INS and neoplasm: Exercise effectively delays disease progression and improves patients' quality of life through multi-targeted mechanisms, such as improving glucose and lipid metabolism, enhancing insulin sensitivity, regulating immune-inflammatory responses, inhibiting hepatic stellate cell activation, and remodeling the tumor microenvironment.