As BRCA1 functions as a tumor suppressor, we only selected the cancer samples with loss-of-function mutations of BRCA1, including deep deletion, truncating mutation and missense mutation (putative driver) as BRCA1-deficient cancers for further analysis. This evidence concerns the gene BRCA1 and neoplasm.