All other microenvironment factors were analyzed, including PD-1 and PD-L2 expression; CD4:CD8 ratio, CD20+ B cells, and tumor necrosis of lymphoid aggregates were not correlated with response to treatment. This evidence concerns the gene CD8A and neoplasm.