A study using tumor immune estimation resources revealed a relationship between immune checkpoint genes and cytokines, showing a positive correlation between the expression of PD-1, CTLA-4, and hepatitis A virus cellular receptor 2 with levels of IFN-γ and IL-2 [152]. Here, PDCD1 is linked to neoplasm.