最終更新日：2026/07/28
髙橋 英幸
タカハシ ヒデユキ
(Hideyuki TAKAHASHI)
論文
- タイトル
- Skeletal Muscle Mass Is Independently Associated With Water Turnover in Male Athletes
- タイトル（英）
- Skeletal Muscle Mass Is Independently Associated With Water Turnover in Male Athletes
- 参照URL
- https://researchmap.jp/takahashi-hideyuki/published_papers/54492924
- 著者
- Sagayama, Hiroyuki,Tanabe, Yoko,Uchizawa, Akiko,Khatun, Suraiya,Shiose, Keisuke,Tomiga-Takae, Rie,Yasukata, Jun,Higaki, Yasuki,Ohnishi, Takahiro,Takahashi, Hideyuki,Yamada, Yosuke,Silva, Analiza M.,Kondo, Emi
- 著者（英）
- Sagayama, Hiroyuki,Tanabe, Yoko,Uchizawa, Akiko,Khatun, Suraiya,Shiose, Keisuke,Tomiga-Takae, Rie,Yasukata, Jun,Higaki, Yasuki,Ohnishi, Takahiro,Takahashi, Hideyuki,Yamada, Yosuke,Silva, Analiza M.,Kondo, Emi
- 担当区分
- 概要
- Fat-free mass (FFM) is a key component of body composition that contributes moderately to water turnover (WT). However, FFM consists of multiple components, and the extent of its contribution to WT, especially in relation to skeletal muscle mass (SMM) in athletes, remains unclear. This study aimed to examine the association between WT and body composition in athletes. Thirty male participants (20 ± 2 years old) were members of college sports clubs or athletic organizations. WT was determined using the deuterium dilution method for 1 week. Total body water (TBW), intracellular water (ICW), and extracellular water (ECW) were measured using deuterium and sodium bromide dilution. Bone mineral content was measured using DXA, and four-component models were used to calculate FFM and total body protein (TBP). MRI and MRS were used to evaluate SMM and muscle glycogen. WT was positively associated with TBW (r = 0.563), ICW (r = 0.549), SMM (r = 0.548), and ambient temperature (r = 0.519). To overcome mathematical coupling and multicollinearity, regularized regression analyses (LASSO and Elastic Net) were performed. Because TBW and TBP are algebraically dependent on the deuterium-derived water space from which WT was calculated, they were excluded from the candidate predictors. Both models retained SMM, ICW, and ambient temperature as predictors of WT, whereas ECW, bone mineral content, muscle glycogen, and relative humidity were not retained. The modest cross-validated performance (leave-one-out R<sup>2</sup> = 0.20-0.23) suggests that WT in athletes is also influenced by behavioral and unmeasured environmental factors. Functional body composition compartments, specifically SMM and ICW, were associated with WT in athletes beyond the mathematical dependency between WT and TBW; SMM, measured independently by MRI, was an independent correlate, whereas the association of ICW-derived in part from TBW-was not fully independent of the WT measurement.
- 概要（英）
- Fat-free mass (FFM) is a key component of body composition that contributes moderately to water turnover (WT). However, FFM consists of multiple components, and the extent of its contribution to WT, especially in relation to skeletal muscle mass (SMM) in athletes, remains unclear. This study aimed to examine the association between WT and body composition in athletes. Thirty male participants (20 ± 2 years old) were members of college sports clubs or athletic organizations. WT was determined using the deuterium dilution method for 1 week. Total body water (TBW), intracellular water (ICW), and extracellular water (ECW) were measured using deuterium and sodium bromide dilution. Bone mineral content was measured using DXA, and four-component models were used to calculate FFM and total body protein (TBP). MRI and MRS were used to evaluate SMM and muscle glycogen. WT was positively associated with TBW (r = 0.563), ICW (r = 0.549), SMM (r = 0.548), and ambient temperature (r = 0.519). To overcome mathematical coupling and multicollinearity, regularized regression analyses (LASSO and Elastic Net) were performed. Because TBW and TBP are algebraically dependent on the deuterium-derived water space from which WT was calculated, they were excluded from the candidate predictors. Both models retained SMM, ICW, and ambient temperature as predictors of WT, whereas ECW, bone mineral content, muscle glycogen, and relative humidity were not retained. The modest cross-validated performance (leave-one-out R<sup>2</sup> = 0.20-0.23) suggests that WT in athletes is also influenced by behavioral and unmeasured environmental factors. Functional body composition compartments, specifically SMM and ICW, were associated with WT in athletes beyond the mathematical dependency between WT and TBW; SMM, measured independently by MRI, was an independent correlate, whereas the association of ICW-derived in part from TBW-was not fully independent of the WT measurement.
- 出版者・発行元
- 出版者・発行元（英）
- 誌名
- Scandinavian journal of medicine & science in sports
- 誌名（英）
- Scandinavian journal of medicine & science in sports
- 巻
- 36
- 号
- 7
- 開始ページ
- e70332
- 終了ページ
- 出版年月
- 2026年7月
- 査読の有無
- 査読有り
- 招待の有無
- 掲載種別
- 研究論文（学術雑誌）
- ISSN
- 1600-0838
- DOI URL
- https://doi.org/10.1111/sms.70332
- 共同研究・競争的資金等の研究課題
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