Our study found seven downstream factors that may be associated with chemoresistance, LTF, SOD2, STAT1, CDKN2A, CD81, RAC1, and NDRG1 and five factors that may be associated with tumor development, CCN1, DCTN3, MUC1, H1-5, and SLC1A5. The gene discussed is NDRG1; the disease is neoplasm.