In addition, ligand–receptor pairs were involved in some canonical signaling pathways (such as the TNF signaling pathway, NF-kappa B signaling pathway and PI3K-Akt signaling pathway) and certain aging-associated diseases (such as Alzheimer’s disease). This evidence concerns the gene TNF and Alzheimer disease.