Multivariable analyses using the LASSO revealed that expression of PGR, ESR1, NAT1, GABRP, TBC1D9, SLC39A6 and LRBA of the 32 gene candidates was collectively the most important predictors for both breast cancer mortality and recurrence. This evidence concerns the gene GABRP and breast cancer.