We compared the capacity of ALB, PNI, and AAPR to distinguish the NPC TNM classification, including tumour size (> 5 cm vs. < 5 cm), lymph node invasion, distant organ metastasis, and stage (early vs. late stage) (Fig. 3b). Here, ALB is linked to neoplasm.