Therefore, our study not only provides molecular basis for the lactate as critical biomarker in sepsis prognosis but also suggests that blocking lactate/GPR81 signaling by GPR81 inhibitors may prevent lethality in sepsis. The gene discussed is HCAR1; the disease is Sepsis.