ICI promoted Ki67+CD30+CD20+EBER+PD-L1+ PTLD with central nervous system (CNS) involvement, mirroring EBV+ CNS PTLD in humans. Here, TNFRSF8 is linked to post-transplant lymphoproliferative disease.