Compare with patients without DR, patient with DR had a lower proportion of males, longer DM duration, lower BMI, lower serum levels of ALB, ALT, AST, higher levels of BUN and D-dimer, and higher probability of hypertension, dyslipidemia, renal insufficiency and DME (Table 1). This evidence concerns the gene ALB and Renal insufficiency.