In summary, AL can improve diabetes-induced cognitive dysfunction, and its mechanism is related to the regulation of hippocampal Nrf-2/HO-1/ HMGB1/NF-κB signaling pathway, and its in-depth mechanism needs further study. This evidence concerns the gene HMGB1 and diabetes mellitus.