This study conducted a comprehensive investigation into the association between discordant and concordant categories of apoB, non‐HDL‐C, LDL‐C and Lp(a) and the incidence of ASCVD over a 20‐year follow‐up period, adjusted for a range of established risk factors. Here, LPA is linked to atherosclerosis.