In this research, immune response gene sets containing cytokines, chemokines, interleukins, TGFβ family members, and TNF family members were active in advanced DKD, while cytokine receptor and interleukin receptor gene sets were changed in early DKD. The gene discussed is TGFB1; the disease is diabetic kidney disease.