Moreover, gene expression profiling (GEP) of CLL-associated monocytes revealed aberrantly high PD-L1 expression and secretion of multiple inflammatory and immunosuppressive cytokines like IL-10, TNF-α, and CXCL9 that also contribute to worsening the situation. Here, TNF is linked to B-cell chronic lymphocytic leukemia.