We utilized univariate Cox regression and LASSO regression analyses to identify nine feature genes, including IL-36A, AP1S3, IL1RAP, CARD14, IL1A, and IRAK1 to build a prognostic risk model for GC, in which patients with high-risk scores had a significantly reduced survival duration. This evidence concerns the gene IRAK1 and gastric cancer.