Table 3.
NAIP | BIRC2 | BIRC3 | XIAP | ||||||
---|---|---|---|---|---|---|---|---|---|
cor | p | cor | p | cor | p | cor | p | ||
CD8+ T cell | CD8A | 0.298 | *** | 0.193 | *** | 0.368 | *** | 0.127 | * |
CD8B | 0.157 | ** | 0.092 | 0.076 | 0.294 | *** | 0.009 | 0.860 | |
GZMA | 0.197 | *** | 0.068 | 0.188 | 0.381 | *** | 0.008 | 0.884 | |
B cell | CD19 | 0.227 | *** | 0.141 | *** | 0.294 | *** | 0.068 | 0.193 |
CD79A | 0.272 | *** | 0.106 | ** | 0.309 | *** | 0.028 | 0.591 | |
MS4A1 | 0.297 | *** | 0.144 | *** | 0.328 | *** | 0.079 | 0.129 | |
T cell | CD3D | 0.209 | *** | 0.079 | 0.128 | 0.407 | *** | 0.011 | 0.827 |
CD3E | 0.307 | *** | 0.150 | *** | 0.467 | *** | 0.092 | 0.076 | |
CD2 | 0.301 | *** | 0.127 | * | 0.462 | *** | 0.071 | 0.170 | |
TAM | CCL2 | 0.320 | *** | 0.218 | *** | 0.403 | *** | 0.216 | *** |
CD68 | 0.288 | *** | 0.148 | *** | 0.340 | *** | 0.204 | *** | |
IL10 | 0.404 | *** | 0.263 | *** | 0.378 | *** | 0.230 | *** | |
M1 | IRF5 | 0.484 | *** | 0.394 | *** | 0.317 | *** | 0.359 | *** |
PTGS2 | 0.438 | *** | 0.312 | *** | 0.445 | *** | 0.330 | *** | |
NOS2 | 0.208 | *** | 0.188 | *** | 0.075 | 0.149 | 0.244 | *** | |
M2 | MS4A4A | 0.339 | *** | 0.201 | *** | 0.470 | *** | 0.272 | *** |
CD163 | 0.339 | *** | 0.239 | *** | 0.381 | *** | 0.292 | *** | |
VSIG4 | 0.334 | *** | 0.202 | *** | 0.456 | *** | 0.276 | *** | |
Neutrophils | ITGAM | 0.388 | *** | 0.276 | *** | 0.582 | *** | 0.362 | *** |
CCR7 | 0.382 | *** | 0.190 | *** | 0.378 | *** | 0.167 | ** | |
SIGLEC5 | 0.464 | *** | 0.391 | *** | 0.438 | *** | 0.389 | *** | |
DC | HLA-DQB1 | 0.232 | *** | 0.098 | 0.059 | 0.391 | *** | 0.099 | 0.056 |
HLA-DPB1 | 0.294 | *** | 0.177 | *** | 0.484 | *** | 0.195 | *** | |
HLA-DRA | 0.320 | *** | 0.239 | *** | 0.553 | *** | 0.288 | *** | |
HLA-DPA1 | 0.349 | *** | 0.244 | *** | 0.516 | *** | 0.289 | *** | |
ITGAX | 0.505 | *** | 0.326 | *** | 0.512 | *** | 0.293 | *** | |
CD1C | 0.343 | *** | 0.256 | *** | 0.339 | *** | 0.185 | *** | |
NRP1 | 0.433 | *** | 0.530 | *** | 0.250 | *** | 0.564 | *** | |
NK cell | KIR2DL1 | 0.050 | 0.333 | -0.001 | 0.981 | -0.001 | 0.977 | 0.065 | 0.209 |
KIR2DL3 | 0.177 | *** | 0.181 | *** | 0.179 | *** | 0.164 | ** | |
KIR2DL4 | 0.171 | *** | 0.103 | * | 0.263 | *** | 0.109 | * | |
KIR3DL1 | 0.139 | ** | 0.118 | * | 0.047 | 0.369 | 0.164 | ** | |
KIR3DL2 | 0.183 | *** | 0.126 | * | 0.148 | ** | 0.055 | 0.294 | |
KIR3DL3 | 0.103 | * | 0.071 | 0.173 | 0.042 | 0.422 | 0.009 | 0.864 | |
KIR2DS4 | 0.195 | *** | 0.115 | * | 0.064 | 0.222 | 0.092 | 0.076 | |
Th1 | TBX21 | 0.248 | *** | 0.129 | * | 0.292 | *** | 0.104 | * |
STAT1 | 0.487 | *** | 0.484 | *** | 0.522 | *** | 0.398 | *** | |
STAT4 | 0.412 | *** | 0.234 | *** | 0.523 | *** | 0.162 | ** | |
IFNG | 0.196 | *** | 0.110 | * | 0.292 | *** | 0.093 | 0.073 | |
Th2 | STAT6 | 0.349 | *** | 0.399 | *** | 0.246 | *** | 0.516 | *** |
GATA3 | 0.420 | *** | 0.226 | *** | 0.409 | *** | 0.215 | *** | |
STAT5A | 0.386 | *** | 0.349 | *** | 0.361 | *** | 0.395 | *** | |
IL13 | 0.236 | *** | 0.099 | 0.056 | 0.138 | ** | 0.118 | * | |
Tfh | BCL6 | 0.294 | *** | 0.434 | *** | 0.089 | 0.085 | 0.426 | *** |
IL21 | 0.196 | *** | 0.072 | 0.164 | 0.120 | * | 0.077 | 0.140 | |
Th17 | STAT3 | 0.427 | *** | 0.418 | *** | 0.448 | *** | 0.503 | *** |
IL17A | 0.147 | ** | 0.109 | * | 0.100 | 0.054 | 0.084 | 0.105 | |
Treg | FOXP3 | 0.362 | *** | 0.235 | *** | 0.171 | *** | 0.289 | *** |
STAT5B | 0.470 | *** | 0.643 | *** | 0.129 | * | 0.621 | *** | |
CCR8 | 0.548 | *** | 0.386 | *** | 0.466 | *** | 0.424 | *** | |
TGFB1 | 0.436 | *** | 0.307 | *** | 0.321 | *** | 0.219 | *** | |
T -cell exhaustion | PDCD1 | 0.331 | *** | 0.185 | *** | 0.341 | *** | 0.101 | 0.051 |
CTLA4 | 0.281 | *** | 0.108 | * | 0.415 | *** | 0.065 | 0.212 | |
HAVCR2 | 0.421 | *** | 0.262 | *** | 0.512 | *** | 0.263 | *** | |
LAG3 | 0.202 | *** | 0.058 | 0.267 | 0.139 | ** | -0.017 | 0.748 | |
Monocyte | CD86 | 0.419 | *** | 0.285 | *** | 0.512 | *** | 0.268 | *** |
C3AR1 | 0.411 | *** | 0.293 | *** | 0.499 | *** | 0.334 | *** | |
CSF1R | 0.375 | *** | 0.242 | *** | 0.489 | *** | 0.284 | *** | |
BIRC5 | BIRC6 | BIRC7 | BIRC8 | ||||||
cor | p | cor | p | cor | p | cor | p | ||
CD8+ T cell | CD8A | 0.144 | ** | 0.124 | * | 0.321 | *** | 0.038 | 0.461 |
CD8B | 0.217 | *** | -0.010 | 0.843 | 0.368 | *** | 0.044 | 0.397 | |
GZMA | 0.133 | * | -0.010 | 0.845 | 0.339 | *** | -0.016 | 0.753 | |
B cell | CD19 | 0.229 | *** | 0.059 | 0.256 | 0.303 | *** | 0.095 | 0.068 |
CD79A | 0.118 | * | 0.031 | 0.551 | 0.330 | *** | 0.060 | 0.251 | |
MS4A1 | 0.001 | 0.980 | 0.089 | 0.087 | 0.225 | *** | 0.055 | 0.291 | |
T cell | CD3D | 0.324 | *** | -0.031 | 0.552 | 0.454 | *** | 0.118 | * |
CD3E | 0.153 | ** | 0.075 | 0.150 | 0.395 | *** | 0.041 | 0.427 | |
CD2 | 0.185 | *** | 0.049 | 0.343 | 0.408 | *** | 0.042 | 0.420 | |
TAM | CCL2 | -0.022 | 0.674 | 0.165 | ** | 0.308 | *** | -0.004 | 0.946 |
CD68 | 0.141 | ** | 0.170 | ** | 0.458 | *** | 0.047 | 0.365 | |
IL10 | 0.145 | ** | 0.220 | *** | 0.429 | *** | 0.030 | 0.560 | |
M1 | IRF5 | 0.294 | *** | 0.405 | *** | 0.186 | *** | 0.032 | 0.545 |
PTGS2 | -0.028 | 0.595 | 0.336 | *** | 0.286 | *** | 0.047 | 0.369 | |
NOS2 | -0.138 | ** | 0.292 | *** | -0.081 | 0.118 | 0.021 | 0.681 | |
M2 | MS4A4A | 0.009 | 0.862 | 0.208 | *** | 0.369 | *** | -0.027 | 0.603 |
CD163 | -0.032 | 0.542 | 0.289 | *** | 0.291 | *** | -0.011 | 0.838 | |
VSIG4 | 0.025 | 0.631 | 0.182 | *** | 0.297 | *** | -0.018 | 0.735 | |
Neutrophils | ITGAM | 0.251 | *** | 0.261 | *** | 0.373 | *** | 0.090 | 0.085 |
CCR7 | -0.028 | 0.588 | 0.166 | ** | 0.283 | *** | 0.001 | 0.986 | |
SIGLEC5 | 0.123 | * | 0.397 | *** | 0.340 | *** | 0.049 | 0.343 | |
DC | HLA-DQB1 | 0.147 | ** | 0.033 | 0.526 | 0.378 | *** | -0.022 | 0.669 |
HLA-DPB1 | 0.133 | * | 0.127 | * | 0.341 | *** | -0.009 | 0.858 | |
HLA-DRA | 0.085 | 0.101 | 0.207 | *** | 0.295 | *** | -0.018 | 0.726 | |
HLA-DPA1 | 0.064 | 0.221 | 0.223 | *** | 0.329 | *** | -0.011 | 0.829 | |
ITGAX | 0.248 | *** | 0.270 | *** | 0.538 | *** | 0.063 | 0.229 | |
CD1C | 0.016 | 0.760 | 0.241 | *** | 0.145 | ** | 0.095 | 0.066 | |
NRP1 | 0.049 | 0.351 | 0.585 | *** | 0.178 | *** | 0.039 | 0.457 | |
NK cell | KIR2DL1 | -0.047 | 0.364 | 0.072 | 0.168 | 0.021 | 0.688 | -0.004 | 0.939 |
KIR2DL3 | 0.123 | * | 0.124 | * | 0.130 | * | -0.044 | 0.400 | |
KIR2DL4 | 0.185 | *** | 0.053 | 0.311 | 0.224 | *** | 0.047 | 0.372 | |
KIR3DL1 | -0.039 | 0.457 | 0.154 | ** | 0.118 | * | -0.051 | 0.327 | |
KIR3DL2 | 0.061 | 0.241 | 0.047 | 0.371 | 0.139 | ** | -0.030 | 0.563 | |
KIR3DL3 | 0.042 | 0.418 | 0.012 | 0.822 | 0.030 | 0.564 | -0.050 | 0.338 | |
KIR2DS4 | -0.002 | 0.968 | 0.118 | * | 0.081 | 0.121 | -0.096 | 0.064 | |
Th1 | TBX21 | -0.005 | 0.929 | 0.096 | 0.065 | 0.276 | *** | -0.041 | 0.429 |
STAT1 | 0.215 | *** | 0.500 | *** | 0.230 | *** | 0.085 | 0.100 | |
STAT4 | 0.207 | *** | 0.190 | *** | 0.278 | *** | 0.030 | 0.564 | |
IFNG | 0.257 | *** | 0.058 | 0.269 | 0.381 | *** | 0.051 | 0.323 | |
Th2 | STAT6 | -0.082 | 0.115 | 0.496 | *** | 0.013 | 0.806 | -0.019 | 0.717 |
GATA3 | 0.145 | ** | 0.212 | *** | 0.388 | *** | 0.062 | 0.236 | |
STAT5A | 0.230 | *** | 0.329 | *** | 0.387 | *** | 0.080 | 0.125 | |
IL13 | 0.055 | 0.290 | 0.114 | * | 0.063 | 0.226 | -0.001 | 0.981 | |
Tfh | BCL6 | -0.018 | 0.734 | 0.407 | *** | 0.046 | 0.373 | 0.078 | 0.136 |
IL21 | 0.095 | 0.067 | 0.144 | ** | 0.095 | 0.067 | 0.058 | 0.263 | |
Th17 | STAT3 | -0.047 | 0.362 | 0.508 | *** | 0.153 | ** | 0.127 | * |
IL17A | -0.006 | 0.912 | 0.127 | * | 0.054 | 0.303 | 0.101 | 0.052 | |
Treg | FOXP3 | -0.001 | 0.991 | 0.335 | *** | 0.163 | ** | 0.099 | 0.056 |
STAT5B | 0.029 | 0.583 | 0.739 | *** | -0.072 | 0.166 | 0.104 | * | |
CCR8 | 0.188 | *** | 0.447 | *** | 0.332 | *** | 0.130 | * | |
TGFB1 | 0.218 | *** | 0.238 | *** | 0.427 | *** | 0.013 | 0.800 | |
T -cell exhaustion | PDCD1 | 0.312 | *** | 0.047 | 0.365 | 0.421 | *** | 0.070 | 0.179 |
CTLA4 | 0.355 | *** | -0.002 | 0.972 | 0.484 | *** | 0.079 | 0.129 | |
HAVCR2 | 0.275 | *** | 0.206 | *** | 0.542 | *** | 0.065 | 0.214 | |
LAG3 | 0.344 | *** | 0.013 | 0.801 | 0.333 | *** | 0.106 | * | |
Monocyte | CD86 | 0.248 | *** | 0.224 | *** | 0.476 | *** | 0.035 | 0.504 |
C3AR1 | 0.139 | ** | 0.272 | *** | 0.431 | *** | 0.019 | 0.717 | |
CSF1R | 0.119 | * | 0.208 | *** | 0.387 | *** | 0.003 | 0.958 |
Correlation R value was calculated by Spearman's algorithm and adjusted by tumor purity.*P < 0.05, **P< 0.01, *** P < 0.001.