Through integrative analyses of transcriptomic datasets, we identified a germline-associated molecular signature, with CCNB1, CCNB2, PTTG1, RACGAP1, and UBE2C emerging as core EGT gene clusters markedly upregulated in breast tumors. Here, CCNB1 is linked to breast neoplasm.