The highest AUC reported was by Ma et al., 2020, who studied 43 patients with HER2-negative tumours, and found tumour stiffness after the fourth cycle of NACT was predictive of pCR with an AUC of 0.960 [159]. This evidence concerns the gene ERBB2 and neoplasm.