Despite the adjustment of the five most influential variables (tumor size, age, ER, HER-2, and PR), prediction score was correlated with LNM (adjusted OR:2.73, 95% CI: 1.30-5.71, P=0.008; Figure 7). This evidence concerns the gene ERBB2 and neoplasm.