Pro-inflammatory cytokines, such as TNF-α, IL-6, and IL-1β, are upregulated in AD and drive microglial and astrocyte activation, synaptic dysfunction, and neuronal apoptosis (Abdelhamed et al., 2025; Morimoto et al., 2011). Here, TNF is linked to Alzheimer disease.