Compared to the control group, signaling pathways such as ANNEXIN, CCL, and CADM showed enhanced relative information flow in sepsis samples, whereas classical immune-related pathways such as MHC-II, APP, IL16, and CD86 were markedly suppressed. This evidence concerns the gene APP and Sepsis.