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mpactr is a collection of filters for the purpose of identifying high quality MS1 features by correcting peak selection errors introduced during the pre-processing of tandem mass spectrometry data.
Filters in this package address the following issues:
filter_mispicked_ions()
: removal of mispicked peaks, or
those isotopic patterns that are incorrectly split during
preprocessing.filter_group()
: removal of features overrepresented in
a specific group of samples; for example removal of features present in
solvent blanks due to carryover between samples.filter_cv()
: removal of non-reproducible features, or
those that are inconsistent between technical replicates.filter_insource_ions()
: removal of fragment ions
created during the first ionization in the tandem MS/MS workflow.All filters are independent, meaning they can be used to create a project-specific workflow, or you can learn more in the Filter vignette.
You can install the CRAN version with:
install.packages("mpactr")
You can install the development version of mpactr from GitHub with:
# install.packages("devtools")
::install_github("SchlossLab/mpactr") devtools
See the Filter vignette to get started.
If you encounter an issue, please file an issue on GitHub. Please include a minimal reproducible example with your issue.
Is there a feature you’d like to see included, please let us know! Pull requests are welcome on GitHub.
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.