Nevertheless, we also noted distinct mechanisms underlying the co-occurrence of T2D and PAD between Europeans and East Asians, which might be attributed to the different LD structures in the two ethnicities (Fig. 4 taking gene SMARCD2 as an example). Here, SMARCD2 is linked to type 2 diabetes mellitus.