Notably, PCAF promoted, whereas AARS1 did not affect, RHOA lactylation, highlighting the substrate-dependent regulation of lactylation; HDAC3 acts as a metabolic checkpoint, dynamically balancing lactylation levels to modulate RHOA signaling in tumor microenvironments. The gene discussed is AARS1; the disease is neoplasm.