As an example, in the absence of cognitive decline, a diagnosis of a pre-symptomatic AD patient is tentative and disease candidates are determined based on low levels of amyloid-beta peptide in the blood or in MRI brain images. The gene discussed is APP; the disease is Alzheimer disease.