Standardize the pre-processing of genomic variants before performing a bacterial genome-wide association study (bGWAS). 'prewas' creates a variant matrix (where each row is a variant, each column is a sample, and the entries are presence - 1 - or absence - 0 - of the variant) that can be used as input for bGWAS tools. When creating the binary variant matrix, 'prewas' can perform 3 pre-processing steps including: dealing with multiallelic SNPs, (optional) dealing with SNPs in overlapping genes, and choosing a reference allele. 'prewas' can output matrices for use with both SNP-based bGWAS and gene-based bGWAS. This method is described in Saund et al. (2020) <doi:10.1099/mgen.0.000368>. 'prewas' can also provide gene matrices for variants with specific annotations from the 'SnpEff' software (Cingolani et al. 2012).
Version: | 1.1.1 |
Depends: | R (≥ 3.5.0) |
Imports: | ape (≥ 5.3), future (≥ 1.15.1), future.apply (≥ 1.3.0), phangorn (≥ 2.5.5), stats (≥ 3.5.0), vcfR (≥ 1.8.0), utils (≥ 3.5.0), methods (≥ 3.5.0) |
Suggests: | testthat (≥ 2.2.1), knitr (≥ 1.24), rmarkdown (≥ 1.15) |
Published: | 2021-04-02 |
Author: | Katie Saund |
Maintainer: | Katie Saund <katiephd at umich.edu> |
BugReports: | https://github.com/Snitkin-Lab-Umich/prewas/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/Snitkin-Lab-Umich/prewas |
NeedsCompilation: | no |
Citation: | prewas citation info |
Materials: | README NEWS |
CRAN checks: | prewas results |
Reference manual: | prewas.pdf |
Vignettes: |
a primer on prewas |
Package source: | prewas_1.1.1.tar.gz |
Windows binaries: | r-devel: prewas_1.1.1.zip, r-release: prewas_1.1.1.zip, r-oldrel: prewas_1.1.1.zip |
macOS binaries: | r-release (arm64): prewas_1.1.1.tgz, r-release (x86_64): prewas_1.1.1.tgz, r-oldrel: prewas_1.1.1.tgz |
Old sources: | prewas archive |
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