Our research identified eight proteins crucial for SP compounds’ activity in BC, including ERBB2, IL6, EGFR, BCL2, PPARG, HSP90AA1, ESR1, MAPK3, PTGS2, and HSP90AB1. The gene discussed is PPARG; the disease is breast cancer.