A 16-year-old female with a body mass index in the 97th percentile presents with several months of recurrent, colicky right upper quadrant pain, which is worse after eating fatty foods. An abdominal ultrasound confirms cholelithiasis. Given the patient’s demographic and primary risk factor, what is the most likely composition of her gallstones?