bioconductor-probatch
Tools for Diagnostics and Corrections of Batch Effects in Proteomics
Tools for Diagnostics and Corrections of Batch Effects in Proteomics
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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.
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