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Quinones-Olvera N, Owen SV, McCully LM, Marin MG, Rand EA, Fan AC, Martins Dosumu OJ, Paul K, Sanchez Castaño CE, Petherbridge R, Paull JS, Baym M. Diverse and abundant phages exploit conjugative plasmids. Nat Commun 2024; 15:3197. [PMID: 38609370 PMCID: PMC11015023 DOI: 10.1038/s41467-024-47416-z] [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: 01/04/2024] [Accepted: 03/28/2024] [Indexed: 04/14/2024] Open
Abstract
Phages exert profound evolutionary pressure on bacteria by interacting with receptors on the cell surface to initiate infection. While the majority of phages use chromosomally encoded cell surface structures as receptors, plasmid-dependent phages exploit plasmid-encoded conjugation proteins, making their host range dependent on horizontal transfer of the plasmid. Despite their unique biology and biotechnological significance, only a small number of plasmid-dependent phages have been characterized. Here we systematically search for new plasmid-dependent phages targeting IncP and IncF plasmids using a targeted discovery platform, and find that they are common and abundant in wastewater, and largely unexplored in terms of their genetic diversity. Plasmid-dependent phages are enriched in non-canonical types of phages, and all but one of the 65 phages we isolated were non-tailed, and members of the lipid-containing tectiviruses, ssDNA filamentous phages or ssRNA phages. We show that plasmid-dependent tectiviruses exhibit profound differences in their host range which is associated with variation in the phage holin protein. Despite their relatively high abundance in wastewater, plasmid-dependent tectiviruses are missed by metaviromic analyses, underscoring the continued importance of culture-based phage discovery. Finally, we identify a tailed phage dependent on the IncF plasmid, and find related structural genes in phages that use the orthogonal type 4 pilus as a receptor, highlighting the evolutionarily promiscuous use of these distinct contractile structures by multiple groups of phages. Taken together, these results indicate plasmid-dependent phages play an under-appreciated evolutionary role in constraining horizontal gene transfer via conjugative plasmids.
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Affiliation(s)
- Natalia Quinones-Olvera
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, 02115, USA
- Department of Microbiology, Harvard Medical School, Boston, MA, 02115, USA
| | - Siân V Owen
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA.
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, 02115, USA.
- Department of Microbiology, Harvard Medical School, Boston, MA, 02115, USA.
| | - Lucy M McCully
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, 02115, USA
- Department of Microbiology, Harvard Medical School, Boston, MA, 02115, USA
| | - Maximillian G Marin
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA
| | - Eleanor A Rand
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, 02115, USA
- Department of Microbiology, Harvard Medical School, Boston, MA, 02115, USA
| | - Alice C Fan
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, 02115, USA
- Department of Microbiology, Harvard Medical School, Boston, MA, 02115, USA
- Boston University, Boston, MA, 02215, USA
- Department of Systems Biology, Harvard Medical School, Boston, MA, 02115, USA
| | - Oluremi J Martins Dosumu
- Department of Microbiology, Harvard Medical School, Boston, MA, 02115, USA
- Roxbury Community College, Boston, MA, 02120, USA
| | - Kay Paul
- Department of Microbiology, Harvard Medical School, Boston, MA, 02115, USA
- Roxbury Community College, Boston, MA, 02120, USA
| | - Cleotilde E Sanchez Castaño
- Department of Microbiology, Harvard Medical School, Boston, MA, 02115, USA
- Roxbury Community College, Boston, MA, 02120, USA
| | - Rachel Petherbridge
- Department of Systems Biology, Harvard Medical School, Boston, MA, 02115, USA
| | - Jillian S Paull
- Department of Systems Biology, Harvard Medical School, Boston, MA, 02115, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - Michael Baym
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA.
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, 02115, USA.
- Department of Microbiology, Harvard Medical School, Boston, MA, 02115, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA.
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Elston KM, Phillips LE, Leonard SP, Young E, Holley JAC, Ahsanullah T, McReynolds B, Moran NA, Barrick JE. The Pathfinder plasmid toolkit for genetically engineering newly isolated bacteria enables the study of Drosophila-colonizing Orbaceae. ISME COMMUNICATIONS 2023; 3:49. [PMID: 37225918 PMCID: PMC10209150 DOI: 10.1038/s43705-023-00255-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Revised: 04/18/2023] [Accepted: 05/11/2023] [Indexed: 05/26/2023]
Abstract
Toolkits of plasmids and genetic parts streamline the process of assembling DNA constructs and engineering microbes. Many of these kits were designed with specific industrial or laboratory microbes in mind. For researchers interested in non-model microbial systems, it is often unclear which tools and techniques will function in newly isolated strains. To address this challenge, we designed the Pathfinder toolkit for quickly determining the compatibility of a bacterium with different plasmid components. Pathfinder plasmids combine three different broad-host-range origins of replication with multiple antibiotic resistance cassettes and reporters, so that sets of parts can be rapidly screened through multiplex conjugation. We first tested these plasmids in Escherichia coli, a strain of Sodalis praecaptivus that colonizes insects, and a Rosenbergiella isolate from leafhoppers. Then, we used the Pathfinder plasmids to engineer previously unstudied bacteria from the family Orbaceae that were isolated from several fly species. Engineered Orbaceae strains were able to colonize Drosophila melanogaster and could be visualized in fly guts. Orbaceae are common and abundant in the guts of wild-caught flies but have not been included in laboratory studies of how the Drosophila microbiome affects fly health. Thus, this work provides foundational genetic tools for studying microbial ecology and host-associated microbes, including bacteria that are a key constituent of the gut microbiome of a model insect species.
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Affiliation(s)
- Katherine M Elston
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, 78712, USA
| | - Laila E Phillips
- Department of Integrative Biology, The University of Texas at Austin, Austin, TX, 78712, USA
| | - Sean P Leonard
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, 78712, USA
- Department of Integrative Biology, The University of Texas at Austin, Austin, TX, 78712, USA
| | - Eleanor Young
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, 78712, USA
| | - Jo-Anne C Holley
- Department of Integrative Biology, The University of Texas at Austin, Austin, TX, 78712, USA
- Freshman Research Initiative, The University of Texas at Austin, Austin, TX, 78712, USA
| | - Tasneem Ahsanullah
- Freshman Research Initiative, The University of Texas at Austin, Austin, TX, 78712, USA
| | - Braydin McReynolds
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, 78712, USA
| | - Nancy A Moran
- Department of Integrative Biology, The University of Texas at Austin, Austin, TX, 78712, USA
| | - Jeffrey E Barrick
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, TX, 78712, USA.
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3
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Kaze M, Brooks L, Sistrom M. Genomic Sequence Analysis of Methicillin- and Carbapenem-Resistant Bacteria Isolated from Raw Sewage. Microbiol Spectr 2021; 9:e0012821. [PMID: 34132566 PMCID: PMC8552737 DOI: 10.1128/spectrum.00128-21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 05/12/2021] [Indexed: 01/07/2023] Open
Abstract
Antibiotic resistance is one of the largest threats facing global health. Wastewater treatment plants are well-known hot spots for interaction between diverse bacteria, genetic exchange, and antibiotic resistance. Nonpathogenic bacteria theoretically act as reservoirs of antibiotic resistance subsequently transferring antibiotic resistance genes to pathogens, indicating that evolutionary processes occur outside clinical settings and may drive patterns of drug-resistant infections. We isolated and sequenced 100 bacterial strains from five wastewater treatment plants to analyze regional dynamics of antibiotic resistance in the California Central Valley. The results demonstrate the presence of a wide diversity of pathogenic and nonpathogenic bacteria, with an arithmetic mean of 5.1 resistance genes per isolate. Forty-three percent of resistance genes were located on plasmids, suggesting that large levels of gene transfer between bacteria that otherwise may not co-occur are facilitated by wastewater treatment. One of the strains detected was a Bacillus carrying pX01 and pX02 anthrax-like plasmids and multiple drug resistance genes. A correlation between resistance genes and taxonomy indicates that taxon-specific evolutionary studies may be useful in determining and predicting patterns of antibiotic resistance. Conversely, a lack of geographic correlation may indicate that landscape genetic studies to understand the spread of antibiotic resistance genes should be carried out at broader scales. This large data set provides insights into how pathogenic and nonpathogenic bacteria interact in wastewater environments and the resistance genes which may be horizontally transferred between them. This can help in determining the mechanisms leading to the increasing prevalence of drug-resistant infections observed in clinical settings. IMPORTANCE The reasons for the increasing prevalence of antibiotic-resistant infections are complex and associated with myriad clinical and environmental processes. Wastewater treatment plants operate as nexuses of bacterial interaction and are known hot spots for genetic exchange between bacteria, including antibiotic resistance genes. We isolated and sequenced 100 drug-resistant bacteria from five wastewater treatment plants in California's Central Valley, characterizing widespread gene sharing between pathogens and nonpathogens. We identified a novel, multiresistant Bacillus carrying anthrax-like plasmids. This empirical study supports the likelihood of evolutionary and population processes in the broader environment affecting the prevalence of clinical drug-resistant infections and identifies several taxa that may operate as reservoirs and vectors of antibiotic resistance genes.
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Affiliation(s)
- Mo Kaze
- Department of Life and Environmental Sciences, University of California, Merced, California, USA
| | | | - Mark Sistrom
- Department of Life and Environmental Sciences, University of California, Merced, California, USA
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Robertson J, Bessonov K, Schonfeld J, Nash JHE. Universal whole-sequence-based plasmid typing and its utility to prediction of host range and epidemiological surveillance. Microb Genom 2021; 6. [PMID: 32969786 PMCID: PMC7660255 DOI: 10.1099/mgen.0.000435] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Bacterial plasmids play a large role in allowing bacteria to adapt to changing environments and can pose a significant risk to human health if they confer virulence and antimicrobial resistance (AMR). Plasmids differ significantly in the taxonomic breadth of host bacteria in which they can successfully replicate, this is commonly referred to as 'host range' and is usually described in qualitative terms of 'narrow' or 'broad'. Understanding the host range potential of plasmids is of great interest due to their ability to disseminate traits such as AMR through bacterial populations and into human pathogens. We developed the MOB-suite to facilitate characterization of plasmids and introduced a whole-sequence-based classification system based on clustering complete plasmid sequences using Mash distances (https://github.com/phac-nml/mob-suite). We updated the MOB-suite database from 12 091 to 23 671 complete sequences, representing 17 779 unique plasmids. With advances in new algorithms for rapidly calculating average nucleotide identity (ANI), we compared clustering characteristics using two different distance measures - Mash and ANI - and three clustering algorithms on the unique set of plasmids. The plasmid nomenclature is designed to group highly similar plasmids together that are unlikely to have multiple representatives within a single cell. Based on our results, we determined that clusters generated using Mash and complete-linkage clustering at a Mash distance of 0.06 resulted in highly homogeneous clusters while maintaining cluster size. The taxonomic distribution of plasmid biomarker sequences for replication and relaxase typing, in combination with MOB-suite whole-sequence-based clusters have been examined in detail for all high-quality publicly available plasmid sequences. We have incorporated prediction of plasmid replication host range into the MOB-suite based on observed distributions of these sequence features in combination with known plasmid hosts from the literature. Host range is reported as the highest taxonomic rank that covers all of the plasmids which share replicon or relaxase biomarkers or belong to the same MOB-suite cluster code. Reporting host range based on these criteria allows for comparisons of host range between studies and provides information for plasmid surveillance.
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Affiliation(s)
- James Robertson
- National Microbiology Laboratory, Public Health Agency of Canada, Guelph, ON, Canada
| | - Kyrylo Bessonov
- National Microbiology Laboratory, Public Health Agency of Canada, Guelph, ON, Canada
| | - Justin Schonfeld
- National Microbiology Laboratory, Public Health Agency of Canada, Guelph, ON, Canada
| | - John H E Nash
- National Microbiology Laboratory, Public Health Agency of Canada, Guelph, ON, Canada
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Kaze M, Brooks L, Sistrom M. Antimicrobial resistance in Bacillus-based biopesticide products. MICROBIOLOGY-SGM 2021; 167. [PMID: 34351257 DOI: 10.1099/mic.0.001074] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
The crisis of antimicrobial resistant bacterial infections is one of the most pressing public health issues. Common agricultural practices have been implicated in the generation of antimicrobial resistant bacteria. Biopesticides, live bacteria used for pest control, are non-pathogenic and considered safe for consumption. Application of bacteria-based pesticides to crops in high concentrations raises the possibility of unintentional contributions to the movement and generation of antimicrobial resistance genes in the environment. However, the presence of clinically relevant antimicrobial resistance genes and their resistance phenotypes are currently unknown. Here we use a combination of multiple bioinformatic and microbiological techniques to define resistomes of widely used biopesticides and determine how the presence of suspected antimicrobial resistance genes translates to observable resistance phenotypes in several biopesticide products. Our results demonstrate that biopesticide products are reservoirs of clinically relevant antimicrobial resistance genes and bear resistance to multiple drug classes.
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Affiliation(s)
- Mo Kaze
- Department of Quantitative and Systems Biology, School of Natural Sciences, University of California Merced, Merced, USA
| | - Lauren Brooks
- Department of Biology, Utah Valley University, Orem, USA
| | - Mark Sistrom
- Department of Quantitative and Systems Biology, School of Natural Sciences, University of California Merced, Merced, USA
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Tokuda M, Suzuki H, Yanagiya K, Yuki M, Inoue K, Ohkuma M, Kimbara K, Shintani M. Determination of Plasmid pSN1216-29 Host Range and the Similarity in Oligonucleotide Composition Between Plasmid and Host Chromosomes. Front Microbiol 2020; 11:1187. [PMID: 32582111 PMCID: PMC7296055 DOI: 10.3389/fmicb.2020.01187] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2020] [Accepted: 05/11/2020] [Indexed: 12/17/2022] Open
Abstract
Plasmids are extrachromosomal DNA that can be horizontally transferred between different bacterial cells by conjugation. Horizontal gene transfer of plasmids can promote rapid evolution and adaptation of bacteria by imparting various traits involved in antibiotic resistance, virulence, and metabolism to their hosts. The host range of plasmids is an important feature for understanding how they spread in environmental microbial communities. Earlier bioinformatics studies have demonstrated that plasmids are likely to have similar oligonucleotide (k-mer) compositions to their host chromosomes and that evolutionary host ranges of plasmids could be predicted from this similarity. However, there are no complementary studies to assess the consistency between the predicted evolutionary host range and experimentally determined replication/transfer host range of a plasmid. In the present study, the replication/transfer host range of a model plasmid, pSN1216-29, exogenously isolated from cow manure as a newly discovered self-transmissible plasmid, was experimentally determined within microbial communities extracted from soil and cow manure. In silico prediction of evolutionary host range was performed with the pSN1216-29 using its oligonucleotide compositions independently. The results showed that oligonucleotide compositions of the plasmid pSN1216-29 had more similarities to those of hosts (transconjugants genera) than those of non-hosts (other genera). These findings can contribute to the understanding of how plasmids behave in microbial communities, and aid in the designing of appropriate plasmid vectors for different bacteria.
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Affiliation(s)
- Maho Tokuda
- Applied Chemistry and Biochemical Engineering Course, Department of Engineering, Graduate School of Integrated Science and Technology, Shizuoka University, Shizuoka, Japan
| | - Haruo Suzuki
- Institute for Advanced Biosciences, Keio University, Tsuruoka, Japan.,Faculty of Environment and Information Studies, Keio University, Fujisawa, Japan
| | - Kosuke Yanagiya
- Applied Chemistry and Biochemical Engineering Course, Department of Engineering, Graduate School of Integrated Science and Technology, Shizuoka University, Shizuoka, Japan
| | - Masahiro Yuki
- Japan Collection of Microorganisms, RIKEN BioResource Research Center, Tsukuba, Japan
| | - Kengo Inoue
- Faculty of Agriculture, University of Miyazaki, Miyazaki, Japan
| | - Moriya Ohkuma
- Japan Collection of Microorganisms, RIKEN BioResource Research Center, Tsukuba, Japan
| | - Kazuhide Kimbara
- Applied Chemistry and Biochemical Engineering Course, Department of Engineering, Graduate School of Integrated Science and Technology, Shizuoka University, Shizuoka, Japan
| | - Masaki Shintani
- Applied Chemistry and Biochemical Engineering Course, Department of Engineering, Graduate School of Integrated Science and Technology, Shizuoka University, Shizuoka, Japan.,Japan Collection of Microorganisms, RIKEN BioResource Research Center, Tsukuba, Japan.,Research Institute of Green Science and Technology, Shizuoka University, Shizuoka, Japan
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