Signal pathways closely related to diabetic nephropathy were enriched in TGFβ‐induced HK2 cells, including metabolic pathways, AGE‐RAGE signaling pathway in diabetic complications, and ECM‐receptor interaction. Here, TGFB1 is linked to diabetic kidney disease.