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ArchR is a scalable software package for integrative single-cell chromatin accessibility analysis
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ArchR is a scalable software package for integrative single-cell chromatin accessibility analysis
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Journal Article
ArchR is a scalable software package for integrative single-cell chromatin accessibility analysis
2021
Overview
The advent of single-cell chromatin accessibility profiling has accelerated the ability to map gene regulatory landscapes but has outpaced the development of scalable software to rapidly extract biological meaning from these data. Here we present a software suite for single-cell analysis of regulatory chromatin in R (ArchR;
https://www.archrproject.com/
) that enables fast and comprehensive analysis of single-cell chromatin accessibility data. ArchR provides an intuitive, user-focused interface for complex single-cell analyses, including doublet removal, single-cell clustering and cell type identification, unified peak set generation, cellular trajectory identification, DNA element-to-gene linkage, transcription factor footprinting, mRNA expression level prediction from chromatin accessibility and multi-omic integration with single-cell RNA sequencing (scRNA-seq). Enabling the analysis of over 1.2 million single cells within 8 h on a standard Unix laptop, ArchR is a comprehensive software suite for end-to-end analysis of single-cell chromatin accessibility that will accelerate the understanding of gene regulation at the resolution of individual cells.
ArchR is a software suite that enables efficient and end-to-end analysis of single-cell chromatin accessibility data (scATAC-seq).
Publisher
Nature Publishing Group US,Nature Publishing Group
Subject
/ 38/23
/ 38/39
/ 45
/ Animal Genetics and Genomics
/ Animals
/ Biomedical and Life Sciences
/ Datasets
/ DNA
/ Genome
/ Genomics
/ Humans
/ Mice
/ Science
/ Sequence Analysis, RNA - methods
/ Single-Cell Analysis - methods
/ Software
/ Transcription Factors - genetics
/ Transcription Factors - metabolism
/ UNIX
