Although CEACAM1 was not detected in the healthy donors, it was observed in the tumor-associated PBMC, in conjunction with the display of PD1, and in the tumors where it localized to viSNE islands that also exhibited PD1 and PD-L1 expression (Fig. 4b). Here, PDCD1 is linked to neoplasm.