NPC1 and renal cell carcinoma: Similarly, our analysis revealed that apCAFs displayed the highest transcriptional similarity with NFs in CC (Figure 5E), NPC (Supplementary Figure 14A), and RCC (Supplementary Figure 14E), with R of 0.91, 0.85, and 0.57, respectively.