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 entryKEGG pathway nameNumber of genes

hsa05200Pathways in cancer327
hsa05202Transcriptional misregulation in cancer179
hsa05203Viral carcinogenesis206
hsa05204Chemical carcinogenesis80
hsa05205Proteoglycans in cancer225
hsa05206MicroRNAs in cancer296
hsa05210Colorectal cancer62
hsa05211Renal cell carcinoma66
hsa05212Pancreatic cancer66
hsa05213Endometrial cancer52
hsa05214Glioma65
hsa05215Prostate cancer89
hsa05216Thyroid cancer29
hsa05217Basal cell carcinoma55
hsa05218Melanoma71
hsa05219Bladder cancer38
hsa05220Chronic myeloid leukemia73
hsa05221Acute myeloid leukemia57
hsa05222Small cell lung cancer86
hsa05223Non-small-cell lung cancer56