Of the 83 (three additional TP53 mutant tumor samples were considered for the profiling study, see Methods) breast tumors considered for gene-profiling analysis, 37 had enough high-quality RNA extracted from biopsies before chemotherapy to be analyzed with the arrays, leaving the remaining 46 samples for validation studies. This evidence concerns the gene TP53 and breast neoplasm.