To explore the potential roles of NOX4, TIMP1, AURKA, and TP53 genes in immune regulation and their interaction with immune checkpoint pathways, expression data for these core genes was derived from a comprehensive pan-cancer dataset, alongside data from 60 immune checkpoint pathway genes (24 inhibitory and 36 stimulatory). This evidence concerns the gene AURKA and cancer.