CD4 and neoplasm: Therefore, a negative correlation of risk score with naïve B cells, naive CD4+ T cells, and resting mast cells and the positive correlation with monocytes suggests that the 18-gene signature is tightly associated with immune-active status in the tumor microenvironment.