Bao et al. demonstrated that BACE1 is predominantly SUMOylated at K501 residue, which escalates its protease activity and stability and subsequently increases Aβ production, leading to cognitive defect seen in the AD mouse model. The gene discussed is BACE1; the disease is Alzheimer disease.