Our research directly observed that NAT10 regulates the proliferation of CFs and the differentiation into myofibroblasts through mediating BCL‐XL mRNA ac4C acetylation, ultimately affecting the pathophysiological process of myocardial fibrosis. Here, BCL2L1 is linked to Myocardial fibrosis.