This study identified the blood AD- and CVD-related genes using a statistical method (i.e., selection of genes with significantly different expression levels between two conditions), a PPI network, TF database, disease–gene relationship databases, as well as the validated SNPs related to expression or disease status. This evidence concerns the gene TF and Alzheimer disease.