It has been shown that the phospholipase D signaling pathway is a key signaling pathway in Alzheimer’s disease [31]; additionally, PACAP activates PAC1, and PAC1 couples with the phospholipase D signaling pathway to trigger downstream effects [32]. The gene discussed is ADCYAP1R1; the disease is early-onset autosomal dominant Alzheimer disease.