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Relationship between bioelectrical impedance-derived muscle quality and physical activity, sedentary behavior, or sleep using compositional data analysis (CoDA).

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Title: Relationship between bioelectrical impedance-derived muscle quality and physical activity, sedentary behavior, or sleep using compositional data analysis (CoDA).
Authors: Asano Y; Doctoral Program in Physical Education, Health and Sport Science, Degree Programs in Comprehensive Human Sciences, Graduate School of Comprehensive Human Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305- 8574, Ibaraki, Japan.; Center for Physical Activity Research, Health and Nutrition, National Institutes of Biomedical Innovation, KENTO Innovation Park NK Building, 3-17, Senriokashinmachi, Settsu, 566-0002, Osaka, Japan.; Department of Frailty Research, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu, 474-8511, Aichi, Japan., Miyachi M; Center for Physical Activity Research, Health and Nutrition, National Institutes of Biomedical Innovation, KENTO Innovation Park NK Building, 3-17, Senriokashinmachi, Settsu, 566-0002, Osaka, Japan.; Faculty of Sport Sciences, Waseda University, 2-579-15 Mikajima, Saitama, 359- 1192, Japan., Nanri H; Laboratory of Gut Microbiome for Health, Microbial Research Center for Health and Medicine, National Institutes of Biomedical Innovation, Health and Nutirition, 7-6-8 Saito-Asagi, Ibaraki, 567-0085, Osaka, Japan.; Laboratory of Behavioral Physiology, Center for Clinical Nutrition, National Institutes of Biomedical Innovation, Health and Nutirition, KENTO Innovation Park NK Building, 3-17, Senriokashinmachi, Settsu, 566-0002, Osaka, Japan., Murakami H; Center for Physical Activity Research, Health and Nutrition, National Institutes of Biomedical Innovation, KENTO Innovation Park NK Building, 3-17, Senriokashinmachi, Settsu, 566-0002, Osaka, Japan.; Faculty of Sport and Health Science, Ritsumeikan University, 1-1-1 Nojihigashi, Kusatsu, 525-8577, Shiga, Japan., Gando Y; Center for Physical Activity Research, Health and Nutrition, National Institutes of Biomedical Innovation, KENTO Innovation Park NK Building, 3-17, Senriokashinmachi, Settsu, 566-0002, Osaka, Japan.; Faculty of Sports Science, Surugadai University, 698 Azu, Hanno, 357- 8555, Saitama, Japan., Nakagata T; Center for Physical Activity Research, Health and Nutrition, National Institutes of Biomedical Innovation, KENTO Innovation Park NK Building, 3-17, Senriokashinmachi, Settsu, 566-0002, Osaka, Japan.; Laboratory of Gut Microbiome for Health, Microbial Research Center for Health and Medicine, National Institutes of Biomedical Innovation, Health and Nutirition, 7-6-8 Saito-Asagi, Ibaraki, 567-0085, Osaka, Japan., Yoshida T; Center for Physical Activity Research, Health and Nutrition, National Institutes of Biomedical Innovation, KENTO Innovation Park NK Building, 3-17, Senriokashinmachi, Settsu, 566-0002, Osaka, Japan.; Institute for Active Health, Kyoto University of Advanced Science, Kameoka, Kyoto, Japan., Okura T; Institute of Health and Sport Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8574, Ibaraki, Japan.; R&D Center for Tailor-Made QOL, University of Tsukuba, 1-2 Kasuga, Tsukuba, 305-8550, Ibaraki, Japan., Yamada Y; Department of Sports and Health Sciences, Graduate School of Biomedical Engineering, Tohoku University, 1-2 Seiryo-cho, Aoba-ku, Sendai, Miyagi, Japan. yosuke.yamada.c1@tohoku.ac.jp.; Department of Medicine and Science in Sports and Exercise, Tohoku University, 1- 2 Seiryo-cho, Aoba-ku, Sendai, Miyagi, Japan. yosuke.yamada.c1@tohoku.ac.jp.
Source: Scientific reports [Sci Rep] 2025 Dec 18; Vol. 15 (1), pp. 44108. Date of Electronic Publication: 2025 Dec 18.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
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