In both univariate and multivariate analyses, statistical interaction between AGR2 and FOXA1 on the PFS was significant (all P < 0.05) based on every cutoff point for ER-positive breast cancer (Table 3; Supplemental Table 4, see Additional file 4). This evidence concerns the gene AGR2 and breast cancer.