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bioconductor-probatch

Community

Tools for Diagnostics and Corrections of Batch Effects in Proteomics

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-probatch

Usage Tracking

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Downloads (Last 6 months): 0

Description

These tools facilitate batch effects analysis and correction in high-throughput experiments. It was developed primarily for mass-spectrometry proteomics (DIA/SWATH), but could also be applicable to most omic data with minor adaptations. The package contains functions for diagnostics (proteome/genome-wide and feature-level), correction (normalization and batch effects correction) and quality control. Non-linear fitting based approaches were also included to deal with complex, mass spectrometry-specific signal drifts.

About

Summary

Tools for Diagnostics and Corrections of Batch Effects in Proteomics

Last Updated

Nov 9, 2022 at 21:16

License

GPL-3

Total Downloads

19.1K

Version Downloads

1.9K

Supported Platforms

noarch