In conclusion, NAT10 regulates gene expression and translation of key metabolic pathways, such as glycolysis, fatty acid metabolism, and amino acid metabolism, through ac4C modification, thus playing an important role in energy production, material synthesis, and immune regulation in the tumor microenvironment. Here, NAT10 is linked to neoplasm.