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. This evidence concerns the gene TNFRSF13B and neoplasm.