Copy Number
The putative cancer-associated PDGs driven by SCNAs in each cancer type were identified by four criteria: 1) located in a peak region of a significantly recurrent focal SNCA locus estimated by the genomic identification of significant targets in cancer (GISTIC2) algorithm, (q≤0.25); 2) altered with high frequency and large amplitude (G-score ≥0.1); 3) mRNA reliably detected in at least 10% of tumor specimens in the given cancer type (90th percentile of FPKM value ≥1); and 4) mRNA significantly and positively correlated with copy numbers (Pearson P-value less than 0.001).
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KIRC | KIRP | KICH | PRAD | BLCA | THYM | MESO | LUAD | LUSC | HNSC | ESCA | STAD | COAD | READ | PAAD | LIHC | CHOL | ACC | PCPG | THCA | BRCA | OV | CESC | UCEC | UCS | SARC | TGCT | LAML | DLBC | LGG | GBM | UVM | SKCM | |||||||||||||||||||||||||||||||||||
HGNC Symbol | Ensembl Gene ID | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del | Amp | Del |
PPM1B | ENSG00000138032 | 0.00 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.06 | 0.06 | 0.00 | 0.00 | 0.00 | 0.01 | 0.05 | 0.07 | 0.01 | 0.15 | 0.02 | 0.03 | 0.01 | 0.03 | 0.03 | 0.03 | 0.02 | 0.00 | 0.02 | 0.01 | 0.02 | 0.01 | 0.02 | 0.05 | 0.02 | 0.00 | 0.05 | 0.02 | 0.03 | 0.00 | 0.01 | 0.00 | 0.00 | 0.05 | 0.02 | 0.27 | 0.05 | 0.07 | 0.00 | 0.08 | 0.02 | 0.20 | 0.02 | 0.05 | 0.05 | 0.12 | 0.01 | 0.00 | 0.00 | 0.10 | 0.02 | 0.01 | 0.00 | 0.00 | 0.01 | 0.03 | 0.00 | 0.00 | 0.01 |
IDE | ENSG00000119912 | 0.00 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.15 | 0.03 | 0.10 | 0.00 | 0.02 | 0.01 | 0.13 | 0.01 | 0.03 | 0.04 | 0.07 | 0.01 | 0.06 | 0.02 | 0.08 | 0.00 | 0.10 | 0.00 | 0.10 | 0.00 | 0.07 | 0.01 | 0.02 | 0.01 | 0.07 | 0.16 | 0.07 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.01 | 0.01 | 0.08 | 0.06 | 0.33 | 0.01 | 0.07 | 0.03 | 0.10 | 0.03 | 0.13 | 0.01 | 0.06 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.07 | 0.00 | 0.03 | 0.00 | 0.04 | 0.00 | 0.00 | 0.01 | 0.03 |
GUCY2F | ENSG00000101890 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.03 | 0.04 | 0.00 | 0.00 | 0.01 | 0.03 | 0.01 | 0.14 | 0.01 | 0.05 | 0.01 | 0.09 | 0.02 | 0.07 | 0.01 | 0.02 | 0.01 | 0.02 | 0.01 | 0.01 | 0.01 | 0.02 | 0.01 | 0.00 | 0.01 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.03 | 0.07 | 0.08 | 0.04 | 0.00 | 0.02 | 0.02 | 0.01 | 0.02 | 0.08 | 0.10 | 0.00 | 0.01 | 0.00 | 0.00 | 0.04 | 0.02 | 0.02 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 |
UMPS | ENSG00000114491 | 0.00 | 0.01 | 0.00 | 0.00 | 0.05 | 0.00 | 0.03 | 0.04 | 0.04 | 0.02 | 0.00 | 0.01 | 0.00 | 0.01 | 0.04 | 0.02 | 0.10 | 0.01 | 0.05 | 0.00 | 0.10 | 0.05 | 0.05 | 0.01 | 0.00 | 0.00 | 0.03 | 0.01 | 0.00 | 0.00 | 0.03 | 0.01 | 0.00 | 0.05 | 0.03 | 0.01 | 0.00 | 0.05 | 0.00 | 0.00 | 0.03 | 0.04 | 0.25 | 0.04 | 0.08 | 0.01 | 0.06 | 0.01 | 0.11 | 0.07 | 0.10 | 0.06 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.03 | 0.01 | 0.02 | 0.01 | 0.06 | 0.00 | 0.00 | 0.00 | 0.04 |
PI4K2A | ENSG00000155252 | 0.00 | 0.01 | 0.00 | 0.02 | 0.00 | 0.00 | 0.02 | 0.11 | 0.02 | 0.09 | 0.00 | 0.02 | 0.00 | 0.16 | 0.01 | 0.03 | 0.02 | 0.07 | 0.00 | 0.05 | 0.02 | 0.09 | 0.01 | 0.09 | 0.00 | 0.10 | 0.00 | 0.06 | 0.01 | 0.03 | 0.03 | 0.06 | 0.16 | 0.19 | 0.00 | 0.00 | 0.01 | 0.01 | 0.00 | 0.01 | 0.03 | 0.08 | 0.08 | 0.33 | 0.01 | 0.07 | 0.03 | 0.10 | 0.04 | 0.09 | 0.03 | 0.06 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.07 | 0.00 | 0.04 | 0.01 | 0.05 | 0.00 | 0.00 | 0.02 | 0.03 |
APP | ENSG00000142192 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.03 | 0.03 | 0.05 | 0.03 | 0.03 | 0.00 | 0.03 | 0.03 | 0.06 | 0.05 | 0.09 | 0.05 | 0.01 | 0.04 | 0.04 | 0.15 | 0.02 | 0.08 | 0.01 | 0.02 | 0.01 | 0.09 | 0.00 | 0.01 | 0.00 | 0.02 | 0.00 | 0.01 | 0.13 | 0.03 | 0.01 | 0.00 | 0.00 | 0.00 | 0.05 | 0.06 | 0.11 | 0.08 | 0.04 | 0.04 | 0.01 | 0.02 | 0.10 | 0.06 | 0.13 | 0.05 | 0.01 | 0.00 | 0.06 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.03 | 0.05 | 0.00 | 0.01 | 0.02 |
DHRS4 | ENSG00000157326 | 0.00 | 0.00 | 0.03 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.09 | 0.06 | 0.01 | 0.00 | 0.00 | 0.02 | 0.14 | 0.03 | 0.09 | 0.07 | 0.05 | 0.07 | 0.10 | 0.05 | 0.05 | 0.04 | 0.02 | 0.02 | 0.01 | 0.07 | 0.00 | 0.03 | 0.09 | 0.00 | 0.00 | 0.05 | 0.29 | 0.03 | 0.00 | 0.02 | 0.00 | 0.00 | 0.09 | 0.04 | 0.18 | 0.12 | 0.03 | 0.02 | 0.05 | 0.03 | 0.15 | 0.07 | 0.18 | 0.04 | 0.01 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.03 | 0.03 | 0.02 | 0.09 | 0.00 | 0.00 | 0.03 | 0.03 |
CLEC4M | ENSG00000104938 | 0.00 | 0.01 | 0.00 | 0.01 | 0.00 | 0.02 | 0.00 | 0.02 | 0.07 | 0.08 | 0.00 | 0.01 | 0.01 | 0.07 | 0.01 | 0.05 | 0.05 | 0.08 | 0.02 | 0.08 | 0.01 | 0.10 | 0.02 | 0.07 | 0.01 | 0.02 | 0.00 | 0.04 | 0.00 | 0.04 | 0.00 | 0.11 | 0.00 | 0.01 | 0.07 | 0.03 | 0.01 | 0.00 | 0.00 | 0.01 | 0.07 | 0.08 | 0.26 | 0.43 | 0.04 | 0.14 | 0.05 | 0.19 | 0.10 | 0.56 | 0.27 | 0.01 | 0.02 | 0.00 | 0.04 | 0.00 | 0.00 | 0.09 | 0.00 | 0.01 | 0.02 | 0.00 | 0.00 | 0.05 | 0.05 | 0.03 |
SCYL2 | ENSG00000136021 | 0.01 | 0.01 | 0.02 | 0.01 | 0.06 | 0.02 | 0.05 | 0.03 | 0.06 | 0.03 | 0.00 | 0.00 | 0.01 | 0.03 | 0.02 | 0.05 | 0.01 | 0.04 | 0.02 | 0.02 | 0.04 | 0.05 | 0.04 | 0.04 | 0.01 | 0.02 | 0.01 | 0.03 | 0.00 | 0.06 | 0.04 | 0.04 | 0.00 | 0.22 | 0.00 | 0.02 | 0.00 | 0.03 | 0.00 | 0.00 | 0.04 | 0.07 | 0.07 | 0.23 | 0.01 | 0.02 | 0.02 | 0.05 | 0.02 | 0.16 | 0.32 | 0.05 | 0.00 | 0.00 | 0.00 | 0.00 | 0.08 | 0.02 | 0.01 | 0.02 | 0.01 | 0.02 | 0.00 | 0.00 | 0.01 | 0.08 |
PRMT3 | ENSG00000185238 | 0.01 | 0.00 | 0.00 | 0.00 | 0.02 | 0.04 | 0.00 | 0.01 | 0.03 | 0.07 | 0.00 | 0.00 | 0.00 | 0.03 | 0.02 | 0.03 | 0.08 | 0.06 | 0.01 | 0.04 | 0.08 | 0.04 | 0.02 | 0.02 | 0.02 | 0.00 | 0.02 | 0.01 | 0.00 | 0.02 | 0.03 | 0.02 | 0.00 | 0.01 | 0.02 | 0.02 | 0.04 | 0.04 | 0.00 | 0.00 | 0.08 | 0.04 | 0.06 | 0.20 | 0.02 | 0.05 | 0.03 | 0.03 | 0.03 | 0.04 | 0.08 | 0.08 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.01 | 0.01 | 0.00 | 0.00 | 0.02 | 0.01 |
CD82 | ENSG00000085117 | 0.01 | 0.00 | 0.00 | 0.00 | 0.06 | 0.00 | 0.00 | 0.08 | 0.03 | 0.06 | 0.00 | 0.01 | 0.00 | 0.01 | 0.04 | 0.01 | 0.08 | 0.03 | 0.12 | 0.02 | 0.19 | 0.03 | 0.05 | 0.01 | 0.01 | 0.00 | 0.01 | 0.00 | 0.01 | 0.02 | 0.01 | 0.00 | 0.00 | 0.07 | 0.07 | 0.02 | 0.00 | 0.03 | 0.00 | 0.00 | 0.08 | 0.02 | 0.13 | 0.06 | 0.07 | 0.02 | 0.04 | 0.02 | 0.08 | 0.04 | 0.13 | 0.08 | 0.00 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.00 | 0.05 | 0.00 | 0.02 | 0.02 | 0.04 |
MAP3K10 | ENSG00000130758 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.02 | 0.01 | 0.03 | 0.23 | 0.02 | 0.00 | 0.00 | 0.08 | 0.02 | 0.17 | 0.03 | 0.47 | 0.05 | 0.07 | 0.02 | 0.05 | 0.05 | 0.07 | 0.02 | 0.06 | 0.01 | 0.01 | 0.01 | 0.25 | 0.00 | 0.08 | 0.02 | 0.12 | 0.01 | 0.15 | 0.04 | 0.00 | 0.02 | 0.00 | 0.00 | 0.13 | 0.03 | 0.54 | 0.18 | 0.20 | 0.04 | 0.19 | 0.03 | 0.93 | 0.11 | 0.25 | 0.11 | 0.00 | 0.03 | 0.01 | 0.00 | 0.05 | 0.00 | 0.02 | 0.06 | 0.03 | 0.05 | 0.00 | 0.00 | 0.03 | 0.01 |
DPP8 | ENSG00000074603 | 0.01 | 0.00 | 0.00 | 0.00 | 0.14 | 0.00 | 0.00 | 0.02 | 0.02 | 0.04 | 0.00 | 0.00 | 0.08 | 0.00 | 0.03 | 0.02 | 0.04 | 0.03 | 0.02 | 0.02 | 0.04 | 0.02 | 0.03 | 0.02 | 0.01 | 0.01 | 0.01 | 0.02 | 0.03 | 0.02 | 0.03 | 0.01 | 0.00 | 0.01 | 0.04 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.05 | 0.05 | 0.13 | 0.11 | 0.06 | 0.01 | 0.02 | 0.04 | 0.03 | 0.17 | 0.06 | 0.01 | 0.01 | 0.02 | 0.00 | 0.00 | 0.06 | 0.02 | 0.02 | 0.01 | 0.02 | 0.02 | 0.00 | 0.00 | 0.06 | 0.02 |
P2RX4 | ENSG00000135124 | 0.01 | 0.01 | 0.02 | 0.00 | 0.06 | 0.02 | 0.03 | 0.05 | 0.11 | 0.04 | 0.00 | 0.00 | 0.01 | 0.02 | 0.03 | 0.05 | 0.03 | 0.06 | 0.02 | 0.03 | 0.08 | 0.05 | 0.07 | 0.04 | 0.01 | 0.01 | 0.04 | 0.01 | 0.00 | 0.06 | 0.03 | 0.07 | 0.00 | 0.17 | 0.06 | 0.01 | 0.00 | 0.03 | 0.00 | 0.00 | 0.04 | 0.08 | 0.14 | 0.22 | 0.01 | 0.02 | 0.02 | 0.07 | 0.09 | 0.22 | 0.12 | 0.06 | 0.01 | 0.00 | 0.00 | 0.00 | 0.10 | 0.03 | 0.03 | 0.01 | 0.01 | 0.01 | 0.07 | 0.00 | 0.04 | 0.06 |
ATP9A | ENSG00000054793 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.00 | 0.13 | 0.02 | 0.00 | 0.00 | 0.03 | 0.00 | 0.14 | 0.03 | 0.09 | 0.01 | 0.01 | 0.01 | 0.11 | 0.01 | 0.25 | 0.00 | 0.12 | 0.00 | 0.09 | 0.00 | 0.02 | 0.01 | 0.09 | 0.00 | 0.00 | 0.01 | 0.05 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.35 | 0.01 | 0.30 | 0.02 | 0.03 | 0.02 | 0.09 | 0.01 | 0.23 | 0.00 | 0.16 | 0.03 | 0.02 | 0.00 | 0.00 | 0.02 | 0.00 | 0.00 | 0.01 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.13 | 0.00 |
ABCA9 | ENSG00000154258 | 0.02 | 0.00 | 0.04 | 0.01 | 0.00 | 0.00 | 0.03 | 0.03 | 0.22 | 0.01 | 0.05 | 0.00 | 0.12 | 0.00 | 0.16 | 0.00 | 0.20 | 0.01 | 0.07 | 0.02 | 0.24 | 0.04 | 0.13 | 0.03 | 0.05 | 0.01 | 0.07 | 0.03 | 0.05 | 0.10 | 0.24 | 0.01 | 0.12 | 0.01 | 0.15 | 0.12 | 0.02 | 0.01 | 0.00 | 0.00 | 0.43 | 0.02 | 0.26 | 0.03 | 0.18 | 0.02 | 0.10 | 0.01 | 0.34 | 0.02 | 0.24 | 0.04 | 0.03 | 0.00 | 0.00 | 0.00 | 0.05 | 0.00 | 0.07 | 0.00 | 0.02 | 0.01 | 0.17 | 0.01 | 0.22 | 0.01 |
POLB | ENSG00000070501 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.10 | 0.21 | 0.05 | 0.00 | 0.00 | 0.04 | 0.00 | 0.20 | 0.04 | 0.40 | 0.03 | 0.11 | 0.03 | 0.45 | 0.07 | 0.08 | 0.04 | 0.18 | 0.02 | 0.19 | 0.04 | 0.02 | 0.00 | 0.03 | 0.04 | 0.00 | 0.02 | 0.09 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.42 | 0.05 | 0.37 | 0.04 | 0.08 | 0.03 | 0.18 | 0.01 | 0.80 | 0.07 | 0.14 | 0.07 | 0.02 | 0.00 | 0.01 | 0.00 | 0.03 | 0.00 | 0.02 | 0.00 | 0.00 | 0.01 | 0.00 | 0.01 | 0.05 | 0.02 |
DHRS4L2 | ENSG00000187630 | 0.00 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.08 | 0.06 | 0.01 | 0.00 | 0.00 | 0.02 | 0.14 | 0.03 | 0.09 | 0.07 | 0.05 | 0.07 | 0.10 | 0.05 | 0.05 | 0.04 | 0.02 | 0.02 | 0.01 | 0.07 | 0.00 | 0.03 | 0.08 | 0.00 | 0.00 | 0.05 | 0.29 | 0.03 | 0.00 | 0.02 | 0.00 | 0.00 | 0.08 | 0.04 | 0.16 | 0.12 | 0.03 | 0.02 | 0.04 | 0.03 | 0.15 | 0.07 | 0.16 | 0.04 | 0.01 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.03 | 0.03 | 0.02 | 0.09 | 0.00 | 0.00 | 0.02 | 0.03 |
MTMR4 | ENSG00000108389 | 0.01 | 0.00 | 0.05 | 0.00 | 0.00 | 0.00 | 0.02 | 0.05 | 0.18 | 0.02 | 0.02 | 0.00 | 0.11 | 0.00 | 0.10 | 0.00 | 0.14 | 0.02 | 0.05 | 0.02 | 0.15 | 0.05 | 0.06 | 0.04 | 0.04 | 0.01 | 0.07 | 0.05 | 0.03 | 0.15 | 0.18 | 0.01 | 0.12 | 0.01 | 0.14 | 0.03 | 0.02 | 0.00 | 0.00 | 0.00 | 0.51 | 0.01 | 0.18 | 0.03 | 0.10 | 0.03 | 0.08 | 0.04 | 0.23 | 0.02 | 0.18 | 0.03 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.06 | 0.00 | 0.03 | 0.00 | 0.14 | 0.00 | 0.20 | 0.02 |
BRD7 | ENSG00000166164 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.08 | 0.04 | 0.03 | 0.00 | 0.00 | 0.00 | 0.06 | 0.06 | 0.04 | 0.06 | 0.02 | 0.03 | 0.04 | 0.08 | 0.01 | 0.02 | 0.04 | 0.04 | 0.01 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.02 | 0.00 | 0.13 | 0.06 | 0.04 | 0.00 | 0.03 | 0.00 | 0.00 | 0.05 | 0.06 | 0.07 | 0.14 | 0.02 | 0.06 | 0.02 | 0.05 | 0.05 | 0.14 | 0.02 | 0.13 | 0.08 | 0.01 | 0.02 | 0.00 | 0.00 | 0.04 | 0.00 | 0.00 | 0.00 | 0.04 | 0.00 | 0.03 | 0.01 | 0.06 |
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