Very few effective field methods are available for accurate, non-invasive estimation of skeletal muscle volume (SMV) and mass in children. We aimed to develop regression-based prediction equations for SMV, using ultrasonography, in Japanese prepubertal children, and to assess the validity of these equations. In total, 145 healthy Japanese prepubertal children aged 6-12 years were randomly divided into two groups: the model development group (sixty boys, thirty-seven girls) and the validation group (twenty-nine boys, nineteen girls). Reference data in the form of contiguous MRI with 1-cm slice thickness were obtained from the first cervical vertebra to the ankle joints. The SMV was calculated by the summation of digitised cross-sectional areas. Muscle thickness was measured using B-mode ultrasonography at nine sites in different regions. In the model development group, strong, statistically significant correlations were observed between the site-matched SMV (total, arms, trunk, thigh and lower legs) measured by MRI and the muscle thickness Ă height measures obtained by ultrasonography, for both boys and girls. When these SMV prediction equations were applied to the validation groups, the measured total and regional SMV were also very similar to the values predicted for boys and girls, respectively. With the exception of the trunk region in girls, the Bland-Altman analysis for the validation group did not indicate any bias for either boys or girls. These results suggest that ultrasonography-derived prediction equations for boys and girls are useful for the estimation of total and regional SMV.Key words: Skeletal muscle volume: MRI: Children: Ultrasonography: Prediction equations Although body-composition studies have been developed and refined over more than 30 years, only a limited amount of information is available on total body skeletal muscle volume (SMV) and mass in children. Studies on body composition at the organ-tissue level in children have only indicated the proportional contributions of skeletal muscle (SM) mass to body weight (1) , and the process of developing a prediction formula for SM mass is still on-going (2) . The development of SMV in children is greatly influenced by nutritional intake and the level of physical activities. Therefore, SM mass may be a very important index for the estimation of nutritional status and prediction of exercise performance during different growth stages, and is linked to the comprehensive estimation of lifestyle (3) .MRI is a precise, reliable and safe method for the measurement of total body SMV in children and adults (4,5) . However, the use of MRI for the estimation of SMV requires exclusive-use facilities and a great deal of time for image analysis. On the other hand, ultrasonography is a non-invasive and safe method for the measurement of the muscle thickness of the extremities and trunk in children (6) . Moreover, a compact-type ultrasonography machine is easily portable, which is important for use during field research and for the assessment of SMV in...