Traditional sepsis scoring systems such as SOFA, Oasis, Saps II, and Aps III are widely used in the critical care assessment of sepsis (Qiu et al., 2023; Fan and Ma, 2024), but our results demonstrated limited effectiveness in identifying elderly SAE, with AUC values consistently below 0.7. This evidence concerns the gene SKAP2 and Sepsis.