Histone deacetylase 3 (HDAC3) has emerged as a pivotal “eraser” enzyme capable of removing lactylation modifications from proteins, thus playing a crucial role in regulating the homeostasis of protein lactylation after stroke. The gene discussed is HDAC3; the disease is Stroke.