Research Article
Identifying the Gene Signatures from Gene-Pathway Bipartite Network Guarantees the Robust Model Performance on Predicting the Cancer Prognosis
Table 1
The 20 cancer-related signaling pathways collected from KEGG database for the construction of gene-pathway bipartite network.
| Pathway entry | KEGG pathway name | Number of genes |
| hsa05200 | Pathways in cancer | 327 | hsa05202 | Transcriptional misregulation in cancer | 179 | hsa05203 | Viral carcinogenesis | 206 | hsa05204 | Chemical carcinogenesis | 80 | hsa05205 | Proteoglycans in cancer | 225 | hsa05206 | MicroRNAs in cancer | 296 | hsa05210 | Colorectal cancer | 62 | hsa05211 | Renal cell carcinoma | 66 | hsa05212 | Pancreatic cancer | 66 | hsa05213 | Endometrial cancer | 52 | hsa05214 | Glioma | 65 | hsa05215 | Prostate cancer | 89 | hsa05216 | Thyroid cancer | 29 | hsa05217 | Basal cell carcinoma | 55 | hsa05218 | Melanoma | 71 | hsa05219 | Bladder cancer | 38 | hsa05220 | Chronic myeloid leukemia | 73 | hsa05221 | Acute myeloid leukemia | 57 | hsa05222 | Small cell lung cancer | 86 | hsa05223 | Non-small-cell lung cancer | 56 |
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