From: Integrin alpha-V is an important driver in pancreatic adenocarcinoma progression
Gene Symbol | Fold Change | P | FDR adj. P |
---|---|---|---|
TGF-β signaling | |||
 CDK8 | 1.8 | 0.007 | 0.108 |
 E2F4 | −2.3 | <  0.001 | 0.007 |
 LTBP1 | − 2.61 | 0.0003 | 0.0201 |
 NEDD4L | −1.3 | 0.096 | 0.462 |
 PARD3 | − 2.43 | <  0.001 | 0.001 |
 PPM1A | 2.42 | 0.002 | 0.051 |
 PPP1CA | −1.55 | <  0.001 | 0.013 |
 PPP1CB | 2.59 | <  0.001 | 0.003 |
 RAP1B | 1.5 | 0.0064 | 0.1065 |
 SERPINE1 | −2.83 | 0.004 | 0.077 |
 SKIL | 2.92 | 0.002 | 0.051 |
 SMAD1 | −1.18 | 0.310 | 0.733 |
 SMAD2 | 1.09 | 0.809 | 0.958 |
 SMAD3 | 1.79 | 0.273 | 0.704 |
 SMAD4 | −1.08 | 0.917 | 0.982 |
 SMAD6 | −1.13 | 0.289 | 0.717 |
 SMAD7 | 1.06 | 0.505 | 0.851 |
 SMAD9 | −1.01 | 0.595 | 0.887 |
 STUB1 | −1.84 | <  0.001 | 0.019 |
 TGFB1 | −1.59 | 0.014 | 0.170 |
 TGFB2 | 3.61 | 0.003 | 0.071 |
 TGFBI | −0.11 | 0.065 | 0.384 |
 TGFBR1 | 1.68 | <  0.001 | 0.015 |
 TGFBR2 | 1.22 | 0.971 | 0.994 |
 TGFBR3 | −2.75 | 0.005 | 0.090 |
Epithelial-mesenchymal transition | |||
 ACTA2 | −1.04 | 0.6051 | 0.8912 |
 ADAM10 | 2.26 | 0.003 | 0.063 |
 ADAM12 | 1.01 | 0.897 | 0.979 |
 BSG | −2.65 | <  0.001 | 0.002 |
 CDH1 | −1.21 | 0.3769 | 0.7813 |
 CDH2 | −5.04 | <  0.001 | <  0.001 |
 FGFBP1 | −1.86 | 0.007 | 0.107 |
 FLG | 265.8 | <  0.001 | 0.002 |
 FN1 | −2.57 | 0.002 | 0.048 |
 HSPG2 | −1.78 | 0.001 | 0.039 |
 JAG1 | −3.05 | <  0.001 | 0.005 |
 KLK13 | 2.06 | 0.001 | 0.043 |
 KLK7 | 3.18 | 0.008 | 0.125 |
 LAMA2 | −1.61 | 0.001 | 0.028 |
 LAMA3 | −6.57 | <  0.001 | 0.003 |
 LAMA5 | −1.74 | 0.072 | 0.404 |
 LAMB1 | −4.02 | <  0.001 | <  0.001 |
 LAMC1 | −1.99 | 0.001 | 0.039 |
 LUM | 1.14 | 0.249 | 0.682 |
 MMP1 | −2.59 | 0.160 | 0.577 |
 MMP10 | −7.92 | <  0.001 | 0.001 |
 MMP12 | 1.29 | 0.918 | 0.983 |
 MMP13 | −1.42 | 0.200 | 0.629 |
 MMP14 | −1.73 | 0.008 | 0.124 |
 MMP15 | 1.01 | 0.960 | 0.992 |
 MMP16 | 1.09 | 0.175 | 0.598 |
 MMP17 | −1 | 0.851 | 0.968 |
 MMP2 | 1.06 | 0.159 | 0.576 |
 MMP20 | 1.01 | 0.562 | 0.875 |
 MMP24 | 1.03 | 0.990 | 0.998 |
 MMP3 | 1.07 | 0.635 | 0.903 |
 MMP7 | 2.95 | <  0.001 | 0.010 |
 MMP9 | −1 | 0.945 | 0.990 |
 MUC4 | 5.58 | 0.001 | 0.0366 |
 NID1 | −2.3 | <  0.001 | 0.009 |
 OCLN | 17.35 | <  0.001 | 0.010 |
 POSTN | 1.03 | 0.1091 | 0.4901 |
 SNAI1 | 1.19 | 0.107 | 0.486 |
 SNAI2 | −1.11 | 0.459 | 0.828 |
 SPP1 | 1.08 | 0.9279 | 0.9849 |
 TWIST1 | 1.08 | 0.313 | 0.734 |
 TWIST2 | 1.09 | 0.203 | 0.633 |
 VIM | 1.2 | 0.1338 | 0.5344 |
Immune status | |||
 CD2 | −1.08 | 0.312 | 0.734 |
 CD4 | 2.46 | <  0.001 | 0.002 |
 CD46 | 2.88 | 0.001 | 0.029 |
 CD48 | 1.05 | 0.464 | 0.830 |
 CD55 | 1.75 | 0.016 | 0.177 |
 CD74 | −1.05 | 0.891 | 0.978 |
 CNN2 | −1.62 | 0.001 | 0.046 |
 CTSS | 3.59 | 0.001 | 0.033 |
 DAPK1 | 3.58 | 0.001 | 0.027 |
 FYB | −5.95 | 0.036 | 0.279 |
 GBP2 | 7.67 | <  0.001 | 0.012 |
 HLA-A | −1.09 | 0.306 | 0.730 |
 HLA-B | −1.13 | 0.439 | 0.818 |
 HLA-C | 1.03 | 0.745 | 0.941 |
 HLA-DMA | 1.58 | 0.007 | 0.110 |
 HLA-DMB | 1.41 | 0.009 | 0.129 |
 HLA-DOA | 1.26 | 0.009 | 0.129 |
 HLA-DOB | 1.09 | 0.437 | 0.817 |
 HLA-DPA1 | 3.32 | <  0.001 | 0.005 |
 HLA-DPB1 | 1.4 | 0.019 | 0.197 |
 HLA-DPB2 | 1.21 | 0.031 | 0.257 |
 HLA-DQA1 | −1.14 | 0.294 | 0.721 |
 HLA-DQA2 | 1.77 | 0.008 | 0.123 |
 HLA-DQB1 | −1.14 | 0.492 | 0.845 |
 HLA-DQB2 | 1.41 | 0.003 | 0.065 |
 HLA-DRA | 14.81 | <  0.001 | 0.004 |
 HLA-DRB1 | 19.95 | 0.001 | 0.025 |
 HLA-DRB4 | 12.38 | <  0.001 | 0.005 |
 HLA-DRB5 | 3.45 | <  0.001 | 0.002 |
 HLA-E | 1.17 | 0.199 | 0.628 |
 HLA-G | 1.64 | 0.048 | 0.328 |
 HLA-H | 1.13 | 0.298 | 0.724 |
 ICAM1 | 1.71 | 0.065 | 0.385 |
 IFNG | −1.07 | 0.179 | 0.603 |
 IRF1 | 1.37 | 0.005 | 0.094 |
 IRF2 | − 1.56 | 0.014 | 0.170 |
 JAK1 | 1.82 | <  0.001 | 0.015 |
 KIF3B | −1.73 | 0.004 | 0.076 |
 LMO7 | 5.19 | <  0.001 | 0.005 |
 MALT1 | 1.72 | 0.003 | 0.069 |
 MID1 | −3.3 | <  0.001 | 0.007 |
 MT2A | −2.36 | 0.002 | 0.049 |
 OAS1 | 1.78 | 0.014 | 0.169 |
 OSBPL1A | −2.52 | <  0.001 | 0.010 |
 PAK1 | −2.66 | <  0.001 | 0.004 |
 PTAFR | −2.09 | 0.006 | 0.102 |
 RIPK2 | 2.56 | 0.020 | 0.205 |
 SLCO4C1 | −2.93 | 0.001 | 0.040 |
 STAT1 | 2.58 | <  0.001 | 0.019 |
 TIMP2 | 4.83 | <  0.001 | 0.008 |
 TRIM22 | 2.28 | <  0.001 | 0.004 |