Emerging evidence suggests that OPN plays a critical role in modulating lipid metabolism and energy output in adipocytes, thereby influencing tumorigenesis and tissue senescence and the efficacy of metabolic therapies such as dietary interventions and cold exposure in patients with cancer. This evidence concerns the gene SPP1 and cancer.