This study shows that the C-peptide-based index CPR-IR [20/(fasting CPR × fasting plasma glucose)] was more strongly correlated with GDR than were the insulin-based indexes HOMA-IR, QUICKI, ISI, and the C-peptide-based CLIX in T2DM participants with high HIC. This evidence concerns the gene INS and type 2 diabetes mellitus.