INS and diabetes mellitus: Moreover, most studies have analyzed retrospective cohort data [18, 30] or lacked information on key risk factors for DR progression [31–33], such as duration of DM, insulin use, glycaemic and lipids profile, blood pressure (BP), and vascular complications [34].