We evaluated the potential relationship among pyrimidine metabolism pathways, proinflammatory cytokines (TNF-α/IL-1), and macrophages across multiple pan-cancer The Cancer Genome Atlas (TCGA; https://www.cancer.gov/ccg/research/genome-sequencing/tcga) clinical data cohorts. The gene discussed is TNF; the disease is cancer.