BackgroundLipoprotein‐associated phospholipase A2 (Lp‐PLA2) is an independent risk factor for cardiovascular disease. However, relationship between carotid artery stenosis and cerebrovascular events in high stroke‐risk populations is still unclear.MethodsA total of 835 people at a high risk of stroke were screened from 15,933 people aged >40 years in April 2013 and followed at 3, 6, 12, and 24 months. Finally, 823 participants met the screening criteria, and the clinical data and biochemical parameters were investigated.ResultsAmong the 823 participants, 286 had varying degrees of carotid artery stenosis and 18 had cerebrovascular events. The level of Lp‐PLA2 in the carotid artery stenosis group was higher than that in the no stenosis group, and the level in the event group was higher than that in the no event group (p < 0.05). Spearman correlation analysis showed that Lp‐PLA2 was positively correlated with the degree of carotid artery stenosis (r = 0.093, p = 0.07) and stenosis involvement (r = 0.094, p = 0.07). The correlation coefficient between Lp‐PLA2 and lipoprotein was the highest on the levels of sdLDL (r = 0.555, p < 0.001), followed by non‐HDL, LDL, TC, and TG. Cox multivariate regression analysis revealed that, compared with the first quantile of Lp‐PLA2 level (Q1, low level), the risk of cerebrovascular events in the fourth quantile of Lp‐PLA2 was 10.170 times that of the first quantile (OR = 10.170, 95% CI 1.302–79.448, p = 0.027).ConclusionsLp‐PLA2 levels can evaluate carotid artery stenosis and predict the occurrence of cerebrovascular events in high stroke‐risk populations and provide scientific guidance for risk stratification management.