In summary, single-cell multi-omics analysis revealed that increased proportions of activated CD14+ monocytes, CD14+ monocytes characterized by ISG expression, cytotoxic CD8+ T cells, and KIR+ CD8+ T cells were characteristic of newly diagnosed, untreated MPA. The gene discussed is CD8A; the disease is microscopic polyangiitis.