Table A1. Differential gene analysis.
| Gene | P val | Avg_log2FC | Pct.1 | Pct.2 | P_val_adj | Cluster |
|---|---|---|---|---|---|---|
| SLC4A10 | 6.26 × 10−100 | 2.27488 | 0.396 | 0.223 | 1.23 × 10−95 | 0 |
| LTK | 1.57 × 10−29 | 2.18877 | 0.096 | 0.044 | 3.09 × 10−25 | 0 |
| IL26 | 1.79 × 10−12 | 2.51119 | 0.033 | 0.014 | 3.53 × 10−8 | 0 |
| WNT7A | 1.35 × 10−11 | 2.6382 | 0.027 | 0.011 | 2.65 × 10−7 | 0 |
| IL22 | 2.01 × 10−7 | 2.30399 | 0.026 | 0.013 | 3.95 × 10−3 | 0 |
| C12orf40 | 1.96 × 10−6 | 2.40221 | 0.025 | 0.013 | 3.86 × 10−2 | 0 |
| AMIGO1 | 2.48 × 10−6 | 2.10931 | 0.032 | 0.018 | 4.89 × 10−2 | 0 |
| UNC45B | 2.60 × 10−6 | 2.0701 | 0.034 | 0.019 | 5.13 × 10−2 | 0 |
| KRTAP5-7 | 8.86 × 10−5 | 2.39987 | 0.011 | 0.005 | 1 | 0 |
| IL17F | 0.001331 | 2.89805 | 0.019 | 0.011 | 1 | 0 |
| RP11-277P12.6 | 0 | 4.1608 | 0.726 | 0.252 | 0 | 1 |
| KIR2DL3 | 0 | 4.30391 | 0.615 | 0.189 | 0 | 1 |
| KIR3DL1 | 0 | 4.44638 | 0.564 | 0.151 | 0 | 1 |
| KIR2DL1 | 0 | 4.62762 | 0.516 | 0.127 | 0 | 1 |
| KIR3DL2 | 0 | 4.4834 | 0.518 | 0.145 | 0 | 1 |
| KIR3DL3 | 0 | 4.85949 | 0.355 | 0.045 | 0 | 1 |
| NLRP7 | 8.45 × 10−19 | 4.04772 | 0.035 | 0.011 | 1.66 × 10−14 | 1 |
| PRSS57 | 1.35 × 10−9 | 4.35164 | 0.016 | 0.005 | 2.66 × 10−5 | 1 |
| EPYC | 2.48 × 10−8 | 4.293 | 0.018 | 0.006 | 4.88 × 10−4 | 1 |
| ZMAT4 | 0.0027221 | 4.13486 | 0.014 | 0.007 | 1 | 1 |
| TRAT1 | 4.09 × 10−135 | 1.27612 | 0.949 | 0.779 | 8.05 × 10−131 | 2 |
| GFPT2 | 1.52 × 10−7 | 1.27978 | 0.17 | 0.128 | 3.00 × 10−3 | 2 |
| ST6GALNAC1 | 4.28 × 10−6 | 2.14406 | 0.016 | 0.006 | 8.42 × 10−2 | 2 |
| CCL1 | 7.06 × 10−6 | 2.20308 | 0.01 | 0.003 | 1.39 × 10−1 | 2 |
| MBOAT4 | 7.95 × 10−5 | 1.83741 | 0.057 | 0.038 | 1 | 2 |
| KRTAP5-7 | 7.99 × 10−5 | 1.61294 | 0.013 | 0.005 | 1 | 2 |
| KRT2 | 0.0003679 | 1.9076 | 0.015 | 0.007 | 1 | 2 |
| NEFM | 0.001337 | 1.2809 | 0.045 | 0.031 | 1 | 2 |
| WNT7A | 0.0030211 | 1.83001 | 0.021 | 0.013 | 1 | 2 |
| COL10A1 | 0.0040608 | 1.45662 | 0.014 | 0.007 | 1 | 2 |
| VCY1B | 1.33 × 10−213 | 5.59854 | 0.103 | 0.005 | 2.61 × 10−209 | 3 |
| CBLN4 | 4.97 × 10−205 | 5.63295 | 0.087 | 0.003 | 9.79 × 10−201 | 3 |
| OCA2 | 1.83 × 10−177 | 5.86642 | 0.111 | 0.009 | 3.61 × 10−173 | 3 |
| OR10J5 | 4.42 × 10−35 | 6.23819 | 0.014 | 0 | 8.69 × 10−31 | 3 |
| RNF186 | 9.51 × 10−27 | 6.02052 | 0.014 | 0.001 | 1.87 × 10−22 | 3 |
| GDPD4 | 2.67 × 10−26 | 5.84972 | 0.016 | 0.001 | 5.25 × 10−22 | 3 |
| CLDN9 | 2.62 × 10−23 | 5.91591 | 0.014 | 0.001 | 5.16 × 10−19 | 3 |
| RBMY1B | 1.90 × 10−22 | 5.86373 | 0.011 | 0.001 | 3.75 × 10−18 | 3 |
| RBMY1J | 2.07 × 10−22 | 5.67885 | 0.01 | 0 | 4.08 × 10−18 | 3 |
| UBE2U | 8.27 × 10−19 | 5.65243 | 0.011 | 0.001 | 1.63 × 10−14 | 3 |
| CD1E | 2.74 × 10−233 | 4.20601 | 0.662 | 0.312 | 1.23 × 10−95 | 4 |
| CD1B | 2.37 × 10−232 | 4.26644 | 0.481 | 0.151 | 3.09 × 10−25 | 4 |
| FLT3 | 1.54 × 10−144 | 5.1036 | 0.277 | 0.076 | 3.53 × 10−8 | 4 |
| CACNA2D3 | 1.50 × 10−62 | 4.24492 | 0.167 | 0.054 | 2.65 × 10−7 | 4 |
| CLEC4F | 1.57 × 10−41 | 4.95046 | 0.104 | 0.032 | 3.95 × 10−3 | 4 |
| XCR1 | 3.12 × 10−28 | 4.68302 | 0.071 | 0.022 | 3.86 × 10−2 | 4 |
| LIPN | 2.44 × 10−22 | 4.44353 | 0.036 | 0.008 | 4.89 × 10−2 | 4 |
| CD207 | 8.58 × 10−22 | 5.31131 | 0.085 | 0.033 | 5.13 × 10−2 | 4 |
| PPM1J | 5.29 × 10−15 | 4.74916 | 0.036 | 0.011 | 1 | 4 |
| CCNA1 | 3.11 × 10−6 | 4.17339 | 0.013 | 0.004 | 1 | 4 |
| FOXP3 | 3.16 × 10−287 | 4.33154 | 0.533 | 0.159 | 0 | 5 |
| CCR8 | 1.57 × 10−244 | 4.48931 | 0.537 | 0.185 | 0 | 5 |
| GNG8 | 2.35 × 10−92 | 4.06267 | 0.155 | 0.034 | 0 | 5 |
| CD177 | 2.81 × 10−37 | 4.40031 | 0.157 | 0.064 | 0 | 5 |
| PVALB | 8.20 × 10−29 | 3.94647 | 0.074 | 0.022 | 0 | 5 |
| AHSP | 1.74 × 10−22 | 4.15447 | 0.077 | 0.028 | 0 | 5 |
| CD300LD | 9.87 × 10−14 | 4.69525 | 0.039 | 0.013 | 1.66 × 10−14 | 5 |
| ARX | 2.27 × 10−11 | 5.21748 | 0.014 | 0.002 | 2.66 × 10−5 | 5 |
| DGKI | 1.01 × 10−8 | 3.86791 | 0.037 | 0.015 | 4.88 × 10−4 | 5 |
| MYBPC2 | 2.64 × 10−6 | 3.93218 | 0.011 | 0.003 | 1 | 5 |
| IGSF21 | 2.03 × 10−158 | 3.92451 | 0.268 | 0.056 | 8.05 × 10−131 | 6 |
| TMEM26 | 2.74 × 10−127 | 3.82477 | 0.195 | 0.036 | 3.00 × 10−3 | 6 |
| HS3ST2 | 2.66 × 10−76 | 3.94625 | 0.13 | 0.026 | 8.42 × 10−2 | 6 |
| CCL24 | 9.27 × 10−72 | 4.28147 | 0.091 | 0.014 | 1.39 × 10−1 | 6 |
| PKD2L1 | 1.64 × 10−61 | 4.31082 | 0.094 | 0.017 | 1 | 6 |
| TNFSF18 | 3.96 × 10−13 | 3.91959 | 0.042 | 0.014 | 1 | 6 |
| SPINK6 | 7.46 × 10−12 | 4.94807 | 0.011 | 0.001 | 1 | 6 |
| ANKRD66 | 1.35 × 10−9 | 4.82224 | 0.018 | 0.004 | 1 | 6 |
| DUSP27 | 1.11 × 10−6 | 4.31534 | 0.01 | 0.002 | 1 | 6 |
| ACSM4 | 7.00 × 10−6 | 3.87344 | 0.01 | 0.002 | 1 | 6 |
| PAX5 | 0 | 6.97256 | 0.504 | 0.075 | 2.61 × 10−209 | 7 |
| FCRL1 | 1.64 × 10−269 | 6.30058 | 0.502 | 0.119 | 9.79 × 10−201 | 7 |
| CD19 | 1.56 × 10−250 | 6.06609 | 0.494 | 0.123 | 3.61 × 10−173 | 7 |
| FCRLA | 1.61 × 10−223 | 6.14524 | 0.539 | 0.168 | 8.69 × 10−31 | 7 |
| KHDRBS2 | 3.87 × 10−51 | 5.79604 | 0.113 | 0.026 | 1.87 × 10−22 | 7 |
| KLHL14 | 7.91 × 10−46 | 7.12408 | 0.091 | 0.019 | 5.25 × 10−22 | 7 |
| KCNH8 | 4.06 × 10−28 | 5.7496 | 0.073 | 0.019 | 5.16 × 10−19 | 7 |
| C12orf74 | 2.48 × 10−23 | 6.44353 | 0.039 | 0.007 | 3.75 × 10−18 | 7 |
| FCRL4 | 9.00 × 10−10 | 6.27934 | 0.019 | 0.004 | 4.08 × 10−18 | 7 |
| LCN8 | 4.08 × 10−9 | 5.97332 | 0.014 | 0.003 | 1.63 × 10−14 | 7 |
| IL20 | 9.89 × 10−10 | 3.72031 | 0.018 | 0.003 | 1.23 × 10−95 | 8 |
| CERS1 | 3.10 × 10−8 | 3.93585 | 0.017 | 0.003 | 3.09 × 10−25 | 8 |
| NEUROD4 | 1.36 × 10−7 | 7.80849 | 0.012 | 0.002 | 3.53 × 10−8 | 8 |
| CPNE9 | 2.02 × 10−7 | 3.48566 | 0.027 | 0.008 | 2.65 × 10−7 | 8 |
| OCSTAMP | 4.12 × 10−7 | 5.90075 | 0.014 | 0.003 | 3.95 × 10−3 | 8 |
| PRPH | 6.22 × 10−7 | 5.74714 | 0.012 | 0.002 | 3.86 × 10−2 | 8 |
| SHC3 | 8.99 × 10−7 | 3.35554 | 0.026 | 0.008 | 4.89 × 10−2 | 8 |
| RHCG | 2.66 × 10−5 | 3.46443 | 0.026 | 0.009 | 5.13 × 10−2 | 8 |
| ADGRB3 | 0.0007539 | 4.55255 | 0.011 | 0.003 | 1 | 8 |
| C2orf16 | 0.0012103 | 3.84259 | 0.014 | 0.005 | 1 | 8 |
| KIF15 | 1.62 × 10−167 | 4.52638 | 0.502 | 0.142 | 0 | 9 |
| CDCA5 | 2.09 × 10−156 | 4.57741 | 0.42 | 0.105 | 0 | 9 |
| GTSE1 | 2.02 × 10−138 | 4.39905 | 0.529 | 0.184 | 0 | 9 |
| CDCA2 | 6.99 × 10−129 | 4.41556 | 0.377 | 0.096 | 0 | 9 |
| PLK4 | 1.74 × 10−124 | 4.40362 | 0.301 | 0.064 | 0 | 9 |
| HIST1H3G | 3.51 × 10−92 | 5.06767 | 0.148 | 0.021 | 0 | 9 |
| E2F8 | 2.60 × 10−80 | 4.59759 | 0.207 | 0.044 | 1.66 × 10−14 | 9 |
| SYCE2 | 1.14 × 10−42 | 4.37032 | 0.096 | 0.018 | 2.66 × 10−5 | 9 |
| GNB3 | 1.01 × 10−11 | 4.3892 | 0.025 | 0.005 | 4.88 × 10−4 | 9 |
| LRIT3 | 5.95 × 10−11 | 5.41785 | 0.011 | 0.001 | 1 | 9 |
| AC109829.1 | 4.09 × 10−72 | 6.58454 | 0.042 | 0.001 | 8.05 × 10−131 | 10 |
| SPACA7 | 5.54 × 10−68 | 6.96228 | 0.034 | 0.001 | 3.00 × 10−3 | 10 |
| C11orf97 | 1.65 × 10−45 | 8.79189 | 0.016 | 0 | 8.42 × 10−2 | 10 |
| PRSS51 | 7.04 × 10−21 | 6.8627 | 0.018 | 0.001 | 1.39 × 10−1 | 10 |
| CT47A10 | 4.95 × 10−20 | 6.18936 | 0.01 | 0 | 1 | 10 |
| KLK4 | 4.99 × 10−20 | 7.58343 | 0.018 | 0.001 | 1 | 10 |
| LRFN5 | 4.50 × 10−16 | 6.82028 | 0.022 | 0.002 | 1 | 10 |
| AC131097.4 | 6.36 × 10−16 | 5.9679 | 0.014 | 0.001 | 1 | 10 |
| SYT8 | 2.73 × 10−9 | 6.26022 | 0.012 | 0.001 | 1 | 10 |
| HSD3B2 | 3.00 × 10−8 | 6.12074 | 0.01 | 0.001 | 1 | 10 |
| POU4F3 | 4.47 × 10−16 | 5.03488 | 0.011 | 0 | 2.61 × 10−209 | 11 |
| CALB2 | 2.27 × 10−13 | 4.29152 | 0.032 | 0.005 | 9.79 × 10−201 | 11 |
| GATA1 | 3.84 × 10−10 | 4.20094 | 0.017 | 0.002 | 3.61 × 10−173 | 11 |
| SERPINB3 | 1.13 × 10−9 | 4.48446 | 0.013 | 0.001 | 8.69 × 10−31 | 11 |
| OR10H1 | 2.06 × 10−9 | 6.30405 | 0.011 | 0.001 | 1.87 × 10−22 | 11 |
| GCM2 | 1.73 × 10−8 | 4.46023 | 0.011 | 0.001 | 5.25 × 10−22 | 11 |
| HRASLS5 | 8.24 × 10−7 | 4.25864 | 0.011 | 0.001 | 5.16 × 10−19 | 11 |
| MUC5AC | 8.52 × 10−7 | 4.64985 | 0.013 | 0.002 | 3.75 × 10−18 | 11 |
| UBQLNL | 0.000152 | 4.31163 | 0.019 | 0.006 | 4.08 × 10−18 | 11 |
| FOXL2 | 0.004164 | 5.56818 | 0.011 | 0.003 | 1.63 × 10−14 | 11 |
| KRT82 | 1.36 × 10−16 | 3.18133 | 0.061 | 0.014 | 1.23 × 10−95 | 12 |
| OR5B3 | 1.41 × 10−15 | 3.31509 | 0.035 | 0.005 | 3.09 × 10−25 | 12 |
| PIANP | 1.75 × 10−6 | 3.8333 | 0.015 | 0.003 | 3.53 × 10−8 | 12 |
| CDC42BPG | 1.05 × 10−5 | 3.18399 | 0.02 | 0.005 | 2.65 × 10−7 | 12 |
| MAP6 | 0.0004949 | 4.32855 | 0.02 | 0.006 | 3.95 × 10−3 | 12 |
| GJA3 | 0.0006685 | 3.28024 | 0.018 | 0.005 | 3.86 × 10−2 | 12 |
| NCAN | 0.0017926 | 4.20579 | 0.011 | 0.003 | 4.89 × 10−2 | 12 |
| TRPM1 | 0.0022167 | 3.19966 | 0.063 | 0.037 | 5.13 × 10−2 | 12 |
| FNDC11 | 0.0025253 | 4.98432 | 0.011 | 0.003 | 1 | 12 |
| MYH15 | 0.0064381 | 4.25786 | 0.011 | 0.003 | 1 | 12 |
| PAX4 | 2.93 × 10−125 | 7.83822 | 0.092 | 0.003 | 0 | 13 |
| PDIA2 | 4.29 × 10−94 | 6.80038 | 0.051 | 0.001 | 0 | 13 |
| KRTAP3-1 | 3.61 × 10−40 | 7.1002 | 0.024 | 0.001 | 0 | 13 |
| DEFB103B | 1.47 × 10−27 | 7.01878 | 0.012 | 0 | 0 | 13 |
| SLC34A3 | 7.71 × 10−22 | 6.7498 | 0.017 | 0.001 | 0 | 13 |
| DEFB103A | 1.92 × 10−20 | 7.20853 | 0.01 | 0 | 0 | 13 |
| OR5A1 | 9.30 × 10−17 | 7.49096 | 0.012 | 0 | 1.66 × 10−14 | 13 |
| TKTL2 | 1.26 × 10−11 | 7.46493 | 0.017 | 0.002 | 2.66 × 10−5 | 13 |
| TCP11X2 | 2.96 × 10−11 | 7.15907 | 0.017 | 0.002 | 4.88 × 10−4 | 13 |
| NEUROD6 | 0.0001387 | 7.53163 | 0.01 | 0.002 | 1 | 13 |
| SMOC2 | 6.36 × 10−210 | 8.24297 | 0.335 | 0.021 | 8.05 × 10−131 | 14 |
| SOX17 | 2.02 × 10−186 | 8.58517 | 0.216 | 0.009 | 3.00 × 10−3 | 14 |
| FOXF1 | 2.02 × 10−161 | 8.80806 | 0.237 | 0.013 | 8.42 × 10−2 | 14 |
| MYOCD | 2.98 × 10−66 | 8.67703 | 0.114 | 0.008 | 1.39 × 10−1 | 14 |
| LRRC10B | 3.77 × 10−58 | 8.54747 | 0.076 | 0.004 | 1 | 14 |
| KRTAP21-2 | 7.08 × 10−47 | 8.77569 | 0.013 | 0 | 1 | 14 |
| JPH2 | 1.43 × 10−41 | 8.83149 | 0.072 | 0.005 | 1 | 14 |
| FOXF2 | 1.20 × 10−21 | 8.45481 | 0.038 | 0.003 | 1 | 14 |
| HSPB7 | 1.79 × 10−17 | 8.30385 | 0.034 | 0.003 | 1 | 14 |
| GABRG1 | 6.41 × 10−11 | 8.56627 | 0.021 | 0.002 | 1 | 14 |
| GAGE12C | 0 | 8.89449 | 0.991 | 0.025 | 2.61 × 10−209 | 15 |
| GAGE12G | 0 | 8.92961 | 0.987 | 0.024 | 9.79 × 10−201 | 15 |
| GAGE12J | 0 | 8.96901 | 0.983 | 0.024 | 3.61 × 10−173 | 15 |
| GAGE12D | 0 | 8.88434 | 0.983 | 0.025 | 8.69 × 10−31 | 15 |
| GAGE12F | 0 | 8.90395 | 0.983 | 0.026 | 1.87 × 10−22 | 15 |
| GAGE10 | 0 | 8.78936 | 0.974 | 0.018 | 5.25 × 10−22 | 15 |
| GAGE13 | 0 | 8.6895 | 0.983 | 0.028 | 5.16 × 10−19 | 15 |
| GAGE1 | 0 | 8.78731 | 0.987 | 0.044 | 3.75 × 10−18 | 15 |
| GAGE2E | 0 | 9.31589 | 0.952 | 0.016 | 4.08 × 10−18 | 15 |
| MAGEA9 | 7.93 × 10−163 | 8.61009 | 0.091 | 0.001 | 1.63 × 10−14 | 15 |
| KCNQ4 | 2.65 × 10−13 | 6.83496 | 0.045 | 0.003 | 1.23 × 10−95 | 16 |
| IFNA10 | 1.06 × 10−10 | 6.01285 | 0.018 | 0.001 | 3.09 × 10−25 | 16 |
| C2orf57 | 2.37 × 10−9 | 6.27777 | 0.018 | 0.001 | 3.53 × 10−8 | 16 |
| FAM43B | 6.89 × 10−8 | 6.31855 | 0.018 | 0.001 | 2.65 × 10−7 | 16 |
| VSTM2L | 9.28 × 10−8 | 6.36233 | 0.027 | 0.002 | 3.95 × 10−3 | 16 |
| CHAT | 1.70 × 10−7 | 6.29001 | 0.018 | 0.001 | 3.86 × 10−2 | 16 |
| SLC17A6 | 2.76 × 10−6 | 6.88202 | 0.018 | 0.001 | 4.89 × 10−2 | 16 |
| ATP13A5 | 2.88 × 10−6 | 6.34684 | 0.018 | 0.001 | 5.13 × 10−2 | 16 |
| PRR22 | 7.45 × 10−6 | 5.70779 | 0.027 | 0.003 | 1 | 16 |
| GRID2 | 0.002056 | 5.92001 | 0.018 | 0.003 | 1 | 16 |
| BRINP2 | 9.94 × 10−58 | 8.52739 | 0.082 | 0.002 | 0 | 17 |
| GPRC6A | 7.09 × 10−35 | 8.34312 | 0.041 | 0.001 | 0 | 17 |
| ATP2B3 | 8.53 × 10−15 | 7.8142 | 0.041 | 0.002 | 0 | 17 |
| HSPB3 | 1.58 × 10−13 | 9.00368 | 0.01 | 0 | 0 | 17 |
| NR2E1 | 9.14 × 10−11 | 7.94249 | 0.031 | 0.002 | 0 | 17 |
| ASIC5 | 2.10 × 10−10 | 8.33298 | 0.01 | 0 | 0 | 17 |
| AC124312.1 | 2.10 × 10−10 | 7.87931 | 0.01 | 0 | 1.66 × 10−14 | 17 |
| SLC18A3 | 3.98 × 10−5 | 8.40139 | 0.01 | 0 | 2.66 × 10−5 | 17 |
| LRRC71 | 0.0001071 | 8.08189 | 0.01 | 0.001 | 4.88 × 10−4 | 17 |
| PATE2 | 0.0008554 | 8.22019 | 0.01 | 0.001 | 1 | 17 |