TABLE 4.
Description | Gene markers | None | Purity | ||
---|---|---|---|---|---|
R | p | R | p | ||
CD8+ T cell | CD8A | −0.147 | * | −0.159 | * |
CD8B | 0.011 | 0.842 | 0.016 | 0.807 | |
T cell (general) | CD3D | −0.257 | *** | −0.311 | *** |
CD3E | −0.202 | *** | −0.260 | *** | |
CD2 | −0.217 | *** | −0.264 | *** | |
B cell | CD19 | 0.048 | 0.407 | 0.093 | 0.145 |
CD79A | −0.067 | 0.242 | −0.046 | 0.473 | |
Monocyte | CD86 | −0.192 | *** | −0.271 | *** |
CD115(CSF1R) | −0.084 | 0.146 | −0.179 | ** | |
TAM | CCL2 | −0.178 | ** | −0.209 | *** |
CD68 | −0.137 | * | −0.212 | *** | |
IL10 | −0.032 | 0.574 | −0.022 | 0.731 | |
M1 Macrophage | INOS(NOS2) | 0.199 | *** | 0.203 | ** |
IRF5 | −0.021 | 0.715 | −0.061 | 0.336 | |
M2 Macrophage | COX2 (PTGS2) | 0.149 | ** | 0.135 | * |
CD163 | −0.076 | 0.188 | −0.132 | * | |
VSIG4 | −0.135 | * | −0.204 | ** | |
MS4A4A | −0.092 | 0.109 | −0.159 | * | |
Neutrophils | CD66b(CEACAM8) | 0.163 | ** | 0.131 | * |
CD11b(ITGAM) | −0.092 | 0.109 | −0.171 | ** | |
CCR7 | −0.033 | 0.565 | −0.073 | 0.250 | |
Natural killer cell | KIR2DL1 | −0.066 | 0.255 | −0.040 | 0.531 |
KIR2DL3 | −0.228 | *** | −0.259 | *** | |
KIR2DL4 | −0.259 | *** | −0.285 | *** | |
KIR3DL1 | −0.130 | * | −0.147 | * | |
KIR3DL2 | −0.019 | 0.738 | −0.037 | 0.563 | |
KIR3DL3 | −0.149 | ** | −0.150 | * | |
KIR2DS4 | −0.134 | * | −0.161 | * | |
Dendritic cell | HLA‐DPB1 | −0.228 | *** | −0.259 | *** |
HLA‐DQB1 | −0.195 | *** | −0.185 | ** | |
HLA‐DRA | −0.251 | *** | −0.249 | *** | |
HLA‐DPA1 | −0.237 | *** | −0.249 | *** | |
BDCA−1(CD1C) | −0.060 | 0.297 | −0.120 | 0.059 | |
BDCA−4(NRP1) | 0.136 | * | 0.087 | 0.169 | |
CD11c(ITGAX) | −0.081 | 0.157 | −0.150 | * | |
Th1 | T‐bet(TBX21) | −0.177 | ** | −0.256 | *** |
STAT4 | −0.023 | 0.693 | −0.042 | 0.513 | |
STAT1 | 0.014 | 0.803 | 0.060 | 0.346 | |
IFN‐y(IFNG) | −0.173 | ** | −0.160 | * | |
TNF‐a(TNF) | −0.121 | * | −0.094 | 0.140 | |
Th2 | GATA3 | −0.002 | 0.968 | 0.002 | 0.974 |
STAT6 | 0.089 | 0.121 | 0.068 | 0.284 | |
STAT5A | −0.048 | 0.408 | −0.121 | 0.057 | |
IL13 | −0.072 | 0.210 | −0.051 | 0.427 | |
Tfh | BCL6 | 0.063 | 0.277 | −0.007 | 0.908 |
IL21 | −0.054 | 0.345 | −0.056 | 0.383 | |
Th17 | STAT3 | 0.063 | 0.273 | 0.021 | 0.746 |
IL17A | −0.071 | 0.216 | −0.095 | 0.137 | |
Treg | FOXP3 | −0.107 | 0.063 | −0.117 | 0.066 |
CCR8 | −0.165 | ** | −0.156 | * | |
STAT5B | 0.326 | *** | 0.263 | *** | |
TGFβ(TGFB1) | 0.061 | 0.289 | −0.006 | 0.920 | |
T cell exhaustion | PD−1(PDCD1) | −0.096 | 0.095 | −0.115 | 0.069 |
CTLA4 | −0.165 | ** | −0.170 | ** | |
LAG3 | −0.148 | ** | −0.161 | * | |
TIM−3(HAVCR2) | −0.203 | *** | −0.292 | *** | |
GZMB | −0.280 | *** | −0.291 | *** |
TAM, tumor‐associated macrophage; R, Spearman rank correlation coefficient; None, correlation without adjustment. Purity, correlation adjusted by purity.
p < 0.05.
p < 0.01.
p < 0.001.