Moreover, HOMA-IR as the index of insulin resistance was also significantly reduced in empagliflozin compared to placebo [adjusted mean difference: − 1.18 (− 1.47; − 0.89), P < 0.001) (patients who used insulin as anti-diabetic therapy were excluded from this analysis) (Fig. 5). This evidence concerns the gene INS and Insulin resistance.