Obesity, T2DM duration > 5 years, albuminuria, CKD, hypertriglyceridemia, as well as using insulin both with and without oral GLDs were independently associated with the prevalence of anemia among our participants. Here, INS is linked to obesity due to melanocortin 4 receptor deficiency.