Table 3. The genes used in the prediction models.
The ENSEMBL IDs, names, Entrez description of the genes that are used in the prediction models. The names of the prediction models in which are used, or in other words the GO classes with which they are associated, are listed under “GO classes” column. The percentage of the runs in which these genes are discovered to be significantly differentially expressed (when comparing high-WL vs. low-WL) are listed in the column “Significant %”.
| Gene name | ENSEMBL ID | Entrez gene description | GO classes | Significant % |
|---|---|---|---|---|
| ACOT2 | ENSG00000119673 | Acyl-CoA thioesterase 2 | Lipid | 94 |
| CYP3A5 | ENSG00000106258 | Cytochrome P450, family 3, subfamily A, polypeptide 5 | Lipid, virus | 92 |
| ELOVL6 | ENSG00000170522 | ELOVL fatty acid elongase 6 | Lipid | 92 |
| PLA2G4C | ENSG00000105499 | Phospholipase A2, group IVC (cytosolic, calcium-independent) | Lipid, virus | 82 |
| CYP3A4 | ENSG00000160868 | Cytochrome P450, family 3, subfamily A, polypeptide 4 | Lipid, virus | 79 |
| SULT1A1 | ENSG00000196502 | Sulfotransferase family, cytosolic, 1A, phenol-preferring, member 1 | Virus | 74 |
| DLAT | ENSG00000150768 | Dihydrolipoamide S-acetyltransferase | Lipid | 70 |
| ACSL1 | ENSG00000151726 | Acyl-CoA synthetase long-chain family member 1 | Lipid, virus | 67 |
| HSD17B2 | ENSG00000086696 | Hydroxysteroid (17-beta) dehydrogenase 2 | Virus | 64 |
| NCAPG | ENSG00000109805 | Non-SMC condensin I complex, subunit G | Mitosis | 63 |
| GPAM | ENSG00000119927 | Glycerol-3-phosphate acyltransferase, mitochondrial | Lipid | 63 |
| OASL | ENSG00000135114 | 2′–5′-oligoadenylate synthetase-like | Virus | 61 |
| BUB1B | ENSG00000156970 | BUB1 mitotic checkpoint serine/threonine kinase B | Mitosis | 60 |
| MX1 | ENSG00000157601 | Myxovirus (influenza virus) resistance 1, interferon-inducible protein p78 (mouse) | Virus | 56 |
| ANLN | ENSG00000011426 | Anillin, actin binding protein | Mitosis | 53 |
| CYP1A1 | ENSG00000140465 | Cytochrome P450, family 1, subfamily A, polypeptide 1 | Lipid, virus | 50 |
| MKI67 | ENSG00000148773 | Marker of proliferation Ki-67 | Mitosis | 50 |
| KIF20A | ENSG00000112984 | Kinesin family member 20A | Mitosis | 49 |
| DGAT2 | ENSG00000062282 | Diacylglycerol O-acyltransferase 2 | Lipid | 48 |
| ASPM | ENSG00000066279 | Asp (abnormal spindle) homolog, microcephaly associated (Drosophila) | Mitosis | 47 |
| TOP2A | ENSG00000131747 | Topoisomerase (DNA) II alpha 170 kDa | Mitosis | 47 |
| BUB1 | ENSG00000169679 | BUB1 mitotic checkpoint serine/threonine kinase | Mitosis | 45 |
| CEP55 | ENSG00000138180 | Centrosomal protein 55 kDa | Mitosis | 43 |
| CYP1B1 | ENSG00000138061 | Cytochrome P450, family 1, subfamily B, polypeptide 1 | Virus | 40 |
| CENPF | ENSG00000117724 | Centromere protein F, 350/400 kDa | Mitosis | 38 |