However, METS-IR less than the threshold was only negatively associated with CVDs-related death risk in subgroups with ≤ 65 years, male, White, non-White, already diagnosed diabetes, or uesd oral drugs, insulin, insulin sensitizing drugs. Here, INS is linked to diabetes mellitus.