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Association between stress fracture incidence and predicted body fat in United States Army Basic Combat Training recruits
BACKGROUND: A stress fracture (SF) is a highly debilitating injury commonly experienced in United States Army Basic Combat Training (BCT). Body fat (BF) may be associated with this injury but previous investigations (in athletes) have largely used SF self-reports and lacked sufficient statistical po...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5964907/ https://www.ncbi.nlm.nih.gov/pubmed/29788936 http://dx.doi.org/10.1186/s12891-018-2061-3 |
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author | Knapik, Joseph J. Sharp, Marilyn A. Montain, Scott J. |
author_facet | Knapik, Joseph J. Sharp, Marilyn A. Montain, Scott J. |
author_sort | Knapik, Joseph J. |
collection | PubMed |
description | BACKGROUND: A stress fracture (SF) is a highly debilitating injury commonly experienced in United States Army Basic Combat Training (BCT). Body fat (BF) may be associated with this injury but previous investigations (in athletes) have largely used SF self-reports and lacked sufficient statistical power. This investigation developed an equation to estimate %BF and used that equation to examine the relationship between %BF and SF risk in BCT recruits. METHODS: Data for the %BF predictive equation involved 349 recruits with BF obtained from dual-energy X-ray absorptiometry. %BF was estimated using body mass index (BMI, weight/height(2)), age (yr), and sex in the entire population of BCT recruits over an 11-year period (n = 583,651). Medical information was obtained on these recruits to determine SF occurrence. Recruits were separated into deciles of estimated %BF and the risk of SFs determined in each decile. RESULTS: The equation was %BF = − 7.53 + 1.43 ● BMI + 0.13 ● age − 14.73 ● sex, with sex either 1 for men or 0 for women (r = 0.88, standard error of estimate = 4.2%BF). Among the men, SF risk increased at the higher and lower %BF deciles: compared to men in the mean %BF decile, the risk of a SF for men in the first (lowest %BF) and tenth (highest %BF) decile were 1.27 (95%confidence interval (95%CI) = 1.17–1.40) and 1.15 (95%CI = 1.05–1.26) times higher, respectively. Among women, SF risk was only elevated in the first %BF decile with risk 1.20 (95%CI = 1.09–1.32) times higher compared to the mean %BF decile. CONCLUSIONS: Low %BF was associated with higher SF risk in BCT; higher %BF was associated with higher SF risk among men but not women. |
format | Online Article Text |
id | pubmed-5964907 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-59649072018-05-24 Association between stress fracture incidence and predicted body fat in United States Army Basic Combat Training recruits Knapik, Joseph J. Sharp, Marilyn A. Montain, Scott J. BMC Musculoskelet Disord Research Article BACKGROUND: A stress fracture (SF) is a highly debilitating injury commonly experienced in United States Army Basic Combat Training (BCT). Body fat (BF) may be associated with this injury but previous investigations (in athletes) have largely used SF self-reports and lacked sufficient statistical power. This investigation developed an equation to estimate %BF and used that equation to examine the relationship between %BF and SF risk in BCT recruits. METHODS: Data for the %BF predictive equation involved 349 recruits with BF obtained from dual-energy X-ray absorptiometry. %BF was estimated using body mass index (BMI, weight/height(2)), age (yr), and sex in the entire population of BCT recruits over an 11-year period (n = 583,651). Medical information was obtained on these recruits to determine SF occurrence. Recruits were separated into deciles of estimated %BF and the risk of SFs determined in each decile. RESULTS: The equation was %BF = − 7.53 + 1.43 ● BMI + 0.13 ● age − 14.73 ● sex, with sex either 1 for men or 0 for women (r = 0.88, standard error of estimate = 4.2%BF). Among the men, SF risk increased at the higher and lower %BF deciles: compared to men in the mean %BF decile, the risk of a SF for men in the first (lowest %BF) and tenth (highest %BF) decile were 1.27 (95%confidence interval (95%CI) = 1.17–1.40) and 1.15 (95%CI = 1.05–1.26) times higher, respectively. Among women, SF risk was only elevated in the first %BF decile with risk 1.20 (95%CI = 1.09–1.32) times higher compared to the mean %BF decile. CONCLUSIONS: Low %BF was associated with higher SF risk in BCT; higher %BF was associated with higher SF risk among men but not women. BioMed Central 2018-05-22 /pmc/articles/PMC5964907/ /pubmed/29788936 http://dx.doi.org/10.1186/s12891-018-2061-3 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Knapik, Joseph J. Sharp, Marilyn A. Montain, Scott J. Association between stress fracture incidence and predicted body fat in United States Army Basic Combat Training recruits |
title | Association between stress fracture incidence and predicted body fat in United States Army Basic Combat Training recruits |
title_full | Association between stress fracture incidence and predicted body fat in United States Army Basic Combat Training recruits |
title_fullStr | Association between stress fracture incidence and predicted body fat in United States Army Basic Combat Training recruits |
title_full_unstemmed | Association between stress fracture incidence and predicted body fat in United States Army Basic Combat Training recruits |
title_short | Association between stress fracture incidence and predicted body fat in United States Army Basic Combat Training recruits |
title_sort | association between stress fracture incidence and predicted body fat in united states army basic combat training recruits |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5964907/ https://www.ncbi.nlm.nih.gov/pubmed/29788936 http://dx.doi.org/10.1186/s12891-018-2061-3 |
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