Gene and pathway enrichment analysis revealed that the ‘Tumor_2’ population upregulates fucosylation, hydroxylation and HIF pathways, and genes associated with the basal-like tumor subtype (BTNL8, AGR3 and LYZ) (Fig. 2j,k). Here, LYZ is linked to neoplasm.