Geniposide activates the GLP-1R/AKT signaling pathway, which exerts neuroprotective effects against AD and depression by preventing apoptosis and inflammatory processes and promoting neurite outgrowth (Liu W. et al., 2015; Zhao J. et al., 2018). The gene discussed is AKT1; the disease is depressive symptom measurement.