In diabetic nephropathy, researchers found that GLIS family zinc finger 1 (Glis1) can bind and interact with lactoyltransferase KAT5, reducing the interaction of histone and KAT5, decreasing the lactylation level of histone, and alleviating the senescence of renal tubular epithelial cells. The gene discussed is GLIS1; the disease is diabetic kidney disease.