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An advanced bioinformatics approach for analyzing RNA-seq data reveals sigma H-dependent regulation of competence genes in Listeria monocytogenes
BACKGROUND: Alternative σ factors are important transcriptional regulators in bacteria. While σ(B) has been shown to control a large regulon and play important roles in stress response and virulence in the pathogen Listeria monocytogenes, the function of σ(H) has not yet been well defined in Listeri...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4754846/ https://www.ncbi.nlm.nih.gov/pubmed/26880300 http://dx.doi.org/10.1186/s12864-016-2432-9 |
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author | Liu, Yichang Orsi, Renato Hohl Boor, Kathryn Jean Wiedmann, Martin Guariglia-Oropeza, Veronica |
author_facet | Liu, Yichang Orsi, Renato Hohl Boor, Kathryn Jean Wiedmann, Martin Guariglia-Oropeza, Veronica |
author_sort | Liu, Yichang |
collection | PubMed |
description | BACKGROUND: Alternative σ factors are important transcriptional regulators in bacteria. While σ(B) has been shown to control a large regulon and play important roles in stress response and virulence in the pathogen Listeria monocytogenes, the function of σ(H) has not yet been well defined in Listeria, even though σ(H) controls a large regulon in the closely related non-pathogenic Bacillus subtilis. RESULTS: Using RNA-seq characterization of a L. monocytogenes strain with deletions of all 4 genes encoding alternative σ factors (ΔBCHL), which was further modified to overexpress sigH (ΔBCHL::P(rha)-sigH), we identified 6 transcription units (TUs) that are transcribed from σ(H)-dependent promoters. Five of these TUs had not been previously identified. Identification of these promoters was facilitated by use of a bio-informatics approach that compared normalized RNA-seq coverage (NRC), between ΔBCHL::P(rha)-sigH and a ΔBCHL control, using sliding windows of 51 nt along the whole genome rather than comparing NRC calculated only for whole genes. Interestingly, we found that three operons that encode competence genes (comGABCDEFG, comEABC, coiA) are transcribed from σ(H)-dependent promoters. While these promoters were highly conserved in L. monocytogenes, none of them were found in all Listeria spp. and coiA and its σ(H)-dependent promoter were only found in L. monocytogenes. CONCLUSIONS: Our data indicate that a number of L. monocytogenes competence genes are regulated by σ(H). This σ(H)-dependent regulation of competence related genes is conserved in the pathogen L. monocytogenes, but not in other non-pathogenic Listeria strains. Combined with prior data that indicated a role of σ(H) in virulence in a mouse model, this suggests a possible novel role of σ(H)-dependent competence genes in L. monocytogenes virulence. Development and implementation of a sliding window approach to identify differential transcription using RNA-seq data, not only allowed for identification of σ(H)-dependent promoters, but also provides a general approach for sensitive identification of differentially transcribed promoters and genes, particularly for genes that are transcribed from multiple promoter elements only some of which show differential transcription. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-2432-9) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4754846 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-47548462016-02-17 An advanced bioinformatics approach for analyzing RNA-seq data reveals sigma H-dependent regulation of competence genes in Listeria monocytogenes Liu, Yichang Orsi, Renato Hohl Boor, Kathryn Jean Wiedmann, Martin Guariglia-Oropeza, Veronica BMC Genomics Research Article BACKGROUND: Alternative σ factors are important transcriptional regulators in bacteria. While σ(B) has been shown to control a large regulon and play important roles in stress response and virulence in the pathogen Listeria monocytogenes, the function of σ(H) has not yet been well defined in Listeria, even though σ(H) controls a large regulon in the closely related non-pathogenic Bacillus subtilis. RESULTS: Using RNA-seq characterization of a L. monocytogenes strain with deletions of all 4 genes encoding alternative σ factors (ΔBCHL), which was further modified to overexpress sigH (ΔBCHL::P(rha)-sigH), we identified 6 transcription units (TUs) that are transcribed from σ(H)-dependent promoters. Five of these TUs had not been previously identified. Identification of these promoters was facilitated by use of a bio-informatics approach that compared normalized RNA-seq coverage (NRC), between ΔBCHL::P(rha)-sigH and a ΔBCHL control, using sliding windows of 51 nt along the whole genome rather than comparing NRC calculated only for whole genes. Interestingly, we found that three operons that encode competence genes (comGABCDEFG, comEABC, coiA) are transcribed from σ(H)-dependent promoters. While these promoters were highly conserved in L. monocytogenes, none of them were found in all Listeria spp. and coiA and its σ(H)-dependent promoter were only found in L. monocytogenes. CONCLUSIONS: Our data indicate that a number of L. monocytogenes competence genes are regulated by σ(H). This σ(H)-dependent regulation of competence related genes is conserved in the pathogen L. monocytogenes, but not in other non-pathogenic Listeria strains. Combined with prior data that indicated a role of σ(H) in virulence in a mouse model, this suggests a possible novel role of σ(H)-dependent competence genes in L. monocytogenes virulence. Development and implementation of a sliding window approach to identify differential transcription using RNA-seq data, not only allowed for identification of σ(H)-dependent promoters, but also provides a general approach for sensitive identification of differentially transcribed promoters and genes, particularly for genes that are transcribed from multiple promoter elements only some of which show differential transcription. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-2432-9) contains supplementary material, which is available to authorized users. BioMed Central 2016-02-16 /pmc/articles/PMC4754846/ /pubmed/26880300 http://dx.doi.org/10.1186/s12864-016-2432-9 Text en © Liu et al. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Liu, Yichang Orsi, Renato Hohl Boor, Kathryn Jean Wiedmann, Martin Guariglia-Oropeza, Veronica An advanced bioinformatics approach for analyzing RNA-seq data reveals sigma H-dependent regulation of competence genes in Listeria monocytogenes |
title | An advanced bioinformatics approach for analyzing RNA-seq data reveals sigma H-dependent regulation of competence genes in Listeria monocytogenes |
title_full | An advanced bioinformatics approach for analyzing RNA-seq data reveals sigma H-dependent regulation of competence genes in Listeria monocytogenes |
title_fullStr | An advanced bioinformatics approach for analyzing RNA-seq data reveals sigma H-dependent regulation of competence genes in Listeria monocytogenes |
title_full_unstemmed | An advanced bioinformatics approach for analyzing RNA-seq data reveals sigma H-dependent regulation of competence genes in Listeria monocytogenes |
title_short | An advanced bioinformatics approach for analyzing RNA-seq data reveals sigma H-dependent regulation of competence genes in Listeria monocytogenes |
title_sort | advanced bioinformatics approach for analyzing rna-seq data reveals sigma h-dependent regulation of competence genes in listeria monocytogenes |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4754846/ https://www.ncbi.nlm.nih.gov/pubmed/26880300 http://dx.doi.org/10.1186/s12864-016-2432-9 |
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