The tumor microenvironment in RS displayed significant compositional changes, and signaling inference revealed enhanced cell–cell communication via BAFF and APRIL pathways, involving interactions with receptors such as BAFF-R and TACI on RS cells. The gene discussed is TNFSF13B; the disease is neoplasm.