To verify the effect of MAPK14, the only hub gene that was involved in all the states of monocyte differentiation in sepsis, metabolomics was performed by a UHPLC-MS system (the clinical information of was shown in Supplementary Table 3). Here, MAPK14 is linked to Sepsis.