Based on a sizable prospective cohort, this study aims to assess the value of Non-HDL-C, AI, AIP, TG/HDL-C and LCI indexes for T2DM prediction Chinese people aged 45 and older. Here, AIP is linked to type 2 diabetes mellitus.