The upregulated ACSL3, DDIT4, RRM2, and SLC2A1 with HR > 1 were considered as oncogenes, whereas the downregulated HERPUD1 and PEBP1 with HR < 1 were regarded as tumor suppressors. Here, RRM2 is linked to neoplasm.