Exosomal transfer from chronic lymphocytic leukemia (CLL) cells to monocytes enhanced the secretion of cytokines, including CCL2, CCL4, and IL-6, while upregulating PD-L1 expression. Here, CCL4 is linked to B-cell chronic lymphocytic leukemia.