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CVE: an R package for interactive variant prioritisation in precision oncology
- Source :
- BMC Medical Genomics, Vol 10, Iss 1, Pp 1-12 (2017), BMC Medical Genomics
- Publication Year :
- 2017
- Publisher :
- BioMed Central, 2017.
-
Abstract
- Background An increasing number of precision oncology programmes are being launched world-wide. To support this development, we present the Cancer Variant Explorer (CVE), an R package with an interactive Shiny web browser interface. Results Leveraging Oncotator and the Drug Gene Interaction Database, CVE offers exploration of variants within single or multiple tumour exomes to identify drivers, resistance mechanisms and to assess druggability. We present example applications including the analysis of an individual patient and a cohort-wide study, and provide a first extension of CVE by adding a tumour-specific co-expression network. Conclusions The CVE package allows interactive variant prioritisation to expedite the analysis of cancer sequencing studies. Our framework also includes the prioritisation of druggable targets, allows exploratory analysis of tissue specific networks and is extendable for specific applications by virtue of its modular design. We encourage the use of CVE within translational research studies and molecular tumour boards. The CVE package is available via Bioconductor (http://bioconductor.org/packages/CVE/). Electronic supplementary material The online version of this article (doi:10.1186/s12920-017-0261-6) contains supplementary material, which is available to authorized users.
- Subjects :
- 0301 basic medicine
lcsh:Internal medicine
Prioritization
lcsh:QH426-470
Interface (Java)
Computer science
Druggability
Translational research
Antineoplastic Agents
Cancer variant explorer
Molecular tumor board
Bioinformatics
Bioconductor
03 medical and health sciences
Gene interaction
Neoplasms
Databases, Genetic
Genetics
Humans
Precision Medicine
lcsh:RC31-1245
Melanoma
Genetics (clinical)
Co-expression network
business.industry
WGCNA
Genetic Variation
Genomics
Modular design
TCGA
Personalized oncology
3. Good health
Gene Expression Regulation, Neoplastic
R package
lcsh:Genetics
030104 developmental biology
Precision oncology
Drug Resistance, Neoplasm
Software engineering
business
Software
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- BMC Medical Genomics, Vol 10, Iss 1, Pp 1-12 (2017), BMC Medical Genomics
- Accession number :
- edsair.doi.dedup.....41e08f7bc8affac98371c5b5b308b780