Cargando…

Comparison of strand-specific transcriptomes of enterohemorrhagic Escherichia coli O157:H7 EDL933 (EHEC) under eleven different environmental conditions including radish sprouts and cattle feces

BACKGROUND: Multiple infection sources for enterohemorrhagic Escherichia coli O157:H7 (EHEC) are known, including animal products, fruit and vegetables. The ecology of this pathogen outside its human host is largely unknown and one third of its annotated genes are still hypothetical. To identify gen...

Descripción completa

Detalles Bibliográficos
Autores principales: Landstorfer, Richard, Simon, Svenja, Schober, Steffen, Keim, Daniel, Scherer, Siegfried, Neuhaus, Klaus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4048457/
https://www.ncbi.nlm.nih.gov/pubmed/24885796
http://dx.doi.org/10.1186/1471-2164-15-353
_version_ 1782480528202530816
author Landstorfer, Richard
Simon, Svenja
Schober, Steffen
Keim, Daniel
Scherer, Siegfried
Neuhaus, Klaus
author_facet Landstorfer, Richard
Simon, Svenja
Schober, Steffen
Keim, Daniel
Scherer, Siegfried
Neuhaus, Klaus
author_sort Landstorfer, Richard
collection PubMed
description BACKGROUND: Multiple infection sources for enterohemorrhagic Escherichia coli O157:H7 (EHEC) are known, including animal products, fruit and vegetables. The ecology of this pathogen outside its human host is largely unknown and one third of its annotated genes are still hypothetical. To identify genetic determinants expressed under a variety of environmental factors, we applied strand-specific RNA-sequencing, comparing the SOLiD and Illumina systems. RESULTS: Transcriptomes of EHEC were sequenced under 11 different biotic and abiotic conditions: LB medium at pH4, pH7, pH9, or at 15°C; LB with nitrite or trimethoprim-sulfamethoxazole; LB-agar surface, M9 minimal medium, spinach leaf juice, surface of living radish sprouts, and cattle feces. Of 5379 annotated genes in strain EDL933 (genome and plasmid), a surprising minority of only 144 had null sequencing reads under all conditions. We therefore developed a statistical method to distinguish weakly transcribed genes from background transcription. We find that 96% of all genes and 91.5% of the hypothetical genes exhibit a significant transcriptional signal under at least one condition. Comparing SOLiD and Illumina systems, we find a high correlation between both approaches for fold-changes of the induced or repressed genes. The pathogenicity island LEE showed highest transcriptional activity in LB medium, minimal medium, and after treatment with antibiotics. Unique sets of genes, including many hypothetical genes, are highly up-regulated on radish sprouts, cattle feces, or in the presence of antibiotics. Furthermore, we observed induction of the shiga-toxin carrying phages by antibiotics and confirmed active biofilm related genes on radish sprouts, in cattle feces, and on agar plates. CONCLUSIONS: Since only a minority of genes (2.7%) were not active under any condition tested (null reads), we suggest that the assumption of significant genome over-annotations is wrong. Environmental transcriptomics uncovered hitherto unknown gene functions and unique regulatory patterns in EHEC. For instance, the environmental function of azoR had been elusive, but this gene is highly active on radish sprouts. Thus, NGS-transcriptomics is an appropriate technique to propose new roles of hypothetical genes and to guide future research. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-353) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-4048457
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-40484572014-06-17 Comparison of strand-specific transcriptomes of enterohemorrhagic Escherichia coli O157:H7 EDL933 (EHEC) under eleven different environmental conditions including radish sprouts and cattle feces Landstorfer, Richard Simon, Svenja Schober, Steffen Keim, Daniel Scherer, Siegfried Neuhaus, Klaus BMC Genomics Research Article BACKGROUND: Multiple infection sources for enterohemorrhagic Escherichia coli O157:H7 (EHEC) are known, including animal products, fruit and vegetables. The ecology of this pathogen outside its human host is largely unknown and one third of its annotated genes are still hypothetical. To identify genetic determinants expressed under a variety of environmental factors, we applied strand-specific RNA-sequencing, comparing the SOLiD and Illumina systems. RESULTS: Transcriptomes of EHEC were sequenced under 11 different biotic and abiotic conditions: LB medium at pH4, pH7, pH9, or at 15°C; LB with nitrite or trimethoprim-sulfamethoxazole; LB-agar surface, M9 minimal medium, spinach leaf juice, surface of living radish sprouts, and cattle feces. Of 5379 annotated genes in strain EDL933 (genome and plasmid), a surprising minority of only 144 had null sequencing reads under all conditions. We therefore developed a statistical method to distinguish weakly transcribed genes from background transcription. We find that 96% of all genes and 91.5% of the hypothetical genes exhibit a significant transcriptional signal under at least one condition. Comparing SOLiD and Illumina systems, we find a high correlation between both approaches for fold-changes of the induced or repressed genes. The pathogenicity island LEE showed highest transcriptional activity in LB medium, minimal medium, and after treatment with antibiotics. Unique sets of genes, including many hypothetical genes, are highly up-regulated on radish sprouts, cattle feces, or in the presence of antibiotics. Furthermore, we observed induction of the shiga-toxin carrying phages by antibiotics and confirmed active biofilm related genes on radish sprouts, in cattle feces, and on agar plates. CONCLUSIONS: Since only a minority of genes (2.7%) were not active under any condition tested (null reads), we suggest that the assumption of significant genome over-annotations is wrong. Environmental transcriptomics uncovered hitherto unknown gene functions and unique regulatory patterns in EHEC. For instance, the environmental function of azoR had been elusive, but this gene is highly active on radish sprouts. Thus, NGS-transcriptomics is an appropriate technique to propose new roles of hypothetical genes and to guide future research. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-353) contains supplementary material, which is available to authorized users. BioMed Central 2014-05-09 /pmc/articles/PMC4048457/ /pubmed/24885796 http://dx.doi.org/10.1186/1471-2164-15-353 Text en © Landstorfer et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited.
spellingShingle Research Article
Landstorfer, Richard
Simon, Svenja
Schober, Steffen
Keim, Daniel
Scherer, Siegfried
Neuhaus, Klaus
Comparison of strand-specific transcriptomes of enterohemorrhagic Escherichia coli O157:H7 EDL933 (EHEC) under eleven different environmental conditions including radish sprouts and cattle feces
title Comparison of strand-specific transcriptomes of enterohemorrhagic Escherichia coli O157:H7 EDL933 (EHEC) under eleven different environmental conditions including radish sprouts and cattle feces
title_full Comparison of strand-specific transcriptomes of enterohemorrhagic Escherichia coli O157:H7 EDL933 (EHEC) under eleven different environmental conditions including radish sprouts and cattle feces
title_fullStr Comparison of strand-specific transcriptomes of enterohemorrhagic Escherichia coli O157:H7 EDL933 (EHEC) under eleven different environmental conditions including radish sprouts and cattle feces
title_full_unstemmed Comparison of strand-specific transcriptomes of enterohemorrhagic Escherichia coli O157:H7 EDL933 (EHEC) under eleven different environmental conditions including radish sprouts and cattle feces
title_short Comparison of strand-specific transcriptomes of enterohemorrhagic Escherichia coli O157:H7 EDL933 (EHEC) under eleven different environmental conditions including radish sprouts and cattle feces
title_sort comparison of strand-specific transcriptomes of enterohemorrhagic escherichia coli o157:h7 edl933 (ehec) under eleven different environmental conditions including radish sprouts and cattle feces
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4048457/
https://www.ncbi.nlm.nih.gov/pubmed/24885796
http://dx.doi.org/10.1186/1471-2164-15-353
work_keys_str_mv AT landstorferrichard comparisonofstrandspecifictranscriptomesofenterohemorrhagicescherichiacolio157h7edl933ehecunderelevendifferentenvironmentalconditionsincludingradishsproutsandcattlefeces
AT simonsvenja comparisonofstrandspecifictranscriptomesofenterohemorrhagicescherichiacolio157h7edl933ehecunderelevendifferentenvironmentalconditionsincludingradishsproutsandcattlefeces
AT schobersteffen comparisonofstrandspecifictranscriptomesofenterohemorrhagicescherichiacolio157h7edl933ehecunderelevendifferentenvironmentalconditionsincludingradishsproutsandcattlefeces
AT keimdaniel comparisonofstrandspecifictranscriptomesofenterohemorrhagicescherichiacolio157h7edl933ehecunderelevendifferentenvironmentalconditionsincludingradishsproutsandcattlefeces
AT scherersiegfried comparisonofstrandspecifictranscriptomesofenterohemorrhagicescherichiacolio157h7edl933ehecunderelevendifferentenvironmentalconditionsincludingradishsproutsandcattlefeces
AT neuhausklaus comparisonofstrandspecifictranscriptomesofenterohemorrhagicescherichiacolio157h7edl933ehecunderelevendifferentenvironmentalconditionsincludingradishsproutsandcattlefeces