ABCA7 loss‐of‐function variants significantly increase AD risk by disrupting lipid metabolism, causing mitochondrial dysfunction, DNA damage, and NF‐kB signaling alterations in neurons, thereby contributing to the pathogenesis of dementia through these cellular disruptions. The gene discussed is NFKB1; the disease is dementia.