Functional Attribute | Role in Cancer | Potential application | Examples | Data source | Reference |
---|---|---|---|---|---|
Cancer associated genes | Genes with at least 2 mutations in causally implicated in cancer. Includes oncogenes, tumor suppressor genes | Potential drug targets and diagnostic or prognostic markers | Oncogenes: BCL2, c-Jun, ERG, ERBB2, RAS, c-MYC, c-SRC Tumor Suppressor Genes: RB1, P53, APC, BRCA-1, BRCA-2 | http://www.sanger.ac.uk/genetics/CGP/Census/ Reviews: (Futreal et al, 2004; Hahn et al, 2002; Mitelman, 2000; Vogelstein et al, 2004) | NA |
Non-cancer associated genes | There is no previous report of any causal mutation. | If cancer association is established, these genes are either potential drug targets and diagnostic or prognostic markers | AMN, B3GNTL1, CDC42BPB S100A9, TRPM6, VNN1, ZIC2 | NCBI - Human Genome | NA |
Kinases | More than 30% of cancer related genes are kinases and the most common domain that is encoded by cancer genes is the protein kinase domain | Drug targets through inhibitors | c-Src, c-Abl, RAS, mitogen activated protein (MAP) kinase, phosphotidylinositol-3-kinase (PI3K), AKT, and the epidermal growth factor receptor (EGFR) | Human Kinome Consortium http://kinase.com/human/kinome/ | [15] |
Excretory - Secretory proteins | Malignant tumors secrete increased levels of ES proteins | non-invasive diagnostic or prognostic markers for early detection | alpha-fetoprotein, CD44, kallikrein 6, kallikrein 10, MIC-1 | Secreted Protein Database (SPD) | [54] [55] |
Transcription factors | Overactivity of TFs at different stages of cancer is well documented and novel treatment strategies have been suggested for targeted inhibition of oncogenic TFs | Alternative therapeutic strategy, potential drug targets | C-MYB, NF-kappaB, AP-1, STAT and ETS transcription factors | Genomatix | [57] [58] |
DNA Methylation | Methylation patterns are altered in cancer cells as shown in hypomethylation of oncogenes and hypermethylation of tumor suppressor resulting in gene silencing or gene inactivation | CpG island methylation could be used as a biomarker of malignant cells | hMLH1, BRCA1, MGMT, p16(INK4a), p14(ARF), p15(INK4b, DAPK, APAF-1 | Human Colon Methylome from [29] | [28] |
Post-translational modifications | Key proteins driving oncogenesis, Can undergo PTM Although Phosphoryltion is partially covered in kinases section, other PTMs such as glycosylation and ubiquitination reported to play a role in malignancies, are included separate functional gene attributes. | Â | BRCA1, EGFR, c-Src, c-Abl, RAS, TP53 | HPRD http://hprd.org/ | [18] Burger and Seth, 2004) |