TILs in the epithelial region, e.g. CD4+ T cells, CD204+ macrophage, and PD-1/PD-L1 expression, appeared to be more closely associated with the WHO grade and European Neuroendocrine Tumour Society (ENETS) stage. The gene discussed is PDCD1; the disease is neoplasm.