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Programmatic access to bacterial regulatory networks with regutools.
Chávez, Joselyn; Barberena-Jonas, Carmina; Sotelo-Fonseca, Jesus E; Alquicira-Hernández, José; Salgado, Heladia; Collado-Torres, Leonardo; Reyes, Alejandro.
Afiliação
  • Chávez J; Departamento de Microbiología Molecular, Instituto de Biotecnología.
  • Barberena-Jonas C; Programa de Genómica Computacional, Centro de Ciencias Genómicas.
  • Sotelo-Fonseca JE; Licenciatura de Ciencias Genómicas, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Cuernavaca, Morelos, Mexico 62210.
  • Alquicira-Hernández J; National Laboratory of Genomics for Biodiversity, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Irapuato, Guanajuato 36821, Mexico.
  • Salgado H; Programa de Genómica Computacional, Centro de Ciencias Genómicas.
  • Collado-Torres L; Licenciatura de Ciencias Genómicas, Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Cuernavaca, Morelos, Mexico 62210.
  • Reyes A; National Laboratory of Genomics for Biodiversity, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Irapuato, Guanajuato 36821, Mexico.
Bioinformatics ; 36(16): 4532-4534, 2020 08 15.
Article em En | MEDLINE | ID: mdl-32573705
SUMMARY: RegulonDB has collected, harmonized and centralized data from hundreds of experiments for nearly two decades and is considered a point of reference for transcriptional regulation in Escherichia coli K12. Here, we present the regutools R package to facilitate programmatic access to RegulonDB data in computational biology. regutools gives researchers the possibility of writing reproducible workflows with automated queries to RegulonDB. The regutools package serves as a bridge between RegulonDB data and the Bioconductor ecosystem by reusing the data structures and statistical methods powered by other Bioconductor packages. We demonstrate the integration of regutools with Bioconductor by analyzing transcription factor DNA binding sites and transcriptional regulatory networks from RegulonDB. We anticipate that regutools will serve as a useful building block in our progress to further our understanding of gene regulatory networks. AVAILABILITY AND IMPLEMENTATION: regutools is an R package available through Bioconductor at bioconductor.org/packages/regutools.
Assuntos

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Ecossistema / Escherichia coli K12 Idioma: En Ano de publicação: 2020 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Ecossistema / Escherichia coli K12 Idioma: En Ano de publicação: 2020 Tipo de documento: Article