In healthy participants, ultrasound measures of muscle and subcutaneous adipose thickness had a high level of agreement compared with MRI measures, highlighting the potential to use ultrasound for body composition assessment in clinical practice and research.
Key Findings
Results
Ultrasound and MRI showed minimal bias for quadricep muscle thickness at the right quadricep 2/3 point.
The mean difference between measures was 0.04 mm (SD = 2.68 mm) at the right quadricep 2/3 point
This was described as showing 'minimal bias'
The study used a cross-sectional design with 35 healthy participants
Bland-Altman analyses were performed to assess agreement
Results
Mean differences for quadricep muscle thickness and cross-sectional area between ultrasound and MRI were small across all measured sites.
Mean differences for quadricep muscle thickness ranged from -1.41 to 0.04 mm
Mean differences for quadricep cross-sectional area (CSA) ranged from -0.07 to 0.05 cm²
Intraclass correlation coefficient (ICC) and Bland-Altman analyses were used to assess agreement
Measurements were taken at 5 sites including bicep and quadriceps locations
Results
High ICC values were obtained for muscle and subcutaneous adipose thickness at all five sites when comparing ultrasound with MRI.
ICC values of >0.90 were obtained for muscle and subcutaneous adipose thickness at all 5 sites
Measurements were taken at both bicep and quadriceps sites
Both muscle thickness and subcutaneous adipose thickness were assessed
35 healthy participants were included in the cross-sectional study
Results
Inter- and intra-operator reliability of ultrasound measurements was high.
ICC values of >0.90 were obtained for both inter- and intra-operator reliability of ultrasound
Ultrasound images were taken by two researchers to enable inter-operator reliability assessment
Reliability was assessed alongside agreement with MRI during the same research visit
Intraclass correlation coefficient analyses were used to assess reliability
Background
Ultrasound was evaluated as a bedside tool for body composition assessment against MRI as a reference method in a clinical research context.
MRI is described as costly and routinely inaccessible in clinical practice
Ultrasound is described as a 'noninvasive, bedside tool for body composition assessment'
Both muscle thickness and cross-sectional area (CSA) as well as subcutaneous adipose tissue thickness were measured
Measurements were taken at the bicep and quadriceps in 35 healthy participants
Both MRI and ultrasound assessments were conducted during the same research visit
Chand S, Plank L, Lambell K, Windsor J, Earthman C, Vaughan W, et al.. (2026). Measuring muscle and subcutaneous adipose tissue: agreement and reliability between dietetic-led ultrasound and magnetic resonance imaging.. Nutrition (Burbank, Los Angeles County, Calif.). https://doi.org/10.1016/j.nut.2025.113068