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 |
ENPP5 | ENSG00000112796 | 0.00 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.01 | 0.01 | 0.09 | 0.04 | 0.00 | 0.00 | 0.01 | 0.02 | 0.11 | 0.01 | 0.16 | 0.04 | 0.05 | 0.02 | 0.30 | 0.02 | 0.20 | 0.01 | 0.07 | 0.01 | 0.11 | 0.01 | 0.02 | 0.00 | 0.08 | 0.00 | 0.05 | 0.03 | 0.07 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.11 | 0.02 | 0.23 | 0.07 | 0.06 | 0.02 | 0.04 | 0.01 | 0.03 | 0.03 | 0.15 | 0.03 | 0.02 | 0.01 | 0.00 | 0.00 | 0.09 | 0.02 | 0.01 | 0.00 | 0.00 | 0.02 | 0.02 | 0.00 | 0.06 | 0.01 |
LY86 | ENSG00000112799 | 0.00 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.07 | 0.28 | 0.06 | 0.00 | 0.05 | 0.02 | 0.01 | 0.10 | 0.01 | 0.09 | 0.08 | 0.07 | 0.06 | 0.09 | 0.22 | 0.05 | 0.10 | 0.03 | 0.03 | 0.02 | 0.04 | 0.00 | 0.08 | 0.15 | 0.02 | 0.06 | 0.06 | 0.03 | 0.03 | 0.01 | 0.01 | 0.00 | 0.00 | 0.12 | 0.07 | 0.51 | 0.09 | 0.10 | 0.06 | 0.10 | 0.02 | 0.31 | 0.05 | 0.07 | 0.14 | 0.04 | 0.03 | 0.00 | 0.00 | 0.10 | 0.01 | 0.02 | 0.03 | 0.02 | 0.03 | 0.19 | 0.00 | 0.26 | 0.00 |
PRSS16 | ENSG00000112812 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.02 | 0.21 | 0.02 | 0.00 | 0.01 | 0.02 | 0.05 | 0.07 | 0.01 | 0.06 | 0.06 | 0.02 | 0.03 | 0.09 | 0.10 | 0.06 | 0.05 | 0.04 | 0.03 | 0.04 | 0.03 | 0.02 | 0.03 | 0.09 | 0.01 | 0.06 | 0.03 | 0.04 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.11 | 0.02 | 0.35 | 0.05 | 0.08 | 0.03 | 0.04 | 0.01 | 0.20 | 0.02 | 0.05 | 0.06 | 0.01 | 0.01 | 0.00 | 0.00 | 0.05 | 0.01 | 0.01 | 0.01 | 0.00 | 0.01 | 0.11 | 0.00 | 0.13 | 0.01 |
BRD8 | ENSG00000112983 | 0.28 | 0.00 | 0.03 | 0.02 | 0.00 | 0.00 | 0.03 | 0.03 | 0.03 | 0.03 | 0.00 | 0.00 | 0.03 | 0.03 | 0.01 | 0.04 | 0.02 | 0.03 | 0.01 | 0.03 | 0.03 | 0.03 | 0.01 | 0.05 | 0.01 | 0.02 | 0.02 | 0.02 | 0.01 | 0.01 | 0.09 | 0.02 | 0.09 | 0.01 | 0.24 | 0.02 | 0.00 | 0.06 | 0.01 | 0.00 | 0.03 | 0.02 | 0.13 | 0.12 | 0.03 | 0.01 | 0.03 | 0.01 | 0.15 | 0.01 | 0.08 | 0.04 | 0.00 | 0.00 | 0.00 | 0.10 | 0.04 | 0.00 | 0.01 | 0.04 | 0.01 | 0.02 | 0.00 | 0.03 | 0.03 | 0.12 |
HBEGF | ENSG00000113070 | 0.30 | 0.00 | 0.03 | 0.01 | 0.00 | 0.00 | 0.03 | 0.02 | 0.02 | 0.03 | 0.00 | 0.00 | 0.00 | 0.04 | 0.02 | 0.04 | 0.01 | 0.03 | 0.01 | 0.03 | 0.08 | 0.02 | 0.02 | 0.05 | 0.01 | 0.02 | 0.02 | 0.02 | 0.02 | 0.01 | 0.10 | 0.02 | 0.09 | 0.01 | 0.40 | 0.02 | 0.01 | 0.05 | 0.01 | 0.00 | 0.04 | 0.02 | 0.15 | 0.11 | 0.03 | 0.01 | 0.03 | 0.02 | 0.19 | 0.01 | 0.08 | 0.04 | 0.00 | 0.00 | 0.00 | 0.10 | 0.04 | 0.00 | 0.00 | 0.04 | 0.02 | 0.02 | 0.00 | 0.03 | 0.04 | 0.14 |
SLC4A9 | ENSG00000113073 | 0.30 | 0.00 | 0.03 | 0.01 | 0.00 | 0.00 | 0.03 | 0.02 | 0.02 | 0.03 | 0.00 | 0.00 | 0.00 | 0.05 | 0.02 | 0.04 | 0.01 | 0.03 | 0.01 | 0.03 | 0.05 | 0.02 | 0.02 | 0.05 | 0.01 | 0.02 | 0.02 | 0.02 | 0.02 | 0.01 | 0.09 | 0.02 | 0.09 | 0.01 | 0.40 | 0.02 | 0.01 | 0.05 | 0.01 | 0.00 | 0.04 | 0.02 | 0.15 | 0.11 | 0.03 | 0.01 | 0.03 | 0.02 | 0.14 | 0.01 | 0.08 | 0.04 | 0.00 | 0.00 | 0.00 | 0.10 | 0.04 | 0.00 | 0.00 | 0.04 | 0.02 | 0.02 | 0.00 | 0.03 | 0.04 | 0.14 |
LOX | ENSG00000113083 | 0.25 | 0.01 | 0.03 | 0.01 | 0.00 | 0.00 | 0.02 | 0.08 | 0.02 | 0.09 | 0.00 | 0.01 | 0.00 | 0.08 | 0.01 | 0.08 | 0.00 | 0.06 | 0.00 | 0.05 | 0.02 | 0.07 | 0.02 | 0.12 | 0.01 | 0.10 | 0.01 | 0.07 | 0.00 | 0.03 | 0.06 | 0.04 | 0.05 | 0.02 | 0.27 | 0.05 | 0.00 | 0.03 | 0.00 | 0.00 | 0.02 | 0.05 | 0.09 | 0.29 | 0.00 | 0.03 | 0.01 | 0.03 | 0.06 | 0.08 | 0.04 | 0.03 | 0.01 | 0.00 | 0.00 | 0.09 | 0.04 | 0.02 | 0.01 | 0.03 | 0.00 | 0.01 | 0.00 | 0.03 | 0.06 | 0.08 |
GZMK | ENSG00000113088 | 0.00 | 0.00 | 0.01 | 0.00 | 0.03 | 0.00 | 0.01 | 0.18 | 0.06 | 0.12 | 0.00 | 0.00 | 0.01 | 0.01 | 0.06 | 0.06 | 0.05 | 0.10 | 0.03 | 0.08 | 0.02 | 0.13 | 0.02 | 0.10 | 0.02 | 0.05 | 0.01 | 0.05 | 0.00 | 0.05 | 0.02 | 0.01 | 0.00 | 0.10 | 0.09 | 0.01 | 0.00 | 0.03 | 0.00 | 0.00 | 0.03 | 0.09 | 0.03 | 0.49 | 0.02 | 0.07 | 0.01 | 0.12 | 0.01 | 0.31 | 0.07 | 0.05 | 0.00 | 0.02 | 0.00 | 0.02 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.03 | 0.02 |
SPARC | ENSG00000113140 | 0.30 | 0.00 | 0.04 | 0.01 | 0.00 | 0.00 | 0.02 | 0.02 | 0.02 | 0.05 | 0.00 | 0.00 | 0.02 | 0.03 | 0.04 | 0.04 | 0.01 | 0.04 | 0.01 | 0.05 | 0.04 | 0.01 | 0.03 | 0.04 | 0.01 | 0.02 | 0.04 | 0.01 | 0.02 | 0.01 | 0.10 | 0.02 | 0.09 | 0.01 | 0.26 | 0.04 | 0.00 | 0.03 | 0.01 | 0.00 | 0.04 | 0.03 | 0.17 | 0.11 | 0.03 | 0.01 | 0.03 | 0.02 | 0.05 | 0.02 | 0.07 | 0.06 | 0.00 | 0.00 | 0.00 | 0.09 | 0.04 | 0.00 | 0.00 | 0.06 | 0.01 | 0.03 | 0.00 | 0.03 | 0.04 | 0.14 |
HMGCR | ENSG00000113161 | 0.00 | 0.01 | 0.01 | 0.01 | 0.03 | 0.01 | 0.01 | 0.17 | 0.01 | 0.12 | 0.00 | 0.01 | 0.00 | 0.03 | 0.02 | 0.07 | 0.00 | 0.10 | 0.01 | 0.07 | 0.01 | 0.15 | 0.02 | 0.12 | 0.00 | 0.06 | 0.01 | 0.03 | 0.01 | 0.07 | 0.01 | 0.04 | 0.00 | 0.13 | 0.08 | 0.00 | 0.00 | 0.03 | 0.00 | 0.00 | 0.01 | 0.09 | 0.03 | 0.72 | 0.00 | 0.06 | 0.03 | 0.10 | 0.00 | 0.26 | 0.04 | 0.04 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.01 | 0.00 | 0.00 | 0.06 | 0.03 |
PDE8B | ENSG00000113231 | 0.00 | 0.01 | 0.01 | 0.01 | 0.03 | 0.01 | 0.00 | 0.16 | 0.01 | 0.13 | 0.00 | 0.01 | 0.00 | 0.03 | 0.01 | 0.08 | 0.00 | 0.10 | 0.01 | 0.07 | 0.02 | 0.15 | 0.01 | 0.12 | 0.00 | 0.06 | 0.01 | 0.05 | 0.00 | 0.07 | 0.02 | 0.03 | 0.00 | 0.13 | 0.09 | 0.00 | 0.00 | 0.04 | 0.00 | 0.00 | 0.01 | 0.10 | 0.03 | 0.71 | 0.00 | 0.05 | 0.01 | 0.10 | 0.00 | 0.23 | 0.05 | 0.05 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.01 | 0.00 | 0.00 | 0.06 | 0.04 |
CLK4 | ENSG00000113240 | 0.33 | 0.01 | 0.06 | 0.01 | 0.00 | 0.00 | 0.04 | 0.01 | 0.02 | 0.12 | 0.00 | 0.01 | 0.03 | 0.05 | 0.09 | 0.04 | 0.04 | 0.05 | 0.03 | 0.07 | 0.13 | 0.02 | 0.03 | 0.04 | 0.02 | 0.02 | 0.04 | 0.03 | 0.03 | 0.01 | 0.13 | 0.02 | 0.05 | 0.01 | 0.37 | 0.02 | 0.01 | 0.03 | 0.01 | 0.00 | 0.10 | 0.04 | 0.23 | 0.14 | 0.03 | 0.04 | 0.06 | 0.02 | 0.22 | 0.02 | 0.15 | 0.09 | 0.00 | 0.01 | 0.00 | 0.02 | 0.02 | 0.00 | 0.01 | 0.07 | 0.02 | 0.05 | 0.04 | 0.02 | 0.09 | 0.08 |
GRM6 | ENSG00000113262 | 0.33 | 0.01 | 0.06 | 0.01 | 0.00 | 0.00 | 0.03 | 0.01 | 0.02 | 0.11 | 0.00 | 0.01 | 0.03 | 0.05 | 0.08 | 0.04 | 0.03 | 0.06 | 0.03 | 0.07 | 0.13 | 0.03 | 0.03 | 0.04 | 0.03 | 0.02 | 0.04 | 0.03 | 0.03 | 0.01 | 0.14 | 0.02 | 0.05 | 0.01 | 0.37 | 0.02 | 0.01 | 0.03 | 0.01 | 0.00 | 0.10 | 0.04 | 0.23 | 0.14 | 0.04 | 0.05 | 0.06 | 0.02 | 0.15 | 0.02 | 0.18 | 0.09 | 0.00 | 0.01 | 0.00 | 0.02 | 0.02 | 0.00 | 0.01 | 0.07 | 0.02 | 0.05 | 0.04 | 0.02 | 0.10 | 0.09 |
IL12B | ENSG00000113302 | 0.32 | 0.00 | 0.04 | 0.01 | 0.00 | 0.00 | 0.04 | 0.01 | 0.01 | 0.08 | 0.00 | 0.00 | 0.02 | 0.07 | 0.05 | 0.03 | 0.01 | 0.05 | 0.01 | 0.04 | 0.04 | 0.01 | 0.02 | 0.05 | 0.01 | 0.02 | 0.04 | 0.03 | 0.02 | 0.01 | 0.09 | 0.03 | 0.09 | 0.01 | 0.31 | 0.02 | 0.00 | 0.04 | 0.01 | 0.00 | 0.05 | 0.04 | 0.17 | 0.14 | 0.03 | 0.02 | 0.02 | 0.02 | 0.11 | 0.01 | 0.07 | 0.06 | 0.00 | 0.00 | 0.00 | 0.06 | 0.00 | 0.09 | 0.01 | 0.08 | 0.01 | 0.04 | 0.03 | 0.00 | 0.02 | 0.13 |
BTNL8 | ENSG00000113303 | 0.34 | 0.00 | 0.06 | 0.01 | 0.00 | 0.04 | 0.03 | 0.01 | 0.02 | 0.10 | 0.00 | 0.01 | 0.03 | 0.05 | 0.09 | 0.03 | 0.04 | 0.06 | 0.04 | 0.06 | 0.18 | 0.02 | 0.03 | 0.05 | 0.03 | 0.01 | 0.04 | 0.04 | 0.03 | 0.01 | 0.15 | 0.05 | 0.05 | 0.01 | 0.38 | 0.03 | 0.01 | 0.03 | 0.01 | 0.00 | 0.10 | 0.05 | 0.24 | 0.15 | 0.04 | 0.04 | 0.07 | 0.03 | 0.21 | 0.02 | 0.24 | 0.11 | 0.00 | 0.01 | 0.00 | 0.02 | 0.02 | 0.00 | 0.01 | 0.06 | 0.03 | 0.04 | 0.04 | 0.02 | 0.08 | 0.07 |
GABRG2 | ENSG00000113327 | 0.31 | 0.01 | 0.04 | 0.01 | 0.00 | 0.00 | 0.04 | 0.01 | 0.01 | 0.09 | 0.00 | 0.00 | 0.02 | 0.08 | 0.04 | 0.04 | 0.02 | 0.04 | 0.01 | 0.05 | 0.05 | 0.01 | 0.03 | 0.04 | 0.01 | 0.02 | 0.04 | 0.04 | 0.02 | 0.01 | 0.10 | 0.03 | 0.09 | 0.01 | 0.32 | 0.02 | 0.00 | 0.03 | 0.01 | 0.00 | 0.05 | 0.04 | 0.17 | 0.16 | 0.03 | 0.02 | 0.03 | 0.03 | 0.15 | 0.01 | 0.13 | 0.08 | 0.00 | 0.00 | 0.00 | 0.04 | 0.00 | 0.00 | 0.01 | 0.08 | 0.01 | 0.05 | 0.04 | 0.00 | 0.01 | 0.12 |
TARS | ENSG00000113407 | 0.00 | 0.00 | 0.01 | 0.00 | 0.03 | 0.03 | 0.02 | 0.02 | 0.10 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.17 | 0.00 | 0.20 | 0.01 | 0.07 | 0.00 | 0.11 | 0.01 | 0.09 | 0.03 | 0.05 | 0.01 | 0.04 | 0.00 | 0.02 | 0.00 | 0.05 | 0.00 | 0.00 | 0.01 | 0.27 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.06 | 0.02 | 0.20 | 0.02 | 0.08 | 0.00 | 0.07 | 0.01 | 0.15 | 0.03 | 0.18 | 0.01 | 0.00 | 0.02 | 0.00 | 0.01 | 0.02 | 0.00 | 0.00 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.11 | 0.03 |
IL4 | ENSG00000113520 | 0.28 | 0.01 | 0.03 | 0.01 | 0.00 | 0.00 | 0.02 | 0.05 | 0.03 | 0.04 | 0.00 | 0.00 | 0.00 | 0.05 | 0.00 | 0.07 | 0.00 | 0.06 | 0.01 | 0.06 | 0.03 | 0.06 | 0.02 | 0.09 | 0.01 | 0.05 | 0.02 | 0.04 | 0.01 | 0.04 | 0.09 | 0.04 | 0.09 | 0.01 | 0.32 | 0.02 | 0.00 | 0.03 | 0.01 | 0.00 | 0.03 | 0.04 | 0.11 | 0.18 | 0.02 | 0.04 | 0.01 | 0.02 | 0.15 | 0.04 | 0.04 | 0.05 | 0.01 | 0.00 | 0.00 | 0.10 | 0.04 | 0.02 | 0.01 | 0.04 | 0.02 | 0.02 | 0.00 | 0.03 | 0.01 | 0.09 |
IL5 | ENSG00000113525 | 0.28 | 0.01 | 0.03 | 0.02 | 0.00 | 0.00 | 0.02 | 0.05 | 0.03 | 0.04 | 0.00 | 0.00 | 0.00 | 0.05 | 0.00 | 0.07 | 0.00 | 0.06 | 0.01 | 0.06 | 0.03 | 0.06 | 0.02 | 0.09 | 0.01 | 0.05 | 0.02 | 0.04 | 0.01 | 0.04 | 0.10 | 0.04 | 0.09 | 0.01 | 0.26 | 0.02 | 0.00 | 0.03 | 0.01 | 0.00 | 0.03 | 0.05 | 0.12 | 0.19 | 0.02 | 0.04 | 0.01 | 0.02 | 0.15 | 0.04 | 0.03 | 0.06 | 0.01 | 0.00 | 0.00 | 0.10 | 0.04 | 0.02 | 0.01 | 0.04 | 0.02 | 0.02 | 0.00 | 0.03 | 0.01 | 0.09 |
FGF1 | ENSG00000113578 | 0.30 | 0.00 | 0.03 | 0.01 | 0.00 | 0.00 | 0.03 | 0.03 | 0.02 | 0.04 | 0.00 | 0.00 | 0.00 | 0.04 | 0.02 | 0.04 | 0.01 | 0.03 | 0.01 | 0.04 | 0.02 | 0.04 | 0.02 | 0.05 | 0.01 | 0.01 | 0.02 | 0.01 | 0.02 | 0.03 | 0.08 | 0.03 | 0.09 | 0.01 | 0.24 | 0.04 | 0.00 | 0.05 | 0.01 | 0.00 | 0.04 | 0.02 | 0.17 | 0.10 | 0.03 | 0.01 | 0.04 | 0.02 | 0.09 | 0.02 | 0.08 | 0.03 | 0.00 | 0.00 | 0.00 | 0.10 | 0.04 | 0.00 | 0.01 | 0.05 | 0.02 | 0.03 | 0.00 | 0.03 | 0.03 | 0.15 |
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