Total energy expenditure is repeatable in adults but not associated with short-term changes in body composition

Authors

Rebecca Rimbach, Duke University
Yosuke Yamada, National Institute of Health and Nutrition
Hiroyuki Sagayama, University of Tsukuba
Philip N. Ainslie, Liverpool John Moores University
Lene F. Anderson, Universitetet i Oslo
Liam J. Anderson, Liverpool John Moores University
Lenore Arab, David Geffen School of Medicine at UCLA
Issaad Baddou, Université Ibn Tofail
Kweku Bedu-Addo, Kwame Nkrumah University of Science & Technology
Ellen E. Blaak, Universiteit Maastricht
Stephane Blanc, University of Wisconsin-Madison
Alberto G. Bonomi, Philips Research
Carlijn V.C. Bouten, Technische Universiteit Eindhoven
Pascal Bovet, Institut Universitaire de Médecine Sociale et Préventive Lausanne
Maciej S. Buchowski, Vanderbilt University Medical Center
Nancy F. Butte, Baylor College of Medicine
Stefan G.J.A. Camps, Universiteit Maastricht
Graeme L. Close, Liverpool John Moores University
Jamie A. Cooper, University of Wisconsin-Madison
Sai Krupa Das, Jean Mayer USDA Human Nutrition Research Center on Aging
Lara R. Dugas, Loyola University Chicago
Ulf Ekelund, Norges Idrettshøgskole
Sonja Entringer, Charité – Universitätsmedizin Berlin
Terrence Forrester, The University of the West Indies
Barry W. Fudge, University of Glasgow
Annelies H. Goris, Universiteit Maastricht
Michael Gurven, University of California, Santa Barbara
Catherine Hambly, University of Aberdeen
Asmaa El Hamdouchi, Université Ibn Tofail
Marije B. Hoos, Universiteit Maastricht
Sumei Hu, Institute of Genetics and Developmental Biology Chinese Academy of Sciences
Noorjehan Joonas, Ministry of Health
Annemiek M. Joosen, Universiteit Maastricht
Peter Katzmarzyk, Pennington Biomedical Research Center

Document Type

Article

Publication Date

12-1-2022

Abstract

Low total energy expenditure (TEE, MJ/d) has been a hypothesized risk factor for weight gain, but repeatability of TEE, a critical variable in longitudinal studies of energy balance, is understudied. We examine repeated doubly labeled water (DLW) measurements of TEE in 348 adults and 47 children from the IAEA DLW Database (mean ± SD time interval: 1.9 ± 2.9 y) to assess repeatability of TEE, and to examine if TEE adjusted for age, sex, fat-free mass, and fat mass is associated with changes in weight or body composition. Here, we report that repeatability of TEE is high for adults, but not children. Bivariate Bayesian mixed models show no among or within-individual correlation between body composition (fat mass or percentage) and unadjusted TEE in adults. For adults aged 20–60 y (N = 267; time interval: 7.4 ± 12.2 weeks), increases in adjusted TEE are associated with weight gain but not with changes in body composition; results are similar for subjects with intervals >4 weeks (N = 53; 29.1 ± 12.8 weeks). This suggests low TEE is not a risk factor for, and high TEE is not protective against, weight or body fat gain over the time intervals tested.

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