regutools

R package to extract and process data from RegulonDB

https://github.com/comunidadbioinfo/regutools

Science Score: 13.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
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    Found 10 DOI reference(s) in README
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    Low similarity (14.8%) to scientific vocabulary

Keywords

bioconductor cdsb regulondb rstats

Keywords from Contributors

bioconductor-package gene scrna-seq human-cell-atlas rna-seq-analysis rare-disease diagnostics transcriptomics splicing rnaseq
Last synced: 6 months ago · JSON representation

Repository

R package to extract and process data from RegulonDB

Basic Info
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  • Stars: 5
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  • Forks: 4
  • Open Issues: 0
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Fork of joseah/regutools
Topics
bioconductor cdsb regulondb rstats
Created almost 7 years ago · Last pushed about 1 year ago

https://github.com/ComunidadBioInfo/regutools/blob/devel/


# regutools 


[![Lifecycle: stable](https://img.shields.io/badge/lifecycle-stable-brightgreen.svg)](https://www.tidyverse.org/lifecycle/#stable) [![BioC status](http://www.bioconductor.org/shields/build/release/bioc/regutools.svg)](https://bioconductor.org/checkResults/release/bioc-LATEST/regutools) [![BioC dev status](http://www.bioconductor.org/shields/build/devel/bioc/regutools.svg)](https://bioconductor.org/checkResults/devel/bioc-LATEST/regutools) [![Codecov test coverage](https://codecov.io/gh/ComunidadBioInfo/regutools/branch/master/graph/badge.svg)](https://codecov.io/gh/ComunidadBioInfo/regutools?branch=master) [![R build status](https://github.com/ComunidadBioInfo/regutools/workflows/R-CMD-check-bioc/badge.svg)](https://github.com/ComunidadBioInfo/regutools/actions) [![Support site activity, last 6 months: tagged questions/avg. answers per question/avg. comments per question/accepted answers, or 0 if no tagged posts.](http://www.bioconductor.org/shields/posts/regutools.svg)](https://support.bioconductor.org/t/regutools/) [![GitHub issues](https://img.shields.io/github/issues/comunidadbioinfo/regutools)](https://github.com/comunidadbioinfo/regutools/issues) 

The goal of `regutools` is to provide an R interface for extracting and processing data from [RegulonDB](http://regulondb.ccg.unam.mx/). This package was created as a collaboration by members of the [Community of Bioinformatics Software Developers](https://comunidadbioinfo.github.io/) (CDSB in Spanish).

For more details, please check the [documentation website](http://comunidadbioinfo.github.io/regutools) or the Bioconductor package landing page [here](https://bioconductor.org/packages/regutools).

## Installation

You can install the released version of `regutools` from [Bioconductor](http://bioconductor.org/) with:

``` r
if (!requireNamespace("BiocManager", quietly = TRUE)) {
      install.packages("BiocManager")
  }

BiocManager::install("regutools")

## Check that you have a valid Bioconductor installation
BiocManager::valid()
```

And the development version from [GitHub](https://github.com/) with:

``` r
BiocManager::install("ComunidadBioinfo/regutools")
```

## Example

This is a basic example which shows you how to use `regutools`. For more details, please check the vignette.

``` r
library("regutools")
## basic example code

## Connect to the RegulonDB database if necessary
if (!exists("regulondb_conn")) regulondb_conn <- connect_database()
#> snapshotDate(): 2021-08-03
#> adding rname 'https://www.dropbox.com/s/ufp6wqcv5211v1w/regulondb_v10.8_sqlite.db?dl=1'

## Build a regulondb object
e_coli_regulondb <-
    regulondb(
        database_conn = regulondb_conn,
        organism = "E.coli",
        database_version = "1",
        genome_version = "1"
    )

## Get the araC regulators
araC_regulation <-
    get_gene_regulators(
        e_coli_regulondb,
        genes = c("araC"),
        format = "multirow",
        output.type = "TF"
    )

## Summarize the araC regulation
get_regulatory_summary(e_coli_regulondb, araC_regulation)
#> regulondb_result with 3 rows and 7 columns
#>            TF Regulated_genes_per_TF          Percent   Activator   Repressor
#>                       
#> 1        AraC                      1 33.3333333333333           0           0
#> 2         CRP                      1 33.3333333333333           1           0
#> 3        XylR                      1 33.3333333333333           0           1
#>          Dual Regulated_genes
#>        
#> 1           1            araC
#> 2           0            araC
#> 3           0            araC
```

## Documentation

For more information about `regutools` check the vignettes [through Bioconductor](http://bioconductor.org/packages/regutools) or at the [documentation website](http://comunidadbioinfo.github.io/regutools).

## Installation instructions

Get the latest stable `R` release from [CRAN](http://cran.r-project.org/). Then install `regutools` from [Bioconductor](http://bioconductor.org/) using the following code:

``` r
if (!requireNamespace("BiocManager", quietly = TRUE)) {
      install.packages("BiocManager")
  }

BiocManager::install("regutools")
```

## Citation

Below is the citation output from using `citation('regutools')` in R. Please run this yourself to check for any updates on how to cite **regutools**.

``` r
print(citation("regutools"), bibtex = TRUE)
#> 
#> Chvez J, Barberena-Jonas C, Sotelo-Fonseca JE, Alquicira-Hernandez J,
#> Salgado H, Collado-Torres L, Reyes A (2021). _regutools: an R package
#> for data extraction from RegulonDB_. doi: 10.18129/B9.bioc.regutools
#> (URL: https://doi.org/10.18129/B9.bioc.regutools),
#> https://github.com/comunidadbioinfo/regutools - R package version
#> 1.5.0, .
#> 
#> A BibTeX entry for LaTeX users is
#> 
#>   @Manual{,
#>     title = {regutools: an R package for data extraction from RegulonDB},
#>     author = {Joselyn Chvez and Carmina Barberena-Jonas and Jesus Emiliano Sotelo-Fonseca and Jose Alquicira-Hernandez and Heladia Salgado and Leonardo Collado-Torres and Alejandro Reyes},
#>     year = {2021},
#>     url = {http://www.bioconductor.org/packages/regutools},
#>     note = {https://github.com/comunidadbioinfo/regutools - R package version 1.5.0},
#>     doi = {10.18129/B9.bioc.regutools},
#>   }
#> 
#> Chvez J, Barberena-Jonas C, Sotelo-Fonseca JE, Alquicira-Hernandez J,
#> Salgado H, Collado-Torres L, Reyes A (2020). "Programmatic access to
#> bacterial regulatory networks with regutools." _Bioinformatics_. doi:
#> 10.1093/bioinformatics/btaa575 (URL:
#> https://doi.org/10.1093/bioinformatics/btaa575),  https://academic.oup.com/bioinformatics/advance-article-abstract/doi/10.1093/bioinformatics/btaa575/5861528>.
#> 
#> A BibTeX entry for LaTeX users is
#> 
#>   @Article{,
#>     title = {Programmatic access to bacterial regulatory networks with regutools},
#>     author = {Joselyn Chvez and Carmina Barberena-Jonas and Jesus Emiliano Sotelo-Fonseca and Jose Alquicira-Hernandez and Heladia Salgado and Leonardo Collado-Torres and Alejandro Reyes},
#>     year = {2020},
#>     journal = {Bioinformatics},
#>     doi = {10.1093/bioinformatics/btaa575},
#>     url = {https://academic.oup.com/bioinformatics/advance-article-abstract/doi/10.1093/bioinformatics/btaa575/5861528},
#>   }
```

Please note that the `regutools` was only made possible thanks to many other R and bioinformatics software authors, which are cited either in the vignettes and/or the paper(s) describing this package.

## Code of Conduct

Please note that the derfinderPlot project is released with a [Contributor Code of Conduct](https://contributor-covenant.org/version/2/0/CODE_OF_CONDUCT.html). By contributing to this project, you agree to abide by its terms.

## Development tools

-   Continuous code testing is possible thanks to [GitHub actions](https://www.tidyverse.org/blog/2020/04/usethis-1-6-0/) through *[usethis](https://CRAN.R-project.org/package=usethis)*, *[remotes](https://CRAN.R-project.org/package=remotes)*, *[sysreqs](https://github.com/r-hub/sysreqs)* and *[rcmdcheck](https://CRAN.R-project.org/package=rcmdcheck)* customized to use [Bioconductor's docker containers](https://www.bioconductor.org/help/docker/) and *[BiocCheck](https://bioconductor.org/packages/3.14/BiocCheck)*.
-   Code coverage assessment is possible thanks to [codecov](https://codecov.io/gh) and *[covr](https://CRAN.R-project.org/package=covr)*.
-   The [documentation website](http://comunidadbioinfo.github.io/regutools) is automatically updated thanks to *[pkgdown](https://CRAN.R-project.org/package=pkgdown)*.
-   The code is styled automatically thanks to *[styler](https://CRAN.R-project.org/package=styler)*.
-   The documentation is formatted thanks to *[devtools](https://CRAN.R-project.org/package=devtools)* and *[roxygen2](https://CRAN.R-project.org/package=roxygen2)*.

For more details, check the `dev` directory.

This package was developed using *[biocthis](https://bioconductor.org/packages/3.14/biocthis)*.

# RegulonDB



# A CDSB community project


Owner

  • Name: CDSB
  • Login: ComunidadBioInfo
  • Kind: organization
  • Location: Cuernavaca, México

Comunidad de Desarrolladores de Software en BIoinformática

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bioconductor.org: regutools

regutools: an R package for data extraction from RegulonDB

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