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 |
ULBP1 | ENSG00000111981 | 0.00 | 0.06 | 0.00 | 0.01 | 0.00 | 0.05 | 0.01 | 0.03 | 0.04 | 0.08 | 0.00 | 0.03 | 0.00 | 0.17 | 0.01 | 0.06 | 0.06 | 0.05 | 0.03 | 0.04 | 0.08 | 0.05 | 0.09 | 0.05 | 0.02 | 0.01 | 0.04 | 0.03 | 0.00 | 0.04 | 0.01 | 0.11 | 0.00 | 0.16 | 0.11 | 0.03 | 0.00 | 0.02 | 0.00 | 0.00 | 0.11 | 0.07 | 0.03 | 0.41 | 0.01 | 0.07 | 0.02 | 0.04 | 0.08 | 0.03 | 0.33 | 0.03 | 0.01 | 0.04 | 0.00 | 0.00 | 0.00 | 0.09 | 0.00 | 0.05 | 0.00 | 0.09 | 0.03 | 0.06 | 0.02 | 0.13 |
TULP1 | ENSG00000112041 | 0.00 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.01 | 0.01 | 0.07 | 0.04 | 0.00 | 0.00 | 0.03 | 0.01 | 0.08 | 0.01 | 0.03 | 0.05 | 0.03 | 0.03 | 0.12 | 0.04 | 0.07 | 0.03 | 0.03 | 0.01 | 0.05 | 0.01 | 0.04 | 0.01 | 0.06 | 0.01 | 0.05 | 0.03 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.08 | 0.03 | 0.26 | 0.05 | 0.07 | 0.01 | 0.04 | 0.01 | 0.36 | 0.07 | 0.10 | 0.07 | 0.04 | 0.01 | 0.00 | 0.00 | 0.08 | 0.00 | 0.01 | 0.00 | 0.02 | 0.00 | 0.10 | 0.00 | 0.09 | 0.00 |
SLC26A8 | ENSG00000112053 | 0.00 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.01 | 0.01 | 0.08 | 0.04 | 0.00 | 0.00 | 0.02 | 0.01 | 0.08 | 0.01 | 0.03 | 0.05 | 0.03 | 0.03 | 0.15 | 0.04 | 0.07 | 0.03 | 0.03 | 0.01 | 0.06 | 0.01 | 0.09 | 0.01 | 0.06 | 0.03 | 0.05 | 0.03 | 0.07 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.07 | 0.03 | 0.25 | 0.05 | 0.08 | 0.00 | 0.05 | 0.01 | 0.22 | 0.07 | 0.13 | 0.07 | 0.05 | 0.01 | 0.00 | 0.00 | 0.08 | 0.00 | 0.01 | 0.00 | 0.03 | 0.00 | 0.10 | 0.00 | 0.09 | 0.01 |
SOD2 | ENSG00000112096 | 0.00 | 0.06 | 0.00 | 0.01 | 0.00 | 0.05 | 0.00 | 0.05 | 0.02 | 0.08 | 0.00 | 0.02 | 0.00 | 0.17 | 0.02 | 0.06 | 0.07 | 0.06 | 0.03 | 0.04 | 0.08 | 0.06 | 0.07 | 0.07 | 0.02 | 0.01 | 0.03 | 0.03 | 0.00 | 0.03 | 0.01 | 0.12 | 0.00 | 0.18 | 0.09 | 0.03 | 0.00 | 0.02 | 0.00 | 0.00 | 0.05 | 0.12 | 0.07 | 0.44 | 0.00 | 0.10 | 0.03 | 0.04 | 0.08 | 0.05 | 0.21 | 0.05 | 0.01 | 0.05 | 0.00 | 0.00 | 0.06 | 0.02 | 0.00 | 0.05 | 0.00 | 0.09 | 0.06 | 0.06 | 0.02 | 0.15 |
IL17F | ENSG00000112116 | 0.00 | 0.00 | 0.02 | 0.02 | 0.00 | 0.00 | 0.01 | 0.01 | 0.10 | 0.04 | 0.00 | 0.00 | 0.00 | 0.03 | 0.08 | 0.01 | 0.22 | 0.03 | 0.08 | 0.02 | 0.29 | 0.03 | 0.16 | 0.01 | 0.03 | 0.01 | 0.11 | 0.02 | 0.01 | 0.01 | 0.09 | 0.00 | 0.00 | 0.01 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.11 | 0.02 | 0.17 | 0.06 | 0.09 | 0.03 | 0.06 | 0.01 | 0.20 | 0.03 | 0.09 | 0.04 | 0.01 | 0.00 | 0.00 | 0.00 | 0.09 | 0.02 | 0.01 | 0.00 | 0.01 | 0.02 | 0.01 | 0.00 | 0.04 | 0.02 |
CD83 | ENSG00000112149 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.01 | 0.38 | 0.04 | 0.00 | 0.01 | 0.01 | 0.02 | 0.08 | 0.01 | 0.09 | 0.08 | 0.05 | 0.05 | 0.09 | 0.17 | 0.03 | 0.08 | 0.02 | 0.03 | 0.01 | 0.03 | 0.00 | 0.07 | 0.14 | 0.01 | 0.06 | 0.03 | 0.01 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.17 | 0.04 | 0.51 | 0.05 | 0.09 | 0.05 | 0.06 | 0.02 | 0.25 | 0.02 | 0.08 | 0.13 | 0.04 | 0.03 | 0.00 | 0.00 | 0.05 | 0.04 | 0.01 | 0.02 | 0.01 | 0.01 | 0.25 | 0.00 | 0.23 | 0.00 |
GLP1R | ENSG00000112164 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.12 | 0.03 | 0.01 | 0.00 | 0.02 | 0.02 | 0.10 | 0.02 | 0.08 | 0.04 | 0.04 | 0.03 | 0.26 | 0.03 | 0.13 | 0.02 | 0.05 | 0.01 | 0.08 | 0.00 | 0.01 | 0.01 | 0.05 | 0.02 | 0.05 | 0.03 | 0.03 | 0.00 | 0.02 | 0.00 | 0.00 | 0.00 | 0.10 | 0.03 | 0.30 | 0.05 | 0.05 | 0.01 | 0.03 | 0.01 | 0.09 | 0.03 | 0.11 | 0.05 | 0.05 | 0.01 | 0.00 | 0.00 | 0.11 | 0.00 | 0.02 | 0.00 | 0.02 | 0.00 | 0.09 | 0.00 | 0.05 | 0.00 |
TSPO2 | ENSG00000112212 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.02 | 0.01 | 0.14 | 0.03 | 0.01 | 0.00 | 0.02 | 0.03 | 0.14 | 0.01 | 0.09 | 0.05 | 0.06 | 0.02 | 0.42 | 0.02 | 0.25 | 0.01 | 0.10 | 0.00 | 0.10 | 0.00 | 0.03 | 0.00 | 0.07 | 0.00 | 0.05 | 0.03 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.10 | 0.03 | 0.29 | 0.05 | 0.05 | 0.01 | 0.03 | 0.01 | 0.06 | 0.03 | 0.19 | 0.03 | 0.05 | 0.01 | 0.00 | 0.00 | 0.14 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.04 | 0.00 | 0.04 | 0.00 |
GPR63 | ENSG00000112218 | 0.00 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.32 | 0.03 | 0.10 | 0.00 | 0.00 | 0.02 | 0.08 | 0.01 | 0.05 | 0.03 | 0.05 | 0.02 | 0.03 | 0.01 | 0.10 | 0.03 | 0.07 | 0.00 | 0.03 | 0.01 | 0.02 | 0.00 | 0.03 | 0.01 | 0.06 | 0.00 | 0.08 | 0.04 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.10 | 0.13 | 0.15 | 0.01 | 0.01 | 0.02 | 0.01 | 0.03 | 0.05 | 0.10 | 0.12 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.24 | 0.00 | 0.01 | 0.00 | 0.05 | 0.05 | 0.03 | 0.02 | 0.06 |
PTP4A1 | ENSG00000112245 | 0.01 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.01 | 0.04 | 0.12 | 0.06 | 0.00 | 0.00 | 0.02 | 0.04 | 0.09 | 0.04 | 0.26 | 0.02 | 0.14 | 0.01 | 0.23 | 0.03 | 0.17 | 0.04 | 0.04 | 0.01 | 0.07 | 0.00 | 0.01 | 0.01 | 0.17 | 0.02 | 0.04 | 0.08 | 0.05 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.11 | 0.04 | 0.20 | 0.06 | 0.06 | 0.01 | 0.05 | 0.00 | 0.08 | 0.02 | 0.08 | 0.05 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 0.00 | 0.01 | 0.01 | 0.03 | 0.05 | 0.00 | 0.17 | 0.02 |
HDGFL1 | ENSG00000112273 | 0.00 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.02 | 0.93 | 0.01 | 0.00 | 0.01 | 0.01 | 0.02 | 0.08 | 0.01 | 0.08 | 0.06 | 0.02 | 0.06 | 0.17 | 0.14 | 0.04 | 0.06 | 0.03 | 0.03 | 0.02 | 0.03 | 0.02 | 0.06 | 0.15 | 0.01 | 0.06 | 0.03 | 0.06 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.16 | 0.03 | 0.46 | 0.04 | 0.09 | 0.05 | 0.05 | 0.02 | 0.21 | 0.02 | 0.05 | 0.10 | 0.02 | 0.01 | 0.00 | 0.00 | 0.05 | 0.01 | 0.02 | 0.02 | 0.02 | 0.01 | 0.21 | 0.00 | 0.17 | 0.00 |
GMNN | ENSG00000112312 | 0.00 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.02 | 0.01 | 0.32 | 0.02 | 0.00 | 0.01 | 0.01 | 0.05 | 0.06 | 0.02 | 0.08 | 0.05 | 0.02 | 0.05 | 0.13 | 0.11 | 0.05 | 0.06 | 0.04 | 0.03 | 0.02 | 0.03 | 0.03 | 0.04 | 0.12 | 0.01 | 0.06 | 0.03 | 0.01 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.13 | 0.03 | 0.40 | 0.05 | 0.09 | 0.05 | 0.05 | 0.02 | 0.20 | 0.02 | 0.04 | 0.09 | 0.02 | 0.01 | 0.00 | 0.00 | 0.05 | 0.01 | 0.01 | 0.02 | 0.03 | 0.01 | 0.18 | 0.00 | 0.15 | 0.01 |
NR2E1 | ENSG00000112333 | 0.00 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.30 | 0.05 | 0.13 | 0.00 | 0.01 | 0.00 | 0.14 | 0.02 | 0.06 | 0.04 | 0.05 | 0.02 | 0.03 | 0.04 | 0.07 | 0.09 | 0.07 | 0.01 | 0.03 | 0.01 | 0.02 | 0.00 | 0.03 | 0.01 | 0.09 | 0.00 | 0.15 | 0.05 | 0.02 | 0.00 | 0.01 | 0.00 | 0.00 | 0.18 | 0.10 | 0.11 | 0.23 | 0.04 | 0.02 | 0.05 | 0.02 | 0.09 | 0.03 | 0.06 | 0.08 | 0.00 | 0.04 | 0.01 | 0.00 | 0.00 | 0.26 | 0.00 | 0.02 | 0.04 | 0.04 | 0.04 | 0.00 | 0.00 | 0.13 |
SLC17A2 | ENSG00000112337 | 0.00 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.01 | 0.27 | 0.02 | 0.00 | 0.01 | 0.02 | 0.03 | 0.07 | 0.02 | 0.07 | 0.06 | 0.02 | 0.04 | 0.10 | 0.11 | 0.04 | 0.04 | 0.03 | 0.03 | 0.04 | 0.03 | 0.03 | 0.03 | 0.11 | 0.02 | 0.06 | 0.08 | 0.01 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.14 | 0.02 | 0.38 | 0.05 | 0.09 | 0.04 | 0.05 | 0.01 | 0.20 | 0.02 | 0.04 | 0.07 | 0.01 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.01 | 0.01 | 0.01 | 0.00 | 0.16 | 0.00 | 0.16 | 0.01 |
OR12D3 | ENSG00000112462 | 0.01 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.00 | 0.16 | 0.02 | 0.00 | 0.00 | 0.02 | 0.02 | 0.08 | 0.02 | 0.07 | 0.06 | 0.03 | 0.04 | 0.13 | 0.08 | 0.08 | 0.05 | 0.04 | 0.02 | 0.06 | 0.01 | 0.04 | 0.02 | 0.10 | 0.01 | 0.06 | 0.03 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.09 | 0.02 | 0.31 | 0.05 | 0.09 | 0.04 | 0.03 | 0.01 | 0.26 | 0.02 | 0.03 | 0.05 | 0.01 | 0.01 | 0.00 | 0.00 | 0.05 | 0.10 | 0.01 | 0.01 | 0.00 | 0.01 | 0.13 | 0.00 | 0.14 | 0.01 |
SLC39A7 | ENSG00000112473 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.00 | 0.06 | 0.04 | 0.00 | 0.00 | 0.02 | 0.02 | 0.07 | 0.01 | 0.05 | 0.05 | 0.02 | 0.04 | 0.14 | 0.04 | 0.08 | 0.04 | 0.03 | 0.02 | 0.06 | 0.01 | 0.01 | 0.02 | 0.07 | 0.01 | 0.05 | 0.03 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.08 | 0.02 | 0.27 | 0.05 | 0.09 | 0.01 | 0.04 | 0.01 | 0.05 | 0.01 | 0.03 | 0.07 | 0.00 | 0.01 | 0.00 | 0.00 | 0.05 | 0.06 | 0.01 | 0.00 | 0.01 | 0.01 | 0.11 | 0.00 | 0.11 | 0.01 |
CCR6 | ENSG00000112486 | 0.00 | 0.06 | 0.00 | 0.02 | 0.00 | 0.05 | 0.00 | 0.05 | 0.03 | 0.11 | 0.00 | 0.01 | 0.02 | 0.09 | 0.02 | 0.06 | 0.08 | 0.07 | 0.04 | 0.04 | 0.12 | 0.05 | 0.10 | 0.08 | 0.02 | 0.02 | 0.03 | 0.03 | 0.00 | 0.03 | 0.03 | 0.13 | 0.00 | 0.18 | 0.10 | 0.08 | 0.00 | 0.04 | 0.01 | 0.00 | 0.07 | 0.13 | 0.07 | 0.45 | 0.00 | 0.09 | 0.03 | 0.05 | 0.20 | 0.06 | 0.21 | 0.07 | 0.01 | 0.06 | 0.00 | 0.00 | 0.11 | 0.02 | 0.00 | 0.04 | 0.00 | 0.12 | 0.00 | 0.06 | 0.04 | 0.15 |
SLC22A2 | ENSG00000112499 | 0.00 | 0.06 | 0.00 | 0.01 | 0.00 | 0.05 | 0.00 | 0.04 | 0.02 | 0.08 | 0.00 | 0.02 | 0.00 | 0.20 | 0.02 | 0.07 | 0.07 | 0.05 | 0.03 | 0.04 | 0.09 | 0.05 | 0.06 | 0.07 | 0.02 | 0.01 | 0.03 | 0.02 | 0.00 | 0.03 | 0.02 | 0.12 | 0.00 | 0.18 | 0.14 | 0.03 | 0.00 | 0.02 | 0.01 | 0.00 | 0.06 | 0.12 | 0.07 | 0.44 | 0.00 | 0.10 | 0.03 | 0.04 | 0.08 | 0.05 | 0.20 | 0.05 | 0.01 | 0.05 | 0.00 | 0.00 | 0.06 | 0.02 | 0.00 | 0.05 | 0.00 | 0.11 | 0.06 | 0.06 | 0.01 | 0.15 |
PHF1 | ENSG00000112511 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.01 | 0.06 | 0.04 | 0.00 | 0.00 | 0.02 | 0.02 | 0.07 | 0.01 | 0.03 | 0.06 | 0.02 | 0.04 | 0.13 | 0.06 | 0.05 | 0.04 | 0.03 | 0.02 | 0.06 | 0.01 | 0.00 | 0.02 | 0.06 | 0.01 | 0.05 | 0.03 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.08 | 0.02 | 0.26 | 0.05 | 0.09 | 0.01 | 0.05 | 0.01 | 0.05 | 0.01 | 0.02 | 0.07 | 0.00 | 0.01 | 0.00 | 0.00 | 0.05 | 0.03 | 0.02 | 0.00 | 0.01 | 0.01 | 0.11 | 0.00 | 0.10 | 0.01 |
WISP3 | ENSG00000112761 | 0.00 | 0.04 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.28 | 0.02 | 0.12 | 0.00 | 0.01 | 0.00 | 0.14 | 0.02 | 0.05 | 0.05 | 0.04 | 0.02 | 0.03 | 0.04 | 0.08 | 0.05 | 0.07 | 0.01 | 0.03 | 0.02 | 0.04 | 0.00 | 0.04 | 0.00 | 0.08 | 0.00 | 0.12 | 0.10 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 0.09 | 0.08 | 0.25 | 0.01 | 0.02 | 0.06 | 0.02 | 0.17 | 0.02 | 0.21 | 0.06 | 0.00 | 0.04 | 0.00 | 0.00 | 0.01 | 0.21 | 0.01 | 0.02 | 0.01 | 0.07 | 0.05 | 0.03 | 0.01 | 0.14 |
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