Copy Number
The putative cancer-causing CDKs/Cyclins 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).
Summary of the G-score of the CDKs/Cyclins in each cancer type
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HGNC | Ensembl | ACC | BLCA | BRCA | CESC | CHOL | COAD | DLBC | ESCA | GBM | HNSC | KICH | KIRC | KIRP | LAML | LGG | LIHC | LUAD | LUSC | MESO | OV | PAAD | PCPG | PRAD | READ | SARC | SKCM | STAD | TGCT | THCA | THYM | UCEC | UCS | UVM | |||||||||||||||||||||||||||||||||
Symbol | 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 |
CDK1 | ENSG00000170312 | 0 | 0 | 0.03 | 0.04 | 0.14 | 0.03 | 0.02 | 0.01 | 0.31 | 0.01 | 0.01 | 0.03 | 0.03 | 0 | 0.08 | 0.07 | 0.01 | 0.01 | 0.06 | 0.02 | 0.03 | 0 | 0 | 0.01 | 0 | 0.01 | 0 | 0 | 0.01 | 0 | 0.03 | 0.02 | 0.06 | 0.02 | 0.07 | 0.04 | 0.01 | 0.04 | 0.13 | 0.11 | 0.01 | 0 | 0 | 0 | 0.03 | 0.04 | 0 | 0.02 | 0.03 | 0.08 | 0.01 | 0.04 | 0.09 | 0.02 | 0 | 0.01 | 0 | 0.01 | 0 | 0 | 0.09 | 0.03 | 0.56 | 0.03 | 0 | 0 |
CDK2 | ENSG00000123374 | 0.08 | 0.01 | 0.07 | 0.03 | 0.04 | 0.05 | 0.03 | 0 | 0 | 0.01 | 0.02 | 0 | 0.12 | 0 | 0.08 | 0.03 | 0.03 | 0.05 | 0.01 | 0.02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.02 | 0.03 | 0.06 | 0 | 0.11 | 0.01 | 0.04 | 0.02 | 0.02 | 0.02 | 0.26 | 0.04 | 0.02 | 0.01 | 0.06 | 0 | 0.02 | 0.01 | 0.02 | 0.01 | 0.21 | 0.07 | 0.05 | 0.03 | 0.17 | 0.01 | 0.01 | 0 | 0 | 0 | 0 | 0 | 0.15 | 0 | 0.21 | 0.07 | 0 | 0 |
CDK3 | ENSG00000250506 | 0.16 | 0.02 | 0.22 | 0 | 0.37 | 0.03 | 0.24 | 0.03 | 0.08 | 0.01 | 0.04 | 0.01 | 0.02 | 0 | 0.19 | 0.07 | 0.05 | 0.01 | 0.09 | 0.03 | 0.02 | 0 | 0.02 | 0 | 0.05 | 0 | 0 | 0 | 0.09 | 0 | 0.25 | 0 | 0.15 | 0.02 | 0.24 | 0.01 | 0.09 | 0.02 | 0.35 | 0.04 | 0.04 | 0.1 | 0.02 | 0.01 | 0.04 | 0.03 | 0.06 | 0.03 | 0.24 | 0.02 | 0.24 | 0.02 | 0.06 | 0.04 | 0.04 | 0 | 0 | 0 | 0 | 0.01 | 0.17 | 0.02 | 0.61 | 0.04 | 0.14 | 0.01 |
CDK4 | ENSG00000135446 | 0.44 | 0.02 | 0.11 | 0.03 | 0.14 | 0.03 | 0.03 | 0 | 0.31 | 0.01 | 0.01 | 0 | 0.12 | 0 | 0.11 | 0.04 | 1.24 | 0.02 | 0.04 | 0.02 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.38 | 0.01 | 0.09 | 0.01 | 0.33 | 0 | 0.08 | 0.01 | 0.02 | 0.02 | 0.16 | 0.05 | 0.04 | 0.02 | 0.07 | 0 | 0.01 | 0.01 | 0.04 | 0.01 | 1.74 | 0.07 | 0.28 | 0.03 | 0.18 | 0.01 | 0 | 0 | 0 | 0 | 0 | 0 | 0.02 | 0.01 | 0.1 | 0.05 | 0 | 0 |
CDK5 | ENSG00000164885 | 0.07 | 0.07 | 0.05 | 0.05 | 0.07 | 0.07 | 0.04 | 0.09 | 0 | 0.11 | 0.02 | 0.01 | 0.02 | 0.09 | 0.04 | 0.25 | 0.07 | 0.01 | 0.02 | 0.17 | 0.09 | 0 | 0.03 | 0.01 | 0.04 | 0 | 0 | 0.06 | 0.1 | 0.01 | 0.07 | 0.04 | 0.1 | 0.02 | 0.1 | 0.09 | 0 | 0.03 | 0.53 | 0.08 | 0.02 | 0.05 | 0 | 0.03 | 0.03 | 0.03 | 0.01 | 0.02 | 0.1 | 0.15 | 0.2 | 0.03 | 0.03 | 0.1 | 0.01 | 0.05 | 0 | 0 | 0 | 0.01 | 0.03 | 0.06 | 0.08 | 0.19 | 0 | 0.03 |
CDK6 | ENSG00000105810 | 0.11 | 0.01 | 0.07 | 0.02 | 0.07 | 0.02 | 0.06 | 0.04 | 0.18 | 0.01 | 0.04 | 0.01 | 0.13 | 0 | 0.76 | 0.01 | 0.17 | 0 | 0.27 | 0.01 | 0 | 0 | 0.01 | 0 | 0.07 | 0 | 0 | 0.01 | 0.05 | 0 | 0.13 | 0.02 | 0.1 | 0.01 | 0.28 | 0.01 | 0.03 | 0 | 0.16 | 0.06 | 0.13 | 0 | 0 | 0.02 | 0.05 | 0.01 | 0.01 | 0.01 | 0.16 | 0.03 | 0.03 | 0.02 | 0.55 | 0.01 | 0.13 | 0 | 0 | 0 | 0 | 0 | 0.04 | 0.02 | 0.08 | 0.05 | 0 | 0 |
CDK14 | ENSG00000058091 | 0.11 | 0.01 | 0.06 | 0.02 | 0.07 | 0.02 | 0.07 | 0.01 | 0.18 | 0.01 | 0.03 | 0.01 | 0.13 | 0 | 0.61 | 0.02 | 0.07 | 0.01 | 0.18 | 0.01 | 0 | 0 | 0.01 | 0 | 0.04 | 0 | 0 | 0.01 | 0.02 | 0 | 0.12 | 0.03 | 0.07 | 0.01 | 0.25 | 0.02 | 0.03 | 0.02 | 0.17 | 0.09 | 0.12 | 0.01 | 0 | 0.02 | 0.05 | 0.01 | 0.02 | 0 | 0.13 | 0.05 | 0.04 | 0.03 | 0.38 | 0.03 | 0.13 | 0 | 0 | 0 | 0 | 0 | 0.04 | 0.02 | 0.11 | 0.03 | 0 | 0 |
CDK15 | ENSG00000138395 | 0.02 | 0 | 0.01 | 0.13 | 0.04 | 0.04 | 0.09 | 0.18 | 0 | 0.01 | 0.02 | 0 | 0 | 0.04 | 0.09 | 0.04 | 0 | 0 | 0.1 | 0.11 | 0 | 0.01 | 0.03 | 0.02 | 0.04 | 0.02 | 0 | 0 | 0 | 0.01 | 0.06 | 0.01 | 0.04 | 0.02 | 0.15 | 0.07 | 0 | 0.05 | 0.25 | 0.08 | 0.07 | 0.01 | 0 | 0 | 0.01 | 0.03 | 0.03 | 0 | 0.1 | 0.11 | 0.02 | 0.02 | 0.07 | 0.04 | 0.06 | 0 | 0 | 0 | 0.02 | 0 | 0.06 | 0.02 | 0.09 | 0.05 | 0.02 | 0.02 |
CDK16 | ENSG00000102225 | 0.16 | 0 | 0.05 | 0.03 | 0.08 | 0.01 | 0.03 | 0.03 | 0 | 0.01 | 0 | 0 | 0.07 | 0 | 0.04 | 0.03 | 0 | 0 | 0.03 | 0.02 | 0 | 0 | 0.01 | 0 | 0.01 | 0 | 0 | 0 | 0.01 | 0 | 0.01 | 0 | 0.08 | 0.02 | 0.05 | 0.02 | 0 | 0 | 0.39 | 0.06 | 0.01 | 0 | 0.01 | 0 | 0.03 | 0 | 0.01 | 0.02 | 0.13 | 0.01 | 0.01 | 0 | 0.03 | 0.01 | 0.01 | 0 | 0 | 0 | 0 | 0 | 0.14 | 0.01 | 0.39 | 0.05 | 0.03 | 0 |
CDK17 | ENSG00000059758 | 0.01 | 0.01 | 0.08 | 0.04 | 0.07 | 0.06 | 0.01 | 0.02 | 0 | 0.17 | 0 | 0.02 | 0.08 | 0.02 | 0.06 | 0.06 | 0.01 | 0.03 | 0.02 | 0.03 | 0.06 | 0.03 | 0.01 | 0.01 | 0.01 | 0 | 0 | 0 | 0 | 0.02 | 0.03 | 0.03 | 0.02 | 0.05 | 0.03 | 0.03 | 0.02 | 0.03 | 0.06 | 0.22 | 0.01 | 0.06 | 0 | 0.03 | 0.05 | 0.01 | 0.01 | 0.04 | 0.68 | 0.05 | 0.03 | 0.08 | 0.05 | 0.03 | 0 | 0 | 0 | 0 | 0 | 0 | 0.02 | 0.03 | 0.01 | 0.09 | 0.02 | 0 |
CDK18 | ENSG00000117266 | 0.03 | 0.02 | 0.06 | 0.05 | 0.28 | 0.01 | 0.07 | 0 | 0.18 | 0.02 | 0.04 | 0 | 0.21 | 0.04 | 0.17 | 0.07 | 0.11 | 0.02 | 0.05 | 0 | 0 | 0 | 0.02 | 0 | 0 | 0.01 | 0.01 | 0 | 0 | 0.01 | 0.2 | 0.01 | 0.14 | 0.01 | 0.09 | 0.01 | 0.12 | 0 | 0.29 | 0.08 | 0 | 0 | 0.01 | 0 | 0.02 | 0.01 | 0.12 | 0.02 | 0.06 | 0.17 | 0.19 | 0.02 | 0.06 | 0.01 | 0.05 | 0.02 | 0 | 0 | 0.01 | 0 | 0.15 | 0.01 | 0.22 | 0 | 0.09 | 0 |
CDK7 | ENSG00000134058 | 0.07 | 0.01 | 0.01 | 0.15 | 0.02 | 0.1 | 0 | 0.07 | 0 | 0.13 | 0.01 | 0.07 | 0 | 0 | 0.01 | 0.16 | 0.01 | 0.03 | 0.01 | 0.07 | 0.03 | 0.01 | 0 | 0.01 | 0 | 0.01 | 0 | 0.01 | 0 | 0.01 | 0.01 | 0.04 | 0 | 0.08 | 0.01 | 0.09 | 0 | 0.05 | 0.01 | 0.72 | 0 | 0.07 | 0.01 | 0.03 | 0 | 0.21 | 0 | 0.09 | 0.02 | 0.05 | 0.04 | 0.04 | 0.01 | 0.14 | 0 | 0 | 0 | 0 | 0 | 0.01 | 0.01 | 0.11 | 0 | 0.35 | 0 | 0 |
CDK8 | ENSG00000132964 | 0 | 0.09 | 0.11 | 0.05 | 0.1 | 0.06 | 0.03 | 0.13 | 0 | 0.15 | 0.25 | 0 | 0 | 0.09 | 0.08 | 0.09 | 0.01 | 0.06 | 0.03 | 0.13 | 0 | 0 | 0.01 | 0.02 | 0 | 0 | 0 | 0 | 0.01 | 0.06 | 0.03 | 0.11 | 0.02 | 0.1 | 0.03 | 0.11 | 0 | 0.18 | 0.07 | 0.18 | 0 | 0 | 0 | 0 | 0.03 | 0.02 | 0.35 | 0.02 | 0.13 | 0.22 | 0.06 | 0.03 | 0.09 | 0.04 | 0 | 0.03 | 0 | 0.01 | 0 | 0.02 | 0.01 | 0.05 | 0.01 | 0.16 | 0 | 0 |
CDK9 | ENSG00000136807 | 0.14 | 0.04 | 0.03 | 0.02 | 0.09 | 0.03 | 0.05 | 0.01 | 0.07 | 0.04 | 0.01 | 0.01 | 0.05 | 0 | 0.12 | 0.02 | 0.03 | 0.02 | 0.06 | 0.01 | 0 | 0 | 0 | 0 | 0.01 | 0 | 0.01 | 0 | 0.02 | 0 | 0.05 | 0.03 | 0.04 | 0.02 | 0.06 | 0.02 | 0 | 0.02 | 0.1 | 0.17 | 0 | 0.01 | 0 | 0 | 0.05 | 0 | 0.04 | 0.02 | 0.04 | 0.07 | 0.05 | 0.02 | 0.1 | 0.01 | 0.02 | 0.04 | 0 | 0 | 0 | 0.01 | 0.08 | 0.04 | 0.15 | 0.11 | 0 | 0 |
CDK10 | ENSG00000185324 | 0.07 | 0.06 | 0.08 | 0.06 | 0.05 | 0.1 | 0.05 | 0.07 | 0.05 | 0.05 | 0.02 | 0.03 | 0.03 | 0 | 0.08 | 0.05 | 0.01 | 0.05 | 0.03 | 0.05 | 0 | 0.06 | 0 | 0 | 0.01 | 0.04 | 0 | 0.04 | 0 | 0.02 | 0.02 | 0.08 | 0.01 | 0.12 | 0.04 | 0.07 | 0.02 | 0.19 | 0.08 | 0.35 | 0.02 | 0.01 | 0 | 0.02 | 0.01 | 0.23 | 0.03 | 0.04 | 0.09 | 0.07 | 0.02 | 0.11 | 0.05 | 0.05 | 0 | 0.12 | 0 | 0.01 | 0 | 0 | 0.01 | 0.09 | 0.03 | 0.29 | 0 | 0.06 |
CDK11A | ENSG00000008128 | 0.05 | 0.17 | 0.1 | 0.08 | 0.04 | 0.19 | 0.06 | 0.11 | 0 | 1.01 | 0.02 | 0.11 | 0 | 0.19 | 0.13 | 0.08 | 0.03 | 0.15 | 0.06 | 0.09 | 0 | 0 | 0 | 0.05 | 0.01 | 0.1 | 0.02 | 0 | 0 | 0.03 | 0.02 | 0.31 | 0.09 | 0.06 | 0.08 | 0.11 | 0.04 | 0.27 | 0.23 | 0.38 | 0.05 | 0.05 | 0.01 | 0.12 | 0.02 | 0.03 | 0 | 0.17 | 0.18 | 0.28 | 0.07 | 0.13 | 0.09 | 0.09 | 0.1 | 0.12 | 0 | 0 | 0 | 0.02 | 0.05 | 0.12 | 0.08 | 0.27 | 0 | 0.14 |
CDK11B | ENSG00000248333 | 0.05 | 0.17 | 0.1 | 0.08 | 0.04 | 0.19 | 0.06 | 0.11 | 0 | 1.01 | 0.02 | 0.11 | 0 | 0.19 | 0.13 | 0.08 | 0.03 | 0.15 | 0.06 | 0.09 | 0 | 0 | 0 | 0.05 | 0.01 | 0.1 | 0.02 | 0 | 0 | 0.03 | 0.02 | 0.31 | 0.09 | 0.06 | 0.08 | 0.11 | 0.04 | 0.27 | 0.23 | 0.38 | 0.05 | 0.05 | 0.01 | 0.12 | 0.02 | 0.03 | 0 | 0.17 | 0.18 | 0.28 | 0.07 | 0.13 | 0.09 | 0.09 | 0.1 | 0.12 | 0 | 0 | 0 | 0.02 | 0.05 | 0.12 | 0.08 | 0.27 | 0 | 0.14 |
CDK12 | ENSG00000167258 | 0.03 | 0.17 | 0.23 | 0.01 | 0.86 | 0.07 | 0.17 | 0.02 | 0.02 | 0.01 | 0.2 | 0.01 | 0.04 | 0 | 0.94 | 0.02 | 0.01 | 0.04 | 0.15 | 0.01 | 0 | 0 | 0 | 0 | 0 | 0 | 0.01 | 0.02 | 0 | 0.01 | 0.02 | 0.05 | 0.16 | 0.01 | 0.15 | 0.04 | 0.01 | 0.04 | 0.13 | 0.16 | 0.1 | 0.02 | 0 | 0.12 | 0.02 | 0.03 | 0.22 | 0.02 | 0.05 | 0.14 | 0.02 | 0.03 | 0.74 | 0.01 | 0.01 | 0.01 | 0 | 0 | 0 | 0.01 | 0.35 | 0.06 | 0.56 | 0.07 | 0 | 0.05 |
CDK13 | ENSG00000065883 | 0.13 | 0 | 0.07 | 0.02 | 0.06 | 0.02 | 0.01 | 0 | 0 | 0.01 | 0.03 | 0 | 0 | 0.02 | 0.1 | 0.04 | 0.03 | 0 | 0.04 | 0.01 | 0 | 0 | 0.01 | 0 | 0.01 | 0.01 | 0 | 0.02 | 0.01 | 0 | 0.01 | 0.01 | 0.03 | 0.01 | 0.04 | 0.03 | 0 | 0 | 0.1 | 0.08 | 0 | 0 | 0 | 0 | 0.01 | 0.01 | 0 | 0 | 0.07 | 0.03 | 0.04 | 0.03 | 0.02 | 0 | 0.04 | 0 | 0.01 | 0 | 0 | 0 | 0.05 | 0.01 | 0.09 | 0.03 | 0 | 0 |
CDK19 | ENSG00000155111 | 0.05 | 0.02 | 0.03 | 0.12 | 0.12 | 0.09 | 0.02 | 0.02 | 0 | 0.15 | 0.01 | 0.03 | 0.01 | 0.21 | 0.04 | 0.08 | 0.02 | 0.06 | 0.02 | 0.03 | 0 | 0 | 0 | 0.04 | 0 | 0 | 0 | 0 | 0 | 0.02 | 0.01 | 0.08 | 0.02 | 0.06 | 0.03 | 0.05 | 0 | 0.14 | 0.08 | 0.26 | 0 | 0.03 | 0 | 0 | 0.01 | 0.3 | 0.01 | 0.04 | 0.23 | 0.08 | 0 | 0.13 | 0.05 | 0.07 | 0 | 0.04 | 0 | 0 | 0 | 0.01 | 0.09 | 0.02 | 0.15 | 0.04 | 0.04 | 0.03 |
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