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bioconductor-batchqc

Community

Batch Effects Quality Control Software

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-batchqc

Usage Tracking

2.2.0
1.30.0
1.28.0
1.26.0
1.22.0
5 / 8 versions selected
Total downloads: 0

Description

Sequencing and microarray samples often are collected or processed in multiple batches or at different times. This often produces technical biases that can lead to incorrect results in the downstream analysis. BatchQC is a software tool that streamlines batch preprocessing and evaluation by providing interactive diagnostics, visualizations, and statistical analyses to explore the extent to which batch variation impacts the data. BatchQC diagnostics help determine whether batch adjustment needs to be done, and how correction should be applied before proceeding with a downstream analysis. Moreover, BatchQC interactively applies multiple common batch effect approaches to the data and the user can quickly see the benefits of each method. BatchQC is developed as a Shiny App. The output is organized into multiple tabs and each tab features an important part of the batch effect analysis and visualization of the data. The BatchQC interface has the following analysis groups: Summary, Differential Expression, Median Correlations, Heatmaps, Circular Dendrogram, PCA Analysis, Shape, ComBat and SVA.

About

Summary

Batch Effects Quality Control Software

Information Last Updated

Apr 22, 2025 at 15:28

License

MIT + file LICENSE

Total Downloads

33.4K

Platforms

Linux 64 Version: 1.8.1
macOS 64 Version: 1.8.1
noarch Version: 2.2.0