A one-way logistic regression analysis was used to discover possible prognostic genes, resulting in the creation of a prognostic model containing three CKD-related differential genes (HSPA5, TSC22D3, and GABARAPL1). This evidence concerns the gene TSC22D3 and chronic kidney disease.