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Frolova D, Lima L, Roberts LW, Bohnenkämper L, Wittler R, Stoye J, Iqbal Z. Applying rearrangement distances to enable plasmid epidemiology with pling. Microb Genom 2024; 10:001300. [PMID: 39401066 PMCID: PMC11472880 DOI: 10.1099/mgen.0.001300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 09/05/2024] [Indexed: 10/15/2024] Open
Abstract
Plasmids are a key vector of antibiotic resistance, but the current bioinformatics toolkit is not well suited to tracking them. The rapid structural changes seen in plasmid genomes present considerable challenges to evolutionary and epidemiological analysis. Typical approaches are either low resolution (replicon typing) or use shared k-mer content to define a genetic distance. However, this distance can both overestimate plasmid relatedness by ignoring rearrangements, and underestimate by over-penalizing gene gain/loss. Therefore a model is needed which captures the key components of how plasmid genomes evolve structurally - through gene/block gain or loss, and rearrangement. A secondary requirement is to prevent promiscuous transposable elements (TEs) leading to over-clustering of unrelated plasmids. We choose the 'Double Cut and Join Indel' (DCJ-Indel) model, in which plasmids are studied at a coarse level, as a sequence of signed integers (representing genes or aligned blocks), and the distance between two plasmids is the minimum number of rearrangement events or indels needed to transform one into the other. We show how this gives much more meaningful distances between plasmids. We introduce a software workflow pling (https://github.com/iqbal-lab-org/pling), which uses the DCJ-Indel model, to calculate distances between plasmids and then cluster them. In our approach, we combine containment distances and DCJ-Indel distances to build a TE-aware plasmid network. We demonstrate superior performance and interpretability to other plasmid clustering tools on the 'Russian Doll' dataset and a hospital transmission dataset.
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Affiliation(s)
- Daria Frolova
- European Bioinformatics Institute, Hinxton, Cambridge CB10 1SD, UK
| | - Leandro Lima
- European Bioinformatics Institute, Hinxton, Cambridge CB10 1SD, UK
| | - Leah Wendy Roberts
- Centre for Immunology and Infection Control, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Leonard Bohnenkämper
- Faculty of Technology and Center for Biotechnology (CeBiTec), Bielefeld University, Bielefeld, Germany
- Graduate School "Digital Infrastructure for the Life Sciences" (DILS), Bielefeld University, Bielefeld, Germany
| | - Roland Wittler
- Faculty of Technology and Center for Biotechnology (CeBiTec), Bielefeld University, Bielefeld, Germany
| | - Jens Stoye
- Faculty of Technology and Center for Biotechnology (CeBiTec), Bielefeld University, Bielefeld, Germany
| | - Zamin Iqbal
- European Bioinformatics Institute, Hinxton, Cambridge CB10 1SD, UK
- Milner Centre for Evolution, University of Bath, Bath, UK
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Habermann D, Klempt M, Franz CMAP. Identification and Characterization of Novel SPHINX/BMMF-like DNA Sequences Isolated from Non-Bovine Foods. Genes (Basel) 2023; 14:1307. [PMID: 37510212 PMCID: PMC10378824 DOI: 10.3390/genes14071307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 06/16/2023] [Accepted: 06/19/2023] [Indexed: 07/30/2023] Open
Abstract
Sixteen novel circular rep-encoding DNA sequences with high sequence homologies to previously described SPHINX and BMMF sequences were isolated for the first time from non-bovine foods (pork, wild boar, chicken meat, Alaska pollock, pangasius, black tiger shrimp, apple, carrot, and sprouts from alfalfa, radish, and broccoli). The phylogenetic analysis of the full-length circular genomes grouped these together with previously described representatives of SPHINX/BMMF group 1 and 2 sequences (eight in each group). The characterization of genome lengths, genes present, and conserved structures confirmed their relationship to the known SPHINX/BMMF sequences. Further analysis of iteron-like tandem repeats of SPHINX/BMMF group 1-related genomes revealed a correlation with both full-length sequence tree branches as well as Rep protein sequence tree branches and was able to differentiate subtypes of SPHINX/BMMF group 1 members. For the SPHINX/BMMF group 2 members, a distinct grouping of sequences into two clades (A and B) with subgroups could be detected. A deeper investigation of potential functional regions upstream of the rep gene of the new SPHINX/BMMF group 2 sequences revealed homologies to the dso and sso regions of known plasmid groups that replicate via the rolling circle mechanism. Phylogenetic analyses were accomplished by a Rep protein sequence analysis of different ssDNA viruses, pCRESS, and plasmids with the known replication mechanism, as this yielded deeper insights into the relationship of SPHINX/BMMF group 1 and 2 Rep proteins. A clear relation of these proteins to the Rep proteins of plasmids could be confirmed. Interestingly, for SPHINX/BMMF group 2 members, the relationship to rolling circle replication plasmids could also be verified. Furthermore, a relationship of SPHINX/BMMF group 1 Rep proteins to theta-replicating plasmid Reps is discussed.
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Affiliation(s)
- Diana Habermann
- Department of Microbiology and Biotechnology, Max Rubner-Institut, Federal Research Institute for Nutrition and Food, Hermann-Weigmann-Straße 1, 24103 Kiel, Germany
| | - Martin Klempt
- Department of Microbiology and Biotechnology, Max Rubner-Institut, Federal Research Institute for Nutrition and Food, Hermann-Weigmann-Straße 1, 24103 Kiel, Germany
| | - Charles M A P Franz
- Department of Microbiology and Biotechnology, Max Rubner-Institut, Federal Research Institute for Nutrition and Food, Hermann-Weigmann-Straße 1, 24103 Kiel, Germany
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3
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Cho YY, Ko KS. ColE-type plasmid bearing bla OXA-232 increases persister cell formation. J Glob Antimicrob Resist 2023; 32:113-117. [PMID: 36806700 DOI: 10.1016/j.jgar.2023.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 01/25/2023] [Accepted: 02/05/2023] [Indexed: 02/19/2023] Open
Abstract
OBJECTIVES Bacterial persister cells are a sub-population of cells that are tolerant to high concentrations of antibiotics. In this study, we investigated the effect of plasmids bearing carbapenemase genes on persister cell formation. METHODS Three plasmids, IncX3-type plasmid with blaNDM-1, IncN-type plasmid with blaKPC-2, and ColE-type plasmid with blaOXA-232, were transformed into Escherichia coli MG1655. For the ColE-type plasmid (pM5_OXA232), gene-deletion plasmids were constructed and transformed into the MG1655. Persister assays were performed against ciprofloxacin and amikacin, and expression levels of relA and spoT were measured for the wild-type E. coli and all transformants. RESULTS Unlike the other two plasmids, transformation of ColE-type plasmid (pM5_OXA232) caused a significant increase in the formation of persister cells. Compared with transformants that harboured intact pM5_OXA232, transformants that harboured plasmids with deletions of gene(s), vbhA, hypothetical gene, or a mobile gene cassette showed decreased persister cell formation. Expression levels of relA and spoT exhibited patterns similar to those of persister cell formation rates, particularly against ciprofloxacin. CONCLUSION In this study, we showed that a small ColE-type plasmid bearing blaOXA-232 has an effect on persister cell formation, possibly contributing to the dissemination of low-level carbapanemase.
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Affiliation(s)
- Yun Young Cho
- Department of Microbiology, Sungkyunkwan University School of Medicine, Suwon, Republic of Korea
| | - Kwan Soo Ko
- Department of Microbiology, Sungkyunkwan University School of Medicine, Suwon, Republic of Korea.
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Frequency and diversity of small plasmids in mesophilic Aeromonas isolates from fish, water and sediment. Plasmid 2021; 118:102607. [PMID: 34800545 DOI: 10.1016/j.plasmid.2021.102607] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Revised: 11/10/2021] [Accepted: 11/14/2021] [Indexed: 11/21/2022]
Abstract
Plasmids are autonomous genetic elements ubiquitously present in bacteria. In addition to containing genetic determinants responsible for their replication and stability, some plasmids may carry genes that help bacteria adapt to different environments, while others without a known function are classified as cryptic. In this work we identified and characterized plasmids from a collection of mesophilic Aeromonas spp. (N = 90) isolated from water, sediments and fish. A total of 15 small plasmids ranging from 2287 to 10,558 bp, with an incidence of 16.7% (15/90) was found. Plasmids were detected in A. hydrophila (6), A. veronii (4), A. taiwanensis (2), A. jandaei (1), A. media (1) and Aeromonas sp. (1). There were no large or megaplasmids in the strains studied in this work. Analysis of coding sequences identified proteins associated to replication, mobilization, antibiotic resistance, virulence and stability. A considerable number of hypothetical proteins with unknown functions were also found. Some strains shared identical plasmid profiles, however, only two of them were clones. Small plasmids could be acting as a gene repositories as suggested by the presence of a gene encoding for a putative zonula occludens toxin (Zot) that causes diarrhea and the qnrB gene involved in quinolone resistance harbored in plasmids pAerXII and pAerXIII respectively.
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Piscirickettsia salmonis Cryptic Plasmids: Source of Mobile DNA and Virulence Factors. Pathogens 2019; 8:pathogens8040269. [PMID: 31795181 PMCID: PMC6963756 DOI: 10.3390/pathogens8040269] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Revised: 11/18/2019] [Accepted: 11/22/2019] [Indexed: 11/16/2022] Open
Abstract
Four large cryptic plasmids were identified in the salmon pathogen Piscirickettsia salmonis reference strain LF-89. These plasmids appeared highly novel, with less than 7% nucleotidic identity to the nr plasmid database. Plasmid copy number analysis revealed that they are harbored in chromosome equivalent ratios. In addition to plasmid-related genes (plasmidial autonomous replication, partitioning, maintenance, and mobilization genes), mobile genetic elements such as transposases, integrases, and prophage sequences were also identified in P. salmonis plasmids. However, bacterial lysis was not observed upon the induction of prophages. A total of twelve putative virulence factors (VFs) were identified, in addition to two global transcriptional regulators, the widely conserved CsrA protein and the regulator Crp/Fnr. Eleven of the putative VFs were overexpressed during infection in two salmon-derived cellular infection models, supporting their role as VFs. The ubiquity of these plasmids was also confirmed by sequence similarity in the genomes of other P. salmonis strains. The ontology of P. salmonis plasmids suggests a role in bacterial fitness and adaptation to the environment as they encode proteins related to mobilization, nutrient transport and utilization, and bacterial virulence. Further functional characterization of P. salmonis plasmids may improve our knowledge regarding virulence and mobile elements in this intracellular pathogen.
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Garcillán-Barcia MP, Cuartas-Lanza R, Cuevas A, de la Cruz F. Cis-Acting Relaxases Guarantee Independent Mobilization of MOB Q 4 Plasmids. Front Microbiol 2019; 10:2557. [PMID: 31781067 PMCID: PMC6856555 DOI: 10.3389/fmicb.2019.02557] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Accepted: 10/23/2019] [Indexed: 12/16/2022] Open
Abstract
Plasmids are key vehicles of horizontal gene transfer and contribute greatly to bacterial genome plasticity. In this work, we studied a group of plasmids from enterobacteria that encode phylogenetically related mobilization functions that populate the previously non-described MOBQ4 relaxase family. These plasmids encode two transfer genes: mobA coding for the MOBQ4 relaxase; and mobC, which is non-essential but enhances the plasmid mobilization frequency. The origin of transfer is located between these two divergently transcribed mob genes. We found that MPFI conjugative plasmids were the most efficient helpers for MOBQ4 conjugative dissemination among clinically relevant enterobacteria. While highly similar in their mobilization module, two sub-groups with unrelated replicons (Rep_3 and ColE2) can be distinguished in this plasmid family. These subgroups can stably coexist (are compatible) and transfer independently, despite origin-of-transfer cross-recognition by their relaxases. Specific discrimination among their highly similar oriT sequences is guaranteed by the preferential cis activity of the MOBQ4 relaxases. Such a strategy would be biologically relevant in a scenario of co-residence of non-divergent elements to favor self-dissemination.
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Affiliation(s)
- M Pilar Garcillán-Barcia
- Instituto de Biomedicina y Biotecnología de Cantabria (Universidad de Cantabria - Consejo Superior de Investigaciones Científicas), Santander, Spain
| | - Raquel Cuartas-Lanza
- Instituto de Biomedicina y Biotecnología de Cantabria (Universidad de Cantabria - Consejo Superior de Investigaciones Científicas), Santander, Spain
| | - Ana Cuevas
- Instituto de Biomedicina y Biotecnología de Cantabria (Universidad de Cantabria - Consejo Superior de Investigaciones Científicas), Santander, Spain
| | - Fernando de la Cruz
- Instituto de Biomedicina y Biotecnología de Cantabria (Universidad de Cantabria - Consejo Superior de Investigaciones Científicas), Santander, Spain
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López-Ochoa AJ, Sánchez-Alonso P, Vázquez-Cruz C, Horta-Valerdi G, Negrete-Abascal E, Vaca-Pacheco S, Mejía R, Pérez-Márquez M. Molecular and genetic characterization of the pOV plasmid from Pasteurella multocida and construction of an integration vector for Gallibacterium anatis. Plasmid 2019; 103:45-52. [PMID: 31022414 DOI: 10.1016/j.plasmid.2019.04.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2019] [Revised: 04/18/2019] [Accepted: 04/21/2019] [Indexed: 11/16/2022]
Abstract
BACKGROUND The pOV plasmid isolated from the Pasteurella multocida strain PMOV is a new plasmid, and its molecular characterization is important for determining its gene content and its replicative properties in Pasteurellaceae family bacteria. METHODS Antimicrobial resistance mediated by the pOV plasmid was tested in bacteria. Purified pOV plasmid DNA was used to transform E. coli DH5α and Gallibacterium anatis 12656-12, including the pBluescript II KS(-) plasmid DNA as a control for genetic transformation. The pOV plasmid was digested with EcoRI for cloning fragments into the pBluescript II KS(-) vector to obtain constructs and to determine the full DNA sequence of pOV. RESULTS The pOV plasmid is 13.5 kb in size; confers sulfonamide, streptomycin and ampicillin resistance to P. multocida PMOV; and can transform E. coli DH5α and G. anatis 12656-12. The pOV plasmid was digested for the preparation of chimeric constructs and used to transform E. coli DH5α, conferring resistance to streptomycin (plasmid pSEP3), ampicillin (pSEP4) and sulfonamide (pSEP5) on the bacteria; however, similar to pBluescript II KS(-), the chimeric plasmids did not transform G. anatis 12656-12. A 1.4 kb fragment of the streptomycin cassette from pSEP3 was amplified by PCR and used to construct pSEP7, which in turn was used to interrupt a chromosomal DNA locus of G. anatis by double homologous recombination, introducing strA-strB into the G. anatis chromosome. CONCLUSION The pOV plasmid is a wide-range, low-copy-number plasmid that is able to replicate in some gamma-proteobacteria. Part of this plasmid was integrated into the G. anatis 12656-12 chromosome. This construct may prove to be a useful tool for genetic studies of G. anatis.
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Affiliation(s)
- Ana Jaqueline López-Ochoa
- Centro de Investigaciones en Ciencias Microbiológicas, Instituto de Ciencias, Universidad Autónoma de Puebla, 72570 Puebla, Pue, México
| | - Patricia Sánchez-Alonso
- Centro de Investigaciones en Ciencias Microbiológicas, Instituto de Ciencias, Universidad Autónoma de Puebla, 72570 Puebla, Pue, México
| | - Candelario Vázquez-Cruz
- Centro de Investigaciones en Ciencias Microbiológicas, Instituto de Ciencias, Universidad Autónoma de Puebla, 72570 Puebla, Pue, México.
| | - Guillermo Horta-Valerdi
- Centro de Investigaciones en Ciencias Microbiológicas, Instituto de Ciencias, Universidad Autónoma de Puebla, 72570 Puebla, Pue, México
| | - Erasmo Negrete-Abascal
- Carrera de Biología, Facultad de Estudios Superiores de Iztacala UNAM, Tlalnepantla, Edo de México 54090, México
| | - Sergio Vaca-Pacheco
- Carrera de Biología, Facultad de Estudios Superiores de Iztacala UNAM, Tlalnepantla, Edo de México 54090, México
| | - Ricardo Mejía
- Carrera de Biología, Facultad de Estudios Superiores de Iztacala UNAM, Tlalnepantla, Edo de México 54090, México
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An evolutionary perspective on plasmid lifestyle modes. Curr Opin Microbiol 2017; 38:74-80. [DOI: 10.1016/j.mib.2017.05.001] [Citation(s) in RCA: 61] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 05/03/2017] [Accepted: 05/04/2017] [Indexed: 11/19/2022]
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9
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Hall JPJ, Brockhurst MA, Dytham C, Harrison E. The evolution of plasmid stability: Are infectious transmission and compensatory evolution competing evolutionary trajectories? Plasmid 2017; 91:90-95. [PMID: 28461121 DOI: 10.1016/j.plasmid.2017.04.003] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2017] [Revised: 04/27/2017] [Accepted: 04/27/2017] [Indexed: 11/16/2022]
Abstract
Conjugative plasmids are widespread and play an important role in bacterial evolution by accelerating adaptation through horizontal gene transfer. However, explaining the long-term stability of plasmids remains challenging because segregational loss and the costs of plasmid carriage should drive the loss of plasmids though purifying selection. Theoretical and experimental studies suggest two key evolutionary routes to plasmid stability: First, the evolution of high conjugation rates would allow plasmids to survive through horizontal transmission as infectious agents, and second, compensatory evolution to ameliorate the cost of plasmid carriage can weaken purifying selection against plasmids. How these two evolutionary strategies for plasmid stability interact is unclear. Here, we summarise the literature on the evolution of plasmid stability and then use individual based modelling to investigate the evolutionary interplay between the evolution of plasmid conjugation rate and cost amelioration. We find that, individually, both strategies promote plasmid stability, and that they act together to increase the likelihood of plasmid survival. However, due to the inherent costs of increasing conjugation rate, particularly where conjugation is unlikely to be successful, our model predicts that amelioration is the more likely long-term solution to evolving stable bacteria-plasmid associations. Our model therefore suggests that bacteria-plasmid relationships should evolve towards lower plasmid costs that may forestall the evolution of highly conjugative, 'infectious' plasmids.
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Affiliation(s)
- James P J Hall
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield S10 2TN, UK
| | - Michael A Brockhurst
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield S10 2TN, UK
| | - Calvin Dytham
- Department of Biology, University of York, York YO10 5DD, UK
| | - Ellie Harrison
- Department of Animal and Plant Sciences, University of Sheffield, Sheffield S10 2TN, UK.
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Ciok A, Dziewit L, Grzesiak J, Budzik K, Gorniak D, Zdanowski MK, Bartosik D. Identification of miniature plasmids in psychrophilic Arctic bacteria of the genus Variovorax. FEMS Microbiol Ecol 2016; 92:fiw043. [PMID: 26917781 DOI: 10.1093/femsec/fiw043] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/23/2016] [Indexed: 11/13/2022] Open
Abstract
The Svalbard archipelago (Spitsbergen Island) is the northernmost landmass in the European Arctic and has a variety of small- and medium-sized glaciers. The plasmidome of eleven psychrophilic strains of Variovorax spp. isolated from the ice surface of Hans and Werenskiold Glaciers of Spitsbergen Island, was defined. This analysis revealed the presence of six plasmids whose nucleotide sequences have been determined. Four of them, exhibiting high reciprocal sequence similarity, possess unique structures, since their genomes lack any recognized genes. These miniature replicons, not exceeding 1 kb in size, include pHW69V1 (746 bp), which is the smallest autonomous replicon so far identified in free-living bacteria. The miniature plasmids share no similarity with known sequences present in the databases. In silico and experimental analyses identified conserved DNA regions essential for the initiation of replication of these replicons.
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Affiliation(s)
- Anna Ciok
- Department of Bacterial Genetics, Institute of Microbiology, Faculty of Biology, University of Warsaw, Miecznikowa 1, 02-096 Warsaw, Poland
| | - Lukasz Dziewit
- Department of Bacterial Genetics, Institute of Microbiology, Faculty of Biology, University of Warsaw, Miecznikowa 1, 02-096 Warsaw, Poland
| | - Jakub Grzesiak
- Department of Antarctic Biology, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Pawińskiego 5a, 02-106 Warsaw, Poland
| | - Karol Budzik
- Department of Bacterial Genetics, Institute of Microbiology, Faculty of Biology, University of Warsaw, Miecznikowa 1, 02-096 Warsaw, Poland
| | - Dorota Gorniak
- Department of Microbiology, Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, Oczapowskiego 1A, 10-719 Olsztyn, Poland
| | - Marek K Zdanowski
- Department of Antarctic Biology, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Pawińskiego 5a, 02-106 Warsaw, Poland
| | - Dariusz Bartosik
- Department of Bacterial Genetics, Institute of Microbiology, Faculty of Biology, University of Warsaw, Miecznikowa 1, 02-096 Warsaw, Poland
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