The results demonstrated that IFNG, GABARAPL1, FH, BRD4, TFAP2C, MT1G, WIPI1, FADS2, SLC2A12 and NRAS mRNA levels were downregulated in BC specimens, especially in TNBC specimens. Here, NRAS is linked to breast cancer.