Finally, the 6 DECuGs (ANKRD9, DLD, LIPT1, MTF1, PDHB, UBE2D4) as diagnostic biomarkers for sepsis were identified by the intersection of the two machine learning algorithms (Fig. 5C). Here, DLD is linked to Sepsis.