The International Atomic Energy Agency International Doubly Labelled Water Database: Aims, Scope and Procedures
Open accessAbstract
Background: The doubly labelled water (DLW) method is an isotope-based technique that quantifies total energy expenditure (TEE) over periods of 1–3 weeks from the differential elimination of stable isotopes of oxygen and hydrogen. The method was invented in the 1950s, but limited ability to measure low isotope enrichments combined with the high cost of isotopes meant it only became feasible to use in humans in the 1980s. It is still relatively expensive to use, and alone small samples are unable to tackle some of the important questions surrounding energy balance such as how have expenditures changed over time and how do expenditures differ with age, between sexes and in different environments? Summary: By combining information across studies, answers to such questions may be possible. The International Atomic Energy Agency (IAEA) DLW database was established to pool DLW data across multiple studies. It was initiated by the main labs currently using the method and is hosted by the IAEA. At present, the database contains 6,621 measures of TEE by DLW from individuals in 23 countries, along with various additional data on the study participants. Key Messages: The IAEA DLW database is a key resource enabling future studies of energy demands.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Theory of use of the turnover rates of body water for measuring energy and material balance
Lifson, N., & McClintock, R. (1966) · Journal of Theoretical Biology · doi:10.1016/0022-5193(66)90185-8 · Cited by 983 · see citing works
Doubly Labelled Water: Theory and Practice
Speakman, J. R. (1997) · Medical Entomology and Zoology · Cited by 750 · see citing works
Self-citationMeasurement of energy expenditure in humans by doubly labeled water method
Schoeller, D. A., & van Santen, E. (1982) · Journal of Applied Physiology · doi:10.1152/jappl.1982.53.4.955 · Cited by 594 · see citing works
Self-citationUse of the doubly labeled water technique in humans during heavy sustained exercise
Westerterp, K. R., Saris, W. H. M., van Es, M., & ten Hoor, F. (1986) · Journal of Applied Physiology · doi:10.1152/jappl.1986.61.6.2162 · Cited by 264 · see citing works
Self-citationLifson, N., Gordon, G. B., Visscher, M. B., & Nier, A. O. C. (1949) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(18)56700-4 · Cited by 133 · see citing works
Klein, P., James, W. P. T., Wong, W. W., Irving, C. S., Murgatroyd, P. R., Cabrera, M. P., Dallosso, H. M., Klein, E. R., & Nichols, B. L. (1984) · PubMed · Cited by 103 · see citing works
Self-citationIsotope method for the measurement of carbon dioxide production rate in man
Coward, W., & Prentice, A. M. (1985) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/41.3.659 · Cited by 75 · see citing works
Rosetta, L., Kurpad, A. V., Mascie‐Taylor, C. G. N., et al. (2005) · European Journal of Clinical Nutrition · doi:10.1038/sj.ejcn.1602134 · Cited by 17 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Daily energy expenditure through the human life course
Pontzer, H., Yamada, Y., Sagayama, H., Ainslie, P. N., Andersen, L. F., Anderson, L. J., Arab, L., Baddou, I., Bedu-Addo, K., Blaak, E. E., et al. (2021) · Science · doi:10.1126/science.abe5017 · Cited by 583 · see citing works
Self-citationA standard calculation methodology for human doubly labeled water studies
Speakman, J. R., Yamada, Y., Sagayama, H., Berman, E. S. F., Ainslie, P. N., Andersen, L. F., Anderson, L. J., Arab, L., Baddou, I., Bedu-Addo, K., et al. (2021) · Cell Reports Medicine · doi:10.1016/j.xcrm.2021.100203 · Cited by 143 · see citing works
Self-citationSpeakman, J. R., de Jong, J. M. A., Sinha, S., Westerterp, K. R., Yamada, Y., Sagayama, H., Ainslie, P. N., Anderson, L. J., Arab, L., Bedu-Addo, K., et al. (2023) · Nature Metabolism · doi:10.1038/s42255-023-00782-2 · Cited by 67 · see citing works
Self-citation
- Authors
- Speakman, J. R., Pontzer, H., Rood, J., Sagayama, H., Schoeller, D. A., Westerterp, K. R., Wong, W. W., Yamada, Y., Loechl, C., & Murphy-Alford, A. J.
- Affiliations
- University of Aberdeen (GB)
- Duke University (US)
- Pennington Biomedical Research Center (US)
- University of Tsukuba (JP)
- University of Wisconsin–Madison (US)
- Maastricht University (NL)
- Baylor College of Medicine (US)
- National Institute of Health and Nutrition (JP)
- International Atomic Energy Agency (AT)
- ORCID
- Venue
- Annals of Nutrition and Metabolism
- Publisher
- S. Karger AG
- Published
- 2019
- Volume
- 75
- Issue
- 2
- Pages
- 114-118
- ISSN
- 0250-6807 (ISSN-L)
- 1421-9697
- OpenAlex
- W2989870306
- Cited by
- 50
- References
- 8
- Citations by year
- 2026: 7 · 2025: 12 · 2024: 4 · 2023: 7 · 2022: 8 · 2021: 8 · 2020: 4
- FWCI
- 3.43
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Annals of Nutrition and Metabolism (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Research Publications (Maastricht University) (publishedVersion, cc-by)
- Aberdeen University Research Archive (Aberdeen University) (submittedVersion, other-oa)
- Research Publications (Maastricht University) (submittedVersion, other-oa)
- Funders
- National Science Foundation (1824466)
- International Atomic Energy Agency
- Japan Society for the Promotion of Science (18K17882)
- Topics
- Health Sciences › Medicine › Physiology › Body Composition Measurement Techniques
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Nutrition and Health Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › Muscle metabolism and nutrition
- Keywords
- doubly labeled water, total energy expenditure, energy balance, data pooling, stable isotope tracers, hydrogen and oxygen isotopes, energy requirements, age and sex differences
- MeSH terms
- Adult, Body Weight, Breast Feeding, Energy Intake, Deuterium, Energy Metabolism, Female, Humans, Infant, International Agencies, Male, Oxygen Isotopes, Pregnancy, Water Supply, Databases, Factual, Malnutrition, Overnutrition
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review