By re-clustering macrophages and transitional B cells to reveal their functional characteristics, we discovered that in ITP, macrophage subtype 5, which is significantly enriched for CDKN1A, does not interact with other cells and is closely associated with senescence and the cell cycle. The gene discussed is CDKN1A; the disease is autoimmune thrombocytopenic purpura.