Through model interpretation and biological experimental validation, we identified three novel breast cancer genes—PCDHA10, PRICKLE2, and PRTG—demonstrating their inhibitory effects on cell proliferation and migration in breast cancer cell lines. The gene discussed is PCDHA10; the disease is breast carcinoma.