It has been reported in the literature that [23, 24] the reason for the low efficacy of chemotherapy is that mucus accounts for most of the total volume in MBC cells, forming a large pool of mucin, resulting in inconsistency between clinical or imaging assessment of chemotherapy efficacy and mucinous carcinoma pathology. This evidence concerns the gene MUC5AC and mucinous adenocarcinoma.