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). This evidence concerns the gene MTF1 and Sepsis.