In our study, MR analysis showed that IgD+ CD24+ %B cells, CD45 on CD8br, SSC-A on HLA-DR + NK, and CD8br AC were reduced risk of sepsis, whereas SSC-A on plasmacytoid DC was increased risk of sepsis. The gene discussed is CD24; the disease is Sepsis.