Also, an illustrative diagram was drawn to interpret the presence of a null causal relation between ALT and diabetic nephropathy/diabetic retinopathy in the present focus, where an assumption on linear causal association was made (Figure 5). This evidence concerns the gene GPT and diabetic kidney disease.