Among them, the AUCs of ITGAM, KIF1B, RRAGD, S100A9, SCOC, and SPTLC2 in the internal and external test sets were more than 0.6, indicating diagnostic significance for sepsis. This evidence concerns the gene S100A9 and Sepsis.