Firstly, we used the LASSO and RFE algorithms to filter 24 initial N-glycans and optimize the complexity of the model, identifying 6 initial N-glycans (GP1, GP5, GP14, GP20, GP21 and GP24) for sepsis (Figures 2a, b). Here, GTPBP1 is linked to Sepsis.