Both downregulating PKAR2α by shRNA and upregulating proteasome by expressing PA28γ rescued hTau‐induced PKA inhibition and CREB dephosphorylation, and upregulating PKA improved hTau‐induced cognitive deficits in mice. The gene discussed is PSME3; the disease is Cognitive impairment.