The unsupervised approach resulted in a 238 gene network, including the Alzheimer’s disease gene APP (Amyloid Beta Precursor Protein) as an exception node, and several novel candidate genes. This evidence concerns the gene APP and early-onset autosomal dominant Alzheimer disease.