From the obtained results, we concluded that the cytoplasmic SIRT1 expression was closely related to hyperglycemia‐induced neurodegeneration and AD pathogenesis with Aß accumulation and Tau phosphorylation, and the 2D Transwell system could not fully represent the in vivo hyperglycemia‐induced AD. Here, SIRT1 is linked to Hyperglycemia.