The pathogenesis of conditions like Alzheimer’s and Parkinson’s disease is fundamentally multifactorial, driven by oxidative stress [4], neuroinflammation [5], enzymatic dysregulation such as acetylcholinesterase (AChE) activity [6], and gut–brain axis disruption [7]. The gene discussed is ACHE; the disease is Parkinson disease.