For example, a mutation in the amyloid precursor protein gene almost inevitably leads to Alzheimer's disease, yet it is rare, and many Alzheimer's disease patients do not carry this mutation. This evidence concerns the gene APP and early-onset autosomal dominant Alzheimer disease.