The age up to 50 years, female gender, presence of complications of diabetes mellitus, knowledge of side effects, blurred vision, lack of knowledge about insulin therapy and the expensive cost of insulin therapy were the main variables significantly (p < 0.001) associated with PIR compared to non-resistant patients. This evidence concerns the gene INS and diabetes mellitus.