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Collis RM, Biggs PJ, Midwinter AC, Browne AS, Wilkinson DA, Irshad H, French NP, Brightwell G, Cookson AL. Genomic epidemiology and carbon metabolism of Escherichia coli serogroup O145 reflect contrasting phylogenies. PLoS One 2020; 15:e0235066. [PMID: 32584859 PMCID: PMC7316241 DOI: 10.1371/journal.pone.0235066] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 06/08/2020] [Indexed: 11/18/2022] Open
Abstract
Shiga toxin-producing Escherichia coli (STEC) are a leading cause of foodborne outbreaks of human disease, but they reside harmlessly as an asymptomatic commensal in the ruminant gut. STEC serogroup O145 are difficult to isolate as routine diagnostic methods are unable to distinguish non-O157 serogroups due to their heterogeneous metabolic characteristics, resulting in under-reporting which is likely to conceal their true prevalence. In light of these deficiencies, the purpose of this study was a twofold approach to investigate enhanced STEC O145 diagnostic culture-based methods: firstly, to use a genomic epidemiology approach to understand the genetic diversity and population structure of serogroup O145 at both a local (New Zealand) (n = 47) and global scale (n = 75) and, secondly, to identify metabolic characteristics that will help the development of a differential media for this serogroup. Analysis of a subset of E. coli serogroup O145 strains demonstrated considerable diversity in carbon utilisation, which varied in association with eae subtype and sequence type. Several carbon substrates, such as D-serine and D-malic acid, were utilised by the majority of serogroup O145 strains, which, when coupled with current molecular and culture-based methods, could aid in the identification of presumptive E. coli serogroup O145 isolates. These carbon substrates warrant subsequent testing with additional serogroup O145 strains and non-O145 strains. Serogroup O145 strains displayed extensive genetic heterogeneity that was correlated with sequence type and eae subtype, suggesting these genetic markers are good indicators for distinct E. coli phylogenetic lineages. Pangenome analysis identified a core of 3,036 genes and an open pangenome of >14,000 genes, which is consistent with the identification of distinct phylogenetic lineages. Overall, this study highlighted the phenotypic and genotypic heterogeneity within E. coli serogroup O145, suggesting that the development of a differential media targeting this serogroup will be challenging.
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Affiliation(s)
- Rose M. Collis
- AgResearch Ltd, Hopkirk Research Institute, Massey University, Palmerston North, New Zealand
- Molecular Epidemiology and Veterinary Public Health Laboratory (EpiLab), Infectious Disease Research Centre, School of Veterinary Science, Massey University, Palmerston North, New Zealand
| | - Patrick J. Biggs
- Molecular Epidemiology and Veterinary Public Health Laboratory (EpiLab), Infectious Disease Research Centre, School of Veterinary Science, Massey University, Palmerston North, New Zealand
- School of Fundamental Sciences, Massey University, Palmerston North, New Zealand
- New Zealand Food Safety Science and Research Centre, Massey University, Palmerston North, New Zealand
| | - Anne C. Midwinter
- Molecular Epidemiology and Veterinary Public Health Laboratory (EpiLab), Infectious Disease Research Centre, School of Veterinary Science, Massey University, Palmerston North, New Zealand
| | - A. Springer Browne
- Molecular Epidemiology and Veterinary Public Health Laboratory (EpiLab), Infectious Disease Research Centre, School of Veterinary Science, Massey University, Palmerston North, New Zealand
| | - David A. Wilkinson
- Molecular Epidemiology and Veterinary Public Health Laboratory (EpiLab), Infectious Disease Research Centre, School of Veterinary Science, Massey University, Palmerston North, New Zealand
- New Zealand Food Safety Science and Research Centre, Massey University, Palmerston North, New Zealand
| | - Hamid Irshad
- Animal Health Programme, National Agricultural Research Centre, Islamabad, Pakistan
| | - Nigel P. French
- Molecular Epidemiology and Veterinary Public Health Laboratory (EpiLab), Infectious Disease Research Centre, School of Veterinary Science, Massey University, Palmerston North, New Zealand
- New Zealand Food Safety Science and Research Centre, Massey University, Palmerston North, New Zealand
| | - Gale Brightwell
- AgResearch Ltd, Hopkirk Research Institute, Massey University, Palmerston North, New Zealand
- New Zealand Food Safety Science and Research Centre, Massey University, Palmerston North, New Zealand
| | - Adrian L. Cookson
- AgResearch Ltd, Hopkirk Research Institute, Massey University, Palmerston North, New Zealand
- Molecular Epidemiology and Veterinary Public Health Laboratory (EpiLab), Infectious Disease Research Centre, School of Veterinary Science, Massey University, Palmerston North, New Zealand
- * E-mail:
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Cho SH, Lee KM, Kim CH, Kim SS. Construction of a Lectin-Glycan Interaction Network from Enterohemorrhagic Escherichia coli Strains by Multi-omics Analysis. Int J Mol Sci 2020; 21:ijms21082681. [PMID: 32290560 PMCID: PMC7215717 DOI: 10.3390/ijms21082681] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 04/04/2020] [Accepted: 04/07/2020] [Indexed: 11/17/2022] Open
Abstract
Enterohemorrhagic Escherichia coli (EHEC) causes hemorrhagic colitis and hemolytic uremic syndrome. EHEC infection begins with bacterial adherence to the host intestine via lectin-like adhesins that bind to the intestinal wall. However, EHEC-related lectin–glycan interactions (LGIs) remain unknown. Here, we conducted a genome-wide investigation of putative adhesins to construct an LGI network. We performed microarray-based transcriptomic and proteomic analyses with E. coli EDL933. Using PSORTb-based analysis, potential outer-membrane-embedded adhesins were predicted from the annotated genes of 318 strains. Predicted proteins were classified using TMHMM v2.0, SignalP v5.0, and LipoP v1.0. Functional and protein–protein interaction analyses were performed using InterProScan and String databases, respectively. Structural information of lectin candidate proteins was predicted using Iterative Threading ASSEmbly Refinement (I-TASSER) and Spatial Epitope Prediction of Protein Antigens (SEPPA) tools based on 3D structure and B-cell epitopes. Pathway analysis returned 42,227 Gene Ontology terms; we then selected 2585 lectin candidate proteins by multi-omics analysis and performed homology modeling and B-cell epitope analysis. We predicted a total of 24,400 outer-membrane-embedded proteins from the genome of 318 strains and integrated multi-omics information into the genomic information of the proteins. Our integrated multi-omics data will provide a useful resource for the construction of LGI networks of E. coli.
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Affiliation(s)
- Seung-Hak Cho
- Division of Bacterial Disease Research, Center for Infectious Disease Research, Korea National Institute of Health, Cheongju, Chungchungbuk-do 28160, Korea; (S.-H.C.); (K.M.L.)
| | - Kang Mo Lee
- Division of Bacterial Disease Research, Center for Infectious Disease Research, Korea National Institute of Health, Cheongju, Chungchungbuk-do 28160, Korea; (S.-H.C.); (K.M.L.)
| | - Cheorl-Ho Kim
- Glycobiology Unit, Department of Biological Science, Sungkyunkwan University and Samsung Advanced Institute for Health Science and Technology (SAIHST), Suwon, Gyeonggi-do 16419, Korea
- Correspondence: (C.-H.K.); (S.S.K.); Tel.: +82-031-290-7002 (C.-H.K.); +82-043-719-8400 (S.S.K.); Fax: +82-043-719-8402 (S.S.K.)
| | - Sung Soon Kim
- Division of Bacterial Disease Research, Center for Infectious Disease Research, Korea National Institute of Health, Cheongju, Chungchungbuk-do 28160, Korea; (S.-H.C.); (K.M.L.)
- Correspondence: (C.-H.K.); (S.S.K.); Tel.: +82-031-290-7002 (C.-H.K.); +82-043-719-8400 (S.S.K.); Fax: +82-043-719-8402 (S.S.K.)
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Ranjith K, Arunasri K, Reddy GS, Adicherla H, Sharma S, Shivaji S. Global gene expression in Escherichia coli, isolated from the diseased ocular surface of the human eye with a potential to form biofilm. Gut Pathog 2017; 9:15. [PMID: 28392838 PMCID: PMC5379667 DOI: 10.1186/s13099-017-0164-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2017] [Accepted: 03/25/2017] [Indexed: 01/10/2023] Open
Abstract
Background Escherichia coli, the gastrointestinal commensal, is also known to cause ocular infections such as conjunctivitis, keratitis and endophthalmitis. These infections are normally resolved by topical application of an appropriate antibiotic. But, at times these E. coli are resistant to the antibiotic and this could be due to formation of a biofilm. In this study ocular E. coli from patients with conjunctivitis, keratitis or endophthalmitis were screened for their antibiotic susceptibility and biofilm formation potential. In addition DNA-microarray analysis was done to identify genes that are involved in biofilm formation and antibiotic resistance. Results Out of 12 ocular E. coli isolated from patients ten isolates were resistant to one or more of the nine antibiotics tested and majority of the isolates were positive for biofilm formation. In E. coli L-1216/2010, the best biofilm forming isolate, biofilm formation was confirmed by scanning electron microscopy. Confocal laser scanning microscopic studies indicated that the thickness of the biofilm increased up to 72 h of growth. Further, in the biofilm phase, E. coli L-1216/2010 was 100 times more resistant to the eight antibiotics tested compared to planktonic phase. DNA microarray analysis indicated that in biofilm forming E. coli L-1216/2010 genes encoding biofilm formation such as cell adhesion genes, LPS production genes, genes required for biofilm architecture and extracellular matrix remodeling and genes encoding for proteins that are integral to the cell membrane and those that influence antigen presentation are up regulated during biofilm formation. In addition genes that confer antimicrobial resistance such as genes encoding antimicrobial efflux (mdtM and cycA), virulence (insQ, yjgK), toxin production (sat, yjgK, chpS, chpB and ygjN), transport of amino-acids and other metabolites (cbrB, cbrC, hisI and mglB) are also up regulated. These genes could serve as potential targets for developing strategies for hacking biofilms and overcoming antibiotic resistance. Conclusions This is the first study on global gene expression in antibiotic resistant ocular E. coli with a potential to form biofilm. Using native ocular isolates for antibiotic susceptibility testing, for biofilm formation and global gene expression is relevant and more acceptable than using type strains or non clinical strains which do not necessarily mimic the native isolate. Electronic supplementary material The online version of this article (doi:10.1186/s13099-017-0164-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Konduri Ranjith
- Jhaveri Microbiology Centre, Brien Holden Eye Research Centre, L V Prasad Eye Institute, Kallam Anji Reddy campus, Hyderabad, 500007 India.,Research Scholar, Manipal University, Manipal, Karnataka 576104 India
| | - Kotakonda Arunasri
- Jhaveri Microbiology Centre, Brien Holden Eye Research Centre, L V Prasad Eye Institute, Kallam Anji Reddy campus, Hyderabad, 500007 India
| | | | | | - Savitri Sharma
- Jhaveri Microbiology Centre, Brien Holden Eye Research Centre, L V Prasad Eye Institute, Kallam Anji Reddy campus, Hyderabad, 500007 India
| | - Sisinthy Shivaji
- Jhaveri Microbiology Centre, Brien Holden Eye Research Centre, L V Prasad Eye Institute, Kallam Anji Reddy campus, Hyderabad, 500007 India
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