In this large cross-sectional study, we observed that four non-insulin-based surrogate indices of IR: AIP index, TyG index, METS-IR and ln(TG/HDL) and were each significantly associated with the prevalence of CHD. Here, INS is linked to autoimmune pancreatitis.