Cell type | Gene marker | None | Purity | ||
---|---|---|---|---|---|
Cor | p | Cor | p | ||
B cell | CD19 | −0.154 | *** | −0.083 | ** |
CD20(KRT20) | 0.114 | *** | 0.126 | *** | |
CD38 | −0.073 | * | 0.011 | 0.719 | |
CD8 + T cell | CD8A | −0.125 | *** | −0.04 | 0.203 |
CD8B | −0.191 | *** | −0.111 | *** | |
Tfh | BCL6 | −0.067 | * | −0.033 | 0.305 |
ICOS | −0.001 | 0.967 | 0.092 | ** | |
CXCR5 | −0.176 | *** | −0.097 | ** | |
Th1 | T-bet (TBX21) | −0.174 | *** | −0.096 | ** |
STAT4 | −0.104 | *** | −0.001 | 0.970 | |
IL12RB2 | −0.033 | 0.269 | 0.029 | 0.357 | |
WSX1(IL27RA) | −0.245 | *** | −0.191 | *** | |
STAT1 | 0.173 | *** | 0.218 | *** | |
IFN-γ (IFNG) | −0.091 | ** | −0.024 | 0.449 | |
TNF-α (TNF) | −0.059 | 0.050 | −0.01 | 0.762 | |
Th2 | GATA3 | 0.167 | *** | 0.116 | *** |
CCR3 | −0.049 | 0.103 | −0.011 | 0.720 | |
STAT6 | −0.064 | * | −0.055 | 0.082 | |
STAT5A | −0.165 | *** | −0.124 | *** | |
Th9 | TGFBR2 | −0.07 | * | 0.036 | 0.261 |
IRF4 | −0.124 | *** | −0.024 | 0.454 | |
PU.1(SPI1) | −0.226 | *** | −0.172 | *** | |
Th17 | STAT3 | 0.107 | *** | 0.117 | *** |
IL-21R | −0.108 | *** | −0.015 | 0.636 | |
IL-23R | −0.02 | 0.505 | 0.038 | 0.233 | |
IL-17A | −0.055 | 0.067 | −0.019 | 0.559 | |
Th22 | CCR10 | −0.314 | *** | −0.293 | *** |
AHR | 0.074 | * | 0.131 | *** | |
Treg | FOXP3 | −0.003 | 0.909 | 0.087 | ** |
CD25(IL2RA) | 0.007 | 0.814 | 0.099 | ** | |
CCR8 | 0.153 | *** | 0.223 | *** | |
T cell exhaustion | PD-1 (PDCD1) | −0.178 | *** | −0.112 | *** |
CTLA4 | −0.057 | 0.058 | 0.026 | 0.419 | |
LAG3 | −0.112 | *** | −0.07 | * | |
TIM-3 (HAVCR2) | 0.009 | 0.759 | 0.085 | ** | |
Macrophage | CD68 | 0.000 | 0.997 | 0.069 | * |
CD11b (ITGAM) | −0.076 | * | −0.028 | 0.378 | |
M1 | INOS (NOS2) | −0.115 | *** | −0.107 | *** |
IRF5 | 0.006 | 0.850 | 0.025 | 0.430 | |
COX2(PTGS2) | −0.133 | *** | −0.058 | 0.066 | |
M2 | CD163 | 0.023 | 0.446 | 0.088 | ** |
ARG1 | −0.025 | 0.411 | 0.026 | 0.405 | |
MRC1 | −0.039 | 0.198 | 0.048 | 0.134 | |
MS4A4A | 0.006 | 0.844 | 0.09 | ** | |
TAM | CCL2 | −0.08 | ** | −0.009 | 0.767 |
CD80 | 0.122 | *** | 0.177 | *** | |
CD86 | −0.012 | 0.692 | 0.068 | * | |
CCR5 | −0.073 | * | 0.022 | 0.491 | |
Monocyte | CD14 | −0.225 | *** | −0.181 | *** |
CD16(FCGR3B) | 0.141 | *** | 0.163 | *** | |
CD115 (CSF1R) | −0.186 | *** | −0.123 | *** | |
Neutrophil | CD66b (CEACAM8) | −0.101 | *** | −0.099 | ** |
CD15(FUT4) | −0.09 | ** | 0.002 | 0.952 | |
CD11b (ITGAM) | −0.076 | * | −0.028 | 0.378 | |
Natural killer cell | XCL1 | −0.138 | *** | −0.059 | 0.064 |
CD7 | −0.204 | *** | −0.141 | *** | |
KIR3DL1 | −0.091 | ** | −0.034 | 0.280 | |
Dendritic cell | CD1C(BDCA-1) | −0.217 | *** | −0.149 | *** |
CD141(THBD) | −0.136 | *** | −0.101 | ** | |
CD11c (ITGAX) | −0.101 | *** | −0.033 | 0.305 |