Although our nomogram, which incorporates clinical (stage, LDH, anemia and ECOG performance status), inflammatory (SII), and molecular (BCL2 expression) features, demonstrated slightly improved discriminative ability and clinical utility compared to existing tools, the overall discriminatory power remains limited. Here, BCL2 is linked to anemia.