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 |
HNRNPA1 | ENSG00000135486 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.01 | 0.00 | 0.09 | 0.02 | 0.00 | 0.00 | 0.02 | 0.02 | 0.07 | 0.01 | 0.04 | 0.02 | 0.01 | 0.02 | 0.07 | 0.03 | 0.08 | 0.03 | 0.02 | 0.00 | 0.02 | 0.02 | 0.01 | 0.02 | 0.01 | 0.01 | 0.17 | 0.01 | 0.15 | 0.01 | 0.05 | 0.00 | 0.00 | 0.00 | 0.04 | 0.05 | 0.20 | 0.06 | 0.04 | 0.00 | 0.08 | 0.01 | 0.14 | 0.09 | 0.10 | 0.08 | 0.01 | 0.00 | 0.00 | 0.00 | 0.09 | 0.00 | 0.00 | 0.04 | 0.03 | 0.05 | 0.00 | 0.00 | 0.03 | 0.04 |
MIP | ENSG00000135517 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.01 | 0.04 | 0.03 | 0.00 | 0.00 | 0.02 | 0.02 | 0.11 | 0.01 | 0.03 | 0.01 | 0.01 | 0.02 | 0.08 | 0.04 | 0.06 | 0.02 | 0.02 | 0.00 | 0.02 | 0.01 | 0.02 | 0.01 | 0.05 | 0.01 | 0.00 | 0.01 | 0.27 | 0.02 | 0.07 | 0.00 | 0.00 | 0.00 | 0.04 | 0.04 | 0.23 | 0.04 | 0.04 | 0.00 | 0.08 | 0.00 | 0.25 | 0.04 | 0.13 | 0.07 | 0.01 | 0.00 | 0.00 | 0.00 | 0.12 | 0.00 | 0.02 | 0.03 | 0.07 | 0.04 | 0.00 | 0.00 | 0.07 | 0.03 |
KCNH3 | ENSG00000135519 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.05 | 0.03 | 0.00 | 0.00 | 0.00 | 0.04 | 0.05 | 0.01 | 0.02 | 0.02 | 0.01 | 0.03 | 0.06 | 0.03 | 0.03 | 0.04 | 0.02 | 0.00 | 0.02 | 0.01 | 0.00 | 0.05 | 0.01 | 0.01 | 0.09 | 0.01 | 0.15 | 0.00 | 0.00 | 0.03 | 0.00 | 0.00 | 0.03 | 0.05 | 0.09 | 0.06 | 0.03 | 0.01 | 0.05 | 0.01 | 0.13 | 0.11 | 0.15 | 0.09 | 0.02 | 0.00 | 0.00 | 0.01 | 0.12 | 0.03 | 0.00 | 0.04 | 0.02 | 0.04 | 0.00 | 0.00 | 0.05 | 0.04 |
CD164 | ENSG00000135535 | 0.00 | 0.04 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.30 | 0.02 | 0.13 | 0.00 | 0.01 | 0.00 | 0.14 | 0.02 | 0.06 | 0.05 | 0.05 | 0.02 | 0.03 | 0.05 | 0.07 | 0.06 | 0.07 | 0.01 | 0.03 | 0.01 | 0.04 | 0.00 | 0.03 | 0.01 | 0.08 | 0.00 | 0.15 | 0.10 | 0.02 | 0.01 | 0.00 | 0.00 | 0.00 | 0.15 | 0.10 | 0.10 | 0.24 | 0.04 | 0.02 | 0.06 | 0.02 | 0.11 | 0.03 | 0.12 | 0.08 | 0.00 | 0.04 | 0.00 | 0.00 | 0.01 | 0.25 | 0.00 | 0.02 | 0.02 | 0.05 | 0.06 | 0.03 | 0.00 | 0.12 |
TAAR5 | ENSG00000135569 | 0.00 | 0.05 | 0.00 | 0.00 | 0.00 | 0.05 | 0.01 | 0.01 | 0.07 | 0.05 | 0.00 | 0.01 | 0.00 | 0.14 | 0.03 | 0.04 | 0.05 | 0.03 | 0.05 | 0.01 | 0.10 | 0.02 | 0.08 | 0.02 | 0.02 | 0.01 | 0.04 | 0.03 | 0.00 | 0.02 | 0.01 | 0.08 | 0.00 | 0.10 | 0.04 | 0.04 | 0.00 | 0.01 | 0.00 | 0.00 | 0.10 | 0.05 | 0.06 | 0.28 | 0.01 | 0.02 | 0.05 | 0.03 | 0.08 | 0.03 | 0.30 | 0.05 | 0.01 | 0.04 | 0.00 | 0.00 | 0.00 | 0.15 | 0.00 | 0.05 | 0.00 | 0.10 | 0.00 | 0.09 | 0.01 | 0.12 |
NMBR | ENSG00000135577 | 0.00 | 0.06 | 0.00 | 0.01 | 0.00 | 0.08 | 0.01 | 0.02 | 0.06 | 0.06 | 0.00 | 0.01 | 0.00 | 0.17 | 0.02 | 0.04 | 0.05 | 0.03 | 0.05 | 0.03 | 0.13 | 0.02 | 0.12 | 0.02 | 0.02 | 0.01 | 0.04 | 0.01 | 0.00 | 0.02 | 0.00 | 0.09 | 0.00 | 0.16 | 0.14 | 0.03 | 0.00 | 0.02 | 0.00 | 0.00 | 0.10 | 0.06 | 0.06 | 0.33 | 0.01 | 0.06 | 0.05 | 0.03 | 0.11 | 0.03 | 0.38 | 0.03 | 0.01 | 0.04 | 0.00 | 0.00 | 0.00 | 0.07 | 0.00 | 0.05 | 0.00 | 0.11 | 0.00 | 0.05 | 0.02 | 0.14 |
SMPD2 | ENSG00000135587 | 0.00 | 0.04 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.30 | 0.02 | 0.13 | 0.00 | 0.01 | 0.00 | 0.14 | 0.03 | 0.06 | 0.05 | 0.05 | 0.02 | 0.03 | 0.04 | 0.07 | 0.05 | 0.07 | 0.01 | 0.03 | 0.01 | 0.04 | 0.00 | 0.03 | 0.01 | 0.08 | 0.00 | 0.15 | 0.15 | 0.02 | 0.01 | 0.00 | 0.00 | 0.00 | 0.14 | 0.10 | 0.10 | 0.24 | 0.04 | 0.02 | 0.06 | 0.02 | 0.11 | 0.03 | 0.12 | 0.08 | 0.00 | 0.04 | 0.00 | 0.00 | 0.01 | 0.25 | 0.00 | 0.02 | 0.02 | 0.05 | 0.00 | 0.03 | 0.01 | 0.12 |
PRADC1 | ENSG00000135617 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.03 | 0.11 | 0.01 | 0.00 | 0.00 | 0.00 | 0.05 | 0.03 | 0.01 | 0.13 | 0.01 | 0.04 | 0.00 | 0.07 | 0.01 | 0.03 | 0.01 | 0.00 | 0.01 | 0.01 | 0.01 | 0.00 | 0.01 | 0.02 | 0.02 | 0.00 | 0.02 | 0.03 | 0.02 | 0.01 | 0.01 | 0.00 | 0.00 | 0.05 | 0.01 | 0.15 | 0.04 | 0.03 | 0.00 | 0.04 | 0.01 | 0.10 | 0.02 | 0.05 | 0.05 | 0.03 | 0.04 | 0.00 | 0.00 | 0.04 | 0.02 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.01 |
KLHL36 | ENSG00000135686 | 0.01 | 0.00 | 0.00 | 0.04 | 0.00 | 0.08 | 0.00 | 0.28 | 0.08 | 0.05 | 0.00 | 0.00 | 0.00 | 0.17 | 0.01 | 0.09 | 0.03 | 0.08 | 0.03 | 0.04 | 0.06 | 0.04 | 0.04 | 0.04 | 0.01 | 0.03 | 0.02 | 0.04 | 0.02 | 0.02 | 0.00 | 0.06 | 0.05 | 0.01 | 0.06 | 0.05 | 0.00 | 0.01 | 0.00 | 0.01 | 0.04 | 0.08 | 0.04 | 0.33 | 0.03 | 0.04 | 0.01 | 0.08 | 0.01 | 0.27 | 0.07 | 0.07 | 0.00 | 0.10 | 0.01 | 0.05 | 0.03 | 0.00 | 0.00 | 0.01 | 0.02 | 0.04 | 0.00 | 0.00 | 0.02 | 0.09 |
AGT | ENSG00000135744 | 0.01 | 0.02 | 0.01 | 0.01 | 0.00 | 0.00 | 0.01 | 0.09 | 0.12 | 0.04 | 0.02 | 0.02 | 0.05 | 0.03 | 0.09 | 0.01 | 0.12 | 0.02 | 0.05 | 0.00 | 0.21 | 0.04 | 0.10 | 0.01 | 0.03 | 0.03 | 0.04 | 0.02 | 0.01 | 0.01 | 0.16 | 0.01 | 0.23 | 0.02 | 0.04 | 0.00 | 0.01 | 0.04 | 0.00 | 0.00 | 0.24 | 0.02 | 0.43 | 0.07 | 0.08 | 0.01 | 0.09 | 0.01 | 0.28 | 0.00 | 0.02 | 0.23 | 0.04 | 0.04 | 0.02 | 0.00 | 0.02 | 0.15 | 0.00 | 0.02 | 0.04 | 0.04 | 0.09 | 0.03 | 0.15 | 0.03 |
ABCB10 | ENSG00000135776 | 0.01 | 0.02 | 0.01 | 0.01 | 0.00 | 0.00 | 0.01 | 0.09 | 0.10 | 0.04 | 0.02 | 0.02 | 0.05 | 0.03 | 0.08 | 0.01 | 0.12 | 0.01 | 0.07 | 0.00 | 0.19 | 0.04 | 0.11 | 0.01 | 0.03 | 0.02 | 0.06 | 0.00 | 0.01 | 0.01 | 0.16 | 0.02 | 0.23 | 0.02 | 0.04 | 0.00 | 0.01 | 0.04 | 0.00 | 0.00 | 0.23 | 0.02 | 0.45 | 0.06 | 0.08 | 0.02 | 0.08 | 0.02 | 0.23 | 0.00 | 0.05 | 0.24 | 0.04 | 0.04 | 0.02 | 0.00 | 0.02 | 0.15 | 0.00 | 0.02 | 0.02 | 0.05 | 0.09 | 0.03 | 0.13 | 0.03 |
RNASEL | ENSG00000135828 | 0.02 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.03 | 0.21 | 0.02 | 0.02 | 0.00 | 0.10 | 0.03 | 0.11 | 0.00 | 0.14 | 0.01 | 0.03 | 0.00 | 0.15 | 0.02 | 0.10 | 0.00 | 0.03 | 0.00 | 0.12 | 0.00 | 0.04 | 0.00 | 0.15 | 0.01 | 0.17 | 0.01 | 0.02 | 0.04 | 0.02 | 0.00 | 0.01 | 0.00 | 0.16 | 0.01 | 0.35 | 0.03 | 0.08 | 0.01 | 0.08 | 0.00 | 0.27 | 0.00 | 0.22 | 0.03 | 0.07 | 0.00 | 0.01 | 0.00 | 0.30 | 0.02 | 0.01 | 0.00 | 0.02 | 0.01 | 0.02 | 0.00 | 0.13 | 0.02 |
GPR55 | ENSG00000135898 | 0.01 | 0.08 | 0.04 | 0.04 | 0.00 | 0.05 | 0.02 | 0.03 | 0.00 | 0.32 | 0.00 | 0.03 | 0.00 | 0.07 | 0.04 | 0.04 | 0.02 | 0.19 | 0.01 | 0.18 | 0.04 | 0.15 | 0.04 | 0.04 | 0.02 | 0.03 | 0.02 | 0.03 | 0.07 | 0.01 | 0.04 | 0.05 | 0.05 | 0.01 | 0.03 | 0.05 | 0.00 | 0.01 | 0.00 | 0.01 | 0.02 | 0.09 | 0.15 | 0.19 | 0.02 | 0.37 | 0.04 | 0.05 | 0.13 | 0.06 | 0.04 | 0.37 | 0.04 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.07 | 0.01 | 0.01 | 0.01 | 0.08 | 0.01 | 0.08 |
HTR2B | ENSG00000135914 | 0.01 | 0.08 | 0.04 | 0.04 | 0.00 | 0.05 | 0.01 | 0.03 | 0.00 | 0.32 | 0.00 | 0.03 | 0.00 | 0.07 | 0.04 | 0.04 | 0.02 | 0.19 | 0.01 | 0.18 | 0.05 | 0.15 | 0.03 | 0.05 | 0.02 | 0.04 | 0.02 | 0.03 | 0.07 | 0.01 | 0.03 | 0.05 | 0.05 | 0.01 | 0.03 | 0.05 | 0.02 | 0.01 | 0.00 | 0.01 | 0.03 | 0.08 | 0.15 | 0.20 | 0.02 | 0.37 | 0.04 | 0.05 | 0.13 | 0.06 | 0.05 | 0.36 | 0.04 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.07 | 0.01 | 0.01 | 0.01 | 0.08 | 0.02 | 0.08 |
SLC19A3 | ENSG00000135917 | 0.01 | 0.07 | 0.04 | 0.04 | 0.00 | 0.05 | 0.01 | 0.02 | 0.00 | 0.33 | 0.00 | 0.03 | 0.00 | 0.10 | 0.03 | 0.04 | 0.01 | 0.19 | 0.01 | 0.18 | 0.05 | 0.14 | 0.05 | 0.03 | 0.02 | 0.02 | 0.04 | 0.02 | 0.05 | 0.02 | 0.04 | 0.05 | 0.00 | 0.04 | 0.03 | 0.03 | 0.00 | 0.01 | 0.00 | 0.01 | 0.03 | 0.09 | 0.17 | 0.18 | 0.01 | 0.35 | 0.02 | 0.06 | 0.17 | 0.06 | 0.10 | 0.26 | 0.06 | 0.03 | 0.00 | 0.00 | 0.00 | 0.03 | 0.00 | 0.05 | 0.00 | 0.01 | 0.02 | 0.05 | 0.02 | 0.07 |
WNT10A | ENSG00000135925 | 0.01 | 0.06 | 0.04 | 0.04 | 0.00 | 0.03 | 0.01 | 0.02 | 0.01 | 0.27 | 0.00 | 0.01 | 0.00 | 0.10 | 0.02 | 0.03 | 0.04 | 0.19 | 0.00 | 0.18 | 0.03 | 0.11 | 0.06 | 0.04 | 0.02 | 0.01 | 0.02 | 0.02 | 0.05 | 0.03 | 0.03 | 0.04 | 0.00 | 0.01 | 0.04 | 0.02 | 0.01 | 0.00 | 0.00 | 0.01 | 0.04 | 0.06 | 0.18 | 0.15 | 0.04 | 0.34 | 0.06 | 0.04 | 0.19 | 0.05 | 0.08 | 0.19 | 0.08 | 0.01 | 0.00 | 0.00 | 0.00 | 0.04 | 0.01 | 0.02 | 0.01 | 0.00 | 0.02 | 0.02 | 0.03 | 0.03 |
MFSD9 | ENSG00000135953 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.01 | 0.09 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.03 | 0.02 | 0.10 | 0.01 | 0.07 | 0.01 | 0.18 | 0.02 | 0.07 | 0.02 | 0.00 | 0.00 | 0.02 | 0.00 | 0.01 | 0.01 | 0.01 | 0.02 | 0.00 | 0.01 | 0.03 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.02 | 0.14 | 0.07 | 0.03 | 0.01 | 0.04 | 0.01 | 0.09 | 0.00 | 0.14 | 0.04 | 0.02 | 0.01 | 0.00 | 0.00 | 0.00 | 0.03 | 0.00 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.02 | 0.00 |
EDAR | ENSG00000135960 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.03 | 0.05 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.01 | 0.09 | 0.01 | 0.07 | 0.01 | 0.17 | 0.01 | 0.08 | 0.01 | 0.01 | 0.01 | 0.01 | 0.00 | 0.00 | 0.01 | 0.00 | 0.03 | 0.00 | 0.01 | 0.02 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.03 | 0.09 | 0.11 | 0.04 | 0.02 | 0.04 | 0.01 | 0.06 | 0.00 | 0.16 | 0.03 | 0.02 | 0.01 | 0.00 | 0.00 | 0.04 | 0.05 | 0.00 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.02 | 0.01 |
GPR45 | ENSG00000135973 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.02 | 0.04 | 0.02 | 0.00 | 0.00 | 0.00 | 0.02 | 0.05 | 0.01 | 0.08 | 0.02 | 0.07 | 0.01 | 0.22 | 0.01 | 0.09 | 0.02 | 0.00 | 0.01 | 0.03 | 0.00 | 0.00 | 0.01 | 0.01 | 0.03 | 0.00 | 0.01 | 0.04 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.03 | 0.10 | 0.08 | 0.02 | 0.02 | 0.04 | 0.02 | 0.09 | 0.00 | 0.10 | 0.02 | 0.02 | 0.01 | 0.00 | 0.00 | 0.00 | 0.05 | 0.00 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.01 | 0.01 |
ALDH1L2 | ENSG00000136010 | 0.01 | 0.01 | 0.02 | 0.00 | 0.06 | 0.02 | 0.04 | 0.03 | 0.06 | 0.03 | 0.00 | 0.00 | 0.04 | 0.02 | 0.02 | 0.05 | 0.02 | 0.04 | 0.01 | 0.03 | 0.04 | 0.04 | 0.04 | 0.04 | 0.00 | 0.01 | 0.02 | 0.03 | 0.00 | 0.06 | 0.03 | 0.04 | 0.00 | 0.22 | 0.01 | 0.02 | 0.00 | 0.03 | 0.00 | 0.00 | 0.03 | 0.08 | 0.07 | 0.22 | 0.01 | 0.01 | 0.02 | 0.04 | 0.02 | 0.11 | 0.14 | 0.04 | 0.00 | 0.01 | 0.00 | 0.00 | 0.10 | 0.00 | 0.01 | 0.02 | 0.03 | 0.01 | 0.00 | 0.00 | 0.01 | 0.08 |
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