Second, a list of immune-related differentially expressed genes (DEGs) was screened, among which the top ranked gene, vascular cell adhesion protein 1 (VCAM1), was identified as an immune hub gene in DKD. This evidence concerns the gene VCAM1 and diabetic kidney disease.