We found expression of HLA-DPB1, a MHC class II gene, in CD14+ monocytes was inversely correlated with severity of infection, whereas expression of alarmins (e.g., S100A9) in CD14+ monocytes was positively correlated with severity. Here, HLA-DPB1 is linked to infection.