Description | Gene markers | BRCA (n = 1100) | LUAD (n = 515) | STAD (n = 415) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
None | Purity | None | Purity | None | Purity | ||||||||
Cor | P | Cor | P | Cor | P | Cor | P | Cor | P | Cor | P | ||
CD8+ T cell | CD8A | 0.498 | *** | 0.423 | *** | 0.527 | *** | 0.453 | *** | 0.492 | *** | 0.481 | *** |
 | CD8B | 0.407 | *** | 0.315 | *** | 0.398 | *** | 0.316 | *** | 0.404 | *** | 0.407 | *** |
T cell(general) | CD2 | 0.513 | *** | 0.424 | *** | 0.594 | *** | 0.524 | *** | 0.512 | *** | 0.501 | *** |
 | CD3D | 0.452 | *** | 0.349 | *** | 0.501 | *** | 0.405 | *** | 0.477 | *** | 0.461 | *** |
 | CD3E | 0.503 | *** | 0.415 | *** | 0.608 | *** | 0.544 | *** | 0.507 | *** | 0.496 | *** |
B cell | CD19 | 0.355 | *** | 0.244 | *** | 0.416 | *** | 0.316 | *** | 0.552 | *** | 0.536 | *** |
 | CD79A | 0.370 | *** | 0.259 | *** | 0.359 | *** | 0.257 | *** | 0.517 | *** | 0.487 | *** |
Monocyte | CD115(CSF1R) | 0.451 | *** | 0.369 | *** | 0.608 | *** | 0.551 | *** | 0.566 | *** | 0.550 | *** |
 | CD86 | 0.444 | *** | 0.364 | *** | 0.557 | *** | 0.484 | *** | 0.440 | *** | 0.424 | *** |
TAM | CCL2 | 0.333 | *** | 0.237 | *** | 0.344 | *** | 0.261 | *** | 0.472 | *** | 0.464 | *** |
 | CD68 | 0.380 | *** | 0.301 | *** | 0.424 | *** | 0.356 | *** | 0.213 | *** | 0.206 | ** |
 | IL10 | 0.390 | *** | 0.315 | *** | 0.411 | *** | 0.320 | *** | 0.429 | *** | 0.424 | *** |
M1 Macrophage | COX2(PTGS2) | 0.253 | *** | 0.165 | *** | 0.003 | 0.952 | − 0.002 | 0.963 | 0.078 | 0.142 | 0.064 | 0.260 |
 | INOS(NOS2) | 0.110 | ** | 0.116 | ** | 0.176 | ** | 0.102 | 0.036 | − 0.037 | 0.489 | − 0.049 | 0.399 |
 | IRF5 | 0.252 | *** | 0.198 | *** | 0.488 | *** | 0.418 | *** | 0.338 | *** | 0.340 | *** |
M2 Macrophage | CD163 | 0.397 | *** | 0.338 | *** | 0.531 | *** | 0.467 | *** | 0.454 | *** | 0.447 | *** |
 | MS4A4A | 0.406 | *** | 0.326 | *** | 0.434 | *** | 0.355 | *** | 0.496 | *** | 0.486 | *** |
 | VSIG4 | 0.300 | *** | 0.216 | *** | 0.389 | *** | 0.320 | *** | 0.410 | *** | 0.409 | *** |
Neutrophils | CCR7 | 0.470 | *** | 0.385 | *** | 0.559 | *** | 0.486 | *** | 0.632 | *** | 0.621 | *** |
 | CD11b(ITGAM) | 0.453 | *** | 0.377 | *** | 0.554 | *** | 0.501 | *** | 0.514 | *** | 0.511 | *** |
 | CD66b(CEACAM8) | 0.015 | 0.643 | 0.022 | 0.527 | 0.107 | 0.020 | 0.096 | 0.044 | 0.035 | 0.514 | 0.034 | 0.538 |
Natural killer cell | KIR2DL1 | 0.241 | *** | 0.181 | *** | 0.217 | *** | 0.183 | *** | 0.192 | ** | 0.170 | * |
 | KIR2DL3 | 0.278 | *** | 0.210 | *** | 0.287 | *** | 0.234 | *** | 0.134 | * | 0.100 | 0.072 |
 | KIR2DL4 | 0.282 | *** | 0.209 | *** | 0.292 | *** | 0.228 | *** | 0.034 | 0.525 | 0.007 | 0.911 |
 | KIR2DS4 | 0.240 | *** | 0.183 | *** | 0.282 | *** | 0.231 | *** | 0.152 | * | 0.132 | 0.017 |
 | KIR3DL1 | 0.291 | *** | 0.224 | *** | 0.248 | *** | 0.199 | *** | 0.217 | *** | 0.209 | *** |
 | KIR3DL2 | 0.332 | *** | 0.255 | *** | 0.323 | *** | 0.259 | *** | 0.302 | *** | 0.291 | *** |
 | KIR3DL3 | 0.196 | *** | 0.163 | *** | 0.109 | 0.020 | 0.090 | 0.065 | − 0.054 | 0.307 | − 0.055 | 0.335 |
Dendritic cell | BDCA-1(CD1C) | 0.416 | *** | 0.311 | *** | 0.291 | *** | 0.218 | *** | 0.623 | *** | 0.622 | *** |
 | BDCA-4(NRP1) | 0.376 | *** | 0.296 | *** | 0.341 | *** | 0.325 | *** | 0.573 | *** | 0.560 | *** |
 | CD11c (ITGAX) | 0.451 | *** | 0.373 | *** | 0.601 | *** | 0.540 | *** | 0.475 | *** | 0.462 | *** |
 | HLA-DPA1 | 0.501 | *** | 0.410 | *** | 0.475 | *** | 0.411 | *** | 0.384 | *** | 0.353 | *** |
 | HLA-DPB1 | 0.426 | *** | 0.310 | *** | 0.466 | *** | 0.389 | *** | 0.458 | *** | 0.431 | *** |
 | HLA-DQB1 | 0.351 | *** | 0.255 | *** | 0.370 | *** | 0.286 | *** | 0.264 | *** | 0.231 | *** |
 | HLA-DRA | 0.521 | *** | 0.430 | *** | 0.425 | *** | 0.341 | *** | 0.352 | *** | 0.322 | *** |
Th1 | IFN-γ (IFNG) | 0.407 | *** | 0.324 | *** | 0.424 | *** | 0.345 | *** | 0.140 | * | 0.128 | 0.021 |
 | STAT1 | 0.410 | *** | 0.368 | *** | 0.520 | *** | 0.462 | *** | 0.197 | ** | 0.185 | ** |
 | STAT4 | 0.540 | *** | 0.457 | *** | 0.501 | *** | 0.420 | *** | 0.610 | *** | 0.594 | *** |
 | T-bet (TBX21) | 0.490 | *** | 0.404 | *** | 0.608 | *** | 0.546 | *** | 0.498 | *** | 0.494 | *** |
 | TNF-α (TNF) | 0.285 | *** | 0.247 | *** | 0.407 | *** | 0.311 | *** | 0.182 | ** | 0.144 | * |
Th2 | GATA3 | − 0.098 | * | − 0.016 | 0.651 | 0.504 | *** | 0.442 | *** | 0.521 | *** | 0.508 | *** |
 | IL13 | 0.198 | *** | 0.152 | *** | 0.149 | * | 0.084 | 0.088 | 0.129 | 0.014 | 0.130 | 0.019 |
 | STAT5A | 0.332 | *** | 0.254 | *** | 0.709 | *** | 0.670 | *** | 0.512 | *** | 0.512 | *** |
 | STAT6 | 0.277 | *** | 0.274 | *** | 0.224 | *** | 0.255 | *** | 0.269 | *** | 0.283 | *** |
Tfh | BCL6 | 0.215 | *** | 0.196 | *** | 0.301 | *** | 0.316 | *** | 0.601 | *** | 0.594 | *** |
 | IL21 | 0.368 | *** | 0.314 | *** | 0.325 | *** | 0.288 | *** | 0.252 | *** | 0.239 | *** |
Th17 | IL17A | 0.154 | *** | 0.088 | 0.010 | 0.199 | *** | 0.134 | * | − 0.097 | 0.064 | − 0.102 | 0.067 |
 | STAT3 | 0.343 | *** | 0.334 | *** | 0.297 | *** | 0.327 | *** | 0.495 | *** | 0.493 | *** |
Treg | CCR8 | 0.481 | *** | 0.422 | *** | 0.550 | *** | 0.492 | *** | 0.482 | *** | 0.473 | *** |
 | FOXP3 | 0.485 | *** | 0.407 | *** | 0.580 | *** | 0.520 | *** | 0.443 | *** | 0.426 | *** |
 | STAT5B | 0.324 | *** | 0.312 | *** | 0.525 | *** | 0.531 | *** | 0.681 | *** | 0.687 | *** |
 | TGFβ(TGFB1) | 0.298 | *** | 0.191 | *** | 0.485 | *** | 0.423 | *** | 0.546 | *** | 0.518 | *** |
T cell exhaustion | CTLA4 | 0.429 | *** | 0.331 | *** | 0.558 | *** | 0.480 | *** | 0.355 | *** | 0.339 | *** |
 | GZMB | 0.369 | *** | 0.265 | *** | 0.366 | *** | 0.270 | *** | 0.099 | 0.060 | 0.056 | 0.331 |
 | LAG3 | 0.288 | *** | 0.212 | *** | 0.505 | *** | 0.428 | *** | 0.315 | *** | 0.301 | *** |
 | PD-1 (PDCD1) | 0.394 | *** | 0.292 | *** | 0.529 | *** | 0.453 | *** | 0.419 | *** | 0.404 | *** |
 | TIM-3(HAVCR2) | 0.421 | *** | 0.337 | *** | 0.526 | *** | 0.450 | *** | 0.418 | *** | 0.408 | *** |