BioinformaticsBioinformaticsPeer-reviewed journal article
CUT&RUNTools 2.0: A pipeline for single-cell and bulk-level CUT&RUN and CUT&Tag data analysis
Abstract
Genome-wide profiling of transcription factor binding and chromatin states is a widely-used approach for mechanistic understanding of gene regulation. Recent technology development has enabled such profiling at single-cell resolution. However, an end-to-end computational pipeline for analyzing such data is still lacking. To fill this gap, we have developed a flexible pipeline for analysis and visualization of single-cell CUT&RUN and CUT&Tag data, which provides functions for sequence alignment, quality control, dimensionality reduction, cell clustering, data aggregation, and visualization. Furthermore, it is also seamlessly integrated with the functions in original CUT&RUNTools for population-level analyses. As such, this provides a valuable toolbox for the community.
- assay: ChIP-seq
- assay: CUT&Tag
- research focus: dimensionality reduction
- research focus: clustering
- research focus: database / resource
- research focus: software / tool
- approach: statistical model
- approach: machine learning (classical)
- Citations
- 66
- FWCI
- 3.14
- Field percentile
- top 6%
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