This retrospective study included 159 HER2-amplified patients with locally advanced breast cancer who received neoadjuvant trastuzumab, pertuzumab and chemotherapy....In univariate logistic regression analyses in the training set, the HER2/CEP17 ratio (OR=1.307, p=0.001, 95% CI: 1.117–1.530), HER2 copy number (OR=1.097, p=0.012, 95% CI: 1.021–1.180), and CD8 level (OR=1.072, p=0.024, 95% CI: 1.009–1.139) (Table 2) were better associated with pCR.