KEGG analysis showcased that these genes were closely associated with cancer-, immune-, and drug resistance-correlated pathways, such as the p53, platinum drug resistance, PI3K-Akt, TNF, IL-17, MAPK, HIF-1, and cGMP-PKG pathways, suggesting that ROS-related genes are involved in tumorigenesis. This evidence concerns the gene AKT1 and cancer.