In addition, participants who developed retinopathy were more likely to be older, belonged to the white race, assigned to the standard treatment arm, had a longer duration of diabetes, higher levels of HDL, SBP, but lower levels of BMI, triglyceride, RC, eGFR, and were less likely to be on insulin. Here, INS is linked to diabetes mellitus.