In this study, we have revealed that the metabolic reprogramming induced by HKII‐mediated glycolysis and PDK2‐mediated OXPHOS, coupled with MG‐M1 polarization, plays a crucial role in determining the fate of AD neurons. Here, HK2 is linked to Alzheimer disease.