In another research, authors considered that neuroprotection of LPIN1 was associated with inhibition of the PKD/Limk1/Cofilin signaling pathway, and LPIN1 might ameliorate the cognitive impairments in Diabetic encephalopathy (DE) animal models [35]. The gene discussed is PRKD1; the disease is diabetic encephalopathy.