In this study, we identified NLRC4 as a PRG associated with sepsis based on machine learning and constructed a ceRNA network of lncRNAs and miRNAs around NLRC4, which may serve as early molecular biomarkers for therapeutic targets of sepsis. This evidence concerns the gene NLRC4 and Sepsis.