The level of CEACAM1 expression in tumour cells and positivity of CEACAM1 in CD4 and CD8 T cells did not show a significant difference between untreated and PD-1 treatment-resistant tumours (Supplementary Figs 2b,3b). Here, PDCD1 is linked to neoplasm.