We observed that the glycolysis pathway GSVA enrichment scores of apCAFs were higher compared with all other fibroblasts subpopulations except for eCAFs in solid tumor types including HNSCC (Figure 7D), NPC (Figure 7E), and BRCA (Figure 7F). Here, NPC1 is linked to head and neck squamous cell carcinoma.