The results revealed that DEGs were mainly enhanced in CD4+ T cells, CD8+ T cells, B cells, monocytes, PBMCs and DCs, suggesting that the occurrence and progression of ANCA-GN are mediated by the abnormal activation of T cells and B cells and several cytokines and chemokines produced by their interaction. Here, CD8A is linked to ganglioneuroma.