Finally, INHBA, ITGA5, and SERPINE1 represent fDEGs associated with EGFR/MAPK and EMT in single malignant cells that correlate with the presence of nodal metastases in the large external TCGA-HNSCC cohort (Fig. 2I). Here, SERPINE1 is linked to head and neck squamous cell carcinoma.