`exploreatacseq` provides methods for exploratory analysis of multiple ATAC-seq datasets, which might represent multiple cell types or treatment conditions. The primary function is `explore()`, which takes as input a set of BAM files containing data from bulk or single-cell ATAC-seq experiments, along with some metadata for each file. Each ATAC-seq dataset is pre-processed and normalized, and then a principal component analysis is performed. The output of `explore()` is a table of PC coordinates for each input file along with a customizable PCA plot.
Package details |
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Bioconductor views | ATACSeq CellBiology DimensionReduction Epigenetics PrincipalComponent SingleCell |
Maintainer | |
License | MIT + file LICENSE |
Version | 1.7.0 |
URL | https://github.com/anthony-aylward/exploreatacseq |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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