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CpmERCCutoff: Calculation of Log2 Counts per Million Cutoff from ERCC Controls

Implementation of the empirical method to derive log2 counts per million (CPM) cutoff to filter out lowly expressed genes using ERCC spike-ins as described in Goll and Bosinger et.al (2022)<doi:10.1101/2022.06.23.497396>. This package utilizes the synthetic mRNA control pairs developed by the External RNA Controls Consortium (ERCC) (ERCC 1 / ERCC 2) that are spiked into sample pairs at known ratios at various absolute abundances. The relationship between the observed and expected fold changes is then used to empirically determine an optimal log2 CPM cutoff for filtering out lowly expressed genes.

Version: 1.0.0
Depends: R (≥ 3.6)
Imports: stats, graphics
Suggests: spelling, testthat (≥ 3.0.0)
Published: 2022-09-13
DOI: 10.32614/CRAN.package.CpmERCCutoff
Author: Tyler Grimes ORCID iD [aut], Travis L. Jensen ORCID iD [aut], Kristen Steenbergen [ctb, cre], The Emmes Company LLC [cph] (Copyright holder of CpmERCCutoff package (Copyright (C) 2022)), Johannes B. Goll ORCID iD [aut]
Maintainer: Kristen Steenbergen <ksteenbergen at emmes.com>
License: GPL (≥ 3)
NeedsCompilation: no
Language: en-US
CRAN checks: CpmERCCutoff results

Documentation:

Reference manual: CpmERCCutoff.pdf

Downloads:

Package source: CpmERCCutoff_1.0.0.tar.gz
Windows binaries: r-devel: CpmERCCutoff_1.0.0.zip, r-release: CpmERCCutoff_1.0.0.zip, r-oldrel: CpmERCCutoff_1.0.0.zip
macOS binaries: r-release (arm64): CpmERCCutoff_1.0.0.tgz, r-oldrel (arm64): CpmERCCutoff_1.0.0.tgz, r-release (x86_64): CpmERCCutoff_1.0.0.tgz, r-oldrel (x86_64): CpmERCCutoff_1.0.0.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.