Supplementary data from: Percent body fat misclassifies patients with sarcopenia as obese: Support for fat mass index in obesity assessment
Data files
Jun 12, 2026 version files 38.08 KB
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README.md
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Supplement_1_methods_4_1_26.docx
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Supplemental_Table_S1.docx
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Abstract
Background: Percent body fat (%BF) is a common measurement reported on dual-energy X-ray absorptiometry (DXA) to assess for obesity. %BF is calculated as fat mass divided by total body mass, and thereby increases with either higher fat mass or reduced muscle mass. In contrast, fat mass index (FMI; kg/m²) quantifies fat mass independent of muscle mass. It is unknown whether patients classified as obese by %BF have low muscle mass, and whether individuals with sarcopenia are labeled as obese by %BF versus FMI.
Methods: We utilized whole-body DXA data from 1999-2006 NHANES in adults ≥20 years of age (N=14,850) to estimate the prevalence obesity by %BF, FMI, BMI, and waist circumference. We compared body composition across definitions and examined obesity prevalence among those with sarcopenia.
Results: More patients met criteria for obesity when defined by %BF (76.8%) compared to BMI (33.9%), FMI (35.8%), and WC (51%). Participants classified as obese by %BF had lower lean (muscle) mass, FMI, and BMI compared to participants obese by FMI (all p<0.001). Among patients with sarcopenia, 62.4% were classified as obese by %BF compared with 0.5% if BMI was used to define obesity.
Conclusions: Patients who are classified as obese by %BF had the lowest muscle mass and fat mass compared to participants who met other definitions of obesity. The majority of patients with sarcopenia are labeled as obese by %BF. We believe these findings support the use of FMI, a measurement not confounded by muscle mass, for research and clinical assessment.
Dataset DOI: 10.5061/dryad.rjdfn2zss
Supplemental Material:
Supplement_1_methods_4_1_26.docx : Supplemental Methods
Supplemental_Table_S1.docx.: Table S1. Accuracy of body mass index and waist circumference for detecting obesity by fat mass index and % body fat
Human subjects data
The National Health and Nutrition Examination Survey (NHANES) obtains written informed consent from all participants for both data collection and the publication of de-identified data. All survey protocols and consent procedures are approved by the NCHS Research Ethics Review Board.
