CAV1, the coat proteins of caveolae, is indispensable for caveolae formation [25], which has been proven to facilitate the profibrotic response to hyperglycemia in DKD [19] and participates in the transcytosis of glomerular endothelial cells [17, 18]. The gene discussed is GOLPH3; the disease is diabetic kidney disease.