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Updated: Aug 5, 2026

3D Ultrasound Imaging: Fast and Cost-effective Morphometry of Musculoskeletal Tissue
Published on: November 27, 2017
Associations between ultrasound-derived muscle morphology, adiposity, and VO2max in young, trained runners: An
Ryan A Gordon1,2, Charles K Hill1, Jon Rattenborg1
1Exercise Physiology Lab, Missouri State University, Springfield, USA.
Objective:
This exploratory cross-sectional study examined how muscle thickness and echo intensity of quadriceps and calf musculature are associated with maximal oxygen consumption (VO2max) in trained runners.
Methods:
Male and female runners (n = 25; 22 ± 3.0 years; 150-300+ min running per week) participated in this study. Participants' rectus femoris, vastus intermedius, vastus lateralis, and medial gastrocnemius were imaged via B-mode ultrasound and analysed for muscle thickness, corrected echo intensity, and subcutaneous adipose tissue. Participants then completed an incremental treadmill test. Associations between muscle thickness, corrected echo intensity, and VO2max were determined using Pearson's correlation coefficient. Multiple linear regression was used to determine whether muscle thickness, corrected echo intensity, or subcutaneous adipose tissue were predictive of VO2max.
Results:
VO2max was not associated with muscle thickness. VO2max was positively associated with corrected echo intensity of the medial gastrocnemius (r = 0.413; p = 0.04). In addition, VO2max was negatively associated with body mass index (r = -0.670), fat mass (r = -0.791), body fat percentage (r = -0.707), and subcutaneous adipose tissue of the vastus lateralis (r = -0.436; all p < 0.05). Stepwise multiple linear regression indicated corrected echo intensity of the medial gastrocnemius (F = 4.14, p = 0.047, R = 0.409, R 2 = 0.167) and corrected echo intensity of the medial gastrocnemius and vastus lateralis (F = 4.79, p = 0.019, R = 0.560, R 2 = 0.314) were the strongest predictors of VO2max.
Conclusion:
VO2max was not associated with muscle thickness of lower extremity musculature, but was associated with subcutaneous adipose tissue, corrected echo intensity, and more favorable whole-body fat mass and deposition in young, trained runners.

