However, after adjusting for confounding factors, only a significant association between high PCSK9 levels and increased risk of MACEs in DM subjects was observed (HR: 2.283, 95% CI 1.094–4.764, P = 0.028) (Table 5 and Additional file 2: Table S1). Here, PCSK9 is linked to diabetes mellitus.