Our analysis of the single-cell dataset pinpointed that ARG1-CCR7 was a prominent indicator for B cells and T cells in sepsis, while JAM3-PIK3AP1 and IRF6-HP were identified as notable marker for monocytes in sepsis. This evidence concerns the gene IRF6 and Sepsis.