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 |
PHRF1 | ENSG00000070047 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.03 | 0.01 | 0.02 | 0.01 | 0.14 | 0.00 | 0.00 | 0.02 | 0.05 | 0.03 | 0.08 | 0.02 | 0.16 | 0.03 | 0.07 | 0.03 | 0.15 | 0.04 | 0.07 | 0.01 | 0.03 | 0.01 | 0.03 | 0.03 | 0.06 | 0.07 | 0.04 | 0.03 | 0.01 | 0.04 | 0.10 | 0.02 | 0.06 | 0.00 | 0.00 | 0.03 | 0.13 | 0.06 | 0.50 | 0.01 | 0.07 | 0.05 | 0.09 | 0.18 | 0.18 | 0.03 | 0.23 | 0.02 | 0.07 | 0.00 | 0.00 | 0.05 | 0.00 | 0.01 | 0.11 | 0.01 | 0.07 | 0.00 | 0.00 | 0.02 | 0.03 |
LRIG3 | ENSG00000139263 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.14 | 0.03 | 0.00 | 0.00 | 0.01 | 0.07 | 0.19 | 0.01 | 0.06 | 0.01 | 0.04 | 0.02 | 0.11 | 0.03 | 0.08 | 0.02 | 0.01 | 0.01 | 0.04 | 0.02 | 0.03 | 0.02 | 0.04 | 0.01 | 0.26 | 0.01 | 0.37 | 0.02 | 0.05 | 0.00 | 0.00 | 0.00 | 0.08 | 0.03 | 0.15 | 0.05 | 0.03 | 0.00 | 0.02 | 0.00 | 0.17 | 0.04 | 0.42 | 0.05 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 0.02 | 0.03 | 0.02 | 0.29 | 0.06 | 0.00 | 0.00 | 0.19 | 0.03 |
EGFL6 | ENSG00000198759 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.03 | 0.00 | 0.05 | 0.04 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.05 | 0.08 | 0.05 | 0.02 | 0.02 | 0.07 | 0.03 | 0.06 | 0.03 | 0.02 | 0.01 | 0.13 | 0.02 | 0.02 | 0.01 | 0.02 | 0.02 | 0.00 | 0.01 | 0.02 | 0.01 | 0.01 | 0.00 | 0.01 | 0.00 | 0.05 | 0.03 | 0.15 | 0.18 | 0.06 | 0.00 | 0.04 | 0.02 | 0.10 | 0.10 | 0.09 | 0.06 | 0.06 | 0.01 | 0.00 | 0.00 | 0.00 | 0.04 | 0.02 | 0.01 | 0.02 | 0.00 | 0.00 | 0.00 | 0.05 | 0.02 |
TGFB1 | ENSG00000105329 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.02 | 0.01 | 0.04 | 0.14 | 0.03 | 0.00 | 0.00 | 0.05 | 0.05 | 0.09 | 0.04 | 0.16 | 0.07 | 0.02 | 0.03 | 0.03 | 0.05 | 0.05 | 0.03 | 0.03 | 0.01 | 0.01 | 0.02 | 0.03 | 0.03 | 0.03 | 0.03 | 0.12 | 0.01 | 0.05 | 0.04 | 0.00 | 0.02 | 0.00 | 0.00 | 0.05 | 0.05 | 0.17 | 0.26 | 0.10 | 0.04 | 0.05 | 0.04 | 0.23 | 0.17 | 0.26 | 0.10 | 0.00 | 0.04 | 0.01 | 0.00 | 0.05 | 0.00 | 0.02 | 0.08 | 0.01 | 0.08 | 0.00 | 0.00 | 0.03 | 0.02 |
MBTD1 | ENSG00000011258 | 0.01 | 0.00 | 0.05 | 0.00 | 0.00 | 0.00 | 0.03 | 0.02 | 0.14 | 0.01 | 0.01 | 0.00 | 0.11 | 0.00 | 0.10 | 0.01 | 0.12 | 0.01 | 0.02 | 0.01 | 0.17 | 0.00 | 0.11 | 0.01 | 0.03 | 0.01 | 0.07 | 0.03 | 0.06 | 0.04 | 0.07 | 0.01 | 0.02 | 0.01 | 0.05 | 0.03 | 0.01 | 0.01 | 0.00 | 0.00 | 0.47 | 0.03 | 0.17 | 0.03 | 0.08 | 0.00 | 0.09 | 0.02 | 0.19 | 0.02 | 0.13 | 0.01 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.01 | 0.03 | 0.00 | 0.03 | 0.03 | 0.17 | 0.01 |
ADCK2 | ENSG00000133597 | 0.02 | 0.01 | 0.06 | 0.00 | 0.05 | 0.02 | 0.04 | 0.02 | 0.05 | 0.04 | 0.00 | 0.01 | 0.04 | 0.05 | 0.08 | 0.02 | 0.09 | 0.06 | 0.03 | 0.14 | 0.04 | 0.20 | 0.04 | 0.08 | 0.03 | 0.00 | 0.03 | 0.01 | 0.04 | 0.04 | 0.04 | 0.05 | 0.00 | 0.06 | 0.06 | 0.06 | 0.01 | 0.01 | 0.01 | 0.00 | 0.11 | 0.04 | 0.52 | 0.04 | 0.04 | 0.08 | 0.05 | 0.05 | 0.07 | 0.14 | 0.15 | 0.10 | 0.02 | 0.04 | 0.00 | 0.05 | 0.02 | 0.09 | 0.11 | 0.00 | 0.05 | 0.01 | 0.00 | 0.00 | 0.25 | 0.02 |
INPP5K | ENSG00000132376 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.06 | 0.05 | 0.05 | 0.00 | 0.00 | 0.01 | 0.03 | 0.01 | 0.07 | 0.03 | 0.03 | 0.01 | 0.04 | 0.05 | 0.06 | 0.03 | 0.04 | 0.04 | 0.02 | 0.01 | 0.00 | 0.00 | 0.03 | 0.03 | 0.14 | 0.01 | 0.03 | 0.02 | 0.05 | 0.01 | 0.04 | 0.00 | 0.00 | 0.02 | 0.06 | 0.20 | 0.10 | 0.02 | 0.03 | 0.09 | 0.05 | 0.19 | 0.12 | 0.19 | 0.22 | 0.00 | 0.02 | 0.00 | 0.02 | 0.00 | 0.06 | 0.01 | 0.00 | 0.00 | 0.04 | 0.00 | 0.00 | 0.02 | 0.06 |
SENP7 | ENSG00000138468 | 0.01 | 0.01 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.03 | 0.04 | 0.02 | 0.00 | 0.00 | 0.00 | 0.03 | 0.05 | 0.02 | 0.15 | 0.03 | 0.05 | 0.01 | 0.08 | 0.04 | 0.06 | 0.02 | 0.01 | 0.01 | 0.03 | 0.02 | 0.00 | 0.01 | 0.02 | 0.01 | 0.00 | 0.10 | 0.11 | 0.01 | 0.00 | 0.06 | 0.00 | 0.00 | 0.05 | 0.02 | 0.22 | 0.04 | 0.07 | 0.02 | 0.04 | 0.01 | 0.22 | 0.08 | 0.11 | 0.06 | 0.04 | 0.00 | 0.00 | 0.00 | 0.02 | 0.00 | 0.00 | 0.03 | 0.01 | 0.04 | 0.00 | 0.00 | 0.03 | 0.01 |
SOAT1 | ENSG00000057252 | 0.02 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.01 | 0.03 | 0.22 | 0.01 | 0.02 | 0.00 | 0.07 | 0.03 | 0.11 | 0.00 | 0.18 | 0.01 | 0.03 | 0.00 | 0.17 | 0.03 | 0.10 | 0.01 | 0.03 | 0.00 | 0.13 | 0.00 | 0.04 | 0.00 | 0.16 | 0.01 | 0.20 | 0.01 | 0.00 | 0.04 | 0.02 | 0.00 | 0.00 | 0.00 | 0.16 | 0.01 | 0.35 | 0.04 | 0.08 | 0.01 | 0.08 | 0.00 | 0.25 | 0.00 | 0.27 | 0.03 | 0.07 | 0.00 | 0.00 | 0.00 | 0.32 | 0.00 | 0.01 | 0.00 | 0.01 | 0.01 | 0.02 | 0.00 | 0.10 | 0.02 |
POR | ENSG00000127948 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.01 | 0.04 | 0.02 | 0.00 | 0.00 | 0.02 | 0.00 | 0.02 | 0.02 | 0.10 | 0.02 | 0.05 | 0.03 | 0.16 | 0.02 | 0.12 | 0.01 | 0.01 | 0.00 | 0.01 | 0.00 | 0.03 | 0.00 | 0.04 | 0.01 | 0.00 | 0.01 | 0.12 | 0.00 | 0.00 | 0.02 | 0.00 | 0.00 | 0.07 | 0.03 | 0.19 | 0.07 | 0.05 | 0.01 | 0.03 | 0.02 | 0.06 | 0.03 | 0.05 | 0.07 | 0.09 | 0.00 | 0.00 | 0.00 | 0.10 | 0.00 | 0.02 | 0.01 | 0.11 | 0.00 | 0.00 | 0.00 | 0.05 | 0.02 |
EMC10 | ENSG00000161671 | 0.00 | 0.00 | 0.01 | 0.02 | 0.00 | 0.00 | 0.01 | 0.01 | 0.10 | 0.04 | 0.00 | 0.02 | 0.00 | 0.06 | 0.01 | 0.07 | 0.07 | 0.10 | 0.03 | 0.02 | 0.06 | 0.03 | 0.08 | 0.04 | 0.02 | 0.03 | 0.02 | 0.03 | 0.03 | 0.05 | 0.04 | 0.03 | 0.00 | 0.07 | 0.23 | 0.02 | 0.00 | 0.03 | 0.00 | 0.00 | 0.10 | 0.04 | 0.05 | 0.31 | 0.06 | 0.07 | 0.03 | 0.05 | 0.15 | 0.13 | 0.02 | 0.17 | 0.00 | 0.04 | 0.01 | 0.00 | 0.17 | 0.03 | 0.00 | 0.15 | 0.02 | 0.13 | 0.00 | 0.00 | 0.03 | 0.03 |
CSNK1E | ENSG00000213923 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.01 | 0.00 | 0.09 | 0.05 | 0.00 | 0.05 | 0.00 | 0.03 | 0.07 | 0.03 | 0.10 | 0.02 | 0.03 | 0.01 | 0.03 | 0.02 | 0.03 | 0.02 | 0.01 | 0.02 | 0.03 | 0.02 | 0.02 | 0.02 | 0.08 | 0.00 | 0.00 | 0.01 | 0.02 | 0.01 | 0.00 | 0.04 | 0.00 | 0.00 | 0.04 | 0.03 | 0.12 | 0.11 | 0.03 | 0.02 | 0.09 | 0.02 | 0.23 | 0.10 | 0.06 | 0.03 | 0.01 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.01 | 0.02 | 0.03 | 0.02 | 0.00 | 0.22 | 0.01 |
ZRANB2 | ENSG00000132485 | 0.00 | 0.02 | 0.01 | 0.02 | 0.00 | 0.00 | 0.01 | 0.07 | 0.06 | 0.06 | 0.00 | 0.00 | 0.00 | 0.09 | 0.05 | 0.07 | 0.04 | 0.06 | 0.01 | 0.05 | 0.02 | 0.06 | 0.02 | 0.04 | 0.00 | 0.10 | 0.01 | 0.06 | 0.00 | 0.01 | 0.02 | 0.04 | 0.00 | 0.12 | 0.04 | 0.03 | 0.00 | 0.18 | 0.00 | 0.00 | 0.04 | 0.07 | 0.13 | 0.16 | 0.03 | 0.04 | 0.02 | 0.03 | 0.00 | 0.06 | 0.19 | 0.04 | 0.01 | 0.06 | 0.02 | 0.01 | 0.00 | 0.03 | 0.00 | 0.01 | 0.02 | 0.03 | 0.03 | 0.05 | 0.02 | 0.06 |
CHD8 | ENSG00000100888 | 0.00 | 0.01 | 0.00 | 0.03 | 0.00 | 0.00 | 0.00 | 0.03 | 0.09 | 0.06 | 0.00 | 0.00 | 0.00 | 0.05 | 0.14 | 0.02 | 0.14 | 0.08 | 0.09 | 0.07 | 0.09 | 0.07 | 0.09 | 0.05 | 0.03 | 0.02 | 0.01 | 0.07 | 0.01 | 0.05 | 0.08 | 0.00 | 0.00 | 0.02 | 0.29 | 0.03 | 0.01 | 0.02 | 0.00 | 0.00 | 0.09 | 0.03 | 0.39 | 0.10 | 0.08 | 0.01 | 0.07 | 0.04 | 0.16 | 0.10 | 0.17 | 0.08 | 0.02 | 0.01 | 0.00 | 0.01 | 0.00 | 0.00 | 0.03 | 0.03 | 0.01 | 0.10 | 0.00 | 0.00 | 0.03 | 0.02 |
NLGN4X | ENSG00000146938 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.00 | 0.04 | 0.01 | 0.08 | 0.07 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.06 | 0.11 | 0.07 | 0.03 | 0.04 | 0.06 | 0.10 | 0.07 | 0.04 | 0.01 | 0.01 | 0.09 | 0.05 | 0.00 | 0.01 | 0.02 | 0.03 | 0.02 | 0.01 | 0.09 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.05 | 0.05 | 0.16 | 0.20 | 0.07 | 0.02 | 0.05 | 0.04 | 0.09 | 0.13 | 0.13 | 0.11 | 0.06 | 0.04 | 0.00 | 0.00 | 0.00 | 0.04 | 0.02 | 0.02 | 0.02 | 0.02 | 0.00 | 0.00 | 0.04 | 0.03 |
PGGT1B | ENSG00000164219 | 0.21 | 0.01 | 0.03 | 0.01 | 0.02 | 0.01 | 0.01 | 0.12 | 0.04 | 0.07 | 0.00 | 0.01 | 0.00 | 0.08 | 0.02 | 0.07 | 0.00 | 0.07 | 0.01 | 0.05 | 0.02 | 0.07 | 0.02 | 0.13 | 0.01 | 0.12 | 0.01 | 0.08 | 0.00 | 0.03 | 0.07 | 0.04 | 0.05 | 0.02 | 0.15 | 0.02 | 0.00 | 0.03 | 0.00 | 0.00 | 0.02 | 0.06 | 0.10 | 0.36 | 0.00 | 0.05 | 0.01 | 0.03 | 0.04 | 0.08 | 0.13 | 0.04 | 0.01 | 0.00 | 0.00 | 0.09 | 0.04 | 0.02 | 0.00 | 0.02 | 0.01 | 0.01 | 0.00 | 0.03 | 0.04 | 0.07 |
CDK13 | ENSG00000065883 | 0.01 | 0.00 | 0.01 | 0.01 | 0.00 | 0.00 | 0.01 | 0.01 | 0.07 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.01 | 0.04 | 0.03 | 0.04 | 0.01 | 0.10 | 0.04 | 0.02 | 0.00 | 0.03 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.01 | 0.00 | 0.01 | 0.13 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.06 | 0.02 | 0.10 | 0.08 | 0.01 | 0.00 | 0.05 | 0.01 | 0.09 | 0.03 | 0.07 | 0.03 | 0.04 | 0.00 | 0.00 | 0.02 | 0.00 | 0.02 | 0.01 | 0.00 | 0.03 | 0.00 | 0.00 | 0.00 | 0.04 | 0.03 |
ING1 | ENSG00000153487 | 0.02 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.02 | 0.22 | 0.02 | 0.00 | 0.01 | 0.03 | 0.00 | 0.12 | 0.04 | 0.16 | 0.05 | 0.14 | 0.00 | 0.17 | 0.04 | 0.16 | 0.04 | 0.12 | 0.01 | 0.17 | 0.01 | 0.02 | 0.02 | 0.29 | 0.01 | 0.06 | 0.04 | 0.06 | 0.01 | 0.01 | 0.00 | 0.00 | 0.01 | 0.16 | 0.04 | 0.25 | 0.10 | 0.23 | 0.01 | 0.10 | 0.01 | 0.47 | 0.06 | 0.28 | 0.09 | 0.01 | 0.01 | 0.00 | 0.00 | 0.02 | 0.12 | 0.05 | 0.02 | 0.06 | 0.01 | 0.05 | 0.00 | 0.06 | 0.07 |
ITGB2 | ENSG00000160255 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.01 | 0.04 | 0.05 | 0.04 | 0.00 | 0.02 | 0.00 | 0.01 | 0.03 | 0.02 | 0.03 | 0.05 | 0.02 | 0.06 | 0.04 | 0.08 | 0.03 | 0.07 | 0.02 | 0.03 | 0.02 | 0.08 | 0.01 | 0.01 | 0.03 | 0.03 | 0.05 | 0.07 | 0.01 | 0.05 | 0.01 | 0.00 | 0.00 | 0.00 | 0.10 | 0.02 | 0.20 | 0.18 | 0.05 | 0.03 | 0.06 | 0.02 | 0.06 | 0.14 | 0.07 | 0.11 | 0.04 | 0.00 | 0.10 | 0.00 | 0.00 | 0.00 | 0.01 | 0.00 | 0.02 | 0.02 | 0.05 | 0.00 | 0.02 | 0.03 |
PHF21B | ENSG00000056487 | 0.00 | 0.00 | 0.01 | 0.00 | 0.00 | 0.05 | 0.01 | 0.05 | 0.02 | 0.09 | 0.00 | 0.04 | 0.00 | 0.04 | 0.04 | 0.08 | 0.05 | 0.05 | 0.01 | 0.03 | 0.02 | 0.02 | 0.04 | 0.05 | 0.00 | 0.03 | 0.01 | 0.11 | 0.01 | 0.08 | 0.04 | 0.05 | 0.00 | 0.05 | 0.00 | 0.03 | 0.00 | 0.06 | 0.00 | 0.00 | 0.05 | 0.05 | 0.01 | 0.46 | 0.04 | 0.05 | 0.02 | 0.10 | 0.06 | 0.32 | 0.05 | 0.11 | 0.00 | 0.03 | 0.00 | 0.00 | 0.00 | 0.09 | 0.00 | 0.05 | 0.00 | 0.08 | 0.00 | 0.00 | 0.18 | 0.04 |
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