Sports Exerc. 2011;43(7):1334–59.CrossRef
12.
go back to reference Knapik J, Hauret K, Canada S, Marin R, Jones B. Association between ambulatory physical activity and injuries during United States Army basic combat training. J Phys Act Health. 2011;8(4):496–502.CrossRef Knapik J, Hauret K, Canada S, Marin R, Jones B. Association between ambulatory physical activity and injuries during United States Army basic combat training. J Phys Act Health. 2011;8(4):496–502.CrossRef
13.
go back to reference Simpson K, Redmond J, Cohen B, Hendrickson N, Spiering B, Steelman R, Knapik J, Sharp M. Quantification of physical activity performed during US Army basic combat training. US Army Med Dep J. 2013;4:55–65. Simpson K, Redmond J, Cohen B, Hendrickson N, Spiering B, Steelman R, Knapik J, Sharp M. Quantification of physical activity performed during US Army basic combat training. US Army Med Dep J. 2013;4:55–65.
14.
go back to reference Ihle R, Loucks AB. Dose-response relationships between energy availability and bone turnover in young exercising women. J Bone Miner Res. 2004;19(8):1231–40.CrossRef Ihle R, Loucks AB. Dose-response relationships between energy availability and bone turnover in young exercising women. J Bone Miner Res. 2004;19(8):1231–40.CrossRef
15.
go back to reference Zanker C, Swaine I. Responses of bone turnover markers to repeated endurance running in humans under conditions of energy balance or energy restriction. Eur J Appl Physiol. 2000;83(4–5):434–40.CrossRef Zanker C, Swaine I. Responses of bone turnover markers to repeated endurance running in humans under conditions of energy balance or energy restriction. Eur J Appl Physiol. 2000;83(4–5):434–40.CrossRef
16.
go back to reference Li P, Yin Y, Li D, Kim S, Wu G. Amino acids and immune function. Br J Nutr. 2007;98(02):237–52.CrossRef Li P, Yin Y, Li D, Kim S, Wu G. Amino acids and immune function. Br J Nutr. 2007;98(02):237–52.CrossRef
17.
go back to reference Kramer T, Moore R, Shippee R, Friedl K, Martinez-Lopez L, Chan M, Askew E. Effects of food restriction in military training on T-lymphocyte responses. Int J Sports Med. 1997;18(Suppl 1):S84–90.CrossRef Kramer T, Moore R, Shippee R, Friedl K, Martinez-Lopez L, Chan M, Askew E. Effects of food restriction in military training on T-lymphocyte responses. Int J Sports Med. 1997;18(Suppl 1):S84–90.CrossRef
18.
go back to reference Cherif A, Roelands B, Meeusen R, Chamari K. Effects of intermittent fasting, caloric restriction, and Ramadan intermittent fasting on cognitive performance at rest and during exercise in adults. Sports Med (Auckland, NZ). 2016;46(1):35–47.CrossRef Cherif A, Roelands B, Meeusen R, Chamari K. Effects of intermittent fasting, caloric restriction, and Ramadan intermittent fasting on cognitive performance at rest and during exercise in adults. Sports Med (Auckland, NZ). 2016;46(1):35–47.CrossRef
19.
go back to reference Green M, Rogers P, Elliman N, Gatenby S. Impairment of cognitive performance associated with dieting and high levels of dietary restraint. Physiol Behav. 1994;55(3):447–52.CrossRef Green M, Rogers P, Elliman N, Gatenby S. Impairment of cognitive performance associated with dieting and high levels of dietary restraint. Physiol Behav. 1994;55(3):447–52.CrossRef
20.
go back to reference Oliver S, Laing S, Wilson S, Bilzon J, Walsh N. Endurance running performance after 48 h of restricted fluid and/or energy intake. Med Sci Sports Exerc. 2007;39(2):316–22.CrossRef Oliver S, Laing S, Wilson S, Bilzon J, Walsh N. Endurance running performance after 48 h of restricted fluid and/or energy intake. Med Sci Sports Exerc. 2007;39(2):316–22.CrossRef
21.
go back to reference Logue D, Madigan S, Delahunt E, Heinen M, Mc Donnell S, Corish C. Low energy availability in athletes: a review of prevalence, dietary patterns, physiological health, and sports performance. Sports Med. 2018;48(1):73–96.CrossRef Logue D, Madigan S, Delahunt E, Heinen M, Mc Donnell S, Corish C. Low energy availability in athletes: a review of prevalence, dietary patterns, physiological health, and sports performance. Sports Med. 2018;48(1):73–96.CrossRef
22.
go back to reference Thomas D, Erdman K, Burke L. Position of the academy of nutrition and dietetics, dietitians of Canada, and the American College of Sports Medicine: nutrition and athletic performance. J Acad Nutr Diet. 2016;116(3):501–28.CrossRef Thomas D, Erdman K, Burke L. Position of the academy of nutrition and dietetics, dietitians of Canada, and the American College of Sports Medicine: nutrition and athletic performance. J Acad Nutr Diet. 2016;116(3):501–28.CrossRef
23.
go back to reference Fukuda D, Stout J, Moon J, Smith-Ryan A, Kendall K, Hoffman J. Effects of resistance training on classic and specific bioelectrical impedance vector analysis in elderly women. Exp Gerontol. 2016;74:9–12.CrossRef Fukuda D, Stout J, Moon J, Smith-Ryan A, Kendall K, Hoffman J. Effects of resistance training on classic and specific bioelectrical impedance vector analysis in elderly women. Exp Gerontol. 2016;74:9–12.CrossRef
26.
go back to reference R Core Team. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. 2015. In., Vienna: ISBN 3-900051-07-0. R Core Team. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. 2015. In., Vienna: ISBN 3-900051-07-0.
27.
go back to reference RStudio Team. Rstudio: integrated development environment for R 2014. In., Boston: RStudio, Inc.; 2014. RStudio Team. Rstudio: integrated development environment for R 2014. In., Boston: RStudio, Inc.; 2014.
28.
go back to reference Wickham H, Francois R, Henry L, Müller K. dplyr: A Grammar of Data Manipulation. In., R package version 0.7.0 edn; 2017. Wickham H, Francois R, Henry L, Müller K. dplyr: A Grammar of Data Manipulation. In., R package version 0.7.0 edn; 2017.
29.
go back to reference Wickham H, Henry L. tidyr: Easily Tidy Data with spread() and gather() Functions. In., R package version 0.7.0 edn; 2017. Wickham H, Henry L. tidyr: Easily Tidy Data with spread() and gather() Functions. In., R package version 0.7.0 edn; 2017.
30.
go back to reference Wickham H. Reshaping data with the reshape package. J Stat Softw. 2007;21(12):1-20 Wickham H. Reshaping data with the reshape package. J Stat Softw. 2007;21(12):1-20
31.
go back to reference Lawrence M. ez: Easy Analysis and Visualization of Factorial Experiments. In., R package version 4.4-0 edn; 2016. Lawrence M. ez: Easy Analysis and Visualization of Factorial Experiments. In., R package version 4.4-0 edn; 2016.
32.
go back to reference Fox J, Weisberg S. An {R} Companion to Applied Regression. In., vol. 2nd. Thousand Oaks: Sage; 2011. Fox J, Weisberg S. An {R} Companion to Applied Regression. In., vol. 2nd. Thousand Oaks: Sage; 2011.
33.
go back to reference Bernhard P. VAR, SVAR and SVEC models: implementation within {R} package {vars}. J Stat Softw, J Stat Softw. 2008;(4). Bernhard P. VAR, SVAR and SVEC models: implementation within {R} package {vars}. J Stat Softw, J Stat Softw. 2008;(4).
34.
go back to reference Wickham H. ggplot2: elegant graphics for data analysis. New York: Springer--Verlag; 2009.CrossRef Wickham H. ggplot2: elegant graphics for data analysis. New York: Springer--Verlag; 2009.CrossRef
35.
go back to reference Sasaki J, John D, Freedson P. Validation and comparison of ActiGraph activity monitors. J Sci Med Sport. 2011;14(5):411–6.CrossRef Sasaki J, John D, Freedson P. Validation and comparison of ActiGraph activity monitors. J Sci Med Sport. 2011;14(5):411–6.CrossRef
36.
go back to reference Migueles J, Cadenas-Sanchez C, Ekelund U, Delisle Nystrom C, Mora-Gonzalez J, Lof M, Labayen I, Ruiz J, Ortega F. Accelerometer data collection and processing criteria to assess physical activity and other outcomes: a systematic review and practical considerations. Sports medicine (Auckland, NZ). 2017;47(9):1821–45.CrossRef Migueles J, Cadenas-Sanchez C, Ekelund U, Delisle Nystrom C, Mora-Gonzalez J, Lof M, Labayen I, Ruiz J, Ortega F. Accelerometer data collection and processing criteria to assess physical activity and other outcomes: a systematic review and practical considerations. Sports medicine (Auckland, NZ). 2017;47(9):1821–45.CrossRef
37.
go back to reference Brond J, Arvidsson D. Sampling frequency affects the processing of Actigraph raw acceleration data to activity counts. J Appl Physiol. 2016;120(3):362–9.CrossRef Brond J, Arvidsson D. Sampling frequency affects the processing of Actigraph raw acceleration data to activity counts. J Appl Physiol. 2016;120(3):362–9.CrossRef
38.
go back to reference Chomistek A, Yuan C, Matthews C, Troiano R, Bowles H, Rood J, Barnett J, Willett W, Rimm E, Bassett D. Physical activity assessment with the ActiGraph GT3X and doubly labeled water. Med Sci Sports Exerc. 2017;49(9):1935–44.CrossRef Chomistek A, Yuan C, Matthews C, Troiano R, Bowles H, Rood J, Barnett J, Willett W, Rimm E, Bassett D. Physical activity assessment with the ActiGraph GT3X and doubly labeled water. Med Sci Sports Exerc. 2017;49(9):1935–44.CrossRef
39.
go back to reference Ainsworth BE, Haskell WL, Herrmann SD, Meckes N, Bassett DR Jr, Tudor-Locke C, Greer JL, Vezina J, Whitt-Glover MC, Leon AS. 2011 compendium of physical activities: a second update of codes and MET values. Med Sci Sports Exerc. 2011;43(8):1575–81.CrossRef Ainsworth BE, Haskell WL, Herrmann SD, Meckes N, Bassett DR Jr, Tudor-Locke C, Greer JL, Vezina J, Whitt-Glover MC, Leon AS. 2011 compendium of physical activities: a second update of codes and MET values. Med Sci Sports Exerc. 2011;43(8):1575–81.CrossRef
40.
go back to reference Roza A, Shizgal H. The Harris Benedict equation reevaluated: resting energy requirements and the body cell mass. Am J Clin Nutr. 1984;40(1):168–82.CrossRef Roza A, Shizgal H. The Harris Benedict equation reevaluated: resting energy requirements and the body cell mass. Am J Clin Nutr. 1984;40(1):168–82.CrossRef
41.
go back to reference Levine J, Schleusner S, Jensen M. Energy expenditure of nonexercise activity. Am J Clin Nutr. 2000;72(6):1451–4.CrossRef Levine J, Schleusner S, Jensen M. Energy expenditure of nonexercise activity. Am J Clin Nutr. 2000;72(6):1451–4.CrossRef
42.
go back to reference Loucks AB, Kiens B, Wright HH. Energy availability in athletes. J Sports Sci. 2011;29(Suppl 1):S7-15.CrossRef Loucks AB, Kiens B, Wright HH. Energy availability in athletes. J Sports Sci. 2011;29(Suppl 1):S7-15.CrossRef
43.
go back to reference Barrack M, Van Loan M, Rauh M, Nichols J. Physiologic and behavioral indicators of energy deficiency in female adolescent runners with elevated bone turnover. Am J Clin Nutr. 2010;92(3):652–9.CrossRef Barrack M, Van Loan M, Rauh M, Nichols J. Physiologic and behavioral indicators of energy deficiency in female adolescent runners with elevated bone turnover. Am J Clin Nutr. 2010;92(3):652–9.CrossRef
45.
go back to reference Freedson P, Melanson E, Sirard J. Calibration of the computer science and applications, Inc. accelerometer. Med Sci Sports Exerc. 1998;30(5):777–81.CrossRef Freedson P, Melanson E, Sirard J. Calibration of the computer science and applications, Inc. accelerometer. Med Sci Sports Exerc. 1998;30(5):777–81.CrossRef
46.
go back to reference Watson K, Carlson S, Carroll D, Fulton J. Comparison of accelerometer cut points to estimate physical activity in US adults. J Sports Sci. 2014;32(7):660–9.CrossRef Watson K, Carlson S, Carroll D, Fulton J. Comparison of accelerometer cut points to estimate physical activity in US adults. J Sports Sci. 2014;32(7):660–9.CrossRef
47.
go back to reference Matthew C. Calibration of accelerometer output for adults. Med Sci Sports Exerc. 2005;37(11 Suppl):S512–22.CrossRef Matthew C. Calibration of accelerometer output for adults. Med Sci Sports Exerc. 2005;37(11 Suppl):S512–22.CrossRef
48.
go back to reference Keadle S, Shiroma E, Freedson P, Lee I. Impact of accelerometer data processing decisions on the sample size, wear time and physical activity level of a large cohort study. BMC Public Health. 2014;14:1210.CrossRef Keadle S, Shiroma E, Freedson P, Lee I. Impact of accelerometer data processing decisions on the sample size, wear time and physical activity level of a large cohort study. BMC Public Health. 2014;14:1210.CrossRef
49.
go back to reference Williamson D. Changes in food intake and body weight associated with basic combat training. Mil Med. 2002;167(3):248.CrossRef Williamson D. Changes in food intake and body weight associated with basic combat training. Mil Med. 2002;167(3):248.CrossRef
50.
go back to reference Margolis L, Pasiakos S, Karl J, Rood J, Cable S, Williams K, Young A, McClung J. Differential effects of military training on fat-free mass and plasma amino acid adaptations in men and women. Nutrients. 2012;4(12):2035–46.CrossRef Margolis L, Pasiakos S, Karl J, Rood J, Cable S, Williams K, Young A, McClung J. Differential effects of military training on fat-free mass and plasma amino acid adaptations in men and women. Nutrients. 2012;4(12):2035–46.CrossRef
51.
go back to reference Jackson T, Cable S, Jin W, Robinson A, Dennis S, Vo L, Prosser T, Rawlings J. The importance of leadership in Soldiers' nutritional behaviors: results from the soldier fueling initiative program evaluation. US Army Med Dep J. 2013:79–90. Jackson T, Cable S, Jin W, Robinson A, Dennis S, Vo L, Prosser T, Rawlings J. The importance of leadership in Soldiers' nutritional behaviors: results from the soldier fueling initiative program evaluation. US Army Med Dep J. 2013:79–90.
52.
go back to reference TRADOC. United States Army training and doctrine command: regulation 350–6. Virginia: Fort Eustis; 2013. TRADOC. United States Army training and doctrine command: regulation 350–6. Virginia: Fort Eustis; 2013.
53.
go back to reference United States Army Food Service: Impletementation Guide for Initial Military Training Soldier Fueling Initiative. In.; 2012. United States Army Food Service: Impletementation Guide for Initial Military Training Soldier Fueling Initiative. In.; 2012.
54.
go back to reference Jager R, Kerksick C, Campbell B, Cribb P, Wells S, Skwiat T, Purpura M, Ziegenfuss T, Ferrando A, Arent S, et al. International Society of Sports Nutrition Position Stand: protein and exercise. J Int Soc Sports Nutr. 2017;14:20.CrossRef Jager R, Kerksick C, Campbell B, Cribb P, Wells S, Skwiat T, Purpura M, Ziegenfuss T, Ferrando A, Arent S, et al. International Society of Sports Nutrition Position Stand: protein and exercise. J Int Soc Sports Nutr. 2017;14:20.CrossRef
55.
go back to reference Hill K, Stathis C, Grinfeld E, Hayes A, McAinch A. Co-ingestion of carbohydrate and whey protein isolates enhance PGC-1alpha mRNA expression: a randomised, single blind, cross over study. J Int Soc Sports Nutr. 2013;10(1):8.CrossRef Hill K, Stathis C, Grinfeld E, Hayes A, McAinch A. Co-ingestion of carbohydrate and whey protein isolates enhance PGC-1alpha mRNA expression: a randomised, single blind, cross over study. J Int Soc Sports Nutr. 2013;10(1):8.CrossRef
56.
go back to reference Rowlands D, Thomson J, Timmons B, Raymond F, Fuerholz A, Mansourian R, Zwahlen M, Metairon S, Glover E, Stellingwerff T, et al. Transcriptome and translational signaling following endurance exercise in trained skeletal muscle: impact of dietary protein. Physiol Genomics. 2011;43(17):1004–20.CrossRef Rowlands D, Thomson J, Timmons B, Raymond F, Fuerholz A, Mansourian R, Zwahlen M, Metairon S, Glover E, Stellingwerff T, et al. Transcriptome and translational signaling following endurance exercise in trained skeletal muscle: impact of dietary protein. Physiol Genomics. 2011;43(17):1004–20.CrossRef
57.
go back to reference Hansen M, Bangsbo J, Jensen J, Bibby B, Madsen K. Effect of whey protein hydrolysate on performance and recovery of top-class orienteering runners. Int J Sport Nutr Exerc Metab. 2015;25(2):97–109.CrossRef Hansen M, Bangsbo J, Jensen J, Bibby B, Madsen K. Effect of whey protein hydrolysate on performance and recovery of top-class orienteering runners. Int J Sport Nutr Exerc Metab. 2015;25(2):97–109.CrossRef
58.
go back to reference Saunders M, Kane M, Todd M. Effects of a carbohydrate-protein beverage on cycling endurance and muscle damage. Med Sci Sports Exerc. 2004;36(7):1233–8.CrossRef Saunders M, Kane M, Todd M. Effects of a carbohydrate-protein beverage on cycling endurance and muscle damage. Med Sci Sports Exerc. 2004;36(7):1233–8.CrossRef
59.
go back to reference Heaney R, Layman D. Amount and type of protein influences bone health. Am J Clin Nutr. 2008;87(5):1567S–70S.CrossRef Heaney R, Layman D. Amount and type of protein influences bone health. Am J Clin Nutr. 2008;87(5):1567S–70S.CrossRef
60.
go back to reference Torricelli P, Fini M, Giavaresi G, Giardino R. Human osteopenic bone-derived osteoblasts: essential amino acids treatment effects. Artif Cells Blood Substit Immobil Biotechnol. 2003;31(1):35–46.CrossRef Torricelli P, Fini M, Giavaresi G, Giardino R. Human osteopenic bone-derived osteoblasts: essential amino acids treatment effects. Artif Cells Blood Substit Immobil Biotechnol. 2003;31(1):35–46.CrossRef
61.
go back to reference Bihuniak J, Insogna K. The effects of dietary protein and amino acids on skeletal metabolism. Mol Cell Endocrinol. 2015;410:78–86.CrossRef Bihuniak J, Insogna K. The effects of dietary protein and amino acids on skeletal metabolism. Mol Cell Endocrinol. 2015;410:78–86.CrossRef
62.
go back to reference Kato H, Suzuki K, Bannai M, Moore D. Protein requirements are elevated in endurance athletes after exercise as determined by the Indicator amino acid oxidation method. PLoS One. 2016;11(6):e0157406.CrossRef Kato H, Suzuki K, Bannai M, Moore D. Protein requirements are elevated in endurance athletes after exercise as determined by the Indicator amino acid oxidation method. PLoS One. 2016;11(6):e0157406.CrossRef
63.
go back to reference Lemon P, Tarnopolsky M, MacDougall J, Atkinson S. Protein requirements and muscle mass/strength changes during intensive training in novice bodybuilders. J Appl Physiol. 1992;73(2):767–75.CrossRef Lemon P, Tarnopolsky M, MacDougall J, Atkinson S. Protein requirements and muscle mass/strength changes during intensive training in novice bodybuilders. J Appl Physiol. 1992;73(2):767–75.CrossRef
64.
go back to reference Helms E, Zinn C, Rowlands D, Brown S. A systematic review of dietary protein during caloric restriction in resistance trained lean athletes: a case for higher intakes. Int J Sport Nutr Exerc Metab. 2014;24(2):127–38.CrossRef Helms E, Zinn C, Rowlands D, Brown S. A systematic review of dietary protein during caloric restriction in resistance trained lean athletes: a case for higher intakes. Int J Sport Nutr Exerc Metab. 2014;24(2):127–38.CrossRef
65.
go back to reference Rauch H, Gibson A, Lambert E, Noakes T. A signalling role for muscle glycogen in the regulation of pace during prolonged exercise. Br J Sports Med. 2005;39(1):34–8.CrossRef Rauch H, Gibson A, Lambert E, Noakes T. A signalling role for muscle glycogen in the regulation of pace during prolonged exercise. Br J Sports Med. 2005;39(1):34–8.CrossRef
66.
go back to reference Simonsen J, Sherman W, Lamb D, Dernbach A, Doyle J, Strauss R. Dietary carbohydrate, muscle glycogen, and power output during rowing training. J Appl Physiol. 1991;70(4):1500–5.CrossRef Simonsen J, Sherman W, Lamb D, Dernbach A, Doyle J, Strauss R. Dietary carbohydrate, muscle glycogen, and power output during rowing training. J Appl Physiol. 1991;70(4):1500–5.CrossRef
67.
go back to reference Bergström J, Hermansen L, Hultman E, Saltin B. Diet, muscle glycogen and physical performance. Acta Physiol Scand. 1967;71(2–3):140–50.CrossRef Bergström J, Hermansen L, Hultman E, Saltin B. Diet, muscle glycogen and physical performance. Acta Physiol Scand. 1967;71(2–3):140–50.CrossRef
68.
go back to reference Hill R, Davies P. The validity of self-reported energy intake as determined using the doubly labelled water technique. Br J Nutr. 2001;85(4):415–30.CrossRef Hill R, Davies P. The validity of self-reported energy intake as determined using the doubly labelled water technique. Br J Nutr. 2001;85(4):415–30.CrossRef
Metadata
Title
Estimation of energy balance and training volume during Army Initial Entry Training
Authors
Jeremy McAdam
Kaitlin McGinnis
Rian Ory
Kaelin Young
Andrew D. Frugé
Michael Roberts
JoEllen Sefton
Publication date
01-12-2018
Publisher
BioMed Central
DOI
https://doi.org/10.1186/s12970-018-0262-7

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