World Health Organization equations have shortcomings for predicting resting energy expenditure in persons from a modern, affluent population: generation of a new reference standard from a retrospective analysis of a German database of resting energy expenditure
Open accessAbstract
Background Reference standards for resting energy expenditure (REE) are widely used. Current standards are based on measurements made in the first part of the past century in various races and locations.Objective The aim of the present study was to investigate the application of the World Health Organization (WHO) equations from 1985 in healthy subjects living in a modern, affluent society in Germany and to generate a new formula for predicting REE.Design The study was a cross-sectional and retrospective analysis of data on REE and body composition obtained from 2528 subjects aged 5-91 y in 7 different centers between 1985 and 2002.Results Mean REE varied between 5.63 and 8.07 MJ/d in males and between 5.35 and 6.46 MJ/d in females. WHO prediction equations systematically overestimated REE at low REE values but underestimated REE at high REE values. There were significant and independent effects of sex, age, body mass or fat-free mass, and fat mass on REE. Multivariate regression analysis explained up to 75% of the variance in REE. Two prediction formulas including weight, sex, and age or fat-free mass, fat mass, sex, and age, respectively, were generated in a subpopulation and cross-validated in another subpopulation. Significant deviations were still observed for underweight and normal-weight subjects. REE prediction formulas for specific body mass index groups reduced the deviations. The normative data for REE from the Institute of Medicine underestimated our data by 0.3 MJ/d.Conclusions REE prediction by WHO formulas systematically over- and underestimates REE. REE prediction from a weight group-specific formula is recommended in underweight subjects.
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The Muller et al. equation was developed on a larger, phenotypically similar cohort (body mass index >30 kg m−2; N=278).
“REE was also predicted from the equation developed by Muller et al.39 on a larger, phenotypically similar cohort (body mass index >30 kgm−2; N=278)”
From Intermittent energy restriction improves weight loss efficiency in obese men: the MATADOR study (2018) · cites this paper as Muller et al.39
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- Authors
- Müller, M. J., Bosy-Westphal, A., Klaus, S., Kreymann, G., Lührmann, P. M., Neuhäuser-Berthold, M., Noack, R., Pirke, K. M., Platte, P., Selberg, O., & Steiniger, J.
- Affiliations
- Justus-Liebig-Universität Gießen (DE)
- Corresponding author
- Müller, Manfred J
- Venue
- The American Journal of Clinical Nutrition
- Publisher
- Elsevier BV
- Published
- 2004-11
- Volume
- 80
- Issue
- 5
- Pages
- 1379-1390
- ISSN
- 0002-9165 (ISSN-L)
- OpenAlex
- W2147416676
- Cited by
- 351
- References
- 42
- Citations by year
- 2026: 14 · 2025: 12 · 2024: 18 · 2023: 20 · 2022: 20 · 2021: 20 · 2020: 22 · 2019: 28 · 2018: 17 · 2017: 19 · 2016: 11 · 2015: 26 · 2014: 17 · 2013: 12 · 2012: 11
- FWCI
- 5.55
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- American Journal of Clinical Nutrition (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Deutsche Forschungsgemeinschaft
- Topics
- Health Sciences › Medicine › Physiology › Body Composition Measurement Techniques
- Health Sciences › Nursing › Nutrition and Dietetics › Clinical Nutrition and Gastroenterology
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Nutrition and Health Studies
- Keywords
- resting energy expenditure, reference materials, body composition, fat-free mass, fat mass, body mass index, underweight, cross-validation, German population
- MeSH terms
- Adolescent, Adult, Aged, Aged, 80 and over, Basal Metabolism, Body Composition, Body Weight, Child, Cross-Sectional Studies, Female, Germany, Humans, Male, Middle Aged, Predictive Value of Tests, Reference Standards, Retrospective Studies, World Health Organization, Databases, Factual
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