Background/Objectives: HER2-positive breast cancer (HER2+BC) is an aggressive subtype, with neoadjuvant treatment (NAT) aiming to achieve a pathological complete response (pCR) to improve long-term outcomes. This evidence concerns the gene ERBB2 and breast carcinoma.