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Package: prewas
Type: Package
Title: Data Pre-Processing for Bacterial Genome-Wide Association Studies
Version: 1.1.1
Authors@R: c(
person("Katie", "Saund",
email = "katiephd@umich.edu",
role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-6214-6713")),
person("Zena", "Lapp",
email = "zenalapp@umich.edu",
role = "aut",
comment = c(ORCID = "0000-0003-4674-2176")),
person("Stephanie", "Thiede",
email = "thiede@umich.edu",
role = "aut",
comment = c(ORCID = "0000-0003-0173-4324")))
Description: 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).
URL: https://github.com/Snitkin-Lab-Umich/prewas
BugReports: https://github.com/Snitkin-Lab-Umich/prewas/issues
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Depends: R (>= 3.5.0)
RoxygenNote: 7.1.1
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)
VignetteBuilder: knitr
Date: 2021-04-01