Each 10 mg/dl higher apoA‐IV translated into lower odds of prevalent cardiovascular disease (1289 cases, odds ratio = 0.80, 95% confidence interval [CI] 0.72–0.86, p = 0.0000003). Here, APOA4 is linked to cardiovascular disorder.