Among the genes with significant differences, NAPSA, MUC1, WFDC2, and MYO6 were well correlated with Tumor_C1 and Unknow_C2 (cells with a high positive rate of tumor markers), and these two cell clusters were all cells with a high positive rate of PD-L1. The gene discussed is NAPSA; the disease is neoplasm.