Our findings revealed that the primary metabolites reflective of FINDRISC were generally consistent with those influenced by fasting insulin and HOMA-IR but not FBG, suggesting that FINDRISC may reflect insulin resistance rather than glycemia per se from a molecular perspective. Here, INS is linked to Insulin resistance.