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 |
GPR65 | ENSG00000140030 | 0.00 | 0.02 | 0.01 | 0.00 | 0.00 | 0.04 | 0.01 | 0.04 | 0.06 | 0.05 | 0.00 | 0.00 | 0.00 | 0.05 | 0.05 | 0.05 | 0.09 | 0.02 | 0.04 | 0.05 | 0.09 | 0.06 | 0.02 | 0.04 | 0.00 | 0.03 | 0.01 | 0.03 | 0.01 | 0.01 | 0.01 | 0.10 | 0.00 | 0.31 | 0.13 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.03 | 0.09 | 0.20 | 0.16 | 0.06 | 0.06 | 0.03 | 0.01 | 0.06 | 0.02 | 0.04 | 0.10 | 0.03 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.10 | 0.01 | 0.07 | 0.03 | 0.01 | 0.01 | 0.06 |
SLC24A4 | ENSG00000140090 | 0.00 | 0.02 | 0.02 | 0.01 | 0.00 | 0.04 | 0.01 | 0.05 | 0.05 | 0.06 | 0.00 | 0.00 | 0.00 | 0.05 | 0.05 | 0.05 | 0.12 | 0.02 | 0.04 | 0.05 | 0.08 | 0.05 | 0.04 | 0.04 | 0.00 | 0.03 | 0.01 | 0.02 | 0.01 | 0.01 | 0.01 | 0.10 | 0.00 | 0.31 | 0.05 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.04 | 0.09 | 0.19 | 0.17 | 0.07 | 0.09 | 0.05 | 0.03 | 0.10 | 0.02 | 0.08 | 0.10 | 0.03 | 0.01 | 0.00 | 0.00 | 0.03 | 0.00 | 0.01 | 0.10 | 0.02 | 0.06 | 0.03 | 0.01 | 0.01 | 0.06 |
SERPINA10 | ENSG00000140093 | 0.00 | 0.02 | 0.01 | 0.00 | 0.00 | 0.04 | 0.02 | 0.04 | 0.04 | 0.06 | 0.00 | 0.00 | 0.00 | 0.05 | 0.03 | 0.06 | 0.11 | 0.02 | 0.05 | 0.04 | 0.07 | 0.06 | 0.03 | 0.05 | 0.00 | 0.03 | 0.01 | 0.02 | 0.01 | 0.01 | 0.02 | 0.10 | 0.00 | 0.31 | 0.05 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.04 | 0.09 | 0.20 | 0.18 | 0.07 | 0.09 | 0.05 | 0.03 | 0.06 | 0.02 | 0.06 | 0.08 | 0.03 | 0.01 | 0.00 | 0.00 | 0.03 | 0.00 | 0.00 | 0.10 | 0.01 | 0.06 | 0.03 | 0.01 | 0.01 | 0.06 |
WARS | ENSG00000140105 | 0.00 | 0.02 | 0.01 | 0.02 | 0.00 | 0.04 | 0.02 | 0.03 | 0.08 | 0.06 | 0.00 | 0.00 | 0.00 | 0.09 | 0.04 | 0.06 | 0.17 | 0.03 | 0.06 | 0.05 | 0.09 | 0.04 | 0.04 | 0.06 | 0.00 | 0.03 | 0.02 | 0.04 | 0.01 | 0.02 | 0.01 | 0.10 | 0.00 | 0.31 | 0.14 | 0.00 | 0.04 | 0.03 | 0.00 | 0.00 | 0.06 | 0.07 | 0.21 | 0.17 | 0.06 | 0.10 | 0.06 | 0.02 | 0.06 | 0.09 | 0.12 | 0.05 | 0.03 | 0.01 | 0.00 | 0.00 | 0.19 | 0.00 | 0.00 | 0.08 | 0.02 | 0.06 | 0.03 | 0.01 | 0.01 | 0.06 |
SLC25A47 | ENSG00000140107 | 0.00 | 0.02 | 0.01 | 0.02 | 0.00 | 0.04 | 0.02 | 0.03 | 0.08 | 0.06 | 0.00 | 0.00 | 0.00 | 0.09 | 0.04 | 0.05 | 0.17 | 0.03 | 0.06 | 0.05 | 0.09 | 0.04 | 0.04 | 0.06 | 0.00 | 0.03 | 0.02 | 0.04 | 0.01 | 0.02 | 0.01 | 0.10 | 0.00 | 0.31 | 0.14 | 0.00 | 0.04 | 0.03 | 0.00 | 0.00 | 0.06 | 0.07 | 0.20 | 0.17 | 0.06 | 0.10 | 0.06 | 0.02 | 0.06 | 0.02 | 0.12 | 0.05 | 0.03 | 0.01 | 0.00 | 0.00 | 0.19 | 0.00 | 0.00 | 0.08 | 0.02 | 0.06 | 0.03 | 0.01 | 0.01 | 0.06 |
SLC12A6 | ENSG00000140199 | 0.01 | 0.00 | 0.00 | 0.02 | 0.14 | 0.00 | 0.02 | 0.05 | 0.03 | 0.08 | 0.00 | 0.00 | 0.01 | 0.37 | 0.02 | 0.10 | 0.04 | 0.10 | 0.03 | 0.04 | 0.07 | 0.08 | 0.02 | 0.07 | 0.01 | 0.07 | 0.01 | 0.05 | 0.00 | 0.04 | 0.01 | 0.02 | 0.00 | 0.07 | 0.02 | 0.08 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.12 | 0.07 | 0.30 | 0.04 | 0.05 | 0.02 | 0.08 | 0.05 | 0.48 | 0.06 | 0.08 | 0.03 | 0.03 | 0.00 | 0.00 | 0.00 | 0.04 | 0.00 | 0.02 | 0.01 | 0.12 | 0.00 | 0.00 | 0.02 | 0.14 |
MFAP1 | ENSG00000140259 | 0.00 | 0.01 | 0.00 | 0.02 | 0.14 | 0.00 | 0.01 | 0.05 | 0.02 | 0.05 | 0.00 | 0.00 | 0.02 | 0.33 | 0.01 | 0.09 | 0.02 | 0.08 | 0.02 | 0.04 | 0.04 | 0.05 | 0.01 | 0.06 | 0.01 | 0.06 | 0.00 | 0.06 | 0.00 | 0.04 | 0.00 | 0.02 | 0.00 | 0.07 | 0.02 | 0.09 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.10 | 0.04 | 0.32 | 0.01 | 0.10 | 0.02 | 0.07 | 0.05 | 0.30 | 0.06 | 0.09 | 0.01 | 0.03 | 0.00 | 0.00 | 0.02 | 0.18 | 0.00 | 0.02 | 0.01 | 0.11 | 0.00 | 0.00 | 0.02 | 0.17 |
DUOX2 | ENSG00000140279 | 0.00 | 0.01 | 0.00 | 0.02 | 0.14 | 0.00 | 0.01 | 0.05 | 0.03 | 0.05 | 0.00 | 0.00 | 0.02 | 0.31 | 0.01 | 0.09 | 0.01 | 0.08 | 0.02 | 0.03 | 0.04 | 0.05 | 0.02 | 0.06 | 0.01 | 0.05 | 0.00 | 0.06 | 0.00 | 0.03 | 0.01 | 0.02 | 0.00 | 0.03 | 0.03 | 0.08 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.10 | 0.04 | 0.29 | 0.01 | 0.09 | 0.00 | 0.07 | 0.05 | 0.26 | 0.08 | 0.09 | 0.01 | 0.03 | 0.00 | 0.00 | 0.02 | 0.14 | 0.00 | 0.03 | 0.00 | 0.11 | 0.00 | 0.00 | 0.02 | 0.15 |
FGF7 | ENSG00000140285 | 0.00 | 0.00 | 0.00 | 0.01 | 0.14 | 0.00 | 0.01 | 0.04 | 0.05 | 0.04 | 0.00 | 0.00 | 0.04 | 0.12 | 0.01 | 0.06 | 0.03 | 0.05 | 0.02 | 0.03 | 0.03 | 0.03 | 0.01 | 0.07 | 0.01 | 0.04 | 0.00 | 0.05 | 0.00 | 0.03 | 0.00 | 0.03 | 0.00 | 0.01 | 0.02 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.08 | 0.05 | 0.23 | 0.00 | 0.10 | 0.00 | 0.07 | 0.08 | 0.26 | 0.10 | 0.06 | 0.01 | 0.03 | 0.00 | 0.00 | 0.02 | 0.05 | 0.00 | 0.03 | 0.00 | 0.10 | 0.00 | 0.00 | 0.03 | 0.12 |
HDC | ENSG00000140287 | 0.00 | 0.00 | 0.00 | 0.01 | 0.14 | 0.00 | 0.01 | 0.04 | 0.05 | 0.03 | 0.00 | 0.00 | 0.07 | 0.11 | 0.01 | 0.05 | 0.03 | 0.05 | 0.03 | 0.02 | 0.03 | 0.02 | 0.01 | 0.07 | 0.01 | 0.03 | 0.00 | 0.05 | 0.00 | 0.02 | 0.02 | 0.02 | 0.00 | 0.01 | 0.02 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.07 | 0.08 | 0.06 | 0.20 | 0.01 | 0.09 | 0.00 | 0.07 | 0.08 | 0.26 | 0.10 | 0.04 | 0.01 | 0.03 | 0.00 | 0.00 | 0.06 | 0.05 | 0.00 | 0.02 | 0.00 | 0.09 | 0.00 | 0.00 | 0.04 | 0.11 |
BCL2A1 | ENSG00000140379 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.02 | 0.01 | 0.01 | 0.03 | 0.03 | 0.00 | 0.00 | 0.11 | 0.02 | 0.03 | 0.01 | 0.09 | 0.01 | 0.04 | 0.02 | 0.09 | 0.03 | 0.10 | 0.02 | 0.03 | 0.01 | 0.03 | 0.00 | 0.05 | 0.01 | 0.05 | 0.03 | 0.05 | 0.01 | 0.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 0.02 | 0.21 | 0.11 | 0.14 | 0.00 | 0.03 | 0.03 | 0.13 | 0.05 | 0.06 | 0.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.00 | 0.01 | 0.01 | 0.01 | 0.02 | 0.00 | 0.00 | 0.16 | 0.00 |
MAN2C1 | ENSG00000140400 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.02 | 0.01 | 0.03 | 0.03 | 0.03 | 0.00 | 0.00 | 0.09 | 0.00 | 0.03 | 0.02 | 0.09 | 0.01 | 0.02 | 0.02 | 0.07 | 0.03 | 0.06 | 0.05 | 0.02 | 0.02 | 0.03 | 0.03 | 0.03 | 0.01 | 0.05 | 0.03 | 0.00 | 0.01 | 0.05 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.08 | 0.03 | 0.16 | 0.16 | 0.12 | 0.01 | 0.03 | 0.04 | 0.17 | 0.07 | 0.05 | 0.06 | 0.00 | 0.00 | 0.00 | 0.01 | 0.06 | 0.15 | 0.01 | 0.01 | 0.01 | 0.04 | 0.00 | 0.00 | 0.13 | 0.03 |
CYP1A1 | ENSG00000140465 | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.02 | 0.01 | 0.03 | 0.04 | 0.02 | 0.00 | 0.00 | 0.09 | 0.00 | 0.05 | 0.02 | 0.06 | 0.02 | 0.02 | 0.03 | 0.07 | 0.03 | 0.05 | 0.03 | 0.02 | 0.02 | 0.03 | 0.03 | 0.03 | 0.02 | 0.04 | 0.03 | 0.00 | 0.01 | 0.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.08 | 0.04 | 0.15 | 0.15 | 0.12 | 0.01 | 0.03 | 0.04 | 0.14 | 0.03 | 0.05 | 0.09 | 0.00 | 0.00 | 0.00 | 0.01 | 0.06 | 0.00 | 0.01 | 0.01 | 0.01 | 0.03 | 0.00 | 0.00 | 0.13 | 0.01 |
ULK3 | ENSG00000140474 | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.02 | 0.01 | 0.03 | 0.04 | 0.02 | 0.00 | 0.00 | 0.09 | 0.00 | 0.03 | 0.02 | 0.07 | 0.02 | 0.02 | 0.03 | 0.08 | 0.03 | 0.05 | 0.04 | 0.02 | 0.02 | 0.03 | 0.03 | 0.03 | 0.02 | 0.04 | 0.03 | 0.00 | 0.01 | 0.12 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.08 | 0.04 | 0.16 | 0.15 | 0.12 | 0.01 | 0.04 | 0.04 | 0.17 | 0.07 | 0.05 | 0.08 | 0.00 | 0.00 | 0.00 | 0.01 | 0.06 | 0.00 | 0.01 | 0.01 | 0.01 | 0.03 | 0.00 | 0.00 | 0.13 | 0.01 |
PCSK6 | ENSG00000140479 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.02 | 0.03 | 0.07 | 0.03 | 0.03 | 0.00 | 0.06 | 0.00 | 0.07 | 0.02 | 0.27 | 0.02 | 0.11 | 0.01 | 0.21 | 0.03 | 0.23 | 0.01 | 0.05 | 0.01 | 0.08 | 0.02 | 0.07 | 0.00 | 0.14 | 0.07 | 0.05 | 0.01 | 0.19 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.21 | 0.04 | 0.45 | 0.08 | 0.17 | 0.02 | 0.07 | 0.02 | 0.14 | 0.04 | 0.29 | 0.09 | 0.01 | 0.01 | 0.00 | 0.00 | 0.06 | 0.00 | 0.03 | 0.01 | 0.02 | 0.02 | 0.00 | 0.00 | 0.20 | 0.03 |
CYP1A2 | ENSG00000140505 | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.02 | 0.01 | 0.03 | 0.04 | 0.02 | 0.00 | 0.00 | 0.09 | 0.00 | 0.05 | 0.02 | 0.06 | 0.02 | 0.02 | 0.03 | 0.07 | 0.03 | 0.05 | 0.03 | 0.02 | 0.02 | 0.03 | 0.03 | 0.03 | 0.02 | 0.05 | 0.03 | 0.00 | 0.01 | 0.05 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.08 | 0.04 | 0.16 | 0.15 | 0.12 | 0.01 | 0.03 | 0.04 | 0.14 | 0.07 | 0.05 | 0.09 | 0.00 | 0.00 | 0.00 | 0.01 | 0.06 | 0.00 | 0.01 | 0.01 | 0.01 | 0.03 | 0.00 | 0.00 | 0.13 | 0.01 |
HAPLN3 | ENSG00000140511 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.02 | 0.02 | 0.02 | 0.04 | 0.02 | 0.03 | 0.00 | 0.06 | 0.00 | 0.05 | 0.01 | 0.19 | 0.00 | 0.05 | 0.02 | 0.16 | 0.02 | 0.21 | 0.01 | 0.04 | 0.01 | 0.10 | 0.00 | 0.06 | 0.01 | 0.06 | 0.04 | 0.05 | 0.01 | 0.05 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.15 | 0.03 | 0.29 | 0.07 | 0.18 | 0.00 | 0.04 | 0.03 | 0.22 | 0.05 | 0.11 | 0.04 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.00 | 0.01 | 0.01 | 0.01 | 0.01 | 0.00 | 0.00 | 0.19 | 0.01 |
RLBP1 | ENSG00000140522 | 0.01 | 0.00 | 0.00 | 0.01 | 0.02 | 0.02 | 0.03 | 0.02 | 0.04 | 0.02 | 0.03 | 0.00 | 0.06 | 0.00 | 0.05 | 0.01 | 0.22 | 0.00 | 0.06 | 0.02 | 0.16 | 0.01 | 0.22 | 0.00 | 0.04 | 0.01 | 0.10 | 0.00 | 0.06 | 0.00 | 0.05 | 0.04 | 0.05 | 0.01 | 0.05 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.15 | 0.02 | 0.31 | 0.08 | 0.19 | 0.00 | 0.04 | 0.03 | 0.26 | 0.05 | 0.10 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.00 | 0.02 | 0.01 | 0.01 | 0.01 | 0.00 | 0.00 | 0.20 | 0.01 |
MFGE8 | ENSG00000140545 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.02 | 0.03 | 0.02 | 0.04 | 0.02 | 0.03 | 0.00 | 0.06 | 0.00 | 0.05 | 0.01 | 0.19 | 0.00 | 0.05 | 0.02 | 0.16 | 0.02 | 0.21 | 0.01 | 0.04 | 0.01 | 0.10 | 0.00 | 0.06 | 0.01 | 0.06 | 0.04 | 0.05 | 0.01 | 0.05 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.15 | 0.03 | 0.29 | 0.07 | 0.18 | 0.00 | 0.04 | 0.03 | 0.22 | 0.05 | 0.11 | 0.04 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.00 | 0.01 | 0.01 | 0.01 | 0.01 | 0.00 | 0.00 | 0.19 | 0.01 |
FURIN | ENSG00000140564 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.02 | 0.02 | 0.04 | 0.03 | 0.03 | 0.00 | 0.06 | 0.00 | 0.06 | 0.01 | 0.20 | 0.00 | 0.06 | 0.02 | 0.22 | 0.01 | 0.25 | 0.01 | 0.05 | 0.01 | 0.10 | 0.00 | 0.06 | 0.00 | 0.07 | 0.05 | 0.05 | 0.01 | 0.07 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.15 | 0.02 | 0.34 | 0.08 | 0.18 | 0.01 | 0.07 | 0.02 | 0.37 | 0.01 | 0.16 | 0.03 | 0.00 | 0.01 | 0.00 | 0.00 | 0.06 | 0.00 | 0.02 | 0.00 | 0.03 | 0.01 | 0.00 | 0.00 | 0.20 | 0.01 |
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