However, in these previous studies, anaemia, low haemoglobin and low albumin were also reported to be associated with a higher risk of DR, DKD and cardiovascular disease26–36, and smoking and high platelet count are well-known risk factors. This evidence concerns the gene ALB and anemia (phenotype).