Our findings showed a 142, 171, and 165% higher risk of hyperinsulinemia, IR, insulin insensitivity, and 70% lower risk of β-cell dysfunction among participants in the highest tertile of the ELIH score compared with those in the lowest tertile. This evidence concerns the gene INS and Hyperinsulinemia.