Table 1.
Biomarker | Prognostic value | |||||
---|---|---|---|---|---|---|
Clinical survival | Tumor stage | Differentiation grade | Metastasis | Response to chemotherapy | Response to immunotherapy | |
MAGE-A11 | − [63] | N/A | N/A | + [63] | N/A | N/A |
NY-ESO-1 | N/A | N/A | N/A | N/A | N/A | Vaccination:− [24] |
TMB | N/A | N/A | N/A | N/A | N/A | PD-1 inhibition: + [18] |
MANA | N/A | N/A | N/A | N/A | N/A | PD-1 inhibition: + [18] |
PD-L1 | N/A | N/A | N/A | N/A | N/A | PD-1 inhibition: + [18] |
PD-1 | N/A | + [67] | N/A | + [67] | N/A | N/A |
CTLA-4 | − [28] | N/A | N/A | N/A | N/A | N/A |
IDO1 | − [32, 70] | N/A | N/A | N/A | − [68] | N/A |
PD-L1 + IDO1 | − [68, 69] | N/A | N/A | N/A | − [69] | N/A |
VISTA | + [27] | N/A | N/A | N/A | N/A | N/A |
TGF-β | N/A | N/A | N/A | N/A | − [72] | N/A |
TGF-β + IL-10 | N/A | + [71] | N/A | N/A | N/A | N/A |
IL-6 | N/A | N/A | N/A | N/A | − [50] | N/A |
CD80 or CD86 | N/A | − [71, 73] | − [71, 73] | N/A | N/A | N/A |
CD1a+ cells | N/A | N/A | − [73] | N/A | N/A | N/A |
CD8+ TILs | + [75] | N/A | N/A | − [75] | + [75] | N/A |
CD8+/Foxp3+ ratio | + [29] | N/A | N/A | N/A | N/A | N/A |
CCL4highCCL20low | + [52] | N/A | N/A | N/A | N/A | N/A |
M2-like TAMs | − [48, 49] | N/A | N/A | N/A | N/A | N/A |
MDSCs | N/A | + [50, 51] | N/A | N/A | − [50] | N/A |
+, positively correlated; −, negatively correlated; N/A not available
EC esophageal cancer, MAGE-A11 melanoma-associated antigen A11, NY-ESO-1 New York esophageal squamous cell carcinoma 1, TMB tumor mutation burden, MANA mutation-associated neoantigen, PD-L1 programmed death-ligand 1, PD-1 programmed cell death protein 1, CTLA-4 cytotoxic T lymphocyte-associated protein 4, IDO1 indoleamine 2,3-dioxygenase 1, TGF-β transforming growth factor-β, IL-10 interleukin-10, IL-6 interleukin-6, TILs tumor-infiltrating lymphocytes, TAM tumor-associated macrophage, MDSC myeloid-derived suppressor cell