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Published in: Calcified Tissue International 1/2019

Open Access 01-07-2019 | Computed Tomography | Original Research

Regional Changes in Density and Microarchitecture in the Ultradistal Tibia of Female Recruits After U.S. Army Basic Combat Training

Authors: Aravind Sundaramurthy, Chun Xu, Julie M. Hughes, Erin Gaffney-Stomberg, Katelyn I. Guerriere, Kristin L. Popp, Mary L. Bouxsein, Jaques Reifman, Ginu Unnikrishnan

Published in: Calcified Tissue International | Issue 1/2019

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Abstract

Musculoskeletal injuries, such as stress fracture, are responsible for over 10-million lost-duty days among U.S. Army Soldiers. During Basic Combat Training (BCT), an 8- to 10-week program that transforms civilians into Soldiers, women are four times more likely than men to sustain a stress fracture. In this work, we performed high-resolution peripheral quantitative computed tomography scans on the ultradistal tibia of 90 female recruits [age = 21.5 ± 3.3 (mean ± standard deviation) years] before the start of BCT and after 8 weeks into BCT. Then, we divided the scanned bone volume into four sectors—lateral, posterior, medial, and anterior—and computed the bone density and microarchitectural parameters in each of the four sectors pre- and post-BCT. We used linear mixed models to estimate the mean difference for bone density and microarchitectural parameters, while controlling for age, race, and pre-BCT body mass index. Our results revealed that the total volumetric bone mineral density, trabecular volumetric bone mineral density, and trabecular thickness increased (p < 0.05) in each of the four sectors. In addition, cortical thickness and trabecular bone volume/total volume increased in both medial and posterior sectors (p < 0.05). Overall, six and five out of nine parameters improved in the medial and posterior sectors, respectively, after BCT. In conclusion, the heightened physical activity during BCT led to the most beneficial bone adaptation in the medial and posterior sectors of the ultradistal tibia, which is indicative of higher loading in these sectors during activities performed in the course of BCT.
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Literature
1.
go back to reference Popovich RM, Gardner JW, Potter R, Knapik JJ, Jones BH (2000) Effect of rest from running on overuse injuries in army basic training. Am J Prev Med 18:147–155CrossRefPubMed Popovich RM, Gardner JW, Potter R, Knapik JJ, Jones BH (2000) Effect of rest from running on overuse injuries in army basic training. Am J Prev Med 18:147–155CrossRefPubMed
2.
go back to reference Kaufman KR, Brodine S, Shaffer R (2000) Military training-related injuries: surveillance, research, and prevention. Am J Prev Med 18:54–63CrossRefPubMed Kaufman KR, Brodine S, Shaffer R (2000) Military training-related injuries: surveillance, research, and prevention. Am J Prev Med 18:54–63CrossRefPubMed
3.
go back to reference Waterman BR, Gun B, Bader JO, Orr JD, Belmont PJ Jr (2016) Epidemiology of lower extremity stress fractures in the United States military. Mil Med 181:1308–1313CrossRefPubMed Waterman BR, Gun B, Bader JO, Orr JD, Belmont PJ Jr (2016) Epidemiology of lower extremity stress fractures in the United States military. Mil Med 181:1308–1313CrossRefPubMed
4.
go back to reference Lee D (2011) Stress fractures, active component, U.S. Armed Forces, 2004-2010. MSMR 18:8–11PubMed Lee D (2011) Stress fractures, active component, U.S. Armed Forces, 2004-2010. MSMR 18:8–11PubMed
5.
go back to reference Knapik J, Montain S, McGraw S, Grier T, Ely M, Jones B (2012) Stress fracture risk factors in basic combat training. Int J Sports Med 33:940–946CrossRefPubMed Knapik J, Montain S, McGraw S, Grier T, Ely M, Jones B (2012) Stress fracture risk factors in basic combat training. Int J Sports Med 33:940–946CrossRefPubMed
6.
go back to reference Popp KL, Hughes JM, Martinez-Betancourt A, Scott M, Turkington V, Caksa S, Guerriere KI, Ackerman KE, Xu C, Unnikrishnan G (2017) Bone mass, microarchitecture and strength are influenced by race/ethnicity in young adult men and women. Bone 103:200–208CrossRefPubMed Popp KL, Hughes JM, Martinez-Betancourt A, Scott M, Turkington V, Caksa S, Guerriere KI, Ackerman KE, Xu C, Unnikrishnan G (2017) Bone mass, microarchitecture and strength are influenced by race/ethnicity in young adult men and women. Bone 103:200–208CrossRefPubMed
7.
go back to reference Simpson K, Redmond JE, Cohen BS, Hendrickson NR, Spiering BA, Steelman R, Knapik JJ, Sharp MA (2013) Quantification of physical activity performed during U.S. Army Basic Combat Training. U.S. Army Med Dep J Oct–Dec, pp 55–65 Simpson K, Redmond JE, Cohen BS, Hendrickson NR, Spiering BA, Steelman R, Knapik JJ, Sharp MA (2013) Quantification of physical activity performed during U.S. Army Basic Combat Training. U.S. Army Med Dep J Oct–Dec, pp 55–65
8.
go back to reference Evans R, Negus C, Centi A, Spiering B, Kraemer W, Nindl B (2012) Peripheral QCT sector analysis reveals early exercise-induced increases in tibial bone mineral density. J Musculoskelet Neuronal Interact 12:155–164PubMed Evans R, Negus C, Centi A, Spiering B, Kraemer W, Nindl B (2012) Peripheral QCT sector analysis reveals early exercise-induced increases in tibial bone mineral density. J Musculoskelet Neuronal Interact 12:155–164PubMed
9.
go back to reference Izard RM, Fraser WD, Negus C, Sale C, Greeves JP (2016) Increased density and periosteal expansion of the tibia in young adult men following short-term arduous training. Bone 88:13–19CrossRefPubMed Izard RM, Fraser WD, Negus C, Sale C, Greeves JP (2016) Increased density and periosteal expansion of the tibia in young adult men following short-term arduous training. Bone 88:13–19CrossRefPubMed
10.
go back to reference Hughes JM, Gaffney-Stomberg E, Guerriere KI, Taylor KM, Popp KL, Xu C, Unnikrishnan G, Staab JS, Matheny RW Jr, McClung JP (2018) Changes in tibial bone microarchitecture in female recruits in response to 8 weeks of U.S. Army Basic Combat Training. Bone 113:9–16CrossRefPubMed Hughes JM, Gaffney-Stomberg E, Guerriere KI, Taylor KM, Popp KL, Xu C, Unnikrishnan G, Staab JS, Matheny RW Jr, McClung JP (2018) Changes in tibial bone microarchitecture in female recruits in response to 8 weeks of U.S. Army Basic Combat Training. Bone 113:9–16CrossRefPubMed
11.
go back to reference Martin RB (2007) The importance of mechanical loading in bone biology and medicine. J Musculoskelet Neuronal Interact 7:48–53PubMed Martin RB (2007) The importance of mechanical loading in bone biology and medicine. J Musculoskelet Neuronal Interact 7:48–53PubMed
12.
go back to reference Xu C, Silder A, Zhang J, Reifman J, Unnikrishnan G (2017) A cross-sectional study of the effects of load carriage on running characteristics and tibial mechanical stress: implications for stress-fracture injuries in women. BMC Musculoskelet Disord 18:125CrossRefPubMedPubMedCentral Xu C, Silder A, Zhang J, Reifman J, Unnikrishnan G (2017) A cross-sectional study of the effects of load carriage on running characteristics and tibial mechanical stress: implications for stress-fracture injuries in women. BMC Musculoskelet Disord 18:125CrossRefPubMedPubMedCentral
13.
go back to reference Weatherholt AM, Warden SJ (2016) Tibial bone strength is enhanced in the jump leg of collegiate-level jumping athletes: a within-subject controlled cross-sectional study. Calcif Tissue Int 98:129–139CrossRefPubMed Weatherholt AM, Warden SJ (2016) Tibial bone strength is enhanced in the jump leg of collegiate-level jumping athletes: a within-subject controlled cross-sectional study. Calcif Tissue Int 98:129–139CrossRefPubMed
14.
go back to reference Unnikrishnan G, Xu C, Popp KL, Hughes JM, Yuan A, Guerriere KI, Caksa S, Ackerman KE, Bouxsein ML, Reifman J (2018) Regional variation of bone density, microarchitectural parameters, and elastic moduli in the ultradistal tibia of young black and white men and women. Bone 112:194–201CrossRefPubMed Unnikrishnan G, Xu C, Popp KL, Hughes JM, Yuan A, Guerriere KI, Caksa S, Ackerman KE, Bouxsein ML, Reifman J (2018) Regional variation of bone density, microarchitectural parameters, and elastic moduli in the ultradistal tibia of young black and white men and women. Bone 112:194–201CrossRefPubMed
15.
go back to reference Schnackenburg KE, Macdonald HM, Ferber R, Wiley JP, Boyd SK (2011) Bone quality and muscle strength in female athletes with lower limb stress fractures. Med Sci Sports Exerc 43:2110–2119CrossRefPubMed Schnackenburg KE, Macdonald HM, Ferber R, Wiley JP, Boyd SK (2011) Bone quality and muscle strength in female athletes with lower limb stress fractures. Med Sci Sports Exerc 43:2110–2119CrossRefPubMed
16.
go back to reference Pialat J, Burghardt A, Sode M, Link T, Majumdar S (2012) Visual grading of motion induced image degradation in high resolution peripheral computed tomography: impact of image quality on measures of bone density and micro-architecture. Bone 50:111–118CrossRefPubMed Pialat J, Burghardt A, Sode M, Link T, Majumdar S (2012) Visual grading of motion induced image degradation in high resolution peripheral computed tomography: impact of image quality on measures of bone density and micro-architecture. Bone 50:111–118CrossRefPubMed
17.
go back to reference Baim S, Wilson CR, Lewiecki EM, Luckey MM, Downs RW Jr, Lentle BC (2005) Precision assessment and radiation safety for dual-energy X-ray absorptiometry: position paper of the International Society for Clinical Densitometry. J Clin Densitom 8:371–378CrossRefPubMed Baim S, Wilson CR, Lewiecki EM, Luckey MM, Downs RW Jr, Lentle BC (2005) Precision assessment and radiation safety for dual-energy X-ray absorptiometry: position paper of the International Society for Clinical Densitometry. J Clin Densitom 8:371–378CrossRefPubMed
18.
go back to reference Bonnick SL (2008) Monitoring changes in bone density. Womens Health (Lond) 4:89–97CrossRef Bonnick SL (2008) Monitoring changes in bone density. Womens Health (Lond) 4:89–97CrossRef
19.
go back to reference Kazakia GJ, Nirody JA, Bernstein G, Sode M, Burghardt AJ, Majumdar S (2013) Age-and gender-related differences in cortical geometry and microstructure: improved sensitivity by regional analysis. Bone 52:623–631CrossRefPubMed Kazakia GJ, Nirody JA, Bernstein G, Sode M, Burghardt AJ, Majumdar S (2013) Age-and gender-related differences in cortical geometry and microstructure: improved sensitivity by regional analysis. Bone 52:623–631CrossRefPubMed
20.
go back to reference Sode M, Burghardt AJ, Kazakia GJ, Link TM, Majumdar S (2010) Regional variations of gender-specific and age-related differences in trabecular bone structure of the distal radius and tibia. Bone 46(6):1652–1660CrossRefPubMedPubMedCentral Sode M, Burghardt AJ, Kazakia GJ, Link TM, Majumdar S (2010) Regional variations of gender-specific and age-related differences in trabecular bone structure of the distal radius and tibia. Bone 46(6):1652–1660CrossRefPubMedPubMedCentral
21.
go back to reference Burghardt AJ, Krug R, Majumdar S (2018) High-resolution imaging techniques for bone quality assessment. In: Feldman D, Pike JW, Adams JS (eds) Vitamin D, 3rd edn. Elsevier, Amsterdam, pp 1007–1041CrossRef Burghardt AJ, Krug R, Majumdar S (2018) High-resolution imaging techniques for bone quality assessment. In: Feldman D, Pike JW, Adams JS (eds) Vitamin D, 3rd edn. Elsevier, Amsterdam, pp 1007–1041CrossRef
22.
go back to reference R Core Team (2014) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna R Core Team (2014) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna
23.
go back to reference Bates D, Mächler M, Bolker B, Walker S (2015) Fitting linear mixed-effects models using lme4. J Stat Softw 67:1–48CrossRef Bates D, Mächler M, Bolker B, Walker S (2015) Fitting linear mixed-effects models using lme4. J Stat Softw 67:1–48CrossRef
24.
go back to reference Lai YM, Qin L, Yeung HY, Lee KKH, Chan KM (2005) Regional differences in trabecular BMD and micro-architecture of weight-bearing bone under habitual gait loading—a pQCT and microCT study in human cadavers. Bone 37:274–282CrossRefPubMed Lai YM, Qin L, Yeung HY, Lee KKH, Chan KM (2005) Regional differences in trabecular BMD and micro-architecture of weight-bearing bone under habitual gait loading—a pQCT and microCT study in human cadavers. Bone 37:274–282CrossRefPubMed
25.
go back to reference Honda A, Umemura Y, Nagasawa S (2001) Effect of high-impact and low-repetition training on bones in ovariectomized rats. J Bone Miner Res 16:1688–1693CrossRefPubMed Honda A, Umemura Y, Nagasawa S (2001) Effect of high-impact and low-repetition training on bones in ovariectomized rats. J Bone Miner Res 16:1688–1693CrossRefPubMed
26.
go back to reference Bott KN, Sacco SM, Turnbull PC, Longo AB, Ward WE, Peters SJ (2016) Skeletal site-specific effects of endurance running on structure and strength of tibia, lumbar vertebrae, and mandible in male Sprague-Dawley rats. Appl Physiol Nutr Metab 41:597–604CrossRefPubMed Bott KN, Sacco SM, Turnbull PC, Longo AB, Ward WE, Peters SJ (2016) Skeletal site-specific effects of endurance running on structure and strength of tibia, lumbar vertebrae, and mandible in male Sprague-Dawley rats. Appl Physiol Nutr Metab 41:597–604CrossRefPubMed
27.
go back to reference Vainionpää A, Korpelainen R, Sievänen H, Vihriälä E, Leppäluoto J, Jämsä T (2007) Effect of impact exercise and its intensity on bone geometry at weight-bearing tibia and femur. Bone 40:604–611CrossRefPubMed Vainionpää A, Korpelainen R, Sievänen H, Vihriälä E, Leppäluoto J, Jämsä T (2007) Effect of impact exercise and its intensity on bone geometry at weight-bearing tibia and femur. Bone 40:604–611CrossRefPubMed
28.
go back to reference Varley I, Hughes D, Greeves J, Fraser W, Sale C (2017) Increased training volume improves bone density and cortical area in adolescent football players. Int J Sports Med 38:341–346CrossRefPubMed Varley I, Hughes D, Greeves J, Fraser W, Sale C (2017) Increased training volume improves bone density and cortical area in adolescent football players. Int J Sports Med 38:341–346CrossRefPubMed
29.
go back to reference Schipilow J, Macdonald H, Liphardt A, Kan M, Boyd S (2013) Bone micro-architecture, estimated bone strength, and the muscle-bone interaction in elite athletes: an HR-pQCT study. Bone 56:281–289CrossRefPubMed Schipilow J, Macdonald H, Liphardt A, Kan M, Boyd S (2013) Bone micro-architecture, estimated bone strength, and the muscle-bone interaction in elite athletes: an HR-pQCT study. Bone 56:281–289CrossRefPubMed
30.
go back to reference Xu C, Silder A, Zhang J, Hughes J, Unnikrishnan G, Reifman J, Rakesh V (2016) An integrated musculoskeletal-finite-element model to evaluate effects of load carriage on the tibia during walking. J Biomech Eng 138:101001CrossRef Xu C, Silder A, Zhang J, Hughes J, Unnikrishnan G, Reifman J, Rakesh V (2016) An integrated musculoskeletal-finite-element model to evaluate effects of load carriage on the tibia during walking. J Biomech Eng 138:101001CrossRef
31.
go back to reference Nattiv A, Kennedy G, Barrack MT, Abdelkerim A, Goolsby MA, Arends JC, Seeger LL (2013) Correlation of MRI grading of bone stress injuries with clinical risk factors and return to play: a 5-year prospective study in collegiate track and field athletes. Am J Sports Med 41:1930–1941CrossRefPubMedPubMedCentral Nattiv A, Kennedy G, Barrack MT, Abdelkerim A, Goolsby MA, Arends JC, Seeger LL (2013) Correlation of MRI grading of bone stress injuries with clinical risk factors and return to play: a 5-year prospective study in collegiate track and field athletes. Am J Sports Med 41:1930–1941CrossRefPubMedPubMedCentral
Metadata
Title
Regional Changes in Density and Microarchitecture in the Ultradistal Tibia of Female Recruits After U.S. Army Basic Combat Training
Authors
Aravind Sundaramurthy
Chun Xu
Julie M. Hughes
Erin Gaffney-Stomberg
Katelyn I. Guerriere
Kristin L. Popp
Mary L. Bouxsein
Jaques Reifman
Ginu Unnikrishnan
Publication date
01-07-2019
Publisher
Springer US
Published in
Calcified Tissue International / Issue 1/2019
Print ISSN: 0171-967X
Electronic ISSN: 1432-0827
DOI
https://doi.org/10.1007/s00223-019-00548-7

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