Our results highlight a shared neuroinflammatory signature across Alzheimer’s disease (AD), Parkinson’s disease (PD), and Huntington’s disease (HD), characterized by the dysregulation of hub genes such as MMP9, S100A8, S100A9, CCL2, and LCN2. The gene discussed is S100A9; the disease is Parkinson disease.