We hypothesize that in follicular lymphoma, EBV infection may promote PD-L1 expression through LMP1 overexpression, thereby activating transcription factors AP-1, JAK/STAT, and NF-κB signaling pathways. Here, PDLIM7 is linked to Epstein-Barr virus infection.