Alzheimer’s disease (AD) has long resisted effective treatments due to its pathological heterogeneity and cell-type-specific regulatory changes. In this issue of Cell, Li et al. leverage single-cell RNA sequencing and drug repurposing to propose a promising combination therapy, validated through real-world evidence and mouse models, that targets multiple AD-relevant cell types.