Conclusions: 1,25-D3 alleviates neuroinflammation and improves vascular endothelial dysfunction through multitarget and multipathway by upregulating the GLP-1R/PI3K/AKT signaling axis to improve diabetes-induced brain injury. The gene discussed is GLP1R; the disease is diabetes mellitus.