Importantly, we further revealed the negative correlation of circulating sEV PD-1/CD80 levels with ICAM-1, MHC-I and TAP1 levels in patients with HNSCC (Supplementary Fig. 7b). The gene discussed is TAP1; the disease is head and neck squamous cell carcinoma.