Immune cell | Gene markers | Tumor | Tumor-sum | Normal | Tumor-sum | ||||
---|---|---|---|---|---|---|---|---|---|
Cor | P value | Cor | P value | Cor | P value | Cor | P value | ||
CD8+ T cell | CD8A | 0.2 | ** | 0.2 | ** | 0.39 | * | 0.37 | * |
CD8B | 0.23 | *** | 0.31 | 0.026 | |||||
T cell | CD6 | 0.12 | 0.024 | 0.2 | ** | 0.24 | 0.093 | 0.41 | * |
CD3D | 0.23 | *** | 0.42 | * | |||||
CD3E | 0.13 | * | 0.34 | 0.017 | |||||
SH2D1A | 0.13 | 0.014 | 0.39 | * | |||||
TRAT1 | 0.049 | 0.35 | 0.36 | * | |||||
CD3G | 0.24 | *** | 0.35 | 0.013 | |||||
CD2 | 0.15 | * | 0.3 | 0.035 | |||||
B cell | CD19 | 0.096 | 0.066 | 0.17 | * | 0.28 | 0.051 | 0.44 | * |
FCRL2 | 0.068 | 0.19 | 0.5 | ** | |||||
KIAA0125 | 0.052 | 0.32 | 0.52 | ** | |||||
TNFRSF17 | 0.06 | 0.25 | 0.43 | * | |||||
SPIB | 0.13 | 0.01 | 0.22 | 0.12 | |||||
PNOC | 0.071 | 0.18 | 0.48 | ** | |||||
CD79A | 0.062 | 0.24 | 0.38 | * | |||||
Monocyte | CD86 | 0.32 | *** | 0.28 | *** | 0.21 | 0.15 | 0.28 | 0.052 |
CD115(CSF1R) | 0.25 | *** | 0.27 | 0.056 | |||||
TAM | CD68 | 0.26 | *** | 0.27 | *** | 0.2 | 0.15 | 0.21 | 0.14 |
IL10 | 0.21 | *** | 0.15 | 0.29 | |||||
M1 Macrophage | IRF5 | 0.31 | *** | 0.31 | *** | 0.13 | 0.37 | 0.07 | 0.63 |
COX2(PTGS2) | 0.078 | 0.14 | − 0.032 | 0.82 | |||||
M2 Macrophage | CD163 | 0.15 | * | 0.12 | 0.018 | 0.18 | 0.22 | 0.25 | 0.078 |
MS4A4A | 0.16 | * | 0.22 | 0.12 | |||||
Neutrophils | FPR1 | 0.25 | *** | 0.37 | *** | − 0.035 | 0.81 | 0.15 | 0.3 |
SIGLEC5 | 0.31 | *** | − 0.011 | 0.94 | |||||
CSF3R | 0.22 | *** | 0.11 | 0.43 | |||||
FCGR3B | 0.05 | 0.34 | 0.17 | 0.24 | |||||
CEACAM3 | 0.19 | ** | 0.064 | 0.66 | |||||
CD116(ITGAM) | 0.33 | *** | 0.36 | 0.011 | |||||
CD8+ T cell | CD8A | 0.2 | ** | 0.2 | ** | 0.39 | * | 0.37 | * |
CD8B | 0.23 | *** | 0.31 | 0.026 | |||||
T cell | CD6 | 0.12 | 0.024 | 0.2 | ** | 0.24 | 0.093 | 0.41 | * |
CD3D | 0.23 | *** | 0.42 | * | |||||
CD3E | 0.13 | * | 0.34 | 0.017 | |||||
SH2D1A | 0.13 | 0.014 | 0.39 | * | |||||
TRAT1 | 0.049 | 0.35 | 0.36 | * | |||||
CD3G | 0.24 | *** | 0.35 | 0.013 | |||||
CD2 | 0.15 | * | 0.3 | 0.035 | |||||
B cell | CD19 | 0.096 | 0.066 | 0.17 | * | 0.28 | 0.051 | 0.44 | * |
FCRL2 | 0.068 | 0.19 | 0.5 | ** | |||||
KIAA0125 | 0.052 | 0.32 | 0.52 | ** | |||||
TNFRSF17 | 0.06 | 0.25 | 0.43 | * | |||||
SPIB | 0.13 | 0.01 | 0.22 | 0.12 | |||||
PNOC | 0.071 | 0.18 | 0.48 | ** | |||||
CD79A | 0.062 | 0.24 | 0.38 | * | |||||
Monocyte | CD86 | 0.32 | *** | 0.28 | *** | 0.21 | 0.15 | 0.28 | 0.052 |
CD115(CSF1R) | 0.25 | *** | 0.27 | 0.056 | |||||
TAM | CD68 | 0.26 | *** | 0.27 | *** | 0.2 | 0.15 | 0.21 | 0.14 |
IL10 | 0.21 | *** | 0.15 | 0.29 | |||||
M1 Macrophage | IRF5 | 0.31 | *** | 0.31 | *** | 0.13 | 0.37 | 0.07 | 0.63 |
COX2(PTGS2) | 0.078 | 0.14 | − 0.032 | 0.82 | |||||
M2 Macrophage | CD163 | 0.15 | * | 0.12 | 0.018 | 0.18 | 0.22 | 0.25 | 0.078 |
MS4A4A | 0.16 | * | 0.22 | 0.12 | |||||
Neutrophils | FPR1 | 0.25 | *** | 0.37 | *** | − 0.035 | 0.81 | 0.15 | 0.3 |
SIGLEC5 | 0.31 | *** | − 0.011 | 0.94 | |||||
CSF3R | 0.22 | *** | 0.11 | 0.43 | |||||
FCGR3B | 0.05 | 0.34 | 0.17 | 0.24 | |||||
CEACAM3 | 0.19 | ** | 0.064 | 0.66 | |||||
CD116(ITGAM) | 0.33 | *** | 0.36 | 0.011 | |||||
Central memory T cell | CCR7 | 0.063 | 0.23 | 0.12 | 0.023 | 0.37 | * | 0.38 | * |
SELL | 0.1 | 0.055 | 0.24 | 0.092 | |||||
IL7R | 0.042 | 0.43 | 0.31 | 0.031 | |||||
Resident memory T cell | CD69 | 0.063 | 0.23 | 0.28 | *** | 0.3 | 0.037 | 0.25 | 0.075 |
ITGAE | 0.21 | *** | − 0.046 | 0.75 | |||||
CXCR6 | 0.12 | 0.02 | 0.25 | 0.085 | |||||
MYADM | 0.27 | *** | − 0.092 | 0.52 | |||||
Exhausted T cell | TIM-3(HAVCR2) | 0.14 | * | 0.3 | *** | 0.15 | 0.31 | 0.37 | * |
PD-1 (PDCD1) | 0.15 | * | 0.46 | ** | |||||
TIGIT | 0.21 | *** | 0.34 | 0.015 | |||||
LAG3 | 0.16 | * | 0.15 | 0.31 | |||||
CXCL13 | 0.085 | 0.1 | 0.28 | 0.049 | |||||
LAYN | 0.12 | 0.024 | 0.26 | 0.073 | |||||
Resting Treg T cell | FOXP3 | 0.011 | 0.84 | 0.18 | ** | 0.29 | 0.038 | 0.47 | ** |
IL2RA | 0.2 | *** | 0.18 | 0.21 | |||||
Effector Treg T cell | CTLA4 | 0.21 | *** | 0.27 | *** | 0.36 | * | 0.4 | * |
CCR8 | 0.23 | *** | 0.37 | * | |||||
TNFRSF9 | 0.018 | 0.74 | 0.36 | * |