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...
Autores principales: | , , , , , |
---|---|
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 |