Available CHASMplus models¶
CHASMplus can perform predictions either using a cancer type-specific model or in a “pan-cancer” manner by consider multiple cancer types together. Pan-cancer is a useful default if a matching cancer type is not available from The Cancer Genome Atlas (TCGA). We have made the following results available through OpenCRAVAT:
| Annotator name | Data source | Cancer type |
|---|---|---|
| chasmplus | TCGA | Pan-cancer (multiple cancer types) |
| chasmplus_LAML | TCGA | Acute Myeloid Leukemia |
| chasmplus_ACC | TCGA | Adrenocortical carcinoma |
| chasmplus_BLCA | TCGA | Bladder Urothelial Carcinoma |
| chasmplus_LGG | TCGA | Brain Lower Grade Glioma |
| chasmplus_BRCA | TCGA | Breast invasive carcinoma |
| chasmplus_CESC | TCGA | Cervical squamous cell carcinoma and endocervical adenocarcinoma |
| chasmplus_CHOL | TCGA | Cholangiocarcinoma |
| chasmplus_COAD | TCGA | Colon adenocarcinoma |
| chasmplus_ESCA | TCGA | Esophageal carcinoma |
| chasmplus_GBM | TCGA | Glioblastoma multiforme |
| chasmplus_HNSC | TCGA | Head and Neck squamous cell carcinoma |
| chasmplus_KICH | TCGA | Kidney Chromophobe |
| chasmplus_KIRC | TCGA | Kidney renal clear cell carcinoma |
| chasmplus_KIRP | TCGA | Kidney renal papillary cell carcinoma |
| chasmplus_LIHC | TCGA | Liver hepatocellular carcinoma |
| chasmplus_LUAD | TCGA | Lung adenocarcinoma |
| chasmplus_LUSC | TCGA | Lung squamous cell carcinoma |
| chasmplus_DLBC | TCGA | Lymphoid Neoplasm Diffuse Large B-cell Lymphoma |
| chasmplus_MESO | TCGA | Mesothelioma |
| chasmplus_OV | TCGA | Ovarian serous cystadenocarcinoma |
| chasmplus_PAAD | TCGA | Pancreatic adenocarcinoma |
| chasmplus_PCPG | TCGA | Pheochromocytoma and Paraganglioma |
| chasmplus_PRAD | TCGA | Prostate adenocarcinoma |
| chasmplus_READ | TCGA | Rectum adenocarcinoma |
| chasmplus_SARC | TCGA | Sarcoma |
| chasmplus_SKCM | TCGA | Skin Cutaneous Melanoma |
| chasmplus_STAD | TCGA | Stomach adenocarcinoma |
| chasmplus_TGCT | TCGA | Testicular Germ Cell Tumors |
| chasmplus_THYM | TCGA | Thymoma |
| chasmplus_THCA | TCGA | Thyroid carcinoma |
| chasmplus_UCS | TCGA | Uterine Carcinosarcoma |
| chasmplus_UCEC | TCGA | Uterine Corpus Endometrial Carcinoma |
| chasmplus_UVM | TCGA | Uveal Melanoma |