ReviewAdvances in nutrition (Bethesda, Md.)2021
Validity of Body-Composition Methods across Racial and Ethnic Populations.
Review in Advances in nutrition (Bethesda, Md.), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
36 citing papers in PubMed, 1 synthesis or guideline pooled it, 62 citations in OpenAlex.
- Association Between Fat-Free Mass and Mortality: A Systematic Review and Meta-Analysis.Journal of cachexia, sarcopenia and muscle · 2026Pooled it
- Relative muscle mass and grip strength as complementary correlates of metabolic syndrome: a nationwide DXA-based study of Korean adults.Endocrine · 2026Article
- Assessing body composition via a smartphone computer vision application: High repeatability but method-dependent agreement compared with BODPOD and Inbody.PLOS digital health · 2026Article
- Unpacking adiposity: a narrative critical appraisal of diverse obesity definitions.Diabetology & metabolic syndrome · 2026Review
- Bioelectrical Impedance in Pediatric Dialysis: Clinical Applications, Limitations, and Opportunities.Hemodialysis international. International Symposium on Home Hemodialysis · 2026Review
- Voxel-based Deep Regression for Enhanced Body Composition Estimation from 3D Body Scans.SN computer science · 2026Article
- Segmental fat-free mass and lean soft mass: a comparative study with dual X-ray absorptiometry (DXA), bioelectrical impedance analysis (BIA) and anthropometry and development of anthropometric prediction models.Journal of the International Society of Sports Nutrition · 2025Article
- Burden of heat stress on residual work capacity among farmers living with chronic HIV in Siaya county, Kenya: a longitudinal observational study protocol.BMC public health · 2025Observational
- Science behind policy: implementing a modern circumference-based body fat equation with a physical fitness threshold is associated with lower musculoskeletal injury risk.International journal of obesity (2005) · 2025Article
- From Cadavers to Codes: The Evolution of Anatomy Education Through Digital Technologies.Medical science educator · 2025Review
- A Decade of Progress in Ultrasound Assessments of Subcutaneous and Total Body Fat: A Scoping Review.Life (Basel, Switzerland) · 2025Review
- Overweight and Obese Children Aged 6-17 Years in China Had Lower Level of Hydration Status: A Cross-Sectional Study.Nutrients · 2025Article
- Advances in the estimation of body fat percentage using an artificial intelligence 2D-photo method.NPJ digital medicine · 2025Article
- Bioelectrical impedance analysis and skinfold thickness for the estimation of body fat: a population-based study in southern Brazil.Revista da Associacao Medica Brasileira (1992) · 2025Article
- Agreement between fat-free mass from bioelectrical impedance analysis and dual-energy X-ray absorptiometry and their use in estimating resting metabolic rate in resistance-trained men.Journal of the International Society of Sports Nutrition · 2024Article
- Body fat variation and redistribution across different stages of life measured by dual-energy x-ray absorptiometry.Journal of global health · 2024Article
- Maternal weight status at conception predicts offspring body fat at age 11 years: population data from the Japan Kids Body Composition Study using dual-energy X-ray absorptiometry.Journal of physiological anthropology · 2024Article
- The challenges of assessing adiposity in a clinical setting.Nature reviews. Endocrinology · 2024Review
- The life-course changes in muscle mass using dual-energy X-ray absorptiometry: The China BCL study and the US NHANES study.Journal of cachexia, sarcopenia and muscle · 2024Article
- Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Multi-compartment body-composition models that divide the body into its multiple constituents are the criterion method for measuring body fat percentage, fat mass, and fat-free mass. However, 2- and 3-compartment body-composition devices such as air displacement plethysmography (ADP), DXA, and bioelectrical impedance devices [bioelectrical impedance analysis (BIA)] are more commonly used. Accurate measures depend on several assumptions, including constant hydration, body proportion, fat-free body density, and population characteristics. Investigations evaluating body composition in racial and ethnic minorities have observed differences in the aforementioned components between cohorts. Consequently, for racial/ethnic minority populations, estimates of body composition may not be valid. The purpose of this review was to comprehensively examine the validity of common body-composition devices in multi-ethnic samples (samples including >1 race/ethnicity) and in African-American, Hispanic, Asian, and Native American populations. Based on the literature, DXA produces valid results in multi-ethnic samples and ADP is valid for Hispanic and African American males when utilizing race-specific equations. However, for DXA and ADP, there is a need for validity investigations that include larger, more racially diverse samples, specifically including Hispanic/Latinx, Asian, Native American adults, and African-American females. Technology has advanced significantly since initial validity studies were conducted; therefore, conclusions are based on outdated models and software. For BIA, body-composition measures may be valid in a multi-ethnic sample, but the literature demonstrates disparate results between races/ethnicities. For BIA and ADP, the majority of studies have utilized DXA or hydrostatic weighing as the criterion to determine validity; additional studies utilizing a multi-compartment model criterion are essential to evaluate accuracy. Validity studies evaluating more recent technology in larger, more racially/ethnically diverse samples may improve our ability to select the appropriate method to accurately assess body composition in each racial/ethnic population.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.