e.g.  AKT1_E17K,  TP53,  BRCA

OncoTriMD

OncoTriMD is an integrated database providing a repository of cancer-type-centric multi-scale oncogenic drivers. Utilizing omics data from multiple cohorts (The Cancer Genome Atlas (TCGA PanCanAtlas project), International Cancer Genome Consortium (ICGC Release 28), and METABRIC (Molecular Taxonomy of Breast Cancer International Consortium)), we implemented prediction algorithms and manually curated sources collected from external databases, PubMed literature, experimental validation, and predicted results to compile a comprehensive list of multi-scale cancer drivers, including mutations, genes, modules, and non-coding elements. OncoTriMD facilitates the exploration and analysis of all dimensions of cancer drivers, including driver mutations, driver genes, driver modules, and non-coding drivers, providing comprehensive and up-to-date insights into multi-scale oncogenic drivers centered on cancer types.

Keyword Cloud


Data Description

Cancer Resource

Cancer Project

Cancer Type / Tissue Type

Total Sample

Driver Mutation / Entries

Driver Gene / Entries

Driver Module / Entries

Non-coding Driver / Entries

Entries for clinical implication

5

77

65 / 39

21,836

8,221 / 44,244

2,732 / 19,247

1,641 / 16,269

6,786 / 17,504

812,591

Framework of OncoTriMD

OncoTriMD_framework
  • For bioinformaticians, OncoTriMD serves as a readily accessible gold standard dataset, enabling the development and evaluation of advanced algorithms in the field.
  • For experimental researchers, OncoTriMD addresses the need by proposing novel and potential targets for further investigation and cancer drug development.
  • For clinicians, OncoTriMD offers an easy-to-access cancer-type-centric driver landscape, allowing them to make informed decisions based on the specific genetic alterations present in individual patients' tumors.

Cohorts

OncoTriMD collects 9,376 samples
in 33 different tumor types from TCGA PanCanAtlas project.

OncoTriMD collects 9,079 samples
in 40 different tumor types from ICGC.