Strong PDE1A expression was seen in the kidney, suggesting their possible involvement in kidney diseases (41).We found that PDE1A was a key gene of DKD, which is related to focal adhesion and lysine degradation pathways. This evidence concerns the gene PDE1A and diabetic kidney disease.