In ABC-DLBCL, IGHV-SHMhigh was associated with significantly lower PD-1 expression in T cells and B cells in the overall cohort and the training set, and significantly lower PD-L1 expression in CD8+ T cells in the overall cohort and the validation set (Fig. 3c). Here, PDCD1 is linked to diffuse large B-cell lymphoma.