In our study, although a significantly higher proportion of patients in subtype 1 were diagnosed with hormone receptor positive (HR +) BC, the up-regulated genes associated with lipid and amino acid metabolism regulation (sphingolipid, glycosphingolipid, choline, alanine, aspartate and glutamate) in this subtype. Here, NR4A1 is linked to breast cancer.