Table 2.
Correlation analysis between LAYN and relate genes and markers of immune cells in TIMER.
| Description | Gene markers | COAD | STAD | LUSC | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| None | Purity | None | Purity | None | Purity | ||||||||
| Cor | P | Cor | P | Cor | P | Cor | P | Cor | P | Cor | P | ||
| CD8+ T cell | CD8A | 0.359 | *** | 0.252 | *** | 0.374 | *** | 0.34 | *** | −0.04 | 0.368 | −0.062 | 0.174 |
| CD8B | 0.252 | *** | 0.214 | *** | 0.242 | *** | 0.224 | *** | −0.005 | 0.913 | −0.022 | 0.627 | |
| T cell (general) | CD3D | 0.335 | *** | 0.22 | *** | 0.324 | *** | 0.281 | *** | 0.000 | 0.998 | −0.022 | 0.639 |
| CD3E | 0.397 | *** | 0.273 | *** | 0.352 | *** | 0.314 | *** | −0.023 | 0.608 | −0.054 | 0.241 | |
| CD2 | 0.386 | *** | 0.265 | *** | 0.386 | *** | 0.353 | *** | 0.001 | 0.974 | −0.028 | 0.544 | |
| B cell | CD19 | 0.253 | *** | 0.118 | 0.017 | 0.322 | *** | 0.305 | *** | 0.016 | 0.722 | −0.006 | 0.896 |
| CD79A | 0.334 | *** | 0.183 | ** | 0.345 | *** | 0.307 | *** | 0.046 | 0.306 | 0.026 | 0.572 | |
| Monocyte | CD86 | 0.697 | *** | 0.646 | *** | 0.468 | *** | 0.441 | *** | 0.068 | 0.127 | 0.034 | 0.464 |
| CD115 (CSF1R) | 0.669 | *** | 0.609 | *** | 0.552 | *** | 0.53 | *** | 0.072 | 0.105 | 0.045 | 0.330 | |
| TAM | CCL2 | 0.724 | *** | 0.684 | *** | 0.521 | *** | 0.498 | *** | 0.087 | 0.051 | 0.068 | 0.140 |
| CD68 | 0.512 | *** | 0.453 | *** | 0.229 | *** | 0.207 | *** | 0.119 | * | 0.088 | 0.053 | |
| IL10 | 0.553 | *** | 0.523 | *** | 0.445 | *** | 0.436 | *** | 0.08 | 0.074 | 0.066 | 0.147 | |
| M1 Macrophage | INOS (NOS2) | −0.198 | *** | −0.266 | *** | −0.032 | 0.513 | −0.04 | 0.397 | 0.125 | * | 0.123 | * |
| IRF5 | 0.264 | *** | 0.287 | *** | 0.191 | *** | 0.169 | ** | 0.142 | * | 0.138 | * | |
| COX2(PTGS2) | 0.286 | *** | 0.222 | *** | 0.253 | *** | 0.253 | *** | 0.004 | 0.932 | −0.008 | 0.863 | |
| M2 Macrophage | CD163 | 0.676 | *** | 0.625 | *** | 0.488 | *** | 0.467 | *** | 0.061 | 0.173 | 0.035 | 0.440 |
| VSIG4 | 0.772 | *** | 0.681 | *** | 0.524 | *** | 0.513 | *** | .087 | 0.521 | 0.063 | 0.166 | |
| MS4A4A | 0.689 | *** | 0.649 | *** | 0.556 | *** | 0.538 | *** | 0.155 | 0.010 | 0.097 | 0.034 | |
| Neutrophils | CD66b (CEACAM8) | −0.019 | 0.69 | 0.024 | 0.633 | −0.019 | 0.694 | −0.01 | 0.868 | 0.049 | 0.271 | 0.038 | 0.402 |
| CD11b (ITGAM) | 0.719 | *** | 0.664 | *** | 0.489 | *** | 0.481 | *** | 0.046 | 0.307 | 0.008 | 0.866 | |
| CCR7 | 0.39 | *** | 0.262 | *** | 0.425 | *** | 0.393 | *** | 0.027 | 0.550 | 0.002 | 0.971 | |
| Natural killer cell | KIR2DL1 | 0.204 | *** | 0.152 | * | 0.202 | *** | 0.187 | ** | −0.135 | * | −0.148 | * |
| KIR2DL3 | 0.163 | ** | 0.113 | 0.022 | 0.146 | * | 0.117 | 0.023 | −0.154 | ** | −0.17 | ** | |
| KIR2DL4 | 0.161 | ** | 0.075 | 0.129 | 0.015 | 0.756 | −0.03 | 0.614 | −0.079 | 0.078 | −0.105 | 0.022 | |
| KIR3DL1 | 0.2 | *** | 0.123 | 0.013 | 0.194 | *** | 0.169 | ** | −0.047 | 0.291 | −0.069 | 0.131 | |
| KIR3DL2 | 0.188 | *** | 0.096 | 0.052 | 0.199 | *** | 0.166 | * | −0.095 | 0.033 | −0.115 | 0.012 | |
| KIR3DL3 | 0.01 | 0.83 | −0.011 | 0.833 | −0.087 | 0.078 | −0.08 | 0.118 | −0.114 | 0.010 | −0.13 | * | |
| KIR2DS4 | 0.163 | ** | 0.129 | * | 0.092 | 0.061 | 0.074 | 0.151 | −0.017 | 0.701 | −0.02 | 0.659 | |
| Dendritic cell | HLA-DPB1 | 0.596 | *** | 0.52 | *** | 0.377 | *** | 0.329 | *** | 0.043 | 0.338 | 0.023 | 0.622 |
| HLA-DQB1 | 0.365 | *** | 0.279 | *** | 0.207 | *** | 0.151 | * | 0.069 | 0.120 | 0.064 | 0.162 | |
| HLA-DRA | 0.532 | *** | 0.454 | *** | 0.284 | *** | 0.236 | *** | 0.037 | 0.414 | 0.013 | 0.780 | |
| HLA-DPA1 | 0.562 | *** | 0.487 | *** | 0.325 | *** | 0.277 | *** | 0.037 | 0.413 | 0.012 | 0.786 | |
| BDCA-1(CD1C) | 0.458 | *** | 0.38 | *** | 0.448 | *** | 0.432 | *** | 0.139 | * | 0.134 | * | |
| BDCA-4(NRP1) | 0.72 | *** | 0.665 | *** | 0.688 | *** | 0.681 | *** | 0.035 | 0.429 | 0.015 | 0.748 | |
| CD11c (ITGAX) | 0.672 | *** | 0.606 | *** | 0.439 | *** | 0.411 | *** | 0.02 | 0.651 | −0.015 | 0.736 | |
| Th1 | T-bet (TBX21) | 0.381 | *** | 0.283 | *** | 0.339 | *** | 0.315 | *** | −0.08 | 0.718 | −0.111 | 0.016 |
| STAT4 | 0.389 | *** | 0.305 | *** | 0.426 | *** | 0.403 | *** | 0.073 | 0.105 | 0.054 | 0.237 | |
| STAT1 | 0.351 | *** | 0.292 | *** | 0.041 | 0.41 | 0.012 | 0.811 | −0.062 | 0.163 | −0.088 | 0.055 | |
| IFN-γ (IFNG) | 0.218 | *** | 0.17 | ** | 0.081 | 0.1 | 0.005 | 0.334 | −0.099 | 0.027 | −0.117 | 0.011 | |
| TNF-α (TNF) | 0.353 | *** | 0.298 | *** | 0.119 | 0.016 | 0.073 | 0.156 | 0.091 | 0.042 | 0.06 | 0.192 | |
| Th2 | GATA3 | 0.471 | *** | 0.389 | *** | 0.419 | *** | 0.403 | *** | −0.08 | 0.074 | −0.108 | 0.018 |
| STAT6 | −0.103 | 0.03 | −0.102 | 0.040 | 0.096 | 0.051 | 0.089 | 0.083 | 0.018 | 0.680 | 0.002 | 0.666 | |
| STAT5A | 0.211 | *** | 0.179 | ** | 0.404 | *** | 0.388 | *** | 0.006 | 0.899 | −0.023 | 0.623 | |
| IL13 | 0.302 | *** | 0.217 | *** | 0.136 | * | 0.149 | * | −0.017 | 0.705 | −0.039 | 0.400 | |
| Tfh | BCL6 | 0.498 | *** | 0.436 | *** | 0.507 | *** | 0.479 | *** | 0.055 | 0.219 | 0.063 | 0.169 |
| IL21 | 0.198 | *** | 0.155 | * | 0.142 | * | 0.129 | 0.012 | −0.084 | 0.059 | −0.102 | 0.025 | |
| Th17 | STAT3 | 0.192 | *** | 0.122 | 0.014 | 0.409 | *** | 0.393 | *** | 0.043 | 0.339 | 0.033 | 0.474 |
| IL17A | −0.191 | *** | −0.223 | *** | −0.201 | *** | −0.21 | *** | −0.105 | 0.019 | −0.109 | 0.018 | |
| Treg | FOXP3 | 0.553 | *** | 0.46 | *** | 0.319 | *** | 0.282 | *** | 0.038 | 0.395 | 0.007 | 0.878 |
| CCR8 | 0.531 | *** | 0.467 | *** | 0.427 | *** | 0.416 | *** | 0.091 | 0.041 | 0.059 | 0.196 | |
| STAT5B | 0.179 | ** | 0.199 | *** | 0.537 | *** | 0.534 | *** | 0.018 | 0.683 | 0.024 | 0.597 | |
| TGFβ (TGFB1) | 0.689 | *** | 0.623 | *** | 0.592 | *** | 0.572 | *** | 0.116 | * | 0.102 | 0.025 | |
| T cell exhaustion | PD-1 (PDCD1) | 0.354 | *** | 0.241 | *** | 0.24 | *** | 0.203 | *** | −0.079 | 0.077 | −0.108 | 0.018 |
| CTLA4 | 0.444 | *** | 0.349 | *** | 0.203 | *** | 0.167 | * | 0.008 | 0.850 | −0.025 | 0.586 | |
| LAG3 | 0.348 | *** | 0.245 | *** | 0.236 | *** | 0.202 | *** | −0.1 | 0.245 | −0.133 | * | |
| TIM-3 (HAVCR2) | 0.713 | *** | 0.681 | *** | 0.457 | *** | 0.436 | *** | 0.083 | 0.062 | 0.063 | 0.172 | |
| GZMB | 0.128 | * | 0.112 | 0.024 | 0.163 | ** | 0.111 | 0.031 | −0.046 | 0.308 | −0.079 | 0.086 | |
CODA, colon adenocarcinoma; STAD, stomach adenocarcinoma; LUSC, lung squamous cell carcinoma; TAM, tumor-associated macrophage; Th, T helper cell; Tfh, Follicular helper T cell; Treg, regulatory T cell; Cor, R value of Spearman's correlation; None, correlation without adjustment. Purity, correlation adjusted by purity.
P < 0.01;
P < 0.001;
P < 0.0001.