In summary, the elastic modulus value, Ki-67 expression level and molecular subtypes all showed a degree of predictive value for postoperative pCR in patients with early BC and negatively affected the postoperative OS and DFS times in these patients. This evidence concerns the gene MKI67 and breast cancer.