- Home
- Bioconductor 3.4
- Software Packages
- deepSNV
To install this package, start R and enter:
## try http:// if https:// URLs are not supported
source("https://bioconductor.org/biocLite.R")
biocLite("deepSNV")
In most cases, you don't need to download the package archive at all.
deepSNV
|
|
|
|
|
|
|
|
Detection of subclonal SNVs in deep sequencing data.
Bioconductor version: Release (3.4)
This package provides provides quantitative variant callers for detecting subclonal mutations in ultra-deep (>=100x coverage) sequencing experiments. The deepSNV algorithm is used for a comparative setup with a control experiment of the same loci and uses a beta-binomial model and a likelihood ratio test to discriminate sequencing errors and subclonal SNVs. The shearwater algorithm computes a Bayes classifier based on a beta-binomial model for variant calling with multiple samples for precisely estimating model parameters such as local error rates and dispersion and prior knowledge, e.g. from variation data bases such as COSMIC.
Author: Niko Beerenwinkel [ths], David Jones [ctb], Inigo Martincorena [ctb], Moritz Gerstung [aut, cre]
Maintainer: Moritz Gerstung <mg14 at sanger.ac.uk>
Citation (from within R,
enter citation("deepSNV")):
Installation
To install this package, start R and enter:
## try http:// if https:// URLs are not supported
source("https://bioconductor.org/biocLite.R")
biocLite("deepSNV")
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("deepSNV")
| R Script | An R package for detecting low frequency variants in deep sequencing experiments | |
| R Script | Subclonal variant calling with multiple samples and prior knowledge using shearwater | |
| Reference Manual | ||
| Text | NEWS |
Details
| biocViews | DataImport, GeneticVariability, Genetics, SNP, Sequencing, Software |
| Version | 1.20.0 |
| In Bioconductor since | BioC 2.10 (R-2.15) (5 years) |
| License | GPL-3 |
| Depends | R (>= 2.13.0), methods, graphics, parallel, Rhtslib, IRanges, GenomicRanges, SummarizedExperiment, Biostrings, VGAM, VariantAnnotation(>= 1.13.44) |
| Imports | Rhtslib |
| LinkingTo | Rhtslib |
| Suggests | RColorBrewer, knitr, rmarkdown |
| SystemRequirements | |
| Enhances | |
| URL | http://github.com/mg14/deepSNV |
| Depends On Me | |
| Imports Me | |
| Suggests Me | GenomicFiles |
| Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Package Source | deepSNV_1.20.0.tar.gz |
| Windows Binary | deepSNV_1.20.0.zip (32- & 64-bit) |
| Mac OS X 10.9 (Mavericks) | deepSNV_1.20.0.tgz |
| Subversion source | (username/password: readonly) |
| Git source | https://github.com/Bioconductor-mirror/deepSNV/tree/release-3.4 |
| Package Short Url | http://bioconductor.org/packages/deepSNV/ |
| Package Downloads Report | Download Stats |
Documentation »
Bioconductor
- Package vignettes and manuals.
- Workflows for learning and use.
- Course and conference material.
- Videos.
- Community resources and tutorials.
R / CRAN packages and documentation
Support »
Please read the posting guide. Post questions about Bioconductor to one of the following locations:
- Support site - for questions about Bioconductor packages
- Bioc-devel mailing list - for package developers
