Recent advances in single-cell RNA sequencing, spatial transcriptomics, and advanced imaging enable high-resolution spatiotemporal analysis of MCP-1 and monocyte-derived cells in Alzheimer’s disease, revealing their dynamic roles in neuroinflammation and offering insights for stage-specific interventions. This evidence concerns the gene CCL2 and Alzheimer disease.