In this study, single‐cell RNA sequencing (scRNA‐seq), pseudotime trajectories reconstruction, and motif enrichment analysis are used, and macrophage diversity in anti‐GBM cGN under tight regulation of myeloid‐TLR4 is uncovered. Here, TLR4 is linked to glioblastoma.