Guarneri et al. reported that in HER2-positive breast cancer the rate of loss of HER2 after NAC with trastuzumab was significantly lower than the rate of conversion after treatment with NAC without trastuzumab (14.7% versus 40%) [19]. This evidence concerns the gene ERBB2 and breast cancer.