C4A and nasopharyngeal carcinoma: In summary, the heterogeneous TME of NPC was revealed by single-cell high-resolution, and through transcriptome analysis of 21526 B cells of 13 subtypes, we identified essential cells and molecules potentially contributing to NPC tumorigenesis, revealing the specificity of the C4 CD86+ Memory B cells subpopulation in NPC.