ACTA2 and Alzheimer disease: Genetic predispositions like ACTA2 mutations[10] increase VSMC sensitivity to CE/TG-induced dysfunction, suggesting genotype-metabolism interactions that warrant exploration.These factors do not contradict our metabolic-gene network but highlight its place in a multifactorial AD model – future studies should integrate them to refine mechanistic understanding.