UBE2D1 and atherosclerosis: In the training dataset GSE97210, SLC31A1, ATP7A, SLC31A2, UBE2D1, CP and FDX1 were highly expressed while LOXL2, COA6 and SOD1 were lowly expressed in the atherosclerosis group as showed in the bar charts (Figure 8A).