Body Composition

Measuring muscle and subcutaneous adipose tissue: agreement and reliability between dietetic-led ultrasound and magnetic resonance imaging.

TL;DR

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

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

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

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

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

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

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Citation

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