INS and gallstones: Elevated BMI remains associated with an enlarged CBD, influenced by factors such as biliary stasis, gallstone development, insulin resistance, changes in lipid metabolism, and pressure from abdominal fat, leading to heightened cholesterol levels and gallstone formation [13].