Among tumor clusters, the difference in chemoresistance-related expression was major in stemness-related expression, including EMT, Notch, TNFα, Hedgehog, and BMP gene sets, when the ABC transporter, DNA repair, TGFβ, Wnt β-catenin and MAPK gene set scores were relatively uniform. The gene discussed is TNF; the disease is neoplasm.