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Published on: January 12, 2020
OncoVar: an integrated database and analysis platform for oncogenic driver variants in cancers
Tao Wang1,2, Shasha Ruan3, Xiaolu Zhao4
1Center for Medical Genetics & Hunan Key Laboratory of Medical Genetics, School of Life Sciences, Central South University, Changsha, Hunan 410083, China.
Distinguishing cancer driver mutations from passenger mutations is challenging. The OncoVar platform systematically identifies high-confidence cancer driver mutations, genes, and pathways, aiding precision medicine and therapeutic target discovery.
Area of Science:
- Genomics
- Bioinformatics
- Cancer Biology
Background:
- Distinguishing oncogenic driver mutations from neutral passenger mutations in cancer is a significant challenge.
- Accurate identification of cancer drivers is crucial for understanding cancer development and for precision medicine.
Purpose of the Study:
- To develop a systematic platform, OncoVar, for prioritizing oncogenic somatic mutations and cancer genes.
- To provide a comprehensive resource for identifying and analyzing cancer driver mutations, genes, and pathways.
Main Methods:
- Reanalyzed exome and genome data from The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC).
- Employed published bioinformatics algorithms and incorporated known driver events to identify driver mutations and genes.
- Integrated data from multiple cancer types to identify high-confidence driver events and pathways.
Main Results:
- Identified 20,162 high-confidence cancer driver mutations, 814 driver genes, and 2360 pathogenic pathways.
- OncoVar platform provides multi-faceted views (Mutation, Gene, Pathway, Cancer) for data visualization and analysis.
- Identified actionable driver alterations with potential for druggable targets and combination therapies.
Conclusions:
- OncoVar is a valuable resource for researchers and clinicians to identify and rank cancer drivers.
- The platform facilitates the discovery of novel therapeutic targets and repurposing opportunities for cancer treatment.
- OncoVar supports precision medicine by enabling better decision-making in cancer patient management.
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