Furthermore, the DNA methyltransferase (DNMT) family of proteins, particularly DNMT3A and DNMT3B, plays a pivotal role in heart failure and myocardial fibrosis by regulating gene expression through DNA methylation. Here, DNMT1 is linked to heart failure.