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 |
GLRB | ENSG00000109738 | 0.00 | 0.03 | 0.00 | 0.02 | 0.06 | 0.02 | 0.02 | 0.05 | 0.05 | 0.13 | 0.00 | 0.00 | 0.00 | 0.03 | 0.04 | 0.06 | 0.02 | 0.12 | 0.01 | 0.10 | 0.12 | 0.11 | 0.07 | 0.08 | 0.01 | 0.07 | 0.02 | 0.04 | 0.00 | 0.03 | 0.06 | 0.06 | 0.00 | 0.12 | 0.10 | 0.05 | 0.00 | 0.03 | 0.00 | 0.00 | 0.05 | 0.08 | 0.07 | 0.28 | 0.02 | 0.08 | 0.02 | 0.05 | 0.12 | 0.05 | 0.11 | 0.13 | 0.01 | 0.03 | 0.00 | 0.00 | 0.03 | 0.03 | 0.00 | 0.09 | 0.00 | 0.03 | 0.00 | 0.00 | 0.03 | 0.06 |
BST1 | ENSG00000109743 | 0.01 | 0.00 | 0.01 | 0.00 | 0.02 | 0.00 | 0.02 | 0.03 | 0.04 | 0.04 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.02 | 0.03 | 0.06 | 0.02 | 0.05 | 0.04 | 0.04 | 0.04 | 0.03 | 0.01 | 0.02 | 0.03 | 0.03 | 0.00 | 0.02 | 0.03 | 0.03 | 0.00 | 0.01 | 0.04 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.04 | 0.18 | 0.06 | 0.01 | 0.01 | 0.06 | 0.02 | 0.06 | 0.00 | 0.07 | 0.04 | 0.04 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.05 | 0.00 | 0.03 | 0.01 |
HGFAC | ENSG00000109758 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.02 | 0.03 | 0.08 | 0.04 | 0.00 | 0.02 | 0.00 | 0.03 | 0.04 | 0.04 | 0.04 | 0.05 | 0.03 | 0.06 | 0.04 | 0.08 | 0.06 | 0.06 | 0.02 | 0.03 | 0.04 | 0.03 | 0.01 | 0.02 | 0.04 | 0.07 | 0.00 | 0.01 | 0.08 | 0.00 | 0.01 | 0.00 | 0.01 | 0.00 | 0.03 | 0.06 | 0.28 | 0.07 | 0.02 | 0.05 | 0.07 | 0.05 | 0.21 | 0.00 | 0.12 | 0.04 | 0.02 | 0.01 | 0.00 | 0.00 | 0.00 | 0.02 | 0.01 | 0.00 | 0.01 | 0.01 | 0.02 | 0.00 | 0.04 | 0.05 |
CTSC | ENSG00000109861 | 0.01 | 0.01 | 0.00 | 0.03 | 0.00 | 0.03 | 0.03 | 0.01 | 0.10 | 0.04 | 0.00 | 0.00 | 0.09 | 0.04 | 0.13 | 0.02 | 0.10 | 0.05 | 0.10 | 0.08 | 0.15 | 0.02 | 0.08 | 0.02 | 0.02 | 0.00 | 0.01 | 0.03 | 0.01 | 0.01 | 0.03 | 0.04 | 0.00 | 0.02 | 0.00 | 0.02 | 0.00 | 0.03 | 0.00 | 0.00 | 0.16 | 0.08 | 0.43 | 0.06 | 0.17 | 0.05 | 0.06 | 0.03 | 0.06 | 0.19 | 0.06 | 0.09 | 0.04 | 0.07 | 0.00 | 0.00 | 0.00 | 0.05 | 0.00 | 0.00 | 0.02 | 0.01 | 0.00 | 0.00 | 0.11 | 0.06 |
CRTAM | ENSG00000109943 | 0.00 | 0.01 | 0.00 | 0.05 | 0.02 | 0.02 | 0.01 | 0.07 | 0.03 | 0.10 | 0.00 | 0.00 | 0.13 | 0.06 | 0.04 | 0.09 | 0.06 | 0.10 | 0.05 | 0.14 | 0.04 | 0.13 | 0.05 | 0.08 | 0.01 | 0.01 | 0.01 | 0.04 | 0.02 | 0.02 | 0.00 | 0.10 | 0.00 | 0.19 | 0.00 | 0.03 | 0.00 | 0.05 | 0.00 | 0.00 | 0.02 | 0.22 | 0.17 | 0.18 | 0.04 | 0.31 | 0.04 | 0.07 | 0.05 | 0.17 | 0.02 | 0.24 | 0.00 | 0.23 | 0.03 | 0.00 | 0.13 | 0.02 | 0.07 | 0.01 | 0.03 | 0.01 | 0.00 | 0.07 | 0.01 | 0.25 |
DCPS | ENSG00000110063 | 0.00 | 0.01 | 0.00 | 0.05 | 0.00 | 0.05 | 0.02 | 0.06 | 0.03 | 0.10 | 0.00 | 0.00 | 0.11 | 0.04 | 0.05 | 0.09 | 0.04 | 0.10 | 0.04 | 0.14 | 0.13 | 0.14 | 0.05 | 0.08 | 0.02 | 0.01 | 0.01 | 0.03 | 0.01 | 0.02 | 0.01 | 0.09 | 0.00 | 0.23 | 0.02 | 0.06 | 0.00 | 0.05 | 0.00 | 0.00 | 0.05 | 0.22 | 0.22 | 0.17 | 0.04 | 0.32 | 0.06 | 0.08 | 0.05 | 0.17 | 0.01 | 0.26 | 0.00 | 0.28 | 0.04 | 0.00 | 0.13 | 0.02 | 0.06 | 0.01 | 0.01 | 0.01 | 0.00 | 0.07 | 0.01 | 0.26 |
CCKBR | ENSG00000110148 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.03 | 0.01 | 0.01 | 0.00 | 0.10 | 0.00 | 0.00 | 0.02 | 0.08 | 0.01 | 0.06 | 0.02 | 0.14 | 0.01 | 0.06 | 0.06 | 0.09 | 0.04 | 0.04 | 0.02 | 0.01 | 0.01 | 0.02 | 0.00 | 0.05 | 0.04 | 0.02 | 0.03 | 0.01 | 0.01 | 0.07 | 0.02 | 0.07 | 0.00 | 0.00 | 0.02 | 0.10 | 0.01 | 0.42 | 0.01 | 0.05 | 0.02 | 0.07 | 0.03 | 0.09 | 0.03 | 0.13 | 0.02 | 0.00 | 0.00 | 0.00 | 0.05 | 0.00 | 0.01 | 0.09 | 0.01 | 0.05 | 0.00 | 0.00 | 0.01 | 0.03 |
HPX | ENSG00000110169 | 0.01 | 0.00 | 0.01 | 0.01 | 0.00 | 0.03 | 0.01 | 0.01 | 0.00 | 0.10 | 0.00 | 0.00 | 0.02 | 0.08 | 0.01 | 0.06 | 0.02 | 0.14 | 0.01 | 0.06 | 0.05 | 0.09 | 0.02 | 0.04 | 0.01 | 0.01 | 0.01 | 0.02 | 0.00 | 0.05 | 0.05 | 0.02 | 0.03 | 0.01 | 0.01 | 0.07 | 0.02 | 0.07 | 0.00 | 0.00 | 0.03 | 0.10 | 0.01 | 0.41 | 0.01 | 0.05 | 0.02 | 0.06 | 0.03 | 0.09 | 0.03 | 0.13 | 0.02 | 0.00 | 0.00 | 0.00 | 0.05 | 0.00 | 0.01 | 0.09 | 0.01 | 0.05 | 0.00 | 0.00 | 0.01 | 0.03 |
FOLR1 | ENSG00000110195 | 0.00 | 0.01 | 0.01 | 0.01 | 0.10 | 0.00 | 0.03 | 0.00 | 0.24 | 0.03 | 0.00 | 0.00 | 0.08 | 0.00 | 0.12 | 0.01 | 0.21 | 0.03 | 0.47 | 0.03 | 0.87 | 0.03 | 0.14 | 0.03 | 0.01 | 0.01 | 0.02 | 0.02 | 0.02 | 0.02 | 0.07 | 0.02 | 0.00 | 0.02 | 0.05 | 0.00 | 0.03 | 0.00 | 0.00 | 0.00 | 0.29 | 0.06 | 0.43 | 0.04 | 0.12 | 0.01 | 0.07 | 0.01 | 0.16 | 0.10 | 0.11 | 0.06 | 0.00 | 0.06 | 0.00 | 0.00 | 0.00 | 0.02 | 0.01 | 0.00 | 0.01 | 0.02 | 0.00 | 0.00 | 0.26 | 0.01 |
FOLR3 | ENSG00000110203 | 0.00 | 0.01 | 0.01 | 0.01 | 0.10 | 0.02 | 0.04 | 0.00 | 0.24 | 0.03 | 0.00 | 0.00 | 0.08 | 0.02 | 0.12 | 0.01 | 0.21 | 0.03 | 0.49 | 0.03 | 0.92 | 0.03 | 0.14 | 0.03 | 0.01 | 0.01 | 0.02 | 0.02 | 0.02 | 0.02 | 0.07 | 0.02 | 0.00 | 0.02 | 0.05 | 0.01 | 0.03 | 0.00 | 0.00 | 0.00 | 0.27 | 0.06 | 0.44 | 0.04 | 0.12 | 0.01 | 0.06 | 0.01 | 0.16 | 0.10 | 0.11 | 0.06 | 0.00 | 0.06 | 0.00 | 0.00 | 0.00 | 0.02 | 0.01 | 0.00 | 0.01 | 0.02 | 0.00 | 0.00 | 0.27 | 0.01 |
APOA4 | ENSG00000110244 | 0.00 | 0.01 | 0.00 | 0.07 | 0.02 | 0.02 | 0.01 | 0.09 | 0.03 | 0.11 | 0.00 | 0.00 | 0.02 | 0.06 | 0.04 | 0.08 | 0.04 | 0.09 | 0.04 | 0.16 | 0.07 | 0.13 | 0.06 | 0.08 | 0.01 | 0.02 | 0.00 | 0.03 | 0.01 | 0.01 | 0.02 | 0.09 | 0.00 | 0.17 | 0.00 | 0.05 | 0.00 | 0.06 | 0.00 | 0.00 | 0.02 | 0.24 | 0.14 | 0.17 | 0.04 | 0.29 | 0.03 | 0.05 | 0.11 | 0.18 | 0.02 | 0.20 | 0.01 | 0.14 | 0.02 | 0.00 | 0.11 | 0.01 | 0.04 | 0.01 | 0.03 | 0.01 | 0.00 | 0.07 | 0.00 | 0.27 |
APOC3 | ENSG00000110245 | 0.00 | 0.01 | 0.00 | 0.07 | 0.02 | 0.02 | 0.01 | 0.09 | 0.03 | 0.11 | 0.00 | 0.00 | 0.02 | 0.06 | 0.04 | 0.08 | 0.04 | 0.09 | 0.04 | 0.16 | 0.07 | 0.13 | 0.06 | 0.08 | 0.01 | 0.02 | 0.00 | 0.03 | 0.01 | 0.01 | 0.02 | 0.09 | 0.00 | 0.17 | 0.00 | 0.05 | 0.00 | 0.06 | 0.00 | 0.00 | 0.02 | 0.24 | 0.14 | 0.17 | 0.04 | 0.29 | 0.03 | 0.05 | 0.11 | 0.18 | 0.02 | 0.20 | 0.01 | 0.14 | 0.02 | 0.00 | 0.11 | 0.01 | 0.04 | 0.01 | 0.03 | 0.01 | 0.00 | 0.07 | 0.00 | 0.27 |
SLC15A3 | ENSG00000110446 | 0.01 | 0.00 | 0.00 | 0.01 | 0.09 | 0.00 | 0.01 | 0.01 | 0.12 | 0.01 | 0.00 | 0.00 | 0.08 | 0.00 | 0.06 | 0.03 | 0.06 | 0.02 | 0.12 | 0.02 | 0.13 | 0.03 | 0.04 | 0.03 | 0.01 | 0.01 | 0.05 | 0.02 | 0.00 | 0.02 | 0.03 | 0.02 | 0.04 | 0.09 | 0.06 | 0.00 | 0.02 | 0.00 | 0.00 | 0.00 | 0.13 | 0.07 | 0.11 | 0.05 | 0.05 | 0.03 | 0.04 | 0.02 | 0.14 | 0.14 | 0.06 | 0.03 | 0.00 | 0.05 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.01 | 0.00 | 0.03 | 0.00 | 0.00 | 0.05 | 0.04 |
SLC22A18 | ENSG00000110628 | 0.01 | 0.00 | 0.01 | 0.00 | 0.01 | 0.03 | 0.00 | 0.02 | 0.01 | 0.11 | 0.00 | 0.00 | 0.02 | 0.05 | 0.02 | 0.07 | 0.01 | 0.16 | 0.02 | 0.07 | 0.02 | 0.15 | 0.01 | 0.09 | 0.02 | 0.01 | 0.01 | 0.04 | 0.00 | 0.06 | 0.05 | 0.03 | 0.03 | 0.01 | 0.06 | 0.08 | 0.02 | 0.07 | 0.00 | 0.00 | 0.02 | 0.12 | 0.03 | 0.47 | 0.02 | 0.07 | 0.04 | 0.08 | 0.05 | 0.09 | 0.08 | 0.14 | 0.02 | 0.02 | 0.00 | 0.00 | 0.05 | 0.00 | 0.01 | 0.10 | 0.01 | 0.06 | 0.00 | 0.00 | 0.01 | 0.05 |
CD81 | ENSG00000110651 | 0.00 | 0.00 | 0.01 | 0.00 | 0.01 | 0.03 | 0.01 | 0.02 | 0.01 | 0.11 | 0.00 | 0.00 | 0.02 | 0.05 | 0.02 | 0.07 | 0.01 | 0.16 | 0.02 | 0.07 | 0.02 | 0.15 | 0.02 | 0.06 | 0.04 | 0.01 | 0.01 | 0.03 | 0.01 | 0.06 | 0.04 | 0.03 | 0.03 | 0.01 | 0.01 | 0.05 | 0.02 | 0.07 | 0.00 | 0.00 | 0.02 | 0.12 | 0.04 | 0.46 | 0.01 | 0.07 | 0.04 | 0.08 | 0.11 | 0.09 | 0.07 | 0.15 | 0.02 | 0.04 | 0.00 | 0.00 | 0.05 | 0.00 | 0.01 | 0.10 | 0.01 | 0.05 | 0.00 | 0.00 | 0.01 | 0.06 |
CALCA | ENSG00000110680 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.01 | 0.01 | 0.03 | 0.08 | 0.00 | 0.00 | 0.02 | 0.01 | 0.02 | 0.03 | 0.11 | 0.08 | 0.04 | 0.04 | 0.04 | 0.04 | 0.04 | 0.02 | 0.02 | 0.01 | 0.01 | 0.01 | 0.03 | 0.03 | 0.03 | 0.01 | 0.00 | 0.03 | 0.00 | 0.02 | 0.06 | 0.04 | 0.00 | 0.00 | 0.05 | 0.06 | 0.04 | 0.26 | 0.01 | 0.04 | 0.06 | 0.04 | 0.12 | 0.04 | 0.06 | 0.09 | 0.01 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.04 | 0.00 | 0.02 | 0.00 | 0.00 | 0.03 | 0.01 |
AIP | ENSG00000110711 | 0.01 | 0.00 | 0.00 | 0.00 | 0.09 | 0.00 | 0.10 | 0.00 | 0.23 | 0.01 | 0.00 | 0.00 | 0.08 | 0.00 | 0.15 | 0.01 | 0.18 | 0.02 | 0.42 | 0.01 | 0.47 | 0.02 | 0.17 | 0.03 | 0.01 | 0.01 | 0.05 | 0.02 | 0.02 | 0.01 | 0.14 | 0.01 | 0.18 | 0.02 | 0.05 | 0.01 | 0.03 | 0.00 | 0.00 | 0.00 | 0.50 | 0.04 | 0.29 | 0.03 | 0.22 | 0.01 | 0.16 | 0.02 | 0.26 | 0.04 | 0.13 | 0.03 | 0.00 | 0.05 | 0.00 | 0.00 | 0.00 | 0.06 | 0.01 | 0.01 | 0.01 | 0.03 | 0.00 | 0.00 | 0.25 | 0.02 |
PTPN5 | ENSG00000110786 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.03 | 0.01 | 0.01 | 0.02 | 0.07 | 0.00 | 0.00 | 0.02 | 0.05 | 0.02 | 0.03 | 0.06 | 0.06 | 0.01 | 0.04 | 0.04 | 0.03 | 0.02 | 0.02 | 0.02 | 0.00 | 0.02 | 0.01 | 0.00 | 0.02 | 0.04 | 0.01 | 0.00 | 0.03 | 0.00 | 0.02 | 0.06 | 0.04 | 0.00 | 0.00 | 0.08 | 0.04 | 0.03 | 0.25 | 0.01 | 0.04 | 0.03 | 0.03 | 0.01 | 0.04 | 0.07 | 0.07 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.02 | 0.01 | 0.01 | 0.00 | 0.00 | 0.02 | 0.01 |
P3H3 | ENSG00000110811 | 0.01 | 0.00 | 0.00 | 0.01 | 0.02 | 0.00 | 0.01 | 0.06 | 0.09 | 0.02 | 0.01 | 0.00 | 0.00 | 0.08 | 0.07 | 0.07 | 0.17 | 0.01 | 0.11 | 0.01 | 0.08 | 0.02 | 0.06 | 0.05 | 0.06 | 0.02 | 0.05 | 0.04 | 0.06 | 0.06 | 0.03 | 0.04 | 0.18 | 0.05 | 0.09 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.13 | 0.04 | 0.35 | 0.07 | 0.03 | 0.02 | 0.09 | 0.02 | 0.18 | 0.03 | 0.08 | 0.11 | 0.60 | 0.00 | 0.00 | 0.00 | 0.00 | 0.05 | 0.15 | 0.01 | 0.05 | 0.01 | 0.00 | 0.01 | 0.04 | 0.04 |
SELPLG | ENSG00000110876 | 0.01 | 0.01 | 0.02 | 0.00 | 0.06 | 0.02 | 0.04 | 0.03 | 0.07 | 0.03 | 0.00 | 0.00 | 0.02 | 0.00 | 0.02 | 0.05 | 0.02 | 0.04 | 0.02 | 0.03 | 0.08 | 0.04 | 0.04 | 0.02 | 0.00 | 0.01 | 0.01 | 0.01 | 0.00 | 0.06 | 0.02 | 0.03 | 0.00 | 0.22 | 0.11 | 0.01 | 0.00 | 0.03 | 0.00 | 0.00 | 0.04 | 0.07 | 0.10 | 0.20 | 0.01 | 0.01 | 0.02 | 0.05 | 0.11 | 0.07 | 0.11 | 0.05 | 0.00 | 0.01 | 0.00 | 0.00 | 0.10 | 0.00 | 0.01 | 0.03 | 0.01 | 0.01 | 0.00 | 0.00 | 0.02 | 0.07 |
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