To evaluate whether the expression patterns of retinoid receptors/binding proteins in cell lines recapitulate the situation in mammary tumors, we analyzed the TCGA RNA-seq dataset consisting of over 1,000 breast tumors classified into Luminal-A, Luminal-B, HER2-like, Normal-like and Basal according to PAM50. This evidence concerns the gene ERBB2 and breast cancer.