Similarly, geniposide can significantly improve some depression-like behaviours induced by RRS and inhibit RRS-induced neuronal apoptosis in the hippocampus of mice, downregulate the expression level of proinflammatory cytokines, and upregulate GLP-1R/protein kinase B (AKT) signal-related protein expression. This evidence concerns the gene GLP1R and major depressive disorder.