ATG7 and atherosclerosis: In summary, as shown in the schematic diagram (Fig. 9), our study demonstrated that CARMN knockdown suppressed CSNK1A1 expression, thereby promoting VSMC-derived foam cell formation and atherosclerosis via the transcriptional downregulation of autophagy mediated by the AKT/ATG7 pathway.