In terms of aortic aneurysm, there was a significant positive association between the ApoB/ApoA1 ratio and the incidence rates of aortic aneurysm, especially AAA (all PFDR<0.05) (Fig. 2, Additional file, Table S5, Figure S1). This evidence concerns the gene APOA1 and aortic aneurysm.