This study highlights the prognostic significance of ATM, BLM, and WRN in predicting survival outcomes in eBC patients.<h4>Background</h4>The prognostic significance of various biological and non-BRCA genetic in early-stage breast cancer (eBC) remains unclear and warrants further investigation. The gene discussed is BLM; the disease is breast carcinoma.