Table 1.
Cancer-Specific Knowledge Bases to Assist in Clinical Interpretation of Tumor Variants
Knowledge Base or Database | Description | Types of Relationships | Clinical Domains | Size of Database (2012) |
---|---|---|---|---|
Catalogue of Somatic Mutations in Cancer (COSMIC)57 | COSMIC is a database of somatic mutations in cancers derived from curation of case reports in the literature | Tumor variant–disease | All cancer diagnoses | > 700,000 tumors cases with > 280,000 mutations |
Genomics of Drug Sensitivity in Cancer79 | The Genomics of Drug Sensitivity in Cancer database contains information on the drug sensitivity of cancer cell lines | Tumor gene–drug | Cancer cell lines | Screen of several hundred cancer cell lines with 130 cancer drugs |
The Cancer Genome Atlas (TCGA) data portal80 | The TCGA data portal contains cases of tumor with extensive molecular annotations and more limited clinical annotations | Tumor variant–disease–drug–outcome | 21 cancer types | 21 cancer diagnoses with > 6,000 tumor samples with genome and clinical annotations |
DNA-Mutation Inventory to Refine and Enhance Cancer Treatment (DIRECT)81 | DIRECT is a database of cases of non–small-cell lung cancer reported in the literature with tumor variant(s), drug exposure, and clinical outcome annotations25 | Tumor variant-disease-drug-outcome | Non–small-cell lung cancer | > 1,800 patient cases, 150 EGFR variants |
My Cancer Genome82 | My Cancer Genome is a knowledge base describing the clinical significance of common tumor gene mutations and their relationships to disease and drugs. It includes annotations of gene directed cancer clinical trials27 | Tumor variant-disease-drug-outcome | All cancers | > 10,000 active cancer trials annotated with over 400 cancer genes. Detailed reviews for 17 cancer types, 25 cancer genes, over 280 tumor variant-disease relationships |
Atlas Genetics Oncology83 | Atlas Genetics Oncology is a peer reviewed on-line journal and database in free access on internet devoted to genes, cytogenetics, and clinical entities in cancer, and cancer-prone diseases. It presents concise and updated reviews (cards) or longer texts (deep insights)29 | Tumor variant–disease relationships | All cancer diagnoses with a focus on hematologic malignancies | Tumor cytogenetic aberrations in all 24 chromosomes. Not currently up to date in all topics |
cBio Cancer Genomics Portal84 | This portal contains data from multiple large-scale cancer genomic data sets and allows for explorative analysis | Tumor variant–pathway–disease relationships | 19 cancer types | The portal data includes 7,848 tumor samples from 26 cancer studies |