Downstream analyses of promoter sequence architectures and HTML report generation
seqArchRplus facilitates downstream analyses of promoter sequence
architectures/clusters identified by seqArchR (or any other tool/method).
With additional available information such as the TPM values and interquantile
widths (IQWs) of the CAGE tag clusters, seqArchRplus can order the input
promoter clusters by their shape (based on IQWs information), and write the
cluster information as browser/IGV track files.
Provided visualizations are of two kind: per sample/stage and per cluster
visualizations.
Those of the first kind include: plot panels for each sample showing per
cluster shape, TPM and other score distributions, sequence logos, and peak
annotations.
The second include per cluster chromosome-wise and strand
distributions, motif occurrence heatmaps and GO (Gene Ontology) term
enrichments.
Additionally, seqArchRplus can also generate HTML reports for easy viewing and
comparison of promoter architectures between samples/stages.
Installation
The latest stable version of seqArchRplus can be installed from Bioconductor
as shown below.
if (!require("BiocManager", quietly = TRUE)) {
install.packages("BiocManager")
}
BiocManager::install("seqArchRplus")
In case of any errors or help required, please consider filing a
new issue.
seqArchRplus
Downstream analyses of promoter sequence architectures and HTML report generation
seqArchRplus facilitates downstream analyses of promoter sequence architectures/clusters identified by seqArchR (or any other tool/method). With additional available information such as the TPM values and interquantile widths (IQWs) of the CAGE tag clusters, seqArchRplus can order the input promoter clusters by their shape (based on IQWs information), and write the cluster information as browser/IGV track files. Provided visualizations are of two kind: per sample/stage and per cluster visualizations. Those of the first kind include: plot panels for each sample showing per cluster shape, TPM and other score distributions, sequence logos, and peak annotations. The second include per cluster chromosome-wise and strand distributions, motif occurrence heatmaps and GO (Gene Ontology) term enrichments. Additionally, seqArchRplus can also generate HTML reports for easy viewing and comparison of promoter architectures between samples/stages.
Installation
The latest stable version of seqArchRplus can be installed from Bioconductor as shown below.
In case of any errors or help required, please consider filing a new issue.