In summary, we found that although TNF plays an important role in promoting TLSs and tumor infiltration of B cells in tumors, this axis can simultaneously activate the pyroptosis pathway of myeloid cells, thereby inhibiting the antitumor response of myeloid cells. Here, TNF is linked to neoplasm.