CD8+ T cells that exhibited high expression levels of exhaustion gene (HAVCR2, ENTPD1, LAG3, PDCD1, CXCL13, TOX, and GZMB) in the primary tumor were extracted and clustered. The gene discussed is PDCD1; the disease is neoplasm.