Based on the RNA sequencing data, PDCD1 expression was significantly lower in Stage-III thymoma than in Stage-I (Fig. 8C), although there was no difference in CSF3 expression between Masaoka stages I-IV (Fig. 8D). Here, PDCD1 is linked to thymoma.