Expression
Positive expression of a PDG in a given cancer type was defined as its mRNA expression was reliably detected in at least 50% of tumor specimens (i.e., the 50th percentile of fragments per kilobase of transcript per million mapped reads [FPKM] value ≥1).
Summary of PDG mRNA expression levels (FPKM value) in each cancer type
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HGNC | Ensembl | No. Detectable | ACC | BLCA | BRCA | CESC | CHOL | COAD | DLBC | ESCA | GBM | HNSC | KICH | KIRC | KIRP | LAML | LGG | LIHC | LUAD | LUSC | MESO | OV | PAAD | PCPG | PRAD | READ | SARC | SKCM | STAD | TGCT | THCA | THYM | UCEC | UCS | UVM | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Symbol | Gene ID | Cancer Types | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th | 25th | 50th | 75th | 90th |
FGFR1 | ENSG00000077782 | 33 | 11.25 | 23.91 | 48.85 | 72.32 | 2.45 | 5.69 | 12.51 | 25.32 | 17.42 | 27.99 | 46.38 | 76.91 | 2.39 | 5.33 | 11.75 | 31.71 | 19.63 | 30.18 | 53.93 | 70.95 | 3.76 | 7.32 | 12.91 | 21.43 | 5.57 | 10.01 | 16.61 | 22.54 | 4.45 | 8.73 | 15.65 | 26.85 | 22.42 | 31.55 | 44.3 | 62.78 | 3.49 | 7.02 | 13.45 | 23.38 | 18.31 | 29.12 | 48.29 | 63.06 | 17.02 | 24.13 | 34.01 | 42.96 | 12.48 | 23.77 | 39.28 | 54.48 | 2.89 | 6.37 | 20.18 | 44.71 | 13.04 | 18.88 | 30 | 42.76 | 0.95 | 1.68 | 3.63 | 9.4 | 8.02 | 13.11 | 21.36 | 35.96 | 9.51 | 15.44 | 27.38 | 61.92 | 39.27 | 56.28 | 74.41 | 113.9 | 22.7 | 40.55 | 66.05 | 117 | 20.6 | 27.99 | 40.38 | 52.46 | 29.88 | 49.66 | 68.89 | 89.85 | 11.62 | 17.63 | 22.97 | 31.58 | 4.41 | 7.38 | 13.81 | 18.39 | 53 | 82.95 | 126.43 | 195.83 | 9.9 | 18.61 | 36.77 | 77.39 | 5.86 | 10.93 | 21.75 | 39.91 | 45.93 | 81.54 | 114.19 | 165.04 | 7.21 | 10.82 | 16.3 | 22.9 | 6.98 | 14.44 | 31.56 | 59.68 | 20.55 | 36.21 | 71.3 | 118.43 | 46.17 | 67.19 | 95.06 | 166.08 | 4.98 | 10.41 | 17.75 | 24.15 |
IGF1R | ENSG00000140443 | 31 | 1.81 | 3.68 | 5.75 | 8.57 | 2.61 | 4.34 | 6.46 | 10.17 | 7.18 | 15.8 | 25.82 | 38.73 | 4.05 | 6.86 | 10.03 | 15.43 | 1.13 | 3.19 | 6.57 | 7.64 | 3.24 | 4.75 | 6.51 | 8.75 | 0.47 | 0.71 | 1.25 | 1.62 | 4.6 | 9.19 | 16.1 | 23.37 | 1.97 | 3.05 | 4.62 | 6.84 | 6.38 | 9.93 | 14.5 | 19.59 | 5.12 | 7.49 | 9.91 | 11.37 | 5.75 | 8.44 | 12.4 | 16.72 | 5.76 | 8.87 | 12.17 | 17.02 | 1.91 | 4.27 | 10.97 | 16.35 | 5.11 | 6.67 | 8.56 | 11.29 | 0.12 | 0.22 | 0.47 | 1.46 | 3.42 | 5.56 | 8.52 | 12.27 | 6.89 | 10.99 | 16.25 | 22.23 | 3.14 | 5.62 | 10.32 | 16.36 | 3.79 | 7.17 | 11.09 | 16.8 | 3.9 | 5.33 | 7.19 | 8.65 | 5.54 | 9.31 | 15.68 | 23.93 | 8.32 | 13.2 | 19.38 | 26 | 3.62 | 5.36 | 7.01 | 8.35 | 2.03 | 3.6 | 7.43 | 15.15 | 6.7 | 11.19 | 17.61 | 26.78 | 2.95 | 5.11 | 7.95 | 11.47 | 4.52 | 6.74 | 9.33 | 14.14 | 6.85 | 9.71 | 12.53 | 15.91 | 5.49 | 8.33 | 14.14 | 24.4 | 2.43 | 5 | 8.9 | 12.25 | 4.32 | 5.97 | 8.36 | 12.45 | 11.13 | 13.87 | 17.28 | 20.67 |
TYRP1 | ENSG00000107165 | 2 | 0 | 0.01 | 0.05 | 0.37 | 0.03 | 0.13 | 0.53 | 1.17 | 0.03 | 0.1 | 0.33 | 1.35 | 0 | 0.03 | 0.08 | 0.23 | 0.07 | 0.16 | 0.34 | 0.78 | 0.12 | 0.27 | 0.6 | 1 | 0 | 0 | 0.03 | 0.12 | 0.18 | 0.55 | 1.32 | 3.16 | 0.02 | 0.07 | 0.16 | 0.39 | 0.03 | 0.1 | 0.32 | 0.83 | 0 | 0.02 | 0.06 | 0.13 | 0 | 0.02 | 0.06 | 0.26 | 0 | 0.03 | 0.07 | 0.2 | 0 | 0 | 0 | 0.08 | 0.02 | 0.07 | 0.17 | 0.41 | 0 | 0.03 | 0.11 | 0.52 | 0.25 | 0.58 | 1.42 | 3.47 | 0.23 | 0.5 | 1.11 | 2.13 | 0.09 | 0.22 | 0.83 | 2.73 | 0.06 | 0.19 | 0.7 | 1.72 | 0.16 | 0.34 | 0.7 | 1.42 | 0 | 0.03 | 0.08 | 0.17 | 0.07 | 0.16 | 0.35 | 0.69 | 0.16 | 0.32 | 0.8 | 1.37 | 0.01 | 0.05 | 0.25 | 1.87 | 0.47 | 15.98 | 397.28 | 1190.58 | 0.25 | 0.72 | 2.39 | 5.65 | 0.05 | 0.16 | 0.43 | 0.87 | 0 | 0 | 0.02 | 0.04 | 0.01 | 0.42 | 1.74 | 4 | 0.02 | 0.07 | 0.22 | 0.74 | 0.03 | 0.12 | 0.27 | 0.65 | 983.6 | 1705.76 | 2486.62 | 3904.96 |
CDH1 | ENSG00000039068 | 26 | 0 | 0.02 | 0.07 | 0.17 | 64.73 | 103.84 | 148.82 | 200.55 | 50.57 | 93.36 | 148.34 | 225.35 | 65.65 | 91.16 | 119.01 | 157.54 | 83.31 | 134.07 | 190.2 | 247.06 | 108.28 | 139.09 | 171 | 211.4 | 0.33 | 0.91 | 2.9 | 4.59 | 68.62 | 104.84 | 145.71 | 184.03 | 0.28 | 0.82 | 1.69 | 2.85 | 58.82 | 83.41 | 109.11 | 146.36 | 46.78 | 86.66 | 110.59 | 141.83 | 11.54 | 18.44 | 27.42 | 39.62 | 7.02 | 15.3 | 31.22 | 65.56 | 0.17 | 0.51 | 1.13 | 4.96 | 0.42 | 0.83 | 1.76 | 3.91 | 16.87 | 30.62 | 49.57 | 72.93 | 61.33 | 84.93 | 121 | 159.3 | 56.73 | 82.9 | 116.11 | 158.9 | 6.12 | 26.36 | 49.15 | 77.81 | 28.07 | 39.6 | 57.12 | 75.81 | 61.82 | 85.81 | 116.14 | 142.73 | 0.01 | 0.02 | 0.07 | 0.22 | 87.34 | 117.96 | 155.92 | 188.77 | 106.85 | 145.01 | 177.04 | 212.86 | 0.07 | 0.23 | 1.04 | 12.07 | 2.51 | 25.53 | 78.26 | 132.61 | 55.95 | 89.66 | 129.85 | 161.46 | 8.34 | 21.05 | 50.34 | 75.23 | 118.28 | 145.58 | 180.07 | 218.62 | 23.41 | 41.48 | 73.19 | 110.02 | 46.45 | 74.34 | 103.3 | 132.48 | 5.27 | 18.73 | 39.01 | 68.94 | 31.58 | 75.26 | 142.85 | 172.82 |
TP53 | ENSG00000141510 | 33 | 8.75 | 12.95 | 15.84 | 22.08 | 18.21 | 28.77 | 41.05 | 55.88 | 21.32 | 30.73 | 41.5 | 54.54 | 26.21 | 35.52 | 46.63 | 56.94 | 25.67 | 34.08 | 46.63 | 57.14 | 31.06 | 44.48 | 57.07 | 71.02 | 30.84 | 41.71 | 51.61 | 68.55 | 11.86 | 25.78 | 41.1 | 58.85 | 22.53 | 31.35 | 40.37 | 49.18 | 10.03 | 21.06 | 36.95 | 54.44 | 5.87 | 7.96 | 9.75 | 11.97 | 15.98 | 19.26 | 22.81 | 26.82 | 17.62 | 22.83 | 28.48 | 34.84 | 31.43 | 41.2 | 51.46 | 59.6 | 15.05 | 21.22 | 27.79 | 37.39 | 6.41 | 10.18 | 15.73 | 22.59 | 16.46 | 24.19 | 31.77 | 41.7 | 11.49 | 27.39 | 42.67 | 61.18 | 26.02 | 35.33 | 43.64 | 60.55 | 13.57 | 48.83 | 68.98 | 93.2 | 12.51 | 17.78 | 22.02 | 25.78 | 5.95 | 8.19 | 11.37 | 14.16 | 20.04 | 24.64 | 30.5 | 36.65 | 20.03 | 41.69 | 59.36 | 77.33 | 7.57 | 18.22 | 28.25 | 41.5 | 21.01 | 30.08 | 39.71 | 51.8 | 19.84 | 33.41 | 47.72 | 68.81 | 25.88 | 32.18 | 39.29 | 50.87 | 16.42 | 19.41 | 22.5 | 26.48 | 31.58 | 47.65 | 57.98 | 64.88 | 31.41 | 47.06 | 63.77 | 78.15 | 25.81 | 39.6 | 51.6 | 68.5 | 28.41 | 33.07 | 39.14 | 46.32 |
GNAS | ENSG00000087460 | 33 | 882.22 | 1205.15 | 1707.3 | 2538.77 | 537.36 | 698.2 | 882.13 | 1108.35 | 654.34 | 835.04 | 1120.21 | 1598.3 | 460.16 | 575.57 | 816.48 | 1144.14 | 279.02 | 429.53 | 591.25 | 648.47 | 431.61 | 555.81 | 747.12 | 1017.6 | 516.75 | 586.75 | 707.84 | 827.48 | 484.15 | 615.66 | 772.96 | 947.68 | 824.54 | 1027.16 | 1351.7 | 1822.58 | 399.75 | 497.27 | 617.78 | 766.33 | 1099.04 | 1319.32 | 1634.15 | 1899.63 | 489.38 | 609.63 | 756.97 | 1023.93 | 542.43 | 662.69 | 843.3 | 1045.83 | 449.41 | 548.86 | 638.57 | 758.29 | 892.52 | 1005.99 | 1133.72 | 1266.77 | 220.78 | 308.32 | 450.38 | 658.98 | 514.12 | 649.64 | 787.73 | 1098.31 | 563.76 | 742.84 | 946.25 | 1196.56 | 472.18 | 596.67 | 701.31 | 891.01 | 703.36 | 924.1 | 1219.61 | 1510.79 | 576.59 | 708.49 | 872.53 | 1187.77 | 3347.46 | 4873.91 | 7515.75 | 10873.8 | 528.3 | 609.13 | 728.86 | 871.17 | 499.59 | 695.88 | 880.51 | 1015.13 | 592.16 | 719.82 | 965.46 | 1308.49 | 668.46 | 856.85 | 1125.93 | 1625.22 | 434.23 | 546.07 | 733.53 | 985.35 | 262.53 | 410.56 | 633.33 | 834.71 | 1301.69 | 1787.16 | 2638.95 | 4626.12 | 728.31 | 928.01 | 1098.18 | 1449.36 | 772.5 | 1048.35 | 1372.98 | 1909.26 | 1354.46 | 1695.5 | 2307.95 | 3249.26 | 1333.46 | 1527.76 | 1907.34 | 2277.41 |
BCL2L1 | ENSG00000171552 | 33 | 34.07 | 48.6 | 66.9 | 90.93 | 44.63 | 61.37 | 85.25 | 119.32 | 44.31 | 55.26 | 68.38 | 82.74 | 38.72 | 51.18 | 71.27 | 99.36 | 132.84 | 193.38 | 241.27 | 313.9 | 56.93 | 78.26 | 110.58 | 137.7 | 32.44 | 44.66 | 60.1 | 88.17 | 30.38 | 45.1 | 67.99 | 97.68 | 45.1 | 54.25 | 65.57 | 80.63 | 38.38 | 47.95 | 60.78 | 74.09 | 82.95 | 125.27 | 156.65 | 190.85 | 63.37 | 76.03 | 89.61 | 107.36 | 93.85 | 117.94 | 157.69 | 205.08 | 15.15 | 20.74 | 30.9 | 46.12 | 40.98 | 48.83 | 58.28 | 69.1 | 30.88 | 43.63 | 62.84 | 96.15 | 50.05 | 66.64 | 93.86 | 116.81 | 41.82 | 52.09 | 68.77 | 94.34 | 36.66 | 46.66 | 57.16 | 70.77 | 54.21 | 70.2 | 87.81 | 108.34 | 69.64 | 89.45 | 119.78 | 150.09 | 33.31 | 39.01 | 50.38 | 63.17 | 51.89 | 59.66 | 68.07 | 77.89 | 61.33 | 87.75 | 103.77 | 135.74 | 30.99 | 39.42 | 51.65 | 69.44 | 36.66 | 46.84 | 61.3 | 82.35 | 43.85 | 64.17 | 93.02 | 122.8 | 31.74 | 39.97 | 52.5 | 62.71 | 48.98 | 63.78 | 94.5 | 116.76 | 53.36 | 95.42 | 143.96 | 179.89 | 43.01 | 56.67 | 71.05 | 98.59 | 42.67 | 49.44 | 79.15 | 97.82 | 49.49 | 64.24 | 80.63 | 107.35 |
ATR | ENSG00000175054 | 33 | 9.04 | 11.57 | 15.42 | 20.55 | 6.54 | 8.48 | 10.52 | 13.12 | 6.03 | 7.46 | 8.87 | 11.02 | 8.03 | 10.2 | 13.58 | 17.73 | 5.68 | 7.29 | 8.75 | 12.99 | 5.14 | 6.68 | 8.59 | 10.7 | 7.77 | 10.51 | 11.31 | 12.5 | 8.04 | 10.59 | 13.95 | 19.15 | 4.59 | 5.46 | 6.65 | 8 | 4.58 | 6.08 | 8.75 | 11.33 | 3.77 | 5.35 | 6.46 | 6.98 | 3.63 | 4.72 | 5.99 | 7.76 | 5.36 | 7.16 | 9.86 | 12.25 | 12.26 | 16.16 | 18.7 | 21.65 | 3.39 | 4.29 | 5.5 | 6.78 | 3.11 | 4.08 | 5.5 | 7.34 | 4.68 | 6.01 | 7.93 | 10.21 | 5.75 | 8.01 | 10.76 | 14.78 | 6.04 | 7.23 | 9.05 | 11.96 | 5.08 | 6.85 | 9.58 | 12.46 | 5.1 | 6.3 | 7.54 | 9.25 | 3.13 | 4.44 | 5.98 | 7.54 | 5.26 | 6.28 | 7.62 | 8.89 | 5.65 | 7.48 | 8.99 | 10.4 | 3.91 | 5.31 | 6.72 | 8.14 | 4.16 | 5.89 | 7.29 | 9.35 | 5.12 | 7.03 | 9.34 | 12.21 | 3.74 | 5.16 | 6.62 | 8.3 | 4.58 | 5.4 | 6.48 | 7.98 | 8.56 | 10.12 | 11.7 | 13.66 | 7.15 | 8.98 | 11.75 | 15.17 | 6.28 | 8.52 | 10.7 | 13.32 | 1.11 | 2.06 | 3.33 | 4.15 |
PPARG | ENSG00000132170 | 29 | 1.7 | 2.71 | 4.39 | 6.89 | 17.66 | 63.53 | 111.08 | 151.82 | 2.09 | 3.51 | 6.55 | 11.21 | 0.39 | 0.92 | 2.83 | 7.47 | 2.14 | 3.33 | 5.69 | 8.71 | 23.31 | 35.26 | 49.37 | 64.35 | 0.99 | 1.55 | 2.22 | 2.95 | 1.57 | 6.25 | 17.79 | 31.22 | 1.17 | 1.82 | 3.07 | 4.17 | 0.3 | 0.73 | 2.08 | 4.81 | 13.64 | 18.97 | 27.87 | 40.41 | 9.55 | 12.77 | 15.78 | 20.3 | 13.1 | 16.77 | 20.55 | 25.86 | 0.13 | 0.52 | 2.34 | 10.82 | 0.6 | 0.96 | 1.5 | 2.32 | 5.46 | 8.14 | 14.11 | 23.61 | 3.4 | 8.09 | 13.58 | 21.17 | 3.08 | 6.11 | 10.51 | 15.11 | 1.1 | 1.66 | 3.06 | 5.63 | 0.59 | 1.01 | 1.75 | 3.23 | 9.44 | 16.05 | 28.73 | 48.43 | 1.5 | 2.31 | 3.92 | 5.45 | 1.15 | 1.87 | 3.3 | 6.66 | 22.1 | 35.92 | 50.52 | 66.12 | 2.3 | 6.11 | 13.26 | 26.92 | 0.82 | 1.47 | 2.65 | 4.72 | 9.08 | 14.55 | 25 | 40.37 | 3.34 | 6.39 | 10.92 | 14.16 | 2.16 | 3.23 | 4.76 | 6.82 | 1.19 | 1.71 | 2.55 | 4.08 | 0.9 | 2.52 | 6.61 | 15.21 | 1.74 | 3.31 | 6.11 | 10.33 | 1 | 3.11 | 9.29 | 20.08 |
MMP1 | ENSG00000196611 | 17 | 0.08 | 0.27 | 0.69 | 2.68 | 2.45 | 9.37 | 46.12 | 145.79 | 0.61 | 2.72 | 11.81 | 43.58 | 2.02 | 8.4 | 26.76 | 84.82 | 0.29 | 1 | 2.81 | 8.89 | 7.34 | 22.96 | 69.03 | 174.85 | 1.24 | 3.7 | 15.23 | 238.53 | 13.97 | 39.32 | 117.32 | 211.98 | 0.09 | 0.35 | 1.08 | 2.07 | 42.16 | 143.03 | 391.9 | 907.42 | 0.06 | 0.2 | 0.84 | 1.76 | 0.41 | 1.22 | 3.26 | 9.24 | 0.03 | 0.1 | 0.47 | 1.68 | 0 | 0 | 0 | 0.04 | 0 | 0.01 | 0.05 | 0.2 | 0.07 | 0.24 | 0.78 | 2.16 | 4.17 | 13.5 | 42.73 | 115.82 | 13.52 | 45.83 | 133.84 | 278.44 | 0.18 | 0.66 | 1.96 | 14.18 | 0.25 | 0.68 | 2.55 | 8.47 | 14.5 | 50.25 | 93.87 | 265.37 | 0.06 | 0.21 | 0.73 | 2.06 | 0.06 | 0.18 | 0.45 | 0.99 | 6.63 | 22.91 | 51.94 | 154.18 | 0.23 | 1.04 | 4.85 | 22.13 | 0.44 | 1.65 | 10.16 | 42.92 | 7.32 | 27.82 | 68.42 | 162.51 | 0.17 | 0.58 | 2.17 | 6 | 0.11 | 0.28 | 0.62 | 1.34 | 0.04 | 0.1 | 0.27 | 0.99 | 0.75 | 1.98 | 5.13 | 19.21 | 1.28 | 4.04 | 7.43 | 17.12 | 0.01 | 0.05 | 0.16 | 0.46 |
CDK2 | ENSG00000123374 | 33 | 7.73 | 14.14 | 22.31 | 30.47 | 21.75 | 31.89 | 46.51 | 63.3 | 17 | 22.64 | 29.55 | 40.55 | 37.3 | 51.36 | 64.29 | 78.45 | 16.2 | 21.39 | 26.79 | 31.32 | 22.09 | 28.14 | 32.78 | 41.15 | 16.33 | 24.48 | 39.27 | 61.5 | 13.15 | 16.63 | 23.06 | 28.64 | 16.31 | 22.29 | 29.66 | 35.83 | 18.66 | 25.08 | 36.1 | 48.3 | 6.49 | 8.07 | 9.79 | 12.22 | 10.76 | 13.67 | 16.15 | 19.39 | 9.32 | 12.71 | 16.77 | 22.23 | 21.69 | 27.29 | 32.63 | 38.7 | 4.34 | 6.87 | 10.4 | 19.03 | 5.56 | 8.86 | 14.03 | 22.81 | 13.66 | 18.42 | 25.58 | 36.62 | 24.2 | 31.55 | 40.8 | 52.25 | 15.48 | 19.59 | 26.48 | 32.5 | 18.5 | 25.76 | 35.46 | 47.26 | 11.81 | 14.94 | 18.76 | 22.96 | 3.1 | 4.15 | 5.56 | 6.8 | 11.42 | 14.16 | 17.16 | 20.15 | 19.81 | 26.67 | 31.48 | 37.38 | 15.52 | 24.99 | 38.48 | 60.61 | 55.13 | 139.05 | 328.06 | 517.52 | 12.1 | 16.52 | 23.17 | 32.11 | 21.6 | 29.13 | 42.45 | 51.22 | 8.51 | 10.94 | 13.35 | 15.17 | 13.72 | 22.03 | 33.59 | 43.5 | 13.94 | 22.05 | 33.11 | 42.43 | 18.24 | 27.87 | 38.15 | 51.28 | 138.93 | 225.17 | 320.19 | 432.57 |
TH | ENSG00000180176 | 1 | 0 | 0 | 0.06 | 0.31 | 0.14 | 0.88 | 4.47 | 17.03 | 0.01 | 0.08 | 0.3 | 0.9 | 0.05 | 0.23 | 0.93 | 2.56 | 0 | 0.03 | 0.1 | 0.25 | 0.16 | 0.44 | 0.95 | 1.74 | 0 | 0 | 0 | 0.02 | 0.04 | 0.11 | 0.37 | 1.1 | 0.02 | 0.06 | 0.15 | 0.28 | 0.07 | 0.28 | 0.97 | 3 | 0 | 0 | 0.02 | 0.06 | 0 | 0 | 0.02 | 0.07 | 0.01 | 0.06 | 0.17 | 0.38 | 0 | 0 | 0 | 0 | 0.03 | 0.09 | 0.16 | 0.31 | 0 | 0 | 0.04 | 0.14 | 0 | 0.06 | 0.17 | 0.52 | 0.01 | 0.05 | 0.18 | 0.49 | 0.06 | 0.22 | 0.58 | 1.95 | 0.04 | 0.12 | 0.31 | 0.65 | 0.07 | 0.18 | 0.41 | 1.4 | 898.17 | 1413.76 | 2051.09 | 2811.55 | 0 | 0.02 | 0.08 | 0.16 | 0.35 | 0.72 | 1.41 | 2.29 | 0 | 0.04 | 0.19 | 0.73 | 0 | 0.02 | 0.09 | 0.25 | 0.03 | 0.1 | 0.28 | 0.78 | 0.09 | 0.2 | 0.4 | 1.41 | 0.06 | 0.15 | 0.28 | 0.61 | 0.02 | 0.07 | 0.16 | 0.29 | 0.03 | 0.13 | 0.37 | 1.01 | 0.18 | 0.42 | 1.04 | 3.09 | 0.05 | 0.09 | 0.24 | 0.58 |
BUB1 | ENSG00000169679 | 27 | 0.85 | 2.27 | 4.04 | 9.57 | 5.89 | 9.65 | 14.54 | 19.15 | 3.33 | 6.08 | 10.72 | 16.49 | 8.04 | 11.24 | 14.61 | 18.44 | 2.16 | 3.04 | 5.07 | 6.46 | 8.9 | 11.99 | 15.59 | 19.49 | 11.61 | 16.27 | 22.44 | 31.12 | 7.75 | 12.57 | 17.12 | 22.99 | 4.08 | 6.33 | 9.04 | 12.45 | 5.64 | 8.95 | 12.66 | 16.12 | 0.44 | 0.83 | 1.46 | 2.5 | 0.8 | 1.26 | 2.05 | 3.35 | 0.4 | 0.67 | 1.24 | 2.76 | 9.59 | 14.4 | 19.91 | 26.26 | 0.49 | 0.99 | 1.99 | 4.85 | 0.66 | 1.63 | 3.26 | 5.65 | 2.68 | 5.41 | 9.51 | 15.26 | 7.68 | 11.26 | 14.95 | 18.57 | 1.89 | 3.45 | 6.02 | 8.33 | 6.17 | 9.53 | 14.18 | 19.99 | 1.93 | 2.86 | 4.32 | 5.87 | 0.31 | 0.56 | 1.12 | 1.85 | 0.47 | 0.8 | 1.47 | 2.62 | 7.84 | 11 | 15.75 | 18.84 | 3.35 | 7.36 | 13.11 | 19.98 | 4.99 | 8.32 | 12.47 | 16.93 | 6.7 | 10.69 | 15.92 | 21.31 | 13.51 | 19.94 | 26.8 | 31.67 | 0.45 | 0.83 | 1.4 | 2.08 | 3.75 | 11.01 | 20.21 | 25.73 | 6.83 | 10.9 | 17.55 | 22.34 | 9.99 | 12.76 | 16.34 | 20.27 | 0.75 | 1.57 | 2.37 | 3.42 |
GAL | ENSG00000069482 | 14 | 0 | 0 | 0.08 | 0.46 | 0.07 | 0.38 | 2.71 | 10.97 | 0.32 | 0.8 | 2.41 | 8.72 | 0.07 | 0.34 | 1.93 | 8.76 | 0.04 | 0.27 | 1.06 | 1.68 | 1.98 | 6.13 | 17.3 | 34.16 | 0.03 | 0.09 | 0.24 | 0.51 | 0.37 | 2.21 | 10.94 | 24.22 | 0.53 | 1.47 | 3.57 | 11.04 | 0.23 | 0.82 | 3.64 | 12.61 | 0 | 0.02 | 0.1 | 0.26 | 0 | 0.02 | 0.08 | 0.2 | 0.04 | 0.13 | 0.49 | 1.64 | 0.04 | 0.09 | 0.24 | 0.82 | 0.09 | 0.28 | 0.7 | 1.39 | 0 | 0.03 | 0.09 | 0.61 | 0.14 | 0.44 | 1.95 | 9 | 0.77 | 2.32 | 6.92 | 18.11 | 0.3 | 0.78 | 2.02 | 5.2 | 0.5 | 1.3 | 3.49 | 10.3 | 0.58 | 1.32 | 3.11 | 5.09 | 0.37 | 1.97 | 21.58 | 96.11 | 1.59 | 3.17 | 5.77 | 10.67 | 3.9 | 8.55 | 17.55 | 30.47 | 0.05 | 0.29 | 1.54 | 4.64 | 0.12 | 0.43 | 1.79 | 7.81 | 0.32 | 2.81 | 13.63 | 33.35 | 0.43 | 2.94 | 58.17 | 131.72 | 0.02 | 0.05 | 0.11 | 0.25 | 0.03 | 0.07 | 0.28 | 1.01 | 0.37 | 1.13 | 2.96 | 10.11 | 1.92 | 5.81 | 11.53 | 16.48 | 2.93 | 6.68 | 11.67 | 16.71 |
ERBB3 | ENSG00000065361 | 27 | 0.19 | 0.35 | 0.53 | 1.06 | 22.58 | 45.29 | 77.25 | 112.21 | 56.89 | 86.29 | 121.61 | 159.92 | 27.19 | 37.53 | 56.11 | 85.15 | 71.58 | 110.71 | 153.67 | 191.68 | 65.65 | 81.61 | 101.97 | 129.62 | 0.06 | 0.1 | 0.23 | 0.51 | 20.31 | 42.47 | 82.06 | 114.29 | 1.8 | 4.22 | 9.5 | 18.58 | 11.57 | 16.52 | 23.25 | 33.94 | 4.8 | 10.06 | 15.16 | 19.42 | 27.72 | 46 | 67.1 | 88.1 | 29.72 | 49.95 | 88.55 | 115.28 | 0.04 | 0.13 | 0.25 | 0.49 | 4.88 | 8.95 | 16.91 | 27.73 | 34.69 | 50.23 | 68.43 | 94.25 | 36.55 | 57.22 | 84.31 | 114.51 | 12.12 | 18.85 | 27.69 | 40.59 | 0.77 | 2.54 | 6.26 | 12.41 | 19.23 | 31.59 | 45.88 | 67.78 | 30.37 | 47.61 | 78.15 | 99.27 | 0.17 | 0.9 | 3.15 | 7.87 | 57.84 | 70.49 | 87.75 | 103.95 | 64.5 | 82 | 105.31 | 128.53 | 0.11 | 0.24 | 0.64 | 2.33 | 68.69 | 112.85 | 174.69 | 226.72 | 46.87 | 67.27 | 94.21 | 125.49 | 11.7 | 18.13 | 27.55 | 41.04 | 8.33 | 22.38 | 29.68 | 36.68 | 0.13 | 0.52 | 1.82 | 8.42 | 28.28 | 37.82 | 45.91 | 73.37 | 9.12 | 28.24 | 40.02 | 59.16 | 23.32 | 44.25 | 63.56 | 108.01 |
MDM2 | ENSG00000135679 | 33 | 39.75 | 55.45 | 82.7 | 114.29 | 32.19 | 47.8 | 79.57 | 177.75 | 28.31 | 36.8 | 51.33 | 76.2 | 39.37 | 52.72 | 68.94 | 106.44 | 28.19 | 40.08 | 46.07 | 70.69 | 14.99 | 19.8 | 30.79 | 42.05 | 38.4 | 60.62 | 85.84 | 117.84 | 24.03 | 29.61 | 40.8 | 57.89 | 25.62 | 35.86 | 47.05 | 77.36 | 18.67 | 25.5 | 37.06 | 57.87 | 12.52 | 17.08 | 22.26 | 26.9 | 31.65 | 41.95 | 56.12 | 77.11 | 31.34 | 46.06 | 66.21 | 91.8 | 37.25 | 46.31 | 58.87 | 79.91 | 18.44 | 22.79 | 29.55 | 39.94 | 24.2 | 32.67 | 49.2 | 72.65 | 22.73 | 30.16 | 43.59 | 69.78 | 23.55 | 29.87 | 38.75 | 53.19 | 34.3 | 42.7 | 53.82 | 67.92 | 12.25 | 16.46 | 22.11 | 30.65 | 18.59 | 23.86 | 30.16 | 42.22 | 15.06 | 20.43 | 30.3 | 39.34 | 25.81 | 32.13 | 40.67 | 51.47 | 14.57 | 17.17 | 21.8 | 31.72 | 17.61 | 25.18 | 54.09 | 677.32 | 21.66 | 37.83 | 56.6 | 87.07 | 22.82 | 32.3 | 48.23 | 78.22 | 44.72 | 65.72 | 96.08 | 136.78 | 32.02 | 42.36 | 55.13 | 78.2 | 41.84 | 54.64 | 72.15 | 93.79 | 32.08 | 50.53 | 73.92 | 118.63 | 25.09 | 34.94 | 48.05 | 70.31 | 19.08 | 32.52 | 52.37 | 74.21 |
TNFSF10 | ENSG00000121858 | 32 | 6.84 | 11.01 | 18.7 | 37.13 | 19.24 | 45.48 | 102.65 | 229.69 | 41.26 | 75.58 | 137.56 | 226.74 | 72.14 | 152.77 | 309.21 | 548.32 | 36.63 | 65.1 | 88.26 | 127.22 | 23.74 | 32.75 | 43.74 | 57.73 | 16.65 | 26.48 | 40.36 | 68.07 | 28.65 | 49.42 | 87.08 | 169.28 | 4.13 | 7.23 | 11.84 | 17.06 | 61.15 | 113.29 | 198.72 | 292.69 | 6.34 | 10.3 | 15.77 | 24.82 | 78.12 | 120.87 | 178.12 | 261.7 | 83.19 | 178.37 | 297.86 | 442.18 | 8.88 | 16.78 | 32.07 | 58.14 | 1.84 | 3.07 | 5.45 | 8.94 | 20.11 | 36.09 | 61.55 | 100.37 | 30.39 | 54.1 | 90.15 | 138.36 | 61.85 | 103.51 | 197.83 | 319.54 | 8.23 | 16.39 | 28.9 | 58.96 | 24.61 | 50.17 | 96.16 | 182.53 | 29.66 | 40.56 | 56.4 | 73.7 | 3.01 | 5.21 | 8.17 | 12.21 | 70.09 | 100.04 | 136.74 | 186.61 | 24.12 | 32.48 | 44.37 | 59.32 | 7.96 | 19.12 | 37.68 | 66.11 | 2.73 | 6.19 | 15.14 | 31.57 | 22.53 | 34.6 | 56.63 | 87.07 | 7.1 | 13.08 | 24.18 | 41.08 | 6.86 | 9.54 | 14.06 | 20.61 | 5.53 | 7.95 | 12.41 | 22.71 | 21.89 | 42.97 | 93.28 | 170.04 | 3.59 | 10.07 | 26.63 | 43.06 | 0.25 | 0.57 | 1.36 | 2.58 |
AKT1 | ENSG00000142208 | 33 | 36.34 | 60.15 | 78.79 | 111.38 | 53.38 | 66.09 | 79.87 | 96.9 | 60.42 | 78.95 | 101.8 | 132.84 | 48.94 | 63.2 | 78.68 | 93.49 | 34.26 | 41.24 | 58.43 | 67.31 | 51.82 | 64.49 | 75.03 | 85.68 | 28.39 | 41.46 | 63.38 | 68.26 | 47.25 | 61.78 | 75.98 | 89.8 | 49.94 | 70.77 | 87.17 | 104.64 | 52.09 | 65.6 | 81.83 | 98.71 | 68.33 | 84.16 | 102.98 | 120.73 | 37.55 | 47.79 | 56.52 | 64.55 | 39.18 | 49.05 | 57.1 | 65.55 | 49.18 | 64.49 | 80.21 | 93.53 | 46.94 | 56.03 | 65.68 | 74.98 | 25.77 | 33.13 | 44.89 | 55.53 | 54.04 | 68.47 | 83.36 | 103.06 | 57.63 | 71.75 | 91.96 | 114.17 | 39.07 | 47.01 | 58.46 | 67.62 | 50.81 | 71.61 | 95.8 | 119.49 | 55.31 | 63.68 | 71.95 | 81.6 | 52.58 | 67.89 | 82.33 | 95.1 | 83.22 | 97.24 | 111.82 | 128.71 | 46.22 | 56.42 | 67.8 | 78.11 | 56.16 | 74.49 | 95.79 | 119.62 | 67.49 | 86.96 | 116.31 | 149.08 | 47.05 | 60.57 | 74.74 | 86.78 | 36.47 | 43.65 | 56.34 | 79.52 | 57.27 | 66.07 | 73.69 | 86.8 | 45.41 | 54.23 | 61.2 | 71.86 | 58.8 | 73.66 | 91.57 | 113.31 | 57.6 | 69.99 | 85.71 | 111.88 | 81.24 | 93.03 | 109.43 | 142.1 |
PTEN | ENSG00000171862 | 33 | 13.42 | 16.66 | 24.25 | 31 | 15.19 | 20.41 | 26.59 | 33.85 | 18.42 | 26.18 | 35.09 | 44.46 | 15.14 | 19.96 | 24.75 | 31.02 | 14.83 | 17.49 | 21 | 27.37 | 18.06 | 21.64 | 26.62 | 31.27 | 20.13 | 27.6 | 34.69 | 45.79 | 23.84 | 31.02 | 38.91 | 46.25 | 8.93 | 12.46 | 15.5 | 20.88 | 18.31 | 24.06 | 30.15 | 37.13 | 8.25 | 10.9 | 14.08 | 17.23 | 19.2 | 24.4 | 30.22 | 36.24 | 10.38 | 13.49 | 17.43 | 21.55 | 64.67 | 82.27 | 105.88 | 124.5 | 10.19 | 12.22 | 14.57 | 16.87 | 12.24 | 15.74 | 20.55 | 26.05 | 16.03 | 20.06 | 25.4 | 33.92 | 14.37 | 19.64 | 27.2 | 35.26 | 16.29 | 19.85 | 24.03 | 28.99 | 15.24 | 21.79 | 29.42 | 37.99 | 19.73 | 25.52 | 31.07 | 38.01 | 15.9 | 19.38 | 23.52 | 27.71 | 13.61 | 18.01 | 22.64 | 28.22 | 17.74 | 21.24 | 26.24 | 29.61 | 13.63 | 17.56 | 22.42 | 29.69 | 13.14 | 18.75 | 26.87 | 37.24 | 22.84 | 30.93 | 39.97 | 50.66 | 14.97 | 17.68 | 21.6 | 25.98 | 14.26 | 16.58 | 19.8 | 22.52 | 21.64 | 29.24 | 36.48 | 41.83 | 12.8 | 19.3 | 24.96 | 35.08 | 16.24 | 19.83 | 23.56 | 33.36 | 24.45 | 31.48 | 44.52 | 54.76 |
COL1A2 | ENSG00000164692 | 32 | 14.51 | 30.31 | 60.19 | 133.81 | 72.02 | 237.73 | 656.44 | 1309.5 | 438.98 | 888.73 | 1561.7 | 2463.84 | 47.18 | 100.89 | 222.72 | 468.84 | 120 | 171.34 | 294.43 | 393.07 | 121.08 | 275.28 | 512.41 | 938.67 | 53.79 | 118.77 | 225.72 | 383.36 | 118.21 | 241.38 | 600.78 | 1228.74 | 28.28 | 51.15 | 109.86 | 293.04 | 127.75 | 299.45 | 720.74 | 1559.21 | 10.17 | 17.76 | 32.58 | 96.05 | 62.03 | 120.43 | 251.84 | 471 | 11.87 | 28.27 | 63.47 | 134.99 | 0.11 | 0.68 | 1.97 | 4.26 | 3.55 | 5.75 | 13.29 | 29.95 | 10.77 | 27.97 | 65.66 | 147.77 | 155.65 | 285.65 | 513.35 | 877.87 | 153.4 | 315.34 | 635.65 | 1165.12 | 440.81 | 833.25 | 1540.87 | 3415.25 | 154.35 | 318.64 | 765.48 | 1345.16 | 551.43 | 941.42 | 1468.91 | 2250.03 | 32.22 | 52.23 | 88.67 | 191.84 | 58.57 | 95.23 | 151.08 | 250.5 | 139.99 | 278.98 | 471 | 938.65 | 697.9 | 1456.54 | 3052.02 | 5739.08 | 79.35 | 158.57 | 376.13 | 764.39 | 161.18 | 311.61 | 629.23 | 1065.76 | 111.99 | 233.82 | 689.21 | 2145.67 | 33.81 | 68.71 | 149.76 | 324.2 | 9.21 | 27.67 | 93.11 | 268.87 | 67.13 | 140.81 | 253.7 | 451.44 | 353.9 | 508.96 | 1088.33 | 2190.83 | 19.47 | 39.2 | 88.72 | 218.45 |
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