Four diagnostic genes (APRT, ARG1, UMPS and LDHB) with excellent diagnostic value were identified, which might be mainly concentrated in energy metabolism-related functions and the immune-related pathway in the Sepsis process. Here, LDHB is linked to Sepsis.