There are increasing attempts to improve the available algorithms for T2DM by including indices such as quantitative insulin sensitivity check index (QUICKI), homeostatic model assessment (HOMA), adiposity index (AI) [15,16] and metabolic biomarkers to identify pre-diabetes and T2DM [17,18]. Here, INS is linked to diabetes mellitus.