UMAP embedding of LYZ+ monocytes (Fig. 5a) and nearest neighbor differential abundance analysis unveiled a significant loss of ncMonos in patients with late sepsis compared with healthy controls (Fig. 5b,c). Here, LYZ is linked to Sepsis.