Description | Gene markers | LIHC | |||
---|---|---|---|---|---|
None | Purity | ||||
Cor | p | Cor | p | ||
CD8 + T cell | CD8A | 0.224 | 1.37E−05 | 0.304 | 7.86E−09 |
 | CD8B | 0.228 | 8.78E−06 | 0.297 | 1.97E−08 |
T cell (general) | CD3D | 0.275 | 7.86E−08 | 0.348 | 3.02E−11 |
 | CD3E | 0.249 | 1.36E−06 | 0.362 | 4.07E−12 |
 | CD2 | 0.253 | 8.58E−07 | 0.352 | 1.62E−11 |
B cell | CD19 | 0.232 | 6.58E−06 | 0.256 | 1.51E−06 |
 | CD79A | 0.249 | 1.20E−06 | 0.323 | 7.89E−10 |
Monocyte | CD86 | 0.279 | 5.30E−08 | 0.379 | 3.09E−13 |
 | CD115 (CSF1R) | 0.188 | 2.85E−04 | 0.275 | 2.13E−07 |
TAM | CCL2 | 0.137 | 8.51E−03 | 0.19 | 3.87E−04 |
 | CD68 | 0.273 | 1.06E−07 | 0.331 | 2.76E−10 |
 | IL10 | 0.23 | 7.82E−06 | 0.302 | 1.10E−08 |
M1 Macrophage | INOS (NOS2) | 0.036 | 4.85E−01 | 0.052 | 3.36E−01 |
 | IRF5 | 0.315 | 5.17E−10 | 0.314 | 2.59E−09 |
 | COX2(PTGS2) | 0.159 | 2.07E−03 | 0.234 | 1.11E−05 |
M2 Macrophage | CD163 | 0.081 | 1.18E−01 | 0.14 | 9.00E−03 |
 | VSIG4 | 0.059 | 2.53E−01 | 0.109 | 4.35E−02 |
 | MS4A4A | 0.089 | 8.79E−02 | 0.161 | 2.79E−03 |
Neutrophils | CD66b(CEACAM8) | 0.072 | 1.65E−01 | 0.091 | 8.98E−02 |
 | CD11b (ITGAM) | 0.124 | 1.70E−02 | 0.152 | 4.60E−03 |
 | CCR7 | 0.197 | 1.35E−04 | 0.291 | 3.55E−08 |
Natural killer cell | KIR2DL1 | − 0.003 | 9.50E−01 | − 0.012 | 8.18E−01 |
 | KIR2DL3 | 0.148 | 4.34E−03 | 0.17 | 1.54E−03 |
 | KIR2DL4 | 0.126 | 1.51E−02 | 0.152 | 4.56E−03 |
 | KIR3DL1 | 0.035 | 5.04E−01 | 0.049 | 3.63E−01 |
 | KIR3DL2 | 0.149 | 3.99E−03 | 0.187 | 4.73E−04 |
 | KIR3DL3 | 0.013 | 8.09E−01 | 0.016 | 7.63E−01 |
 | KIR2DS4 | 0.075 | 1.47E−01 | 0.088 | 1.04E−01 |
Dendritic cell | HLA-DPB1 | 0.221 | 1.85E−05 | 0.297 | 1.91E−08 |
 | HLA-DQB1 | 0.161 | 1.90E−03 | 0.226 | 2.23E−05 |
 | HLA-DRA | 0.171 | 9.37E−04 | 0.238 | 8.11E−06 |
 | HLA-DPA1 | 0.185 | 3.48E−04 | 0.264 | 6.66E−07 |
 | BDCA-1(CD1C) | 0.291 | 1.19E−08 | 0.356 | 1.02E−11 |
 | BDCA-4(NRP1) | 0.352 | 4.11E−12 | 0.359 | 6.60E−12 |
 | CD11c (ITGAX) | 0.268 | 1.77E−07 | 0.34 | 9.01E−11 |
Th1 | T-bet (TBX21) | 0.161 | 1.91E−03 | 0.238 | 7.87E−06 |
 | STAT4 | 0.19 | 2.42E−04 | 0.221 | 3.35E−05 |
 | STAT1 | 0.339 | 2.56E−11 | 0.382 | 1.98E−13 |
 | IFN-γ (IFNG) | 0.217 | 2.47E−05 | 0.261 | 9.20E−07 |
 | TNF-α (TNF) | 0.301 | 3.49E−09 | 0.376 | 4.90E−13 |
Th2 | GATA3 | 0.255 | 6.17E−07 | 0.343 | 5.58E−11 |
 | STAT6 | 0.107 | 3.85E−02 | 0.106 | 4.95E−02 |
 | STAT5A | 0.327 | 1.13E−10 | 0.365 | 2.58E−12 |
 | IL13 | 0.077 | 1.40E−01 | 0.066 | 2.25E−01 |
Tfh | BCL6 | 0.214 | 3.47E−05 | 0.208 | 1.01E−04 |
 | IL21 | 0.086 | 9.91E−02 | 0.12 | 2.63E−02 |
Th9 | TGFBR2 | 0.215 | 2.99E−05 | 0.244 | 4.43E−06 |
 | IRF4 | 0.283 | 3.05E−08 | 0.366 | 2.38E−12 |
 | PU.1(SPI1) | 0.308 | 3.08E−09 | 0.407 | 3.28E−15 |
Th17 | STAT3 | 0.064 | 2.21E−01 | 0.081 | 1.34E−01 |
 | IL17A | 0.13 | 1.20E−02 | 0.156 | 3.64E−03 |
Th22 | CCR10 | 0.352 | 2.74E−12 | 0.359 | 6.31E−12 |
Treg | FOXP3 | 0.11 | 3.38E−02 | 0.15 | 5.35E−03 |
 | CCR8 | 0.24 | 3.01E−06 | 0.292 | 3.28E−08 |
 | STAT5B | 0.293 | 9.95E−09 | 0.285 | 6.90E−08 |
 | TGFβ (TGFB1) | 0.34 | 2.25E−11 | 0.403 | 7.02E−15 |
T cell exhaustion | PD-1 (PDCD1) | 0.318 | 3.63E−10 | 0.386 | 1.09E−13 |
 | CTLA4 | 0.308 | 1.39E−09 | 0.38 | 2.65E−13 |
 | LAG3 | 0.304 | 2.67E−09 | 0.346 | 4.12E−11 |
 | TIM-3 (HAVCR2) | 0.247 | 1.63E−06 | 0.343 | 5.67E−11 |
 | GZMB | 0.159 | 2.13E−03 | 0.199 | 1.95E−04 |