Introduction: Phenotype switching of vascular smooth muscle cells (VSMC) between their synthetic and differentiated contractile state is a critical player in controlling the stability of atherosclerotic plaque. Hundreds of genes associated with coronary artery disease (CAD) have been identified through Genome-Wide Association Studies (GWAS). However, the involvement of most identified genes in the pathogenesis of atherosclerosis remains unknown. ATXN2 was identified as a CAD GWAS candidate gene with unclear biological role in atherosclerosis. ATXN2 regulates the endocytic internalization of the EGF receptor, which is essential in the VSMC phenotype switching. Therefore, we aimed to investigate whether ATXN2 is involved in the VSMC phenotype switching. Methods and Results: Using immunofluorescence, we demonstrated that ATXN2 siRNA knockdown resulted in a 5-fold increase in the ratio of the contractile phenotype of human aortic VSMC that expressed a high alpha-smooth muscle cell actin content compared to controls. In addition, we found that ATXN2 inhibition reduced the VSMC proliferation and migration as assessed by the EdU cell proliferation assay and the wound healing migration assay, respectively. Next, we confirmed that ATXN2 siRNA knockdown increased the mRNA expression of contractile markers: calponin, alpha-smooth muscle cell actin, and smooth muscle protein 22 alpha using quantitative PCR. We found that the enhancing effect of VSMC contractile phenotype by ATXN2 siRNA was less pronounced in the absence of TGF-beta. Indeed, the enhancing effect of ATXN2 inhibition on the VSMC contractile phenotype was abolished by SMAD4 gene silencing, suggesting the involvement of TGF-beta signaling. Furthermore, we validated the expression signature of the ATXN2 gene in different phenotypic subsets of VSMC from human atherosclerotic plaque samples using single-cell RNA sequencing analysis. We detected that ATXN2 expression was negatively correlated with the contractile VSMC subset. In conclusion, our findings suggests ATXN2, CAD GWAS candidate gene, as a novel potential therapeutic target to enhance the VSMC contractile phenotype for stabilizing atherosclerotic plaque in coronary artery disease patients.