Our ssGSEA revealed significant differences in immune cell infiltration between SE and HC groups, particularly in activated B cells and CD4+ T cells, indicating an imbalance that may drive the exaggerated inflammatory response and immune dysregulation in sepsis (Liu et al., 2022) and may be associated with the identified DEGs (Xue et al., 2023). Here, CD4 is linked to Sepsis.