In conclusion, subcutaneous fat contributes directly or indirectly to the development and progression of BC through various mechanisms, including inflammatory responses, leptin signaling, tumor microenvironment remodeling, and hypoxia induction. The gene discussed is LEP; the disease is breast cancer.