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 |
AKR1D1 | ENSG00000122787 | 0.01 | 0.01 | 0.09 | 0.00 | 0.04 | 0.00 | 0.02 | 0.02 | 0.03 | 0.04 | 0.00 | 0.01 | 0.04 | 0.05 | 0.08 | 0.02 | 0.08 | 0.06 | 0.03 | 0.13 | 0.05 | 0.18 | 0.02 | 0.07 | 0.03 | 0.01 | 0.06 | 0.02 | 0.01 | 0.05 | 0.06 | 0.04 | 0.00 | 0.02 | 0.08 | 0.06 | 0.00 | 0.01 | 0.00 | 0.00 | 0.09 | 0.04 | 0.50 | 0.04 | 0.04 | 0.08 | 0.05 | 0.05 | 0.08 | 0.14 | 0.13 | 0.07 | 0.02 | 0.04 | 0.00 | 0.05 | 0.02 | 0.09 | 0.12 | 0.00 | 0.05 | 0.01 | 0.00 | 0.00 | 0.22 | 0.02 |
CACNG1 | ENSG00000108878 | 0.02 | 0.00 | 0.04 | 0.00 | 0.00 | 0.00 | 0.03 | 0.01 | 0.23 | 0.01 | 0.02 | 0.00 | 0.12 | 0.00 | 0.17 | 0.00 | 0.19 | 0.00 | 0.07 | 0.02 | 0.19 | 0.03 | 0.11 | 0.03 | 0.10 | 0.01 | 0.09 | 0.01 | 0.05 | 0.10 | 0.20 | 0.00 | 0.12 | 0.01 | 0.15 | 0.09 | 0.02 | 0.01 | 0.00 | 0.00 | 0.56 | 0.01 | 0.24 | 0.03 | 0.15 | 0.03 | 0.11 | 0.01 | 0.45 | 0.02 | 0.21 | 0.04 | 0.02 | 0.00 | 0.00 | 0.00 | 0.05 | 0.07 | 0.06 | 0.00 | 0.02 | 0.00 | 0.17 | 0.01 | 0.24 | 0.01 |
MPST | ENSG00000128309 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.11 | 0.05 | 0.00 | 0.04 | 0.00 | 0.03 | 0.05 | 0.04 | 0.06 | 0.02 | 0.01 | 0.01 | 0.03 | 0.02 | 0.02 | 0.02 | 0.01 | 0.01 | 0.02 | 0.01 | 0.03 | 0.01 | 0.04 | 0.01 | 0.00 | 0.01 | 0.02 | 0.02 | 0.00 | 0.04 | 0.00 | 0.00 | 0.03 | 0.03 | 0.08 | 0.11 | 0.03 | 0.01 | 0.04 | 0.02 | 0.23 | 0.06 | 0.07 | 0.02 | 0.03 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.04 | 0.00 | 0.00 | 0.11 | 0.02 |
C1QC | ENSG00000159189 | 0.00 | 0.05 | 0.00 | 0.08 | 0.00 | 0.00 | 0.01 | 0.03 | 0.08 | 0.09 | 0.00 | 0.03 | 0.04 | 0.23 | 0.04 | 0.06 | 0.05 | 0.11 | 0.03 | 0.07 | 0.06 | 0.10 | 0.06 | 0.11 | 0.00 | 0.16 | 0.02 | 0.21 | 0.01 | 0.08 | 0.01 | 0.21 | 0.00 | 1.06 | 0.01 | 0.06 | 0.01 | 0.10 | 0.00 | 0.00 | 0.01 | 0.19 | 0.12 | 0.44 | 0.05 | 0.08 | 0.04 | 0.12 | 0.12 | 0.19 | 0.16 | 0.10 | 0.05 | 0.06 | 0.02 | 0.00 | 0.00 | 0.11 | 0.04 | 0.02 | 0.04 | 0.11 | 0.00 | 0.12 | 0.08 | 0.08 |
PTPN9 | ENSG00000169410 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.02 | 0.01 | 0.03 | 0.03 | 0.04 | 0.00 | 0.00 | 0.09 | 0.00 | 0.03 | 0.02 | 0.09 | 0.02 | 0.02 | 0.02 | 0.07 | 0.03 | 0.07 | 0.04 | 0.02 | 0.02 | 0.03 | 0.03 | 0.03 | 0.01 | 0.05 | 0.03 | 0.00 | 0.01 | 0.07 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.08 | 0.03 | 0.17 | 0.15 | 0.12 | 0.01 | 0.03 | 0.05 | 0.17 | 0.07 | 0.05 | 0.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.05 | 0.01 | 0.01 | 0.01 | 0.03 | 0.00 | 0.00 | 0.15 | 0.03 |
NEK9 | ENSG00000119638 | 0.01 | 0.03 | 0.00 | 0.00 | 0.00 | 0.05 | 0.01 | 0.04 | 0.05 | 0.04 | 0.00 | 0.01 | 0.00 | 0.06 | 0.04 | 0.05 | 0.06 | 0.03 | 0.05 | 0.01 | 0.11 | 0.02 | 0.06 | 0.04 | 0.00 | 0.03 | 0.01 | 0.03 | 0.03 | 0.01 | 0.02 | 0.10 | 0.00 | 0.28 | 0.09 | 0.03 | 0.01 | 0.04 | 0.00 | 0.00 | 0.01 | 0.10 | 0.14 | 0.19 | 0.05 | 0.03 | 0.03 | 0.02 | 0.04 | 0.06 | 0.08 | 0.11 | 0.03 | 0.01 | 0.00 | 0.00 | 0.04 | 0.00 | 0.00 | 0.12 | 0.01 | 0.08 | 0.03 | 0.00 | 0.00 | 0.05 |
INTS12 | ENSG00000138785 | 0.00 | 0.01 | 0.01 | 0.01 | 0.00 | 0.00 | 0.01 | 0.04 | 0.04 | 0.06 | 0.00 | 0.00 | 0.00 | 0.06 | 0.02 | 0.04 | 0.03 | 0.05 | 0.02 | 0.03 | 0.02 | 0.06 | 0.02 | 0.06 | 0.01 | 0.02 | 0.00 | 0.07 | 0.00 | 0.01 | 0.01 | 0.13 | 0.00 | 0.11 | 0.04 | 0.04 | 0.04 | 0.01 | 0.00 | 0.00 | 0.04 | 0.06 | 0.03 | 0.30 | 0.01 | 0.02 | 0.01 | 0.05 | 0.00 | 0.11 | 0.03 | 0.07 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.02 | 0.01 | 0.03 | 0.00 | 0.02 | 0.00 | 0.00 | 0.02 | 0.05 |
GLYR1 | ENSG00000140632 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.01 | 0.17 | 0.00 | 0.00 | 0.05 | 0.02 | 0.04 | 0.03 | 0.05 | 0.08 | 0.04 | 0.02 | 0.01 | 0.07 | 0.05 | 0.07 | 0.03 | 0.03 | 0.03 | 0.02 | 0.02 | 0.01 | 0.03 | 0.03 | 0.05 | 0.05 | 0.12 | 0.02 | 0.00 | 0.01 | 0.00 | 0.00 | 0.10 | 0.02 | 0.14 | 0.16 | 0.11 | 0.01 | 0.04 | 0.02 | 0.06 | 0.12 | 0.09 | 0.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.05 | 0.00 | 0.01 | 0.00 | 0.03 | 0.01 | 0.00 | 0.00 | 0.06 | 0.01 |
ADGRA3 | ENSG00000152990 | 0.01 | 0.00 | 0.00 | 0.00 | 0.04 | 0.02 | 0.01 | 0.05 | 0.04 | 0.03 | 0.00 | 0.00 | 0.00 | 0.05 | 0.03 | 0.02 | 0.01 | 0.08 | 0.01 | 0.06 | 0.05 | 0.08 | 0.02 | 0.03 | 0.00 | 0.01 | 0.02 | 0.02 | 0.00 | 0.01 | 0.03 | 0.05 | 0.00 | 0.01 | 0.05 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.04 | 0.15 | 0.10 | 0.00 | 0.01 | 0.02 | 0.03 | 0.11 | 0.00 | 0.11 | 0.04 | 0.03 | 0.00 | 0.00 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.05 | 0.00 | 0.03 | 0.01 |
GSK3B | ENSG00000082701 | 0.00 | 0.02 | 0.01 | 0.00 | 0.00 | 0.00 | 0.02 | 0.04 | 0.06 | 0.02 | 0.00 | 0.01 | 0.00 | 0.01 | 0.05 | 0.02 | 0.13 | 0.02 | 0.03 | 0.01 | 0.07 | 0.07 | 0.05 | 0.02 | 0.00 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.01 | 0.01 | 0.00 | 0.02 | 0.03 | 0.01 | 0.00 | 0.05 | 0.00 | 0.00 | 0.04 | 0.04 | 0.26 | 0.03 | 0.05 | 0.01 | 0.05 | 0.01 | 0.05 | 0.08 | 0.09 | 0.06 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.05 | 0.00 | 0.03 | 0.01 | 0.06 | 0.00 | 0.00 | 0.01 | 0.05 |
MINPP1 | ENSG00000107789 | 0.00 | 0.02 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.29 | 0.06 | 0.10 | 0.00 | 0.02 | 0.01 | 0.12 | 0.01 | 0.04 | 0.03 | 0.12 | 0.01 | 0.08 | 0.01 | 0.12 | 0.01 | 0.13 | 0.00 | 0.11 | 0.00 | 0.07 | 0.01 | 0.02 | 0.01 | 0.09 | 0.25 | 0.02 | 0.02 | 0.01 | 0.00 | 0.01 | 0.00 | 0.01 | 0.02 | 0.12 | 0.08 | 0.30 | 0.02 | 0.10 | 0.03 | 0.12 | 0.01 | 0.17 | 0.01 | 0.12 | 0.01 | 0.00 | 0.00 | 0.01 | 0.00 | 0.10 | 0.00 | 0.03 | 0.00 | 0.10 | 0.00 | 0.00 | 0.00 | 0.11 |
NMT2 | ENSG00000152465 | 0.01 | 0.01 | 0.03 | 0.00 | 0.00 | 0.00 | 0.01 | 0.03 | 0.15 | 0.03 | 0.00 | 0.00 | 0.03 | 0.08 | 0.04 | 0.04 | 0.02 | 0.06 | 0.01 | 0.03 | 0.07 | 0.04 | 0.06 | 0.03 | 0.00 | 0.01 | 0.00 | 0.00 | 0.04 | 0.00 | 0.00 | 0.01 | 0.00 | 0.10 | 0.06 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 0.01 | 0.17 | 0.07 | 0.02 | 0.01 | 0.05 | 0.02 | 0.25 | 0.00 | 0.06 | 0.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.00 | 0.03 | 0.01 | 0.02 | 0.01 | 0.00 | 0.02 | 0.04 | 0.01 |
TRIM21 | ENSG00000132109 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.00 | 0.02 | 0.01 | 0.09 | 0.00 | 0.00 | 0.02 | 0.05 | 0.02 | 0.06 | 0.02 | 0.14 | 0.01 | 0.07 | 0.02 | 0.10 | 0.01 | 0.05 | 0.01 | 0.01 | 0.01 | 0.02 | 0.00 | 0.05 | 0.04 | 0.03 | 0.03 | 0.04 | 0.01 | 0.07 | 0.03 | 0.07 | 0.01 | 0.00 | 0.02 | 0.10 | 0.02 | 0.44 | 0.01 | 0.05 | 0.02 | 0.06 | 0.03 | 0.09 | 0.05 | 0.14 | 0.02 | 0.00 | 0.00 | 0.00 | 0.05 | 0.00 | 0.01 | 0.10 | 0.01 | 0.05 | 0.00 | 0.00 | 0.01 | 0.03 |
EHMT2 | ENSG00000204371 | 0.01 | 0.00 | 0.00 | 0.02 | 0.00 | 0.00 | 0.01 | 0.00 | 0.15 | 0.04 | 0.00 | 0.00 | 0.02 | 0.02 | 0.08 | 0.02 | 0.06 | 0.05 | 0.03 | 0.04 | 0.13 | 0.05 | 0.12 | 0.04 | 0.03 | 0.02 | 0.07 | 0.02 | 0.05 | 0.01 | 0.11 | 0.01 | 0.05 | 0.03 | 0.08 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.09 | 0.03 | 0.29 | 0.06 | 0.17 | 0.01 | 0.05 | 0.01 | 0.10 | 0.03 | 0.06 | 0.07 | 0.01 | 0.01 | 0.00 | 0.00 | 0.02 | 0.17 | 0.01 | 0.01 | 0.00 | 0.01 | 0.11 | 0.00 | 0.12 | 0.01 |
NUCB2 | ENSG00000070081 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.05 | 0.01 | 0.01 | 0.02 | 0.08 | 0.00 | 0.00 | 0.02 | 0.03 | 0.02 | 0.04 | 0.07 | 0.07 | 0.01 | 0.04 | 0.05 | 0.03 | 0.03 | 0.02 | 0.02 | 0.01 | 0.02 | 0.01 | 0.02 | 0.03 | 0.04 | 0.01 | 0.03 | 0.01 | 0.00 | 0.02 | 0.06 | 0.05 | 0.00 | 0.00 | 0.07 | 0.05 | 0.04 | 0.24 | 0.01 | 0.04 | 0.03 | 0.05 | 0.01 | 0.04 | 0.09 | 0.07 | 0.01 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.03 | 0.01 | 0.01 | 0.00 | 0.00 | 0.04 | 0.01 |
KLHL2 | ENSG00000109466 | 0.00 | 0.02 | 0.00 | 0.02 | 0.06 | 0.02 | 0.04 | 0.02 | 0.04 | 0.12 | 0.00 | 0.00 | 0.00 | 0.02 | 0.01 | 0.08 | 0.02 | 0.14 | 0.02 | 0.10 | 0.07 | 0.06 | 0.05 | 0.09 | 0.02 | 0.07 | 0.02 | 0.06 | 0.00 | 0.04 | 0.06 | 0.11 | 0.00 | 0.15 | 0.10 | 0.07 | 0.00 | 0.03 | 0.00 | 0.00 | 0.05 | 0.08 | 0.08 | 0.29 | 0.05 | 0.08 | 0.02 | 0.05 | 0.09 | 0.05 | 0.07 | 0.17 | 0.01 | 0.00 | 0.00 | 0.00 | 0.03 | 0.06 | 0.00 | 0.10 | 0.00 | 0.05 | 0.00 | 0.00 | 0.03 | 0.05 |
PCCB | ENSG00000114054 | 0.03 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.08 | 0.01 | 0.08 | 0.02 | 0.00 | 0.01 | 0.00 | 0.03 | 0.06 | 0.01 | 0.27 | 0.01 | 0.23 | 0.00 | 0.21 | 0.06 | 0.09 | 0.04 | 0.01 | 0.01 | 0.02 | 0.01 | 0.00 | 0.00 | 0.05 | 0.01 | 0.00 | 0.03 | 0.06 | 0.02 | 0.00 | 0.06 | 0.00 | 0.00 | 0.07 | 0.03 | 0.42 | 0.04 | 0.23 | 0.02 | 0.07 | 0.01 | 0.19 | 0.02 | 0.07 | 0.06 | 0.01 | 0.02 | 0.00 | 0.00 | 0.01 | 0.02 | 0.01 | 0.02 | 0.02 | 0.04 | 0.00 | 0.00 | 0.01 | 0.05 |
LTA4H | ENSG00000111144 | 0.01 | 0.01 | 0.01 | 0.00 | 0.06 | 0.02 | 0.05 | 0.01 | 0.08 | 0.04 | 0.00 | 0.00 | 0.02 | 0.03 | 0.02 | 0.05 | 0.03 | 0.03 | 0.02 | 0.03 | 0.06 | 0.06 | 0.04 | 0.03 | 0.00 | 0.02 | 0.01 | 0.03 | 0.00 | 0.06 | 0.03 | 0.02 | 0.00 | 0.17 | 0.00 | 0.01 | 0.00 | 0.03 | 0.00 | 0.00 | 0.07 | 0.06 | 0.07 | 0.21 | 0.02 | 0.02 | 0.03 | 0.03 | 0.13 | 0.11 | 0.40 | 0.04 | 0.01 | 0.00 | 0.00 | 0.00 | 0.08 | 0.02 | 0.00 | 0.02 | 0.02 | 0.02 | 0.02 | 0.00 | 0.03 | 0.08 |
PHF20 | ENSG00000025293 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.02 | 0.02 | 0.11 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.13 | 0.01 | 0.15 | 0.01 | 0.09 | 0.01 | 0.09 | 0.01 | 0.10 | 0.00 | 0.10 | 0.00 | 0.20 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.01 | 0.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.15 | 0.02 | 0.15 | 0.05 | 0.10 | 0.00 | 0.06 | 0.01 | 0.34 | 0.00 | 0.11 | 0.06 | 0.00 | 0.01 | 0.00 | 0.02 | 0.01 | 0.00 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.06 | 0.01 |
PHKG2 | ENSG00000156873 | 0.01 | 0.00 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.11 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.10 | 0.01 | 0.12 | 0.01 | 0.03 | 0.01 | 0.09 | 0.00 | 0.08 | 0.00 | 0.07 | 0.00 | 0.13 | 0.00 | 0.00 | 0.00 | 0.03 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.09 | 0.01 | 0.10 | 0.03 | 0.02 | 0.03 | 0.13 | 0.00 | 0.62 | 0.05 | 0.06 | 0.02 | 0.02 | 0.01 | 0.00 | 0.02 | 0.05 | 0.00 | 0.00 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.02 | 0.01 |
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