Meghan K Magee, Jennifer B Fields, Angela Miller, Andrew R Jagim, Debra Stroiney, Brittanie Lockard, Margaret T Jones
{"title":"A new estimation equation to assess body composition in an athletic population.","authors":"Meghan K Magee, Jennifer B Fields, Angela Miller, Andrew R Jagim, Debra Stroiney, Brittanie Lockard, Margaret T Jones","doi":"10.1080/15502783.2025.2504578","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Research has shown air displacement plethysmography (ADP) to be a valid and reliable alternative to dual-energy X-ray absorptiometry (DXA) in the general population; however, its validity and reliability indicate conflicting evidence in an athletic population. The purpose of this study is to develop a novel estimation equation using body density obtained from ADP in an athletic population to assess body fat percent (BF%) more accurately.</p><p><strong>Methods: </strong>One hundred and thirty (males, <i>n</i> = 69; females, <i>n</i> = 61) National Collegiate Athletic Association Division I athletes participated in this study. Thirty athletes were randomly withheld for the hold-out sample, and the remaining 100 athletes were used in the development of the equation. Body composition was evaluated using ADP and DXA. Linear regression was used to develop a new prediction equation (Equation 1) with body density (ADP) as the independent variable and BF% (DXA) as the dependent variable. Repeated measures analysis of variance was used to identify differences between ADP-Brozek, DXA, and Equation 1. Interclass correlation coefficients (ICCs) were assessed to evaluate the reliability of the equation.</p><p><strong>Results: </strong>Significance was set to <i>p</i> < 0.05. Linear regression was conducted to create Equation 1, which explained 90.5% of the variance. ADP-Brozek reported lower BF% than Equation 1 (<i>p</i> < 0.001) in the development and hold-out samples; however, BF% from Equation 1 and DXA were not different from each other (<i>p</i> = 0.999). ICCs were strong in both samples (original sample: ICC = 0.975, <i>p</i> < 0.001; hold-out sample: ICC = 0.964, <i>p</i> < 0.001).</p><p><strong>Conclusion: </strong>The newly proposed equation may be used with ADP measurements to interpret BF% in an athletic population.</p>","PeriodicalId":17400,"journal":{"name":"Journal of the International Society of Sports Nutrition","volume":"22 1","pages":"2504578"},"PeriodicalIF":4.5000,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12120859/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the International Society of Sports Nutrition","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/15502783.2025.2504578","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/5/28 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"NUTRITION & DIETETICS","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Research has shown air displacement plethysmography (ADP) to be a valid and reliable alternative to dual-energy X-ray absorptiometry (DXA) in the general population; however, its validity and reliability indicate conflicting evidence in an athletic population. The purpose of this study is to develop a novel estimation equation using body density obtained from ADP in an athletic population to assess body fat percent (BF%) more accurately.
Methods: One hundred and thirty (males, n = 69; females, n = 61) National Collegiate Athletic Association Division I athletes participated in this study. Thirty athletes were randomly withheld for the hold-out sample, and the remaining 100 athletes were used in the development of the equation. Body composition was evaluated using ADP and DXA. Linear regression was used to develop a new prediction equation (Equation 1) with body density (ADP) as the independent variable and BF% (DXA) as the dependent variable. Repeated measures analysis of variance was used to identify differences between ADP-Brozek, DXA, and Equation 1. Interclass correlation coefficients (ICCs) were assessed to evaluate the reliability of the equation.
Results: Significance was set to p < 0.05. Linear regression was conducted to create Equation 1, which explained 90.5% of the variance. ADP-Brozek reported lower BF% than Equation 1 (p < 0.001) in the development and hold-out samples; however, BF% from Equation 1 and DXA were not different from each other (p = 0.999). ICCs were strong in both samples (original sample: ICC = 0.975, p < 0.001; hold-out sample: ICC = 0.964, p < 0.001).
Conclusion: The newly proposed equation may be used with ADP measurements to interpret BF% in an athletic population.
期刊介绍:
Journal of the International Society of Sports Nutrition (JISSN) focuses on the acute and chronic effects of sports nutrition and supplementation strategies on body composition, physical performance and metabolism. JISSN is aimed at researchers and sport enthusiasts focused on delivering knowledge on exercise and nutrition on health, disease, rehabilitation, training, and performance. The journal provides a platform on which readers can determine nutritional strategies that may enhance exercise and/or training adaptations leading to improved health and performance.