In this study, a novel 8-DRG signature (MDC1, RPA3, MED17, DDB2, SFPQ, XRCC4, CYP19A1, and PARP3) was successfully identified to predict the survival of patients with BC in both the training and test cohorts. The gene discussed is PARP3; the disease is breast cancer.