Moreover, causal network analysis (CNA) [33] further connected upstream regulators to our dataset molecules, placing the APP gene (amyloid β precursor protein), which encodes a membrane protein mainly expressed in neuronal synapses and closely related to AD development, at the forefront of potential relationships (Figure 2). This evidence concerns the gene APP and Alzheimer disease.