In NRES, sPD1 and sLAG-3 showed a direct correlation and it is known that PD1 and LAG-3 are often co-expressed on both exhausted T cells and tumor cells within the tumor microenvironment [19, 35]. The gene discussed is PDCD1; the disease is neoplasm.