highly significantP < 0.000001
After ranking the genes in the test and validation sets, we identified a signature of 95 highly significant ( P < 0.000001) differentially expressed genes (FDR = 0), which distinguished tamoxifen treated from untreated breast cancer patients ( Fig. 3 ).