From a non-imaging perspective, pre-treatment levels of immunohistochemical markers, including Ki-67, HER2, and circulating nucleosomes have been linked to the likelihood of breast tumour’s response to NAC [4–7]. Here, ERBB2 is linked to breast neoplasm.