Epigenetics refers to heritable changes in gene expression independent of DNA nucleotide sequence itself, and the main mechanisms include DNA methylation, histone modifications, noncoding RNAs, and so on. Vascular disease is a chronic disease regulated by the interaction between environmental and genetic factors. In recent years, more and more studies have confirmed that epigenetic regulation plays an important role in the occurrence and development of vascular diseases. This article reviews recent advances in epigenetics in vascular disease.