Considering the conventional features of the AITL TME with strong CD40-CD40LG activity [23, 25], AITL2 represented an uncommon TME type in AITL, whose tumorigenesis was weakly supported by GC B cells via the CD40-CD40LG axis. Here, CD40 is linked to angioimmunoblastic T-cell lymphoma.