Early-onset Alzheimer’s is often linked to rare inherited mutations in genes like APP, PSEN1, or PSEN2, usually affecting people under age 65. Late-onset Alzheimer’s, the more common form, is associated with risk genes like ApoE4, which influence but don’t directly cause the disease.