Taken together, based on our study, the immune checkpoint protein PD-L1 overexpressed in monocytes during the late phase of sepsis contributed to immunosuppression in severe pneumonia-induced sepsis through the HIF-1α signaling pathway. The gene discussed is HIF1A; the disease is Sepsis.