Early-onset Alzheimer's disease (EOAD) is associated with highly penetrant mutations in genes such as PSEN2, whereas the strongest genetic risk factor for late-onset Alzheimer's disease (LOAD) is the APOE4 allele. The gene discussed is PSEN2; the disease is late-onset Alzheimers disease.