The participants had a similar distribution for age, nodal status and ER and PR status, but a different distribution for tumor size, TNM stage, HER2 status, and breast tumor subtypes between discovery and replication sets (p-value<0.05 by Chi-square test). This evidence concerns the gene ERBB2 and breast neoplasm.