Table 3.
Gene markers |
KIRC |
||||
---|---|---|---|---|---|
None |
Purity |
||||
Correlation | p | Correlation | p | ||
CD8+ T cell | CD8A | 0.077 | ns | 0.062 | ns |
CD8B | 0.061 | ns | 0.053 | ns | |
T cell (general) | CD3D | 0.072 | ns | 0.054 | ns |
CD3E | 0.101 | ∗ | 0.085 | ns | |
CD2 | 0.111 | ∗ | 0.093 | ∗ | |
B cell | CD19 | 0.133 | ∗ | 0.117 | ∗ |
CD79A | −0.022 | ns | −0.014 | ns | |
Monocyte | CD86 | 0.051 | ns | 0.072 | ns |
CD115 (CSF1R) | 0.099 | ns | 0.112 | ∗ | |
TAM | CCL2 | −0.008 | ns | −0.028 | ns |
CD68 | 0.006 | ns | 0.031 | ns | |
IL10 | 0.068 | ns | 0.18 | ns | |
M1 macrophage | INOS (NOS2) | −0.003 | ns | −0.002 | ns |
IRF5 | 0.365 | ∗∗∗ | 0.358 | ∗∗∗ | |
COX2 (PTGS2) | −0.001 | ns | −0.044 | ns | |
M2 macrophage | CD163 | 0.034 | ns | 0.067 | ns |
VSIG4 | 0.054 | ns | 0.079 | ns | |
MS4A4A | 0.031 | ns | 0.049 | ns | |
Neutrophils | CD66b (CEACAM8) | 0.169 | ∗∗∗ | 0.166 | ∗∗∗ |
CD11B (ITGAM) | 0.151 | ∗∗∗ | 0.168 | ∗∗∗ | |
CCR7 | 0.088 | ns | 0.09 | ns | |
Natural killer cell | KIR2DL1 | 0.022 | ns | 0.018 | ns |
KIR2DL3 | 0.049 | ns | 0.07 | ns | |
KIR2DL4 | 0.061 | ns | 0.067 | ns | |
KIR3DL1 | −0.02 | ns | −0.017 | ns | |
KIR3DL2 | 0.004 | ns | −0.009 | ns | |
KIR3DL3 | −0.002 | ns | −0.016 | ns | |
KIR2DS4 | −0.027 | ns | −0.029 | ns | |
Dendritic cell | HLA-DPB1 | 0.011 | ns | 0.025 | ns |
HLA-DQB1 | 0.056 | ns | 0.065 | ns | |
HLA-DRA | 0 | ns | 0.02 | ns | |
HLA-DPA1 | 0.023 | ns | 0.032 | ns | |
BDCA-1 (CD1C) | 0.043 | ns | 0.057 | ns | |
BDCA-4 (NRP1) | 0.041 | ns | 0.065 | ns | |
CD11c (ITGAX) | 0.424 | ∗∗∗ | 0.436 | ns | |
Th1 | T-bet (TBX21) | 0.241 | ∗∗∗ | 0.24 | ∗∗∗ |
STAT4 | 0.366 | ∗∗∗ | 0.363 | ∗∗∗ | |
STAT1 | 0.079 | ns | 0.082 | ns | |
IFN-γ (IFNG) | 0.176 | ∗∗∗ | 0.172 | ∗∗∗ | |
TNF-α (TNF) | 0.249 | ∗∗∗ | 0.245 | ∗∗∗ | |
Th2 | GATA3 | 0.062 | ns | 0.065 | ns |
STAT6 | 0.357 | ∗∗∗ | 0.383 | ∗∗∗ | |
STAT5A | 0.163 | ∗∗∗ | 0.177 | ∗∗∗ | |
IL13 | 0.36 | ∗∗∗ | 0.327 | ∗∗∗ | |
T fh | BCL6 | 0.347 | ∗∗∗ | 0.332 | ∗∗∗ |
IL21 | 0.069 | ns | 0.071 | ns | |
Th17 | STAT3 | 0.093 | ns | 0.012 | ∗∗ |
IL17A | 0.002 | ns | −0.023 | ns | |
Treg | FOXP3 | 0.2 | ∗∗∗ | 0.187 | ∗∗∗ |
CCR8 | 0.187 | ∗∗∗ | 0.199 | ∗∗∗ | |
STAT5B | 0.163 | ∗∗∗ | 0.177 | ∗∗∗ | |
TGF-β (TGFB1) | 0.017 | ns | 0.011 | ns | |
T cell exhaustion | PD-1 (PDCD1) | 0.171 | ∗∗ | 0.15 | ∗∗ |
CTLA4 | 0.33 | ∗∗∗ | 0.314 | ∗∗∗ | |
TIM-3 (HAVCR2) | −0.024 | ns | −0.015 | ns | |
GZMB | 0.046 | ns | 0.05 | ns | |
LAG3 | 0.167 | ∗∗∗ | 0.141 | ∗∗∗ | |
PDL1 (CD274) | 0.106 | ∗∗ | 0.099 | ∗ |
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.