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DESCRIPTION
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DESCRIPTION
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Package: seeker
Type: Package
Title: Simplified Fetching and Processing of Microarray and RNA-Seq Data
Version: 1.1.6
Authors@R: c(
person('Jake', 'Hughey', , '[email protected]', role = c('aut', 'cre')),
person('Josh', 'Schoenbachler', , '[email protected]', role = 'aut'))
Description: Wrapper around various existing tools and command-line interfaces,
providing a standard interface, simple parallelization, and detailed logging.
For microarray data, maps probe sets to standard gene IDs, building on
'GEOquery' Davis and Meltzer (2007) <doi:10.1093/bioinformatics/btm254>,
'ArrayExpress' Kauffmann et al. (2009) <doi:10.1093/bioinformatics/btp354>,
Robust multi-array average 'RMA' Irizarry et al. (2003) <doi:10.1093/biostatistics/4.2.249>,
and 'BrainArray' Dai et al. (2005) <doi:10.1093/nar/gni179>.
For RNA-seq data, fetches metadata and raw reads from National Center for Biotechnology
Information (NCBI) Sequence Read Archive (SRA), performs standard adapter and
quality trimming using 'TrimGalore' Krueger <https://github.com/FelixKrueger/TrimGalore>,
performs quality control checks using 'FastQC' Andrews <https://github.com/s-andrews/FastQC>,
quantifies transcript abundances using 'salmon' Patro et al. (2017) <doi:10.1038/nmeth.4197> and potentially
'refgenie' Stolarczyk et al. (2020) <doi:10.1093/gigascience/giz149>,
aggregates the results using 'MultiQC' Ewels et al. (2016) <doi:10.1093/bioinformatics/btw354>,
maps transcripts to genes using 'biomaRt' Durinkck et al. (2009) <doi:10.1038/nprot.2009.97>,
and summarizes transcript-level quantifications for gene-level analyses using
'tximport' Soneson et al. (2015) <doi:10.12688/f1000research.7563.2>.
URL: https://seeker.hugheylab.org, https://github.com/hugheylab/seeker
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
Roxygen: list(markdown = TRUE)
Depends: R (>= 3.5)
Imports:
affy (>= 1.68.0),
AnnotationDbi (>= 1.52.0),
BiocManager (>= 1.30.0),
biomaRt (>= 2.36.1),
checkmate (>= 2.1.0),
curl (>= 3.2),
data.table (>= 1.11.8),
foreach (>= 1.4.4),
GEOquery (>= 2.58.0),
glue (>= 1.5.0),
jsonlite (>= 1.7.2),
methods,
qs (>= 0.21.2),
R.utils (>= 2.11.0),
RCurl (>= 1.98),
readr (>= 1.4.0),
sessioninfo (>= 1.2.0),
tximport (>= 1.8.0),
withr (>= 2.4.2),
yaml (>= 2.2.1)
Suggests:
ArrayExpress (>= 1.62.0),
Biobase,
doParallel (>= 1.0.17),
knitr,
org.Mm.eg.db,
rmarkdown,
testthat (>= 3.1.0)
Config/testthat/edition: 3
VignetteBuilder: knitr