High AIB1 levels can substantially reduce TAM’s antagonistic effects in HER2-overexpressing tumors, highlighting the intricate relationship between genomic and non-genomic pathways in breast cancer resistance. The gene discussed is NCOA3; the disease is breast carcinoma.