Therefore, promoting a healthy lifestyle that includes physical activity, alongside strategies to control BMI, reduce fat tissue inflammation, and regulate HGF signaling, may effectively lower breast cancer risk in the population. The gene discussed is HGF; the disease is breast cancer.