Skeletal muscle and adipose tissue changes in the first phase of treatment of pediatric solid tumors.
Lenat JoffeWei ShenGrace ShadidZhezhen JinElena J LadasPublished in: Cancer medicine (2020)
Body composition is increasingly recognized as an important factor in cancer outcomes. Use of computed tomography (CT) in cancer care provides the opportunity to accurately quantify whole-body lean and adipose tissues from images at the third lumbar spine. We sought to substantiate the use of routinely captured, single-slice chest CT images at the thoracic level for evaluation of skeletal muscle, residual lean tissue, and adiposity among pediatric solid tumor patients. We performed a retrospective analysis among children who underwent treatment for a solid tumor at Columbia University Irving Medical Center. Skeletal muscle (SM), residual lean tissue (RLT), and adipose tissue cross-sectional areas (cm2 ) were analyzed at diagnosis and at first follow-up for disease evaluation (6-14 weeks). Imaging analysis was performed utilizing slice-O-matic image analysis software. Of the 57 patients identified, 39 had chest CT imaging that included intervertebral level T12-L1, and 22 also had concurrent imaging at L3. Correlation coefficients between body composition variables at T12-L1 and L3 were strong (r = 0.93-0.98). Paired t-test showed a significant decrease in SM (-4.2 ± 8.12, p = 0.003) and RLT (-10.7 ± 28.5, p = 0.025) as well as a trend toward a significant increase in visceral adipose tissue (3.10 ± 9.65, p = 0.052). Univariable analysis demonstrated a significant association between increasing age and increased SM loss (β = -0.496 with SE = 0.194, p = 0.011), and a lack of association between body mass index and body composition changes. We provide the first line of evidence that single-slice images from routinely obtained chest CT scans provide a simple, readily available mechanism for assessing body composition in pediatric solid tumor patients. Adverse body composition changes were observed, particularly among adolescents and young adults. Precis: Changes in body composition can be detected via routine CT images in pediatric patients undergoing treatment for solid tumors.
Keyphrases
- body composition
- bone mineral density
- computed tomography
- resistance training
- adipose tissue
- skeletal muscle
- insulin resistance
- image quality
- end stage renal disease
- dual energy
- contrast enhanced
- newly diagnosed
- ejection fraction
- chronic kidney disease
- cross sectional
- deep learning
- prognostic factors
- positron emission tomography
- magnetic resonance imaging
- high resolution
- high fat diet
- peritoneal dialysis
- convolutional neural network
- young adults
- optical coherence tomography
- type diabetes
- clinical practice
- spinal cord injury
- emergency department
- magnetic resonance
- physical activity
- preterm birth
- gene expression
- papillary thyroid
- radiation therapy
- weight gain
- patient reported
- adverse drug
- weight loss