101
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Deepak SJ, Kannan P, Savariraj WR, S A, Ayyasamy E, Tuticorin Maragatham Alagesan SK, Ravindran NB, Sundaram S, Mohanadasse NQ, Shippy TD, Cull CA, Levent G, Amachawadi RG. Isolation and genomic characterization of S taphylococcus aureus bacteriophages from Chennai, India. Microbiol Resour Announc 2024; 13:e0120923. [PMID: 38456698 PMCID: PMC11008210 DOI: 10.1128/mra.01209-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 02/22/2024] [Indexed: 03/09/2024] Open
Abstract
We isolated and characterized two lytic bacteriophages against Staphylococcus aureus named TANUVAS_MVC-VPHSA1 and TANUVAS_MVC-VPHSA2, with the aim of investigating their genomic and structural features. The bacteriophages belong to the Caudoviricetes, and their genomes have sizes of 50,505 and 50,516 base pairs with a GC content of 41.4%.
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Affiliation(s)
| | - Porteen Kannan
- Department of Veterinary Public Health and Epidemiology, Madras Veterinary College, TANUVAS, Chennai, India
| | - Wilfred Ruban Savariraj
- Department of Livestock Products and Technology, Veterinary College, KVAFSU, Bengaluru, India
| | - Anbazhagan S
- ICMR-National Animal Resource Facility for Biomedical Research (NARFBR), Hyderabad, Telangana, India
| | - Elango Ayyasamy
- Veterinary College and Research Institute, TANUVAS, Salem, India
| | | | - Narendra Babu Ravindran
- Department of Livestock Products and Technology, Madras Veterinary College, TANUVAS, Chennai, India
| | - Sureshkannan Sundaram
- Department of Veterinary Public Health and Epidemiology, Madras Veterinary College, TANUVAS, Chennai, India
| | | | - Teresa D. Shippy
- Bioinformatics Center, Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | | | - Gizem Levent
- Texas Tech University School of Veterinary Medicine, Amarillo, Texas, USA
| | - Raghavendra G. Amachawadi
- Department of Clinical Sciences, College of Veterinary Medicine, Kansas State University, Manhattan, Kansas, USA
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102
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Figueroa III JL, Dhungel E, Bellanger M, Brouwer CR, White III RA. MetaCerberus: distributed highly parallelized HMM-based processing for robust functional annotation across the tree of life. Bioinformatics 2024; 40:btae119. [PMID: 38426351 PMCID: PMC10955254 DOI: 10.1093/bioinformatics/btae119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 01/22/2024] [Accepted: 02/27/2024] [Indexed: 03/02/2024] Open
Abstract
MOTIVATION MetaCerberus is a massively parallel, fast, low memory, scalable annotation tool for inference gene function across genomes to metacommunities. MetaCerberus provides an elusive HMM/HMMER-based tool at a rapid scale with low memory. It offers scalable gene elucidation to major public databases, including KEGG (KO), COGs, CAZy, FOAM, and specific databases for viruses, including VOGs and PHROGs, from single genomes to metacommunities. RESULTS MetaCerberus is 1.3× as fast on a single node than eggNOG-mapper v2 on 5× less memory using an exclusively HMM/HMMER mode. In a direct comparison, MetaCerberus provides better annotation of viruses, phages, and archaeal viruses than DRAM, Prokka, or InterProScan. MetaCerberus annotates more KOs across domains when compared to DRAM, with a 186× smaller database, and with 63× less memory. MetaCerberus is fully integrated for automatic analysis of statistics and pathways using differential statistic tools (i.e. DESeq2 and edgeR), pathway enrichment (GAGE R), and pathview R. MetaCerberus provides a novel tool for unlocking the biosphere across the tree of life at scale. AVAILABILITY AND IMPLEMENTATION MetaCerberus is written in Python and distributed under a BSD-3 license. The source code of MetaCerberus is freely available at https://github.com/raw-lab/metacerberus compatible with Python 3 and works on both Mac OS X and Linux. MetaCerberus can also be easily installed using bioconda: mamba create -n metacerberus -c bioconda -c conda-forge metacerberus.
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Affiliation(s)
- Jose L Figueroa III
- North Carolina Research Campus (NCRC), Department of Bioinformatics and Genomics, The University of North Carolina at Charlotte, Kannapolis, NC 28081, United States
- Computational Intelligence to Predict Health and Environmental Risks (CIPHER) Research Center, Department of Bioinformatics and Genomics, The University of North Carolina at Charlotte, Charlotte, NC 28223, United States
| | - Eliza Dhungel
- North Carolina Research Campus (NCRC), Department of Bioinformatics and Genomics, The University of North Carolina at Charlotte, Kannapolis, NC 28081, United States
| | - Madeline Bellanger
- North Carolina Research Campus (NCRC), Department of Bioinformatics and Genomics, The University of North Carolina at Charlotte, Kannapolis, NC 28081, United States
- Computational Intelligence to Predict Health and Environmental Risks (CIPHER) Research Center, Department of Bioinformatics and Genomics, The University of North Carolina at Charlotte, Charlotte, NC 28223, United States
| | - Cory R Brouwer
- North Carolina Research Campus (NCRC), Department of Bioinformatics and Genomics, The University of North Carolina at Charlotte, Kannapolis, NC 28081, United States
| | - Richard Allen White III
- North Carolina Research Campus (NCRC), Department of Bioinformatics and Genomics, The University of North Carolina at Charlotte, Kannapolis, NC 28081, United States
- Computational Intelligence to Predict Health and Environmental Risks (CIPHER) Research Center, Department of Bioinformatics and Genomics, The University of North Carolina at Charlotte, Charlotte, NC 28223, United States
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103
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Pfeifer E, Rocha EPC. Phage-plasmids promote recombination and emergence of phages and plasmids. Nat Commun 2024; 15:1545. [PMID: 38378896 PMCID: PMC10879196 DOI: 10.1038/s41467-024-45757-3] [Citation(s) in RCA: 33] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 02/01/2024] [Indexed: 02/22/2024] Open
Abstract
Phages and plasmids are regarded as distinct types of mobile genetic elements that drive bacterial evolution by horizontal gene transfer. However, the distinction between both types is blurred by the existence of elements known as prophage-plasmids or phage-plasmids, which transfer horizontally between cells as viruses and vertically within cellular lineages as plasmids. Here, we study gene flow between the three types of elements. We show that the gene repertoire of phage-plasmids overlaps with those of phages and plasmids. By tracking recent recombination events, we find that phage-plasmids exchange genes more frequently with plasmids than with phages, and that direct gene exchange between plasmids and phages is less frequent in comparison. The results suggest that phage-plasmids can mediate gene flow between plasmids and phages, including exchange of mobile element core functions, defense systems, and antibiotic resistance. Moreover, a combination of gene transfer and gene inactivation may result in the conversion of elements. For example, gene loss turns P1-like phage-plasmids into integrative prophages or into plasmids (that are no longer phages). Remarkably, some of the latter have acquired conjugation-related functions to became mobilisable by conjugation. Thus, our work indicates that phage-plasmids can play a key role in the transfer of genes across mobile elements within their hosts, and can act as intermediates in the conversion of one type of element into another.
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Affiliation(s)
- Eugen Pfeifer
- Institut Pasteur, Université Paris Cité, CNRS UMR3525, Microbial Evolutionary Genomics, 75015, Paris, France.
| | - Eduardo P C Rocha
- Institut Pasteur, Université Paris Cité, CNRS UMR3525, Microbial Evolutionary Genomics, 75015, Paris, France.
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104
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Duarte J, Máximo C, Costa P, Oliveira V, Gomes NCM, Romalde JL, Pereira C, Almeida A. Potential of an Isolated Bacteriophage to Inactivate Klebsiella pneumoniae: Preliminary Studies to Control Urinary Tract Infections. Antibiotics (Basel) 2024; 13:195. [PMID: 38391581 PMCID: PMC10885952 DOI: 10.3390/antibiotics13020195] [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: 12/31/2023] [Revised: 02/13/2024] [Accepted: 02/15/2024] [Indexed: 02/24/2024] Open
Abstract
Urinary tract infections (UTIs) caused by resistant Klebsiella pneumoniae can lead to severe clinical complications and even death. An alternative treatment option for infected patients is using bacteriophages. In the present study, we isolated phage VB_KPM_KP1LMA (KP1LMA) from sewage water using a K. pneumoniae strain as a host. Whole-genome analysis indicated that the genome was a double-stranded linear 176,096-bp long DNA molecule with 41.8% GC content and did not contain virulence or antibiotic resistance genes. The inactivation potential of phage KP1LMA was assessed in broth at an MOI of 1 and 10, and a maximum inactivation of 4.9 and 5.4 log CFU/mL, respectively, was observed after 9 h. The efficacy at an MOI of 10 was also assessed in urine to evaluate the phage's performance in an acidic environment. A maximum inactivation of 3.8 log CFU/mL was observed after 9 h. The results suggest that phage KP1LMA could potentially control a UTI caused by this strain of K. pneumoniae, indicating that the same procedure can be used to control UTIs caused by other strains if new specific phages are isolated. Although phage KP1LMA has a narrow host range, in the future, efforts can be made to expand its spectrum of activity and also to combine this phage with others, potentially enabling its use against other K. pneumoniae strains involved in UTIs.
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Affiliation(s)
- João Duarte
- CESAM, Department of Biology, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
| | - Carolina Máximo
- CESAM, Department of Biology, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
| | - Pedro Costa
- CESAM, Department of Biology, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
| | - Vanessa Oliveira
- CESAM, Department of Biology, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
| | - Newton C M Gomes
- CESAM, Department of Biology, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
| | - Jesús L Romalde
- Department of Microbiology and Parasitology, CRETUS & CIBUS, Faculty of Biology, University of Santiago de Compostela, CP 15782 Santiago de Compostela, Spain
| | - Carla Pereira
- CESAM, Department of Biology, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
| | - Adelaide Almeida
- CESAM, Department of Biology, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
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105
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Shkoporov AN, O'Regan O, Smith L, Khokhlova EV, Draper LA, Ross RP, Hill C. Dynamic nature of viral and bacterial communities in human faeces. iScience 2024; 27:108778. [PMID: 38292428 PMCID: PMC10825054 DOI: 10.1016/j.isci.2023.108778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 11/20/2023] [Accepted: 12/22/2023] [Indexed: 02/01/2024] Open
Abstract
Bacteriophages are a major component of the gut microbiome and are believed to play a role in establishment and stabilization of microbial communities by influencing taxonomic and functional diversity. We show that the activity of lytic and temperate phages can also significantly affect bacterial community structure in a model of extended colonic retention. Intact fresh human feces were incubated anaerobically at 37°C without homogenization and subjected to metagenomic sequencing. We observed subject-specific blooms and collapses of selected bacteriophage and bacterial populations within some individuals. Most notable were striking collapses of Prevotella populations accompanied by increases in specific bacteriophages. In a number of cases, we even observed a shift from one bacterial "enterotype" to another within 48 h. These results confirm that intact feces represents a highly dynamic ecological system and suggests that colonic retention time could have a profound effect on microbiome composition, including a significant impact by bacteriophages.
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Affiliation(s)
- Andrey N. Shkoporov
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- School of Microbiology, University College Cork, Cork, Ireland
- Department of Medicine, University College Cork, Cork, Ireland
| | - Orla O'Regan
- APC Microbiome Ireland, University College Cork, Cork, Ireland
| | - Linda Smith
- APC Microbiome Ireland, University College Cork, Cork, Ireland
| | | | | | - R. Paul Ross
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- School of Microbiology, University College Cork, Cork, Ireland
| | - Colin Hill
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- School of Microbiology, University College Cork, Cork, Ireland
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106
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Tan X, Zhang M, Liu S, Xiao X, Zhang Y, Jian H. Prophage enhances the ability of deep-sea bacterium Shewanella psychrophila WP2 to utilize D-amino acid. Microbiol Spectr 2024; 12:e0326323. [PMID: 38170979 PMCID: PMC10845958 DOI: 10.1128/spectrum.03263-23] [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: 09/01/2023] [Accepted: 11/24/2023] [Indexed: 01/05/2024] Open
Abstract
Prophages are prevalent in the marine bacterial genomes and reshape the physiology and metabolism of their hosts. However, whether and how prophages influence the microbial degradation of D-amino acids (D-AAs), which is one of the widely distributed recalcitrant dissolved organic matters (RDOMs) in the ocean, remain to be explored. In this study, we addressed this issue in a representative marine bacterium, Shewanella psychrophila WP2 (WP2), and its integrated prophage SP1. Notably, compared to the WP2 wild-type strain, the SP1 deletion mutant of WP2 (WP2ΔSP1) exhibited a significantly lower D-glutamate (D-Glu) consumption rate and longer lag phase when D-Glu was used as the sole nitrogen source. The subsequent transcriptome analysis identified 1,523 differentially expressed genes involved in diverse cellular processes, especially that multiple genes related to inorganic nitrogen metabolism were highly upregulated. In addition, the dynamic profiles of ammonium, nitrate, and nitrite were distinct between the culture media of WP2 and WP2ΔSP1. Finally, we provide evidence that SP1 conferred a competitive advantage to WP2 when D-Glu was used as the sole nitrogen source and SP1-like phages may be widely distributed in the global ocean. Taken together, these findings offer novel insight into the influences of prophages on host metabolism and RDOM cycling in marine environments.IMPORTANCEThis work represents the first exploration of the impact of prophages on the D-amino acid (D-AA) metabolism of deep-sea bacteria. By using S. psychrophila WP2 and its integrated prophage SP1 as a representative system, we found that SP1 can significantly increase the catabolism rate of WP2 to D-glutamate and produce higher concentrations of ammonium, resulting in faster growth and competitive advantages. Our findings not only deepen our understanding of the interaction between deep-sea prophages and hosts but also provide new insights into the ecological role of prophages in refractory dissolved organic matter and the nitrogen cycle in deep oceans.
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Affiliation(s)
- Xiaoli Tan
- School of Oceanography, Shanghai Jiao Tong University, Shanghai, China
| | - Mujie Zhang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Development Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
- Yazhou Bay Institute of Deepsea Sci-Tech, Shanghai Jiao Tong University, Sanya, China
| | - Shunzhang Liu
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Development Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Xiang Xiao
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Development Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
- Yazhou Bay Institute of Deepsea Sci-Tech, Shanghai Jiao Tong University, Sanya, China
- Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai, China
| | - Yu Zhang
- School of Oceanography, Shanghai Jiao Tong University, Shanghai, China
| | - Huahua Jian
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Development Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
- Yazhou Bay Institute of Deepsea Sci-Tech, Shanghai Jiao Tong University, Sanya, China
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107
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Flamholz ZN, Biller SJ, Kelly L. Large language models improve annotation of prokaryotic viral proteins. Nat Microbiol 2024; 9:537-549. [PMID: 38287147 PMCID: PMC11311208 DOI: 10.1038/s41564-023-01584-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Accepted: 12/08/2023] [Indexed: 01/31/2024]
Abstract
Viral genomes are poorly annotated in metagenomic samples, representing an obstacle to understanding viral diversity and function. Current annotation approaches rely on alignment-based sequence homology methods, which are limited by the paucity of characterized viral proteins and divergence among viral sequences. Here we show that protein language models can capture prokaryotic viral protein function, enabling new portions of viral sequence space to be assigned biologically meaningful labels. When applied to global ocean virome data, our classifier expanded the annotated fraction of viral protein families by 29%. Among previously unannotated sequences, we highlight the identification of an integrase defining a mobile element in marine picocyanobacteria and a capsid protein that anchors globally widespread viral elements. Furthermore, improved high-level functional annotation provides a means to characterize similarities in genomic organization among diverse viral sequences. Protein language models thus enhance remote homology detection of viral proteins, serving as a useful complement to existing approaches.
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Affiliation(s)
- Zachary N Flamholz
- Department of Systems and Computational Biology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Steven J Biller
- Department of Biological Sciences, Wellesley College, Wellesley, MA, USA
| | - Libusha Kelly
- Department of Systems and Computational Biology, Albert Einstein College of Medicine, Bronx, NY, USA.
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, USA.
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108
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Ritz NL, Draper LA, Bastiaanssen TFS, Turkington CJR, Peterson VL, van de Wouw M, Vlckova K, Fülling C, Guzzetta KE, Burokas A, Harris H, Dalmasso M, Crispie F, Cotter PD, Shkoporov AN, Moloney GM, Dinan TG, Hill C, Cryan JF. The gut virome is associated with stress-induced changes in behaviour and immune responses in mice. Nat Microbiol 2024; 9:359-376. [PMID: 38316929 PMCID: PMC10847049 DOI: 10.1038/s41564-023-01564-y] [Citation(s) in RCA: 24] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 11/17/2023] [Indexed: 02/07/2024]
Abstract
The microbiota-gut-brain axis has been shown to play an important role in the stress response, but previous work has focused primarily on the role of the bacteriome. The gut virome constitutes a major portion of the microbiome, with bacteriophages having the potential to remodel bacteriome structure and activity. Here we use a mouse model of chronic social stress, and employ 16S rRNA and whole metagenomic sequencing on faecal pellets to determine how the virome is modulated by and contributes to the effects of stress. We found that chronic stress led to behavioural, immune and bacteriome alterations in mice that were associated with changes in the bacteriophage class Caudoviricetes and unassigned viral taxa. To determine whether these changes were causally related to stress-associated behavioural or physiological outcomes, we conducted a faecal virome transplant from mice before stress and autochthonously transferred it to mice undergoing chronic social stress. The transfer of the faecal virome protected against stress-associated behaviour sequelae and restored stress-induced changes in select circulating immune cell populations, cytokine release, bacteriome alterations and gene expression in the amygdala. These data provide evidence that the virome plays a role in the modulation of the microbiota-gut-brain axis during stress, indicating that these viral populations should be considered when designing future microbiome-directed therapies.
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Affiliation(s)
- Nathaniel L Ritz
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
| | - Lorraine A Draper
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- School of Microbiology, University College Cork, Cork, Ireland
| | - Thomaz F S Bastiaanssen
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
| | - Christopher J R Turkington
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- School of Microbiology, University College Cork, Cork, Ireland
| | - Veronica L Peterson
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
| | - Marcel van de Wouw
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
- Department of Pediatrics, University of Calgary, Calgary, Canada
| | - Klara Vlckova
- APC Microbiome Ireland, University College Cork, Cork, Ireland
| | | | - Katherine E Guzzetta
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
- Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland
| | - Aurelijus Burokas
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Biological Models, Institute of Biochemistry, Life Sciences Center, Vilnius University, Vilnius, Lithuania
| | - Hugh Harris
- APC Microbiome Ireland, University College Cork, Cork, Ireland
| | - Marion Dalmasso
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- School of Microbiology, University College Cork, Cork, Ireland
- Normandie Univ, UNICAEN, UNIROUEN, ABTE, 14000, Caen, France
| | - Fiona Crispie
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Food Biosciences, Teagasc Food Research Centre, Moorepark, Fermoy, Ireland
| | - Paul D Cotter
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Food Biosciences, Teagasc Food Research Centre, Moorepark, Fermoy, Ireland
| | - Andrey N Shkoporov
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- School of Microbiology, University College Cork, Cork, Ireland
| | - Gerard M Moloney
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland
| | - Timothy G Dinan
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- Department of Psychiatry and Neurobehavioural Science, University College Corke, Cork, Ireland
| | - Colin Hill
- APC Microbiome Ireland, University College Cork, Cork, Ireland
- School of Microbiology, University College Cork, Cork, Ireland
| | - John F Cryan
- APC Microbiome Ireland, University College Cork, Cork, Ireland.
- Department of Anatomy and Neuroscience, University College Cork, Cork, Ireland.
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109
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Rozwalak P, Barylski J, Wijesekara Y, Dutilh BE, Zielezinski A. Ultraconserved bacteriophage genome sequence identified in 1300-year-old human palaeofaeces. Nat Commun 2024; 15:495. [PMID: 38263397 PMCID: PMC10805732 DOI: 10.1038/s41467-023-44370-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 12/11/2023] [Indexed: 01/25/2024] Open
Abstract
Bacteriophages are widely recognised as rapidly evolving biological entities. However, knowledge about ancient bacteriophages is limited. Here, we analyse DNA sequence datasets previously generated from ancient palaeofaeces and human gut-content samples, and identify an ancient phage genome nearly identical to present-day Mushuvirus mushu, a virus that infects gut commensal bacteria. The DNA damage patterns of the genome are consistent with its ancient origin and, despite 1300 years of evolution, the ancient Mushuvirus genome shares 97.7% nucleotide identity with its modern counterpart, indicating a long-term relationship between the prophage and its host. In addition, we reconstruct and authenticate 297 other phage genomes from the last 5300 years, including those belonging to unknown families. Our findings demonstrate the feasibility of reconstructing ancient phage genome sequences, thus expanding the known virosphere and offering insights into phage-bacteria interactions spanning several millennia.
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Affiliation(s)
- Piotr Rozwalak
- Department of Computational Biology, Faculty of Biology, Adam Mickiewicz University, Poznan, 61-614, Poland
| | - Jakub Barylski
- Department of Molecular Virology, Faculty of Biology, Adam Mickiewicz University, Poznan, 61-614, Poland
| | - Yasas Wijesekara
- Institute of Bioinformatics, University Medicine Greifswald, Felix-Hausdorff-Str. 8, 17475, Greifswald, Germany
| | - Bas E Dutilh
- Institute of Biodiversity, Faculty of Biological Sciences, Cluster of Excellence Balance of the Microverse, Friedrich Schiller University Jena, 07743, Jena, Germany.
- Theoretical Biology and Bioinformatics, Science4Life, Utrecht University, Padualaan 8, 3584 CH, Utrecht, the Netherlands.
| | - Andrzej Zielezinski
- Department of Computational Biology, Faculty of Biology, Adam Mickiewicz University, Poznan, 61-614, Poland.
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110
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Silva EC, Quinde CA, Cieza B, Basu A, Vila MMDC, Balcão VM. Molecular Characterization and Genome Mechanical Features of Two Newly Isolated Polyvalent Bacteriophages Infecting Pseudomonas syringae pv. garcae. Genes (Basel) 2024; 15:113. [PMID: 38255005 PMCID: PMC10815195 DOI: 10.3390/genes15010113] [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: 12/09/2023] [Revised: 01/06/2024] [Accepted: 01/16/2024] [Indexed: 01/24/2024] Open
Abstract
Coffee plants have been targeted by a devastating bacterial disease, a condition known as bacterial blight, caused by the phytopathogen Pseudomonas syringae pv. garcae (Psg). Conventional treatments of coffee plantations affected by the disease involve frequent spraying with copper- and kasugamycin-derived compounds, but they are both highly toxic to the environment and stimulate the appearance of bacterial resistance. Herein, we report the molecular characterization and mechanical features of the genome of two newly isolated (putative polyvalent) lytic phages for Psg. The isolated phages belong to class Caudoviricetes and present a myovirus-like morphotype belonging to the genuses Tequatrovirus (PsgM02F) and Phapecoctavirus (PsgM04F) of the subfamilies Straboviridae (PsgM02F) and Stephanstirmvirinae (PsgM04F), according to recent bacterial viruses' taxonomy, based on their complete genome sequences. The 165,282 bp (PsgM02F) and 151,205 bp (PsgM04F) genomes do not feature any lysogenic-related (integrase) genes and, hence, can safely be assumed to follow a lytic lifestyle. While phage PsgM02F produced a morphogenesis yield of 124 virions per host cell, phage PsgM04F produced only 12 virions per host cell, indicating that they replicate well in Psg with a 50 min latency period. Genome mechanical analyses established a relationship between genome bendability and virion morphogenesis yield within infected host cells.
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Affiliation(s)
- Erica C. Silva
- VBlab—Laboratory of Bacterial Viruses, University of Sorocaba, Sorocaba 18023-000, SP, Brazil; (E.C.S.); (M.M.D.C.V.)
| | - Carlos A. Quinde
- Department of Biological Sciences, University of South Carolina, Columbia, SC 29208, USA;
| | - Basilio Cieza
- Department of Biophysics and Biophysical Chemistry, Johns Hopkins University, Baltimore, MD 21218, USA;
| | - Aakash Basu
- Department of Biosciences, Durham University, Durham DH1 3LE, UK;
| | - Marta M. D. C. Vila
- VBlab—Laboratory of Bacterial Viruses, University of Sorocaba, Sorocaba 18023-000, SP, Brazil; (E.C.S.); (M.M.D.C.V.)
| | - Victor M. Balcão
- VBlab—Laboratory of Bacterial Viruses, University of Sorocaba, Sorocaba 18023-000, SP, Brazil; (E.C.S.); (M.M.D.C.V.)
- Department of Biology and CESAM, University of Aveiro, Campus Universitário de Santiago, P-3810-193 Aveiro, Portugal
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111
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Khan T, Haider A, Rahman S, Moon SB, Mahamud I, Mondal SI, Begum A, Biswas SK, Jubair M, Rahman M. Complete genome sequence of Escherichia phage iGC_PHA_EC001. Microbiol Resour Announc 2024; 13:e0084223. [PMID: 38019277 DOI: 10.1128/mra.00842-23] [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: 09/07/2023] [Accepted: 10/28/2023] [Indexed: 11/30/2023] Open
Abstract
Antimicrobial resistance (AMR) in bacteria poses a global health emergency due to limited treatment options. Here, we report a lytic bacteriophage belonging to Stephanstirmvirinae family against an AMR Escherichia coli (ST2089). Escherichia phage iGC_PHA_EC001 is of genus Phapecoctavirus and 148,445 bp in length, encoding 269 predicted protein-coding sequences and 10 tRNAs. The phage encodes two lytic proteins containing phage_lysozyme (PF00959.22) and cell wall hydrolase_2 (PF07486.15) as catalytic domains, respectively.
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Affiliation(s)
- Tahsin Khan
- Genome Centre, Infectious Diseases Division, icddr,b, Mohakhali , Dhaka, Bangladesh
| | - Arefeen Haider
- Genome Centre, Infectious Diseases Division, icddr,b, Mohakhali , Dhaka, Bangladesh
| | - Sezanur Rahman
- Virology Laboratory, Infectious Diseases Division, icddr,b, Mohakhali , Dhaka, Bangladesh
| | - Shovan Basak Moon
- Genome Centre, Infectious Diseases Division, icddr,b, Mohakhali , Dhaka, Bangladesh
| | - Imtiaz Mahamud
- Genome Centre, Infectious Diseases Division, icddr,b, Mohakhali , Dhaka, Bangladesh
| | - Shakhinur Islam Mondal
- Department of Genetic Engineering and Biotechnology, Shahjalal University of Science Technology , Sylhet, Bangladesh
| | - Anowara Begum
- Department of Microbiology, University of Dhaka , Dhaka, Bangladesh
| | - Sudhangshu Kumar Biswas
- Department of Biotechnology and Genetic Engineering, Islamic University , Kushtia, Bangladesh
| | - Mohammad Jubair
- Genome Centre, Infectious Diseases Division, icddr,b, Mohakhali , Dhaka, Bangladesh
| | - Mustafizur Rahman
- Genome Centre, Infectious Diseases Division, icddr,b, Mohakhali , Dhaka, Bangladesh
- Virology Laboratory, Infectious Diseases Division, icddr,b, Mohakhali , Dhaka, Bangladesh
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112
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Bird JT, Burke KA, Urick CD, Braverman JL, Mzhavia N, Ellison DW, Nikolich MP, Filippov AA. Genome sequence of the Klebsiella quasipneumoniae bacteriophage EKq1 with activity against Klebsiella pneumoniae. Microbiol Resour Announc 2024; 13:e0095423. [PMID: 38032190 DOI: 10.1128/mra.00954-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Accepted: 10/20/2023] [Indexed: 12/01/2023] Open
Abstract
We describe the genome of a lytic phage EKq1 isolated on Klebsiella quasipneumoniae, with activity against Klebsiella pneumoniae. EKq1 is an unclassified representative of the class Caudoviricetes, similar to Klebsiella phages VLCpiS8c, phiKp_7-2, and vB_KleS-HSE3. The 48,244-bp genome has a GC content of 56.43% and 63 predicted protein-coding genes.
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Affiliation(s)
- Jordan T Bird
- Department of Biochemistry and Molecular Biology, University of Arkansas , Little Rock, Arkansas, USA
| | - Kevin A Burke
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research , Silver Spring, Maryland, USA
| | - Caitlin D Urick
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research , Silver Spring, Maryland, USA
| | - Jamie L Braverman
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research , Silver Spring, Maryland, USA
| | - Nino Mzhavia
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research , Silver Spring, Maryland, USA
| | - Damon W Ellison
- Bacterial Diseases Branch, Walter Reed Army Institute of Research , Silver Spring, Maryland, USA
| | - Mikeljon P Nikolich
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research , Silver Spring, Maryland, USA
| | - Andrey A Filippov
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research , Silver Spring, Maryland, USA
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113
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Medvedeva S, Borrel G, Gribaldo S. Sheaths are diverse and abundant cell surface layers in archaea. THE ISME JOURNAL 2024; 18:wrae225. [PMID: 39499655 PMCID: PMC11576556 DOI: 10.1093/ismejo/wrae225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 10/10/2024] [Accepted: 11/04/2024] [Indexed: 11/07/2024]
Abstract
Prokaryotic cells employ multiple protective layers crucial for defense, structural integrity, and cellular interactions in the environment. Archaea often feature an S-layer, with some species possessing additional and remarkably resistant sheaths. The archaeal sheath has been studied in Methanothrix and Methanospirillum, revealing a complex structure consisting of amyloid proteins organized into rings. Here, we conducted a comprehensive survey of sheath-forming proteins (SH proteins) across archaeal genomes. Structural modeling reveals a rich diversity of SH proteins, indicating the presence of a sheath in members of the TACK superphylum (Thermoprotei), as well as in the methanotrophic ANME-1. SH proteins are present in up to 40 copies per genome and display diverse domain arrangements suggesting multifunctional roles within the sheath, and potential involvement in cell-cell interaction with syntrophic partners. We uncover a complex evolutionary dynamic, indicating active exchange of SH proteins in archaeal communities. We find that viruses infecting sheathed archaea encode a diversity of SH-like proteins and we use them as markers to identify 580 vOTUs potentially associated with sheathed archaea. Structural modeling suggests that viral SH proteins can form complexes with the host SH proteins. We propose a previously unreported egress strategy where the expression of viral SH-like proteins may disrupt the integrity of the host sheath and facilitate viral exit during lysis. Together, our results significantly expand knowledge of the diversity and evolution of the archaeal sheath, which has been largely understudied but might have an important role in shaping microbial communities.
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Affiliation(s)
- Sofia Medvedeva
- Institut Pasteur, Université Paris Cité, Microbiology Department, Evolutionary Biology of the Microbial Cell, 25 rue du dr Roux, 75015, Paris, France
| | - Guillaume Borrel
- Institut Pasteur, Université Paris Cité, Microbiology Department, Evolutionary Biology of the Microbial Cell, 25 rue du dr Roux, 75015, Paris, France
| | - Simonetta Gribaldo
- Institut Pasteur, Université Paris Cité, Microbiology Department, Evolutionary Biology of the Microbial Cell, 25 rue du dr Roux, 75015, Paris, France
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114
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Garritano AN, Zhang Z, Jia Y, Allen MA, Hill LJ, Kuzhiumparambil U, Hinkley C, Raina JB, Peixoto RS, Thomas T. Simple Porifera holobiont reveals complex interactions between the host, an archaeon, a bacterium, and a phage. THE ISME JOURNAL 2024; 18:wrae197. [PMID: 39375020 PMCID: PMC11525543 DOI: 10.1093/ismejo/wrae197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Revised: 09/11/2024] [Accepted: 10/02/2024] [Indexed: 10/09/2024]
Abstract
The basal metazoan phylum Porifera (sponges) is increasingly used as a model to investigate ecological and evolutionary features of microbe-animal symbioses. However, sponges often host complex microbiomes, which has hampered our understanding of their interactions with their microbial symbionts. Here, we describe the discovery and characterization of the simplest sponge holobiont reported to date, consisting of the deep-sea glass sponge Aphrocallistes beatrix and two newly-described microbial symbionts: an autotrophic ammonia-oxidizing archaeon and a bacterial heterotroph. Omics analyses and metabolic modeling revealed the dependency of the ammonia-oxidizing archaea on sponge-derived ammonia to drive primary production, which in turn supports the bacterium's growth by providing the dicarboxylate fumarate. Furthermore, virus-mediated archaeal lysis appears crucial to overcome the bacterium's vitamin B12 auxotrophy. These findings reveal that the exchanges of vitamin B12 and dicarboxylate may be evolutionarily conserved features of symbiosis as they can also be found in interactions between free-living marine bacteria, and between microbes and plants or diatoms.
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Affiliation(s)
- Alessandro N Garritano
- Centre for Marine Science and Innovation, School of Biological, Earth and Environmental Sciences, Faculty of Science, The University of New South Wales, Kensington, NSW 2052, Australia
| | - Zhelun Zhang
- Centre for Marine Science and Innovation, School of Biological, Earth and Environmental Sciences, Faculty of Science, The University of New South Wales, Kensington, NSW 2052, Australia
| | - Yunke Jia
- Centre for Marine Science and Innovation, School of Biological, Earth and Environmental Sciences, Faculty of Science, The University of New South Wales, Kensington, NSW 2052, Australia
| | - Michelle A Allen
- Centre for Marine Science and Innovation, School of Biological, Earth and Environmental Sciences, Faculty of Science, The University of New South Wales, Kensington, NSW 2052, Australia
| | - Lilian J Hill
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Departamento de Microbiologia Paulo de Goes, LEMM Laboratory, 21941-902, Rio de Janeiro, Brazil
| | | | - Cora Hinkley
- Climate Change Cluster, University of Technology Sydney, Broadway, New South Wales 2007, Australia
| | - Jean-Baptiste Raina
- Climate Change Cluster, University of Technology Sydney, Broadway, New South Wales 2007, Australia
| | - Raquel S Peixoto
- Division of Biological and Environmental Science and Engineering (BESE), King Abdullah University of Science and Technology, Biological and Environmental Science and Engineering Division, Thuwal 23955 – 6900, Saudi Arabia
| | - Torsten Thomas
- Centre for Marine Science and Innovation, School of Biological, Earth and Environmental Sciences, Faculty of Science, The University of New South Wales, Kensington, NSW 2052, Australia
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115
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Rihtman B, Torcello-Requena A, Mikhaylina A, Puxty RJ, Clokie MRJ, Millard AD, Scanlan DJ. Coordinated transcriptional response to environmental stress by a Synechococcus virus. THE ISME JOURNAL 2024; 18:wrae032. [PMID: 38431846 PMCID: PMC10976474 DOI: 10.1093/ismejo/wrae032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 12/20/2023] [Accepted: 02/26/2024] [Indexed: 03/05/2024]
Abstract
Viruses are a major control on populations of microbes. Often, their virulence is examined in controlled laboratory conditions. Yet, in nature, environmental conditions lead to changes in host physiology and fitness that may impart both costs and benefits on viral success. Phosphorus (P) is a major abiotic control on the marine cyanobacterium Synechococcus. Some viruses infecting Synechococcus have acquired, from their host, a gene encoding a P substrate binding protein (PstS), thought to improve virus replication under phosphate starvation. Yet, pstS is uncommon among cyanobacterial viruses. Thus, we asked how infections with viruses lacking PstS are affected by P scarcity. We show that the production of infectious virus particles of such viruses is reduced in low P conditions. However, this reduction in progeny is not caused by impaired phage genome replication, thought to be a major sink for cellular phosphate. Instead, transcriptomic analysis showed that under low P conditions, a PstS-lacking cyanophage increased the expression of a specific gene set that included mazG, hli2, and gp43 encoding a pyrophosphatase, a high-light inducible protein and DNA polymerase, respectively. Moreover, several of the upregulated genes were controlled by the host's phoBR two-component system. We hypothesize that recycling and polymerization of nucleotides liberates free phosphate and thus allows viral morphogenesis, albeit at lower rates than when phosphate is replete or when phages encode pstS. Altogether, our data show how phage genomes, lacking obvious P-stress-related genes, have evolved to exploit their host's environmental sensing mechanisms to coordinate their own gene expression in response to resource limitation.
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Affiliation(s)
- Branko Rihtman
- School of Life Sciences, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, United Kingdom
| | - Alberto Torcello-Requena
- School of Life Sciences, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, United Kingdom
| | - Alevtina Mikhaylina
- School of Life Sciences, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, United Kingdom
| | - Richard J Puxty
- School of Life Sciences, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, United Kingdom
| | - Martha R J Clokie
- Leicester Centre for Phage Research, Department of Genetics and Genome Biology, University of Leicester, University Road, Leicester LE1 7RH, United Kingdom
| | - Andrew D Millard
- Leicester Centre for Phage Research, Department of Genetics and Genome Biology, University of Leicester, University Road, Leicester LE1 7RH, United Kingdom
| | - David J Scanlan
- School of Life Sciences, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, United Kingdom
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116
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Yan Y, Zheng J, Zhang X, Yin Y. dbAPIS: a database of anti-prokaryotic immune system genes. Nucleic Acids Res 2024; 52:D419-D425. [PMID: 37889074 PMCID: PMC10767833 DOI: 10.1093/nar/gkad932] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 09/20/2023] [Accepted: 10/10/2023] [Indexed: 10/28/2023] Open
Abstract
Anti-prokaryotic immune system (APIS) proteins, typically encoded by phages, prophages, and plasmids, inhibit prokaryotic immune systems (e.g. restriction modification, toxin-antitoxin, CRISPR-Cas). A growing number of APIS genes have been characterized and dispersed in the literature. Here we developed dbAPIS (https://bcb.unl.edu/dbAPIS), as the first literature curated data repository for experimentally verified APIS genes and their associated protein families. The key features of dbAPIS include: (i) experimentally verified APIS genes with their protein sequences, functional annotation, PDB or AlphaFold predicted structures, genomic context, sequence and structural homologs from different microbiome/virome databases; (ii) classification of APIS proteins into sequence-based families and construction of hidden Markov models (HMMs); (iii) user-friendly web interface for data browsing by the inhibited immune system types or by the hosts, and functions for searching and batch downloading of pre-computed data; (iv) Inclusion of all types of APIS proteins (except for anti-CRISPRs) that inhibit a variety of prokaryotic defense systems (e.g. RM, TA, CBASS, Thoeris, Gabija). The current release of dbAPIS contains 41 verified APIS proteins and ∼4400 sequence homologs of 92 families and 38 clans. dbAPIS will facilitate the discovery of novel anti-defense genes and genomic islands in phages, by providing a user-friendly data repository and a web resource for an easy homology search against known APIS proteins.
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Affiliation(s)
- Yuchen Yan
- Nebraska Food for Health Center, Department of Food Science and Technology, University of Nebraska - Lincoln, Lincoln, NE 68588, USA
| | | | - Xinpeng Zhang
- Nebraska Food for Health Center, Department of Food Science and Technology, University of Nebraska - Lincoln, Lincoln, NE 68588, USA
| | - Yanbin Yin
- Nebraska Food for Health Center, Department of Food Science and Technology, University of Nebraska - Lincoln, Lincoln, NE 68588, USA
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117
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Wang RH, Yang S, Liu Z, Zhang Y, Wang X, Xu Z, Wang J, Li SC. PhageScope: a well-annotated bacteriophage database with automatic analyses and visualizations. Nucleic Acids Res 2024; 52:D756-D761. [PMID: 37904614 PMCID: PMC10767790 DOI: 10.1093/nar/gkad979] [Citation(s) in RCA: 47] [Impact Index Per Article: 47.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 10/13/2023] [Accepted: 10/16/2023] [Indexed: 11/01/2023] Open
Abstract
Bacteriophages are viruses that infect bacteria or archaea. Understanding the diverse and intricate genomic architectures of phages is essential to study microbial ecosystems and develop phage therapy strategies. However, the existing phage databases are short of meticulous annotations. To this end, we propose PhageScope (https://phagescope.deepomics.org), an online phage database with comprehensive annotations. PhageScope harbors a collection of 873 718 phage sequences from various sources. Applying fifteen state-of-the-art tools to perform systematic annotations and analyses, PhageScope provides annotations on genome completeness, host range, lifestyle information, taxonomy classification, nine types of structural and functional genetic elements, and three types of comparative genomic studies for curated phages. Additionally, PhageScope incorporates automatic analyses and visualizations for curated and customized phages, serving as an efficient platform for phage study.
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Affiliation(s)
- Ruo Han Wang
- Department of Computer Science, City University of Hong Kong, Hong Kong
| | - Shuo Yang
- Department of Computer Science, City University of Hong Kong, Hong Kong
| | - Zhixuan Liu
- Department of Computer Science, City University of Hong Kong, Hong Kong
| | - Yuanzheng Zhang
- Department of Computer Science, City University of Hong Kong, Hong Kong
| | - Xueying Wang
- Department of Computer Science, City University of Hong Kong, Hong Kong
- City University of Hong Kong (Dongguan), Dongguan, China
| | - Zixin Xu
- Department of Computer Science, City University of Hong Kong, Hong Kong
| | - Jianping Wang
- Department of Computer Science, City University of Hong Kong, Hong Kong
| | - Shuai Cheng Li
- Department of Computer Science, City University of Hong Kong, Hong Kong
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118
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Yang Y, Dufault-Thompson K, Yan W, Cai T, Xie L, Jiang X. Large-scale genomic survey with deep learning-based method reveals strain-level phage specificity determinants. Gigascience 2024; 13:giae017. [PMID: 38649301 PMCID: PMC11034027 DOI: 10.1093/gigascience/giae017] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 01/23/2024] [Accepted: 03/24/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND Phage therapy, reemerging as a promising approach to counter antimicrobial-resistant infections, relies on a comprehensive understanding of the specificity of individual phages. Yet the significant diversity within phage populations presents a considerable challenge. Currently, there is a notable lack of tools designed for large-scale characterization of phage receptor-binding proteins, which are crucial in determining the phage host range. RESULTS In this study, we present SpikeHunter, a deep learning method based on the ESM-2 protein language model. With SpikeHunter, we identified 231,965 diverse phage-encoded tailspike proteins, a crucial determinant of phage specificity that targets bacterial polysaccharide receptors, across 787,566 bacterial genomes from 5 virulent, antibiotic-resistant pathogens. Notably, 86.60% (143,200) of these proteins exhibited strong associations with specific bacterial polysaccharides. We discovered that phages with identical tailspike proteins can infect different bacterial species with similar polysaccharide receptors, underscoring the pivotal role of tailspike proteins in determining host range. The specificity is mainly attributed to the protein's C-terminal domain, which strictly correlates with host specificity during domain swapping in tailspike proteins. Importantly, our dataset-driven predictions of phage-host specificity closely match the phage-host pairs observed in real-world phage therapy cases we studied. CONCLUSIONS Our research provides a rich resource, including both the method and a database derived from a large-scale genomics survey. This substantially enhances understanding of phage specificity determinants at the strain level and offers a valuable framework for guiding phage selection in therapeutic applications.
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Affiliation(s)
- Yiyan Yang
- National Library of Medicine, National Institutes of Health, Bethesda, MD 20894, USA
| | | | - Wei Yan
- National Library of Medicine, National Institutes of Health, Bethesda, MD 20894, USA
| | - Tian Cai
- Ph.D. Program in Computer Science, The Graduate Center, The City University of New York, New York, NY 10016, USA
| | - Lei Xie
- Ph.D. Program in Computer Science, The Graduate Center, The City University of New York, New York, NY 10016, USA
- Department of Computer Science, Hunter College, The City University of New York, New York, NY 10065, USA
| | - Xiaofang Jiang
- National Library of Medicine, National Institutes of Health, Bethesda, MD 20894, USA
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119
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Cook R, Telatin A, Bouras G, Camargo AP, Larralde M, Edwards RA, Adriaenssens EM. Driving through stop signs: predicting stop codon reassignment improves functional annotation of bacteriophages. ISME COMMUNICATIONS 2024; 4:ycae079. [PMID: 38939532 PMCID: PMC11210395 DOI: 10.1093/ismeco/ycae079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 03/20/2024] [Accepted: 06/17/2024] [Indexed: 06/29/2024]
Abstract
The majority of bacteriophage diversity remains uncharacterized, and new intriguing mechanisms of their biology are being continually described. Members of some phage lineages, such as the Crassvirales, repurpose stop codons to encode an amino acid by using alternate genetic codes. Here, we investigated the prevalence of stop codon reassignment in phage genomes and its subsequent impacts on functional annotation. We predicted 76 genomes within INPHARED and 712 vOTUs from the Unified Human Gut Virome Catalogue (UHGV) that repurpose a stop codon to encode an amino acid. We re-annotated these sequences with modified versions of Pharokka and Prokka, called Pharokka-gv and Prokka-gv, to automatically predict stop codon reassignment prior to annotation. Both tools significantly improved the quality of annotations, with Pharokka-gv performing best. For sequences predicted to repurpose TAG to glutamine (translation table 15), Pharokka-gv increased the median gene length (median of per genome median) from 287 to 481 bp for UHGV sequences (67.8% increase) and from 318 to 550 bp for INPHARED sequences (72.9% increase). The re-annotation increased median coding capacity from 66.8% to 90.0% and from 69.0% to 89.8% for UHGV and INPHARED sequences predicted to use translation table 15. Furthermore, the proportion of genes that could be assigned functional annotation increased, including an increase in the number of major capsid proteins that could be identified. We propose that automatic prediction of stop codon reassignment before annotation is beneficial to downstream viral genomic and metagenomic analyses.
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Affiliation(s)
- Ryan Cook
- Quadram Institute Bioscience, Norwich NR4 7UQ, United Kingdom
| | - Andrea Telatin
- Quadram Institute Bioscience, Norwich NR4 7UQ, United Kingdom
| | - George Bouras
- Faculty of Health and Medical Sciences, Adelaide Medical School, The University of Adelaide, Adelaide, SA 5070, Australia
- Department of Surgery—Otolaryngology Head and Neck Surgery, University of Adelaide and the Basil Hetzel Institute for Translational Health Research, Central Adelaide Local Health Network, Adelaide, SA 5070, Australia
| | - Antonio Pedro Camargo
- Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States
| | - Martin Larralde
- Structural and Computational Biology Unit, European Molecular Biology Laboratory (EMBL), Meyerhofstraße 1, 69117 Heidelberg, Germany
| | - Robert A Edwards
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Bedford Park, Adelaide, SA 5042, Australia
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120
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Turner D, Adriaenssens EM, Lehman SM, Moraru C, Kropinski AM. Bacteriophage Taxonomy: A Continually Evolving Discipline. Methods Mol Biol 2024; 2734:27-45. [PMID: 38066361 DOI: 10.1007/978-1-0716-3523-0_3] [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] [Indexed: 12/18/2023]
Abstract
While taxonomy is an often underappreciated branch of science, it serves very important roles. Bacteriophage taxonomy has evolved from a discipline based mainly on morphology, characterized by the work of David Bradley and Hans-Wolfgang Ackermann, to the sequence-based approach that is taken today. The Bacterial Viruses Subcommittee of the International Committee on Taxonomy of Viruses (ICTV) takes a holistic approach to classifying prokaryote viruses by measuring overall DNA and protein similarity and phylogeny before making decisions about the taxonomic position of a new virus. The huge number of complete genomes being deposited with the National Center for Biotechnology Information (NCBI) and other public databases has resulted in a reassessment of the taxonomy of many viruses, and the future will see the introduction of new viral families and higher orders.
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Affiliation(s)
- Dann Turner
- School of Applied Sciences, College of Health, Science and Society, University of the West of England, Bristol, UK
| | | | - Susan M Lehman
- Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Cristina Moraru
- Department of The Biology of Geological Processes, Institute for Chemistry and Biology of the Marine Environment, University of Oldenburg, Oldenburg, Germany
| | - Andrew M Kropinski
- Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada
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121
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Rossi FPN, Flores VS, Uceda-Campos G, Amgarten DE, Setubal JC, da Silva AM. Comparative Analyses of Bacteriophage Genomes. Methods Mol Biol 2024; 2802:427-453. [PMID: 38819567 DOI: 10.1007/978-1-0716-3838-5_14] [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] [Indexed: 06/01/2024]
Abstract
Bacterial viruses (bacteriophages or phages) are the most abundant and diverse biological entities on Earth. There is a renewed worldwide interest in phage-centered research motivated by their enormous potential as antimicrobials to cope with multidrug-resistant pathogens. An ever-growing number of complete phage genomes are becoming available, derived either from newly isolated phages (cultivated phages) or recovered from metagenomic sequencing data (uncultivated phages). Robust comparative analysis is crucial for a comprehensive understanding of genotypic variations of phages and their related evolutionary processes, and to investigate the interaction mechanisms between phages and their hosts. In this chapter, we present a protocol for phage comparative genomics employing tools selected out of the many currently available, focusing on complete genomes of phages classified in the class Caudoviricetes. This protocol provides accurate identification of similarities, differences, and patterns among new and previously known complete phage genomes as well as phage clustering and taxonomic classification.
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Affiliation(s)
| | - Vinicius Sousa Flores
- Departamento de Bioquímica, Instituto de Química, Universidade de São Paulo, Sao Paulo, SP, Brazil
| | - Guillermo Uceda-Campos
- Departamento de Bioquímica, Instituto de Química, Universidade de São Paulo, Sao Paulo, SP, Brazil
| | | | - João Carlos Setubal
- Departamento de Bioquímica, Instituto de Química, Universidade de São Paulo, Sao Paulo, SP, Brazil
| | - Aline Maria da Silva
- Departamento de Bioquímica, Instituto de Química, Universidade de São Paulo, Sao Paulo, SP, Brazil.
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122
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Thiele Orberg E, Meedt E, Hiergeist A, Xue J, Heinrich P, Ru J, Ghimire S, Miltiadous O, Lindner S, Tiefgraber M, Göldel S, Eismann T, Schwarz A, Göttert S, Jarosch S, Steiger K, Schulz C, Gigl M, Fischer JC, Janssen KP, Quante M, Heidegger S, Herhaus P, Verbeek M, Ruland J, van den Brink MRM, Weber D, Edinger M, Wolff D, Busch DH, Kleigrewe K, Herr W, Bassermann F, Gessner A, Deng L, Holler E, Poeck H. Bacteria and bacteriophage consortia are associated with protective intestinal metabolites in patients receiving stem cell transplantation. NATURE CANCER 2024; 5:187-208. [PMID: 38172339 PMCID: PMC12063274 DOI: 10.1038/s43018-023-00669-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 10/13/2023] [Indexed: 01/05/2024]
Abstract
The microbiome is a predictor of clinical outcome in patients receiving allogeneic hematopoietic stem cell transplantation (allo-SCT). Microbiota-derived metabolites can modulate these outcomes. How bacteria, fungi and viruses contribute to the production of intestinal metabolites is still unclear. We combined amplicon sequencing, viral metagenomics and targeted metabolomics from stool samples of patients receiving allo-SCT (n = 78) and uncovered a microbiome signature of Lachnospiraceae and Oscillospiraceae and their associated bacteriophages, correlating with the production of immunomodulatory metabolites (IMMs). Moreover, we established the IMM risk index (IMM-RI), which was associated with improved survival and reduced relapse. A high abundance of short-chain fatty acid-biosynthesis pathways, specifically butyric acid via butyryl-coenzyme A (CoA):acetate CoA-transferase (BCoAT, which catalyzes EC 2.8.3.8) was detected in IMM-RI low-risk patients, and virome genome assembly identified two bacteriophages encoding BCoAT as an auxiliary metabolic gene. In conclusion, our study identifies a microbiome signature associated with protective IMMs and provides a rationale for considering metabolite-producing consortia and metabolite formulations as microbiome-based therapies.
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Affiliation(s)
- Erik Thiele Orberg
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany.
- German Cancer Consortium (DKTK), partner-site Munich, a partnership between DKFZ and Klinikum rechts der Isar, Munich, Germany.
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany.
| | - Elisabeth Meedt
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Andreas Hiergeist
- Institute of Clinical Microbiology and Hygiene, University Medical Center, Regensburg, Germany
| | - Jinling Xue
- Institute of Virology, Helmholtz Zentrum Munich, Munich, Germany
- Chair of Prevention for Microbial Infectious Disease, Central Institute of Disease Prevention and School of Life Sciences, Technical University of Munich, Munich, Germany
| | - Paul Heinrich
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
- Leibniz Institute for Immunotherapy, Regensburg, Germany
| | - Jinlong Ru
- Institute of Virology, Helmholtz Zentrum Munich, Munich, Germany
- Chair of Prevention for Microbial Infectious Disease, Central Institute of Disease Prevention and School of Life Sciences, Technical University of Munich, Munich, Germany
| | - Sakhila Ghimire
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Oriana Miltiadous
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sarah Lindner
- Department of Immunology, Sloan Kettering Institute, New York, NY, USA
| | - Melanie Tiefgraber
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Sophia Göldel
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Tina Eismann
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Alix Schwarz
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Sascha Göttert
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Sebastian Jarosch
- Institute for Medical Microbiology, Immunology and Hygiene, School of Medicine, Technical University of Munich, Munich, Germany
| | - Katja Steiger
- German Cancer Consortium (DKTK), partner-site Munich, a partnership between DKFZ and Klinikum rechts der Isar, Munich, Germany
- Comparative Experimental Pathology, School of Medicine, Technical University of Munich, Munich, Germany
- Institute of Pathology, School of Medicine, Technical University of Munich, Munich, Germany
| | - Christian Schulz
- Department of Internal Medicine II, University Hospital, Ludwig-Maximilians-Universität, Munich, Germany
- German Center for Infection Research (DZIF), partner site Munich, Munich, Germany
| | - Michael Gigl
- Bavarian Center for Biomolecular Mass Spectrometry, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Julius C Fischer
- Department of Radiation Oncology, School of Medicine, Technical University of Munich (TUM), Klinikum rechts der Isar TUM, Munich, Germany
| | - Klaus-Peter Janssen
- Department of Surgery, School of Medicine, Technical University of Munich (TUM), Klinikum rechts der Isar TUM, Munich, Germany
| | - Michael Quante
- Department of Internal Medicine II, University Medical Center, Freiburg, Germany
| | - Simon Heidegger
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Peter Herhaus
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Mareike Verbeek
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
| | - Jürgen Ruland
- German Cancer Consortium (DKTK), partner-site Munich, a partnership between DKFZ and Klinikum rechts der Isar, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- Institute of Clinical Chemistry and Pathobiochemistry, School of Medicine, Technical University of Munich, Munich, Germany
| | - Marcel R M van den Brink
- Department of Immunology, Sloan Kettering Institute, New York, NY, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Daniela Weber
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Matthias Edinger
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
- Leibniz Institute for Immunotherapy, Regensburg, Germany
| | - Daniel Wolff
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Dirk H Busch
- Institute for Medical Microbiology, Immunology and Hygiene, School of Medicine, Technical University of Munich, Munich, Germany
- German Center for Infection Research (DZIF), partner site Munich, Munich, Germany
| | - Karin Kleigrewe
- Bavarian Center for Biomolecular Mass Spectrometry, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Wolfgang Herr
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Florian Bassermann
- Department of Internal Medicine III, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany
- German Cancer Consortium (DKTK), partner-site Munich, a partnership between DKFZ and Klinikum rechts der Isar, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- Bavarian Cancer Research Center (BZKF), Munich, Germany
| | - André Gessner
- Institute of Clinical Microbiology and Hygiene, University Medical Center, Regensburg, Germany
| | - Li Deng
- Institute of Virology, Helmholtz Zentrum Munich, Munich, Germany
- Chair of Prevention for Microbial Infectious Disease, Central Institute of Disease Prevention and School of Life Sciences, Technical University of Munich, Munich, Germany
| | - Ernst Holler
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany
| | - Hendrik Poeck
- Department of Internal Medicine III, Hematology and Medical Oncology, University Medical Center, Regensburg, Germany.
- Leibniz Institute for Immunotherapy, Regensburg, Germany.
- Bavarian Cancer Research Center (BZKF), Regensburg, Germany.
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Hernández Villamizar S, Chica Cárdenas LA, Morales Mancera LT, Vives Florez MJ. Anaerobiosis, a neglected factor in phage-bacteria interactions. Appl Environ Microbiol 2023; 89:e0149123. [PMID: 37966212 PMCID: PMC10734468 DOI: 10.1128/aem.01491-23] [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: 08/29/2023] [Accepted: 09/21/2023] [Indexed: 11/16/2023] Open
Abstract
IMPORTANCE Many parameters affect phage-bacteria interaction. Some of these parameters depend on the environment in which the bacteria are present. Anaerobiosis effect on phage infection in facultative anaerobic bacteria has not yet been studied. The absence of oxygen triggers metabolic changes in facultative bacteria and this affects phage infection and viral life cycle. Understanding how an anaerobic environment can alter the behavior of phages during infection is relevant for the phage therapy success.
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124
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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. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.19.532758. [PMID: 36993299 PMCID: PMC10055259 DOI: 10.1101/2023.03.19.532758] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
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 64 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 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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125
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Muscatt G, Cook R, Millard A, Bending GD, Jameson E. Viral metagenomics reveals diverse virus-host interactions throughout the soil depth profile. mBio 2023; 14:e0224623. [PMID: 38032184 PMCID: PMC10746233 DOI: 10.1128/mbio.02246-23] [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: 08/23/2023] [Accepted: 10/17/2023] [Indexed: 12/01/2023] Open
Abstract
IMPORTANCE Soil viruses can moderate the roles that their host microbes play in global carbon cycling. However, given that most studies investigate the surface layer (i.e., top 20 cm) of soil, the extent to which this occurs in subsurface soil (i.e., below 20 cm) is unknown. Here, we leveraged public sequencing data to investigate the interactions between viruses and their hosts at soil depth intervals, down to 115 cm. While most viruses were detected throughout the soil depth profile, their adaptation to host microbes varied. Nonetheless, we uncovered evidence for the potential of soil viruses to encourage their hosts to recycle plant-derived carbon in both surface and subsurface soils. This work reasons that our understanding of soil viral functions requires us to continue to dig deeper and compare viruses existing throughout soil ecosystems.
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Affiliation(s)
- George Muscatt
- School of Life Sciences, University of Warwick, Coventry, United Kingdom
| | - Ryan Cook
- School of Veterinary Medicine and Science, University of Nottingham, Loughborough, United Kingdom
| | - Andrew Millard
- Department of Genetics and Genome Biology, Leicester Centre for Phage Research, University of Leicester, Leicester, United Kingdom
| | - Gary D. Bending
- School of Life Sciences, University of Warwick, Coventry, United Kingdom
| | - Eleanor Jameson
- School of Life Sciences, University of Warwick, Coventry, United Kingdom
- School of Natural Sciences, Bangor University, Bangor, Gwynedd, United Kingdom
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126
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Cook R, Telatin A, Bouras G, Camargo AP, Larralde M, Edwards RA, Adriaenssens EM. Predicting stop codon reassignment improves functional annotation of bacteriophages. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.19.572299. [PMID: 38187747 PMCID: PMC10769273 DOI: 10.1101/2023.12.19.572299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2024]
Abstract
The majority of bacteriophage diversity remains uncharacterised, and new intriguing mechanisms of their biology are being continually described. Members of some phage lineages, such as the Crassvirales, repurpose stop codons to encode an amino acid by using alternate genetic codes. Here, we investigated the prevalence of stop codon reassignment in phage genomes and subsequent impacts on functional annotation. We predicted 76 genomes within INPHARED and 712 vOTUs from the Unified Human Gut Virome catalogue (UHGV) that repurpose a stop codon to encode an amino acid. We re-annotated these sequences with modified versions of Pharokka and Prokka, called Pharokka-gv and Prokka-gv, to automatically predict stop codon reassignment prior to annotation. Both tools significantly improved the quality of annotations, with Pharokka-gv performing best. For sequences predicted to repurpose TAG to glutamine (translation table 15), Pharokka-gv increased the median gene length (median of per genome medians) from 287 to 481 bp for UHGV sequences (67.8% increase) and from 318 to 550 bp for INPHARED sequences (72.9% increase). The re-annotation increased mean coding density from 66.8% to 90.0%, and from 69.0% to 89.8% for UHGV and INPHARED sequences. Furthermore, the proportion of genes that could be assigned functional annotation increased, including an increase in the number of major capsid proteins that could be identified. We propose that automatic prediction of stop codon reassignment before annotation is beneficial to downstream viral genomic and metagenomic analyses.
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Affiliation(s)
- Ryan Cook
- Food, Microbiome and Health Research Programme, Quadram Institute Bioscience, Norwich, NR4 7UQ, UK
| | - Andrea Telatin
- Food, Microbiome and Health Research Programme, Quadram Institute Bioscience, Norwich, NR4 7UQ, UK
| | - George Bouras
- Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, SA 5070, Australia
- Department of Surgery—Otolaryngology Head and Neck Surgery, University of Adelaide and the Basil Hetzel Institute for Translational Health Research, Central Adelaide Local Health Network, Adelaide, SA 5070, Australia
| | - Antonio Pedro Camargo
- Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Martin Larralde
- Structural and Computational Biology Unit, European Molecular Biology Laboratory (EMBL), Meyerhofstraße 1, 69117 Heidelberg, Germany
| | - Robert A. Edwards
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Bedford Park, Adelaide, SA, 5042, Australia
| | - Evelien M. Adriaenssens
- Food, Microbiome and Health Research Programme, Quadram Institute Bioscience, Norwich, NR4 7UQ, UK
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127
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Kosmopoulos JC, Klier KM, Langwig MV, Tran PQ, Anantharaman K. Viromes vs. mixed community metagenomes: choice of method dictates interpretation of viral community ecology. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.15.562385. [PMID: 37904928 PMCID: PMC10614762 DOI: 10.1101/2023.10.15.562385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/01/2023]
Abstract
Background Viruses, the majority of which are uncultivated, are among the most abundant biological entities on Earth. From altering microbial physiology to driving community dynamics, viruses are fundamental members of microbiomes. While the number of studies leveraging viral metagenomics (viromics) for studying uncultivated viruses is growing, standards for viromics research are lacking. Viromics can utilize computational discovery of viruses from total metagenomes of all community members (hereafter metagenomes) or use physical separation of virus-specific fractions (hereafter viromes). However, differences in the recovery and interpretation of viruses from metagenomes and viromes obtained from the same samples remain understudied. Results Here, we compare viral communities from paired viromes and metagenomes obtained from 60 diverse samples across human gut, soil, freshwater, and marine ecosystems. Overall, viral communities obtained from viromes were more abundant and species rich than those obtained from metagenomes, although there were some exceptions. Despite this, metagenomes still contained many viral genomes not detected in viromes. We also found notable differences in the predicted lytic state of viruses detected in viromes vs metagenomes at the time of sequencing. Other forms of variation observed include genome presence/absence, genome quality, and encoded protein content between viromes and metagenomes, but the magnitude of these differences varied by environment. Conclusions Overall, our results show that the choice of method can lead to differing interpretations of viral community ecology. We suggest that the choice of whether to target a metagenome or virome to study viral communities should be dependent on the environmental context and ecological questions being asked. However, our overall recommendation to researchers investigating viral ecology and evolution is to pair both approaches to maximize their respective benefits.
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Affiliation(s)
- James C. Kosmopoulos
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Katherine M. Klier
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Freshwater and Marine Sciences Program, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Marguerite V. Langwig
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Freshwater and Marine Sciences Program, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Patricia Q. Tran
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Karthik Anantharaman
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Department of Integrative Biology, University of Wisconsin-Madison, Madison, Wisconsin, USA
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128
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Thomas NE, Ugokwe NI, Kinsella A, Galyov E, van Schaik W, Joyce N, Nobrega FL, Millard A, Wilkinson RC. Genome Sequence and Characterization of Coliphage Môr Ffagbaw. PHAGE (NEW ROCHELLE, N.Y.) 2023; 4:159-164. [PMID: 40134791 PMCID: PMC11932519 DOI: 10.1089/phage.2023.0029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/27/2025]
Abstract
Background The quality of coastal waters around the United Kingdom is an area of increasing concern following sewer overflow, where wastewater is discharged into the environment. Coliphages, viruses that infect coliform bacteria, are associated with water quality in aquatic systems, yet remain largely uncharacterized at the genomic level. Materials and Methods Phage môr ffagbaw was isolated from seawater against Escherichia coli by enrichment and plaque assays. Whole genome sequencing, transmission electron microscopy, and host range analysis against the E. coli reference (ECOR) collection were used to characterize the phage. Results The virion had a siphovirus morphology and genomic analysis placed it within the family Drexlerviridae, subfamily Tempevirinae, and forms a new species within the genus Hanrivervirus. Spot assays revealed that phage môr ffagbaw could form plaques on 6 out of 72 ECOR strains (8%). Conclusions Môr ffagbaw represents a new species of phage within the genus Hanrivervirus, with a narrow host range.
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Affiliation(s)
- Nerissa E. Thomas
- Swansea University Medical School, Swansea University, Swansea, United Kingdom
| | | | - Andrew Kinsella
- Centre for Phage Research, University of Leicester, Leicester, United Kingdom
| | - Edouard Galyov
- Centre for Phage Research, University of Leicester, Leicester, United Kingdom
| | - Willem van Schaik
- College of Medical and Dental Sciences, Institute of Microbiology and Infection, University of Birmingham, Birmingham, United Kingdom
| | - Naomi Joyce
- Swansea University Medical School, Swansea University, Swansea, United Kingdom
| | - Franklin L. Nobrega
- School of Biosciences, University of Southampton, Southampton, United Kingdom
| | - Andrew Millard
- Centre for Phage Research, University of Leicester, Leicester, United Kingdom
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129
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Kallies R, Hu D, Abdulkadir N, Schloter M, Rocha U. Identification of Huge Phages from Wastewater Metagenomes. Viruses 2023; 15:2330. [PMID: 38140571 PMCID: PMC10747093 DOI: 10.3390/v15122330] [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: 10/29/2023] [Revised: 11/20/2023] [Accepted: 11/22/2023] [Indexed: 12/24/2023] Open
Abstract
Huge phages have genomes larger than 200 kilobases, which are particularly interesting for their genetic inventory and evolution. We screened 165 wastewater metagenomes for the presence of viral sequences. After identifying over 600 potential huge phage genomes, we reduced the dataset using manual curation by excluding viral contigs that did not contain viral protein-coding genes or consisted of concatemers of several small phage genomes. This dataset showed seven fully annotated huge phage genomes. The phages grouped into distinct phylogenetic clades, likely forming new genera and families. A phylogenomic analysis between our huge phages and phages with smaller genomes, i.e., less than 200 kb, supported the hypothesis that huge phages have undergone convergent evolution. The genomes contained typical phage protein-coding genes, sequential gene cassettes for metabolic pathways, and complete inventories of tRNA genes covering all standard and rare amino acids. Our study showed a pipeline for huge phage analyses that may lead to new enzymes for therapeutic or biotechnological applications.
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Affiliation(s)
- René Kallies
- Department for Environmental Microbiology, Helmholtz Centre for Environmental Research, Permoserstr. 15, D-04318 Leipzig, Germany; (D.H.); (N.A.)
| | - Die Hu
- Department for Environmental Microbiology, Helmholtz Centre for Environmental Research, Permoserstr. 15, D-04318 Leipzig, Germany; (D.H.); (N.A.)
| | - Nafi’u Abdulkadir
- Department for Environmental Microbiology, Helmholtz Centre for Environmental Research, Permoserstr. 15, D-04318 Leipzig, Germany; (D.H.); (N.A.)
| | - Michael Schloter
- Department of Environmental Health, Helmholtz Munich, Ingolstaedter Landstr. 1, D-85758 Neuherberg, Germany;
| | - Ulisses Rocha
- Department for Environmental Microbiology, Helmholtz Centre for Environmental Research, Permoserstr. 15, D-04318 Leipzig, Germany; (D.H.); (N.A.)
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130
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Smug BJ, Szczepaniak K, Rocha EPC, Dunin-Horkawicz S, Mostowy RJ. Ongoing shuffling of protein fragments diversifies core viral functions linked to interactions with bacterial hosts. Nat Commun 2023; 14:7460. [PMID: 38016962 PMCID: PMC10684548 DOI: 10.1038/s41467-023-43236-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 11/03/2023] [Indexed: 11/30/2023] Open
Abstract
Biological modularity enhances evolutionary adaptability. This principle is vividly exemplified by bacterial viruses (phages), which display extensive genomic modularity. Phage genomes are composed of independent functional modules that evolve separately and recombine in various configurations. While genomic modularity in phages has been extensively studied, less attention has been paid to protein modularity-proteins consisting of distinct building blocks that can evolve and recombine, enhancing functional and genetic diversity. Here, we use a set of 133,574 representative phage proteins and highly sensitive homology detection to capture instances of domain mosaicism, defined as fragment sharing between two otherwise unrelated proteins, and to understand its relationship with functional diversity in phage genomes. We discover that unrelated proteins from diverse functional classes frequently share homologous domains. This phenomenon is particularly pronounced within receptor-binding proteins, endolysins, and DNA polymerases. We also identify multiple instances of recent diversification via domain shuffling in receptor-binding proteins, neck passage structures, endolysins and some members of the core replication machinery, often transcending distant taxonomic and ecological boundaries. Our findings suggest that ongoing diversification via domain shuffling is reflective of a co-evolutionary arms race, driven by the need to overcome various bacterial resistance mechanisms against phages.
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Affiliation(s)
- Bogna J Smug
- Malopolska Centre of Biotechnology, Jagiellonian University, Krakow, Poland
| | | | - Eduardo P C Rocha
- Institut Pasteur, Université Paris Cité, CNRS UMR3525, Microbial Evolutionary Genomics, Paris, France
| | - Stanislaw Dunin-Horkawicz
- Institute of Evolutionary Biology, Faculty of Biology & Biological and Chemical Research Centre, University of Warsaw, Żwirki i Wigury 101, 02-089, Warsaw, Poland
- Department of Protein Evolution, Max Planck Institute for Developmental Biology, Max-Planck-Ring 5, 72076, Tübingen, Germany
| | - Rafał J Mostowy
- Malopolska Centre of Biotechnology, Jagiellonian University, Krakow, Poland.
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131
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Medvedeva S, Borrel G, Krupovic M, Gribaldo S. A compendium of viruses from methanogenic archaea reveals their diversity and adaptations to the gut environment. Nat Microbiol 2023; 8:2170-2182. [PMID: 37749252 DOI: 10.1038/s41564-023-01485-w] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 08/30/2023] [Indexed: 09/27/2023]
Abstract
Methanogenic archaea are major producers of methane, a potent greenhouse gas and biofuel, and are widespread in diverse environments, including the animal gut. The ecophysiology of methanogens is likely impacted by viruses, which remain, however, largely uncharacterized. Here we carried out a global investigation of viruses associated with all current diversity of methanogens by assembling an extensive CRISPR database consisting of 156,000 spacers. We report 282 high-quality (pro)viral and 205 virus-like/plasmid sequences assigned to hosts belonging to ten main orders of methanogenic archaea. Viruses of methanogens can be classified into 87 families, underscoring a still largely undiscovered genetic diversity. Viruses infecting gut-associated archaea provide evidence of convergence in adaptation with viruses infecting gut-associated bacteria. These viruses contain a large repertoire of lysin proteins that cleave archaeal pseudomurein and are enriched in glycan-binding domains (Ig-like/Flg_new) and diversity-generating retroelements. The characterization of this vast repertoire of viruses paves the way towards a better understanding of their role in regulating methanogen communities globally, as well as the development of much-needed genetic tools.
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Affiliation(s)
- Sofia Medvedeva
- Institut Pasteur, Université Paris Cité, Unit Evolutionary Biology of the Microbial Cell, Paris, France
| | - Guillaume Borrel
- Institut Pasteur, Université Paris Cité, Unit Evolutionary Biology of the Microbial Cell, Paris, France.
| | - Mart Krupovic
- Institut Pasteur, Université Paris Cité, Unit Archaeal Virology, Paris, France.
| | - Simonetta Gribaldo
- Institut Pasteur, Université Paris Cité, Unit Evolutionary Biology of the Microbial Cell, Paris, France.
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132
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Copeland CJ, Roddy JW, Schmidt AK, Secor PR, Wheeler TJ. VIBES: A Workflow for Annotating and Visualizing Viral Sequences Integrated into Bacterial Genomes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.17.562434. [PMID: 37905003 PMCID: PMC10614876 DOI: 10.1101/2023.10.17.562434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Bacteriophages are viruses that infect bacteria. Many bacteriophages integrate their genomes into the bacterial chromosome and become prophages. Prophages may substantially burden or benefit host bacteria fitness, acting in some cases as parasites and in others as mutualists, and have been demonstrated to increase host virulence. The increasing ease of bacterial genome sequencing provides an opportunity to deeply explore prophage prevalence and insertion sites. Here we present VIBES, a workflow intended to automate prophage annotation in complete bacterial genome sequences. VIBES provides additional context to prophage annotations by annotating bacterial genes and viral proteins in user-provided bacterial and viral genomes. The VIBES pipeline is implemented as a Nextflow-driven workflow, providing a simple, unified interface for execution on local, cluster, and cloud computing environments. For each step of the pipeline, a container including all necessary software dependencies is provided. VIBES produces results in simple tab separated format and generates intuitive and interactive visualizations for data exploration. Despite VIBES' primary emphasis on prophage annotation, its generic alignment-based design allows it to be deployed as a general-purpose sequence similarity search manager. We demonstrate the utility of the VIBES prophage annotation workflow by searching for 178 Pf phage genomes across 1,072 Pseudomonas spp. genomes. VIBES software is available at https://github.com/TravisWheelerLab/VIBES.
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Affiliation(s)
- Conner J. Copeland
- Division of Biological Sciences, University of Montana, Missoula, MT, USA
| | - Jack W. Roddy
- R. Ken Coit College of Pharmacy, University of Arizona, Tucson, AZ, USA
| | - Amelia K. Schmidt
- Division of Biological Sciences, University of Montana, Missoula, MT, USA
| | - Patrick R. Secor
- Division of Biological Sciences, University of Montana, Missoula, MT, USA
| | - Travis J. Wheeler
- R. Ken Coit College of Pharmacy, University of Arizona, Tucson, AZ, USA
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133
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Ru J, Xue J, Sun J, Cova L, Deng L. Unveiling the hidden role of aquatic viruses in hydrocarbon pollution bioremediation. JOURNAL OF HAZARDOUS MATERIALS 2023; 459:132299. [PMID: 37597386 DOI: 10.1016/j.jhazmat.2023.132299] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 07/28/2023] [Accepted: 08/12/2023] [Indexed: 08/21/2023]
Abstract
Hydrocarbon pollution poses substantial environmental risks to water and soil. Bioremediation, which utilizes microorganisms to manage pollutants, offers a cost-effective solution. However, the role of viruses, particularly bacteriophages (phages), in bioremediation remains unexplored. This study examines the diversity and activity of hydrocarbon-degradation genes encoded by environmental viruses, focusing on phages, within public databases. We identified 57 high-quality phage-encoded auxiliary metabolic genes (AMGs) related to hydrocarbon degradation, which we refer to as virus-encoded hydrocarbon degradation genes (vHYDEGs). These genes are encoded by taxonomically diverse aquatic phages and highlight the under-characterized global virosphere. Six protein families involved in the initial alkane hydroxylation steps were identified. Phylogenetic analyses revealed the diverse evolutionary trajectories of vHYDEGs across habitats, revealing previously unknown biodegraders linked evolutionarily with vHYDEGs. Our findings suggest phage AMGs may contribute to alkane and aromatic hydrocarbon degradation, participating in the initial, rate-limiting hydroxylation steps, thereby aiding hydrocarbon pollution bioremediation and promoting their propagation. To support future research, we developed vHyDeg, a database containing identified vHYDEGs with comprehensive annotations, facilitating the screening of hydrocarbon degradation AMGs and encouraging their bioremediation applications.
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Affiliation(s)
- Jinlong Ru
- Institute of Virology, Helmholtz Centre Munich - German Research Centre for Environmental Health, Neuherberg 85764, Germany; Chair of Prevention for Microbial Infectious Disease, Central Institute of Disease Prevention and School of Life Sciences, Technical University of Munich, Freising 85354, Germany
| | - Jinling Xue
- Institute of Virology, Helmholtz Centre Munich - German Research Centre for Environmental Health, Neuherberg 85764, Germany; Chair of Prevention for Microbial Infectious Disease, Central Institute of Disease Prevention and School of Life Sciences, Technical University of Munich, Freising 85354, Germany
| | - Jianfeng Sun
- Botnar Research Centre, University of Oxford, Oxford OX3 7LD, UK
| | - Linda Cova
- Institute of Virology, Helmholtz Centre Munich - German Research Centre for Environmental Health, Neuherberg 85764, Germany
| | - Li Deng
- Institute of Virology, Helmholtz Centre Munich - German Research Centre for Environmental Health, Neuherberg 85764, Germany; Chair of Prevention for Microbial Infectious Disease, Central Institute of Disease Prevention and School of Life Sciences, Technical University of Munich, Freising 85354, Germany.
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134
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Mallawaarachchi V, Roach MJ, Decewicz P, Papudeshi B, Giles SK, Grigson SR, Bouras G, Hesse RD, Inglis LK, Hutton ALK, Dinsdale EA, Edwards RA. Phables: from fragmented assemblies to high-quality bacteriophage genomes. Bioinformatics 2023; 39:btad586. [PMID: 37738590 PMCID: PMC10563150 DOI: 10.1093/bioinformatics/btad586] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 07/14/2023] [Accepted: 09/19/2023] [Indexed: 09/24/2023] Open
Abstract
MOTIVATION Microbial communities have a profound impact on both human health and various environments. Viruses infecting bacteria, known as bacteriophages or phages, play a key role in modulating bacterial communities within environments. High-quality phage genome sequences are essential for advancing our understanding of phage biology, enabling comparative genomics studies and developing phage-based diagnostic tools. Most available viral identification tools consider individual sequences to determine whether they are of viral origin. As a result of challenges in viral assembly, fragmentation of genomes can occur, and existing tools may recover incomplete genome fragments. Therefore, the identification and characterization of novel phage genomes remain a challenge, leading to the need of improved approaches for phage genome recovery. RESULTS We introduce Phables, a new computational method to resolve phage genomes from fragmented viral metagenome assemblies. Phables identifies phage-like components in the assembly graph, models each component as a flow network, and uses graph algorithms and flow decomposition techniques to identify genomic paths. Experimental results of viral metagenomic samples obtained from different environments show that Phables recovers on average over 49% more high-quality phage genomes compared to existing viral identification tools. Furthermore, Phables can resolve variant phage genomes with over 99% average nucleotide identity, a distinction that existing tools are unable to make. AVAILABILITY AND IMPLEMENTATION Phables is available on GitHub at https://github.com/Vini2/phables.
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Affiliation(s)
- Vijini Mallawaarachchi
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Adelaide, South Australia 5042, Australia
| | - Michael J Roach
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Adelaide, South Australia 5042, Australia
| | - Przemyslaw Decewicz
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Adelaide, South Australia 5042, Australia
- Department of Environmental Microbiology and Biotechnology, Institute of Microbiology, Faculty of Biology, University of Warsaw, Warsaw 02-096, Poland
| | - Bhavya Papudeshi
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Adelaide, South Australia 5042, Australia
| | - Sarah K Giles
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Adelaide, South Australia 5042, Australia
| | - Susanna R Grigson
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Adelaide, South Australia 5042, Australia
| | - George Bouras
- Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, South Australia 5005, Australia
- The Department of Surgery—Otolaryngology Head and Neck Surgery, Central Adelaide Local Health Network, Adelaide, South Australia 5000, Australia
| | - Ryan D Hesse
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Adelaide, South Australia 5042, Australia
| | - Laura K Inglis
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Adelaide, South Australia 5042, Australia
| | - Abbey L K Hutton
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Adelaide, South Australia 5042, Australia
| | - Elizabeth A Dinsdale
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Adelaide, South Australia 5042, Australia
| | - Robert A Edwards
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Adelaide, South Australia 5042, Australia
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135
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Nada MAL, Ancla JB, Yadao NMR, de Paz VP, Manalaysay JG, Samante FLD, Bigol UG. Isolation and genome sequencing of five lytic bacteriophages from hospital wastewater in the Philippines. Microbiol Resour Announc 2023; 12:e0031123. [PMID: 37526448 PMCID: PMC10508110 DOI: 10.1128/mra.00311-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 06/17/2023] [Indexed: 08/02/2023] Open
Abstract
Here, we report the genome sequences of five bacteriophages isolated from hospital wastewater, including two new species and two candidates for therapeutic application. No virulence, temperate marker and antibiotic resistance genes were found in the genomes of Escherichia phage vB_VIPECOOM03 and Klebsiella phage vB_VIPKPNUMC01, making them suitable candidate for therapy.
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Affiliation(s)
- Michael Angelou L. Nada
- Department of Science and Technology, Industrial Technology Development Institute, Taguig City, Philippines
| | - Joseph B. Ancla
- Department of Science and Technology, Industrial Technology Development Institute, Taguig City, Philippines
| | - Nikka Mae R. Yadao
- Department of Science and Technology, Industrial Technology Development Institute, Taguig City, Philippines
| | - Virgilio P. de Paz
- Department of Science and Technology, Industrial Technology Development Institute, Taguig City, Philippines
| | - Jessica G. Manalaysay
- Department of Science and Technology, Industrial Technology Development Institute, Taguig City, Philippines
| | - Fred Lawrence D. Samante
- Department of Science and Technology, Industrial Technology Development Institute, Taguig City, Philippines
| | - Ursela G. Bigol
- Department of Science and Technology, Industrial Technology Development Institute, Taguig City, Philippines
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136
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Margulieux KR, Bird JT, Kevorkian RT, Ellison DW, Nikolich MP, Mzhavia N, Filippov AA. Complete genome sequence of the broad host range Acinetobacter baumannii phage EAb13. Microbiol Resour Announc 2023; 12:e0034123. [PMID: 37607055 PMCID: PMC10508131 DOI: 10.1128/mra.00341-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 07/17/2023] [Indexed: 08/24/2023] Open
Abstract
We describe the genome of a lytic phage EAb13 isolated from sewage, with broad activity against multidrug-resistant Acinetobacter baumannii. EAb13 is an unclassified siphovirus. Its genome consists of 82,411 bp, with 40.15% GC content, 126 protein-coding sequences, 1 tRNA, and 2,177 bp-long direct terminal repeats.
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Affiliation(s)
- Katie R. Margulieux
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Jordan T. Bird
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Richard T. Kevorkian
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Damon W. Ellison
- Bacterial Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Mikeljon P. Nikolich
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Nino Mzhavia
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Andrey A. Filippov
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
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137
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Mallawaarachchi V, Roach MJ, Decewicz P, Papudeshi B, Giles SK, Grigson SR, Bouras G, Hesse RD, Inglis LK, Hutton ALK, Dinsdale EA, Edwards RA. Phables: from fragmented assemblies to high-quality bacteriophage genomes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.04.535632. [PMID: 37066369 PMCID: PMC10104058 DOI: 10.1101/2023.04.04.535632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
Microbial communities influence both human health and different environments. Viruses infecting bacteria, known as bacteriophages or phages, play a key role in modulating bacterial communities within environments. High-quality phage genome sequences are essential for advancing our understanding of phage biology, enabling comparative genomics studies, and developing phage-based diagnostic tools. Most available viral identification tools consider individual sequences to determine whether they are of viral origin. As a result of the challenges in viral assembly, fragmentation of genomes can occur, leading to the need for new approaches in viral identification. Therefore, the identification and characterisation of novel phages remain a challenge. We introduce Phables, a new computational method to resolve phage genomes from fragmented viral metagenome assemblies. Phables identifies phage-like components in the assembly graph, models each component as a flow network, and uses graph algorithms and flow decomposition techniques to identify genomic paths. Experimental results of viral metagenomic samples obtained from different environments show that Phables recovers on average over 49% more high-quality phage genomes compared to existing viral identification tools. Furthermore, Phables can resolve variant phage genomes with over 99% average nucleotide identity, a distinction that existing tools are unable to make. Phables is available on GitHub at https://github.com/Vini2/phables.
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Affiliation(s)
- Vijini Mallawaarachchi
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Bedford Park, Adelaide, SA, 5042, Australia
| | - Michael J Roach
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Bedford Park, Adelaide, SA, 5042, Australia
| | - Przemyslaw Decewicz
- Department of Environmental Microbiology and Biotechnology, Institute of Microbiology, Faculty of Biology, University of Warsaw, Warsaw 02-096, Poland
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Bedford Park, Adelaide, SA, 5042, Australia
| | - Bhavya Papudeshi
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Bedford Park, Adelaide, SA, 5042, Australia
| | - Sarah K Giles
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Bedford Park, Adelaide, SA, 5042, Australia
| | - Susanna R Grigson
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Bedford Park, Adelaide, SA, 5042, Australia
| | - George Bouras
- Adelaide Medical School, The University of Adelaide, North Tce, Adelaide, SA, 5000, Australia
| | - Ryan D Hesse
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Bedford Park, Adelaide, SA, 5042, Australia
| | - Laura K Inglis
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Bedford Park, Adelaide, SA, 5042, Australia
| | - Abbey L K Hutton
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Bedford Park, Adelaide, SA, 5042, Australia
| | - Elizabeth A Dinsdale
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Bedford Park, Adelaide, SA, 5042, Australia
| | - Robert A Edwards
- Flinders Accelerator for Microbiome Exploration, College of Science and Engineering, Flinders University, Bedford Park, Adelaide, SA, 5042, Australia
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138
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Nale JY, Chan B, Nnadi NE, Cheng JKJ, Matts S, Nezam-Abadi N, Turkington CJR, Charreton LM, Bola H, Nazir R, Hoza AS, Wamala SP, Ibanda I, Maina AN, Apopo AA, Msoffe VT, Moremi N, Moore GW, Asiimwe I, Namatovu A, Mutumba P, Kamya D, Nabunje R, Nakabugo I, Kazwala RR, Kangethe E, Negash AA, Watelo AK, Bukamba N, Muhindo G, Lubowa NM, Jillani N, Nyachieo A, Nasinyama G, Nakavuma J, Millard A, Nagel TE, Clokie MRJ. Novel Escherichia coli-Infecting Bacteriophages Isolated from Uganda That Target Human Clinical Isolates. PHAGE (NEW ROCHELLE, N.Y.) 2023; 4:141-149. [PMID: 37841386 PMCID: PMC10574529 DOI: 10.1089/phage.2023.0012] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2023]
Abstract
Background The antimicrobial resistance catastrophe is a growing global health threat and predicted to be worse in developing countries. Phages for Global Health (PGH) is training scientists in these regions to isolate relevant therapeutic phages for pathogenic bacteria within their locality, and thus contributing to making phage technology universally available. Materials and Methods During the inaugural PGH workshop in East Africa, samples from Ugandan municipal sewage facilities were collected and two novel Escherichia coli lytic phages were isolated and characterized. Results The phages, UP19 (capsid diameter ∼100 nm, contractile tail ∼120/20 nm) and UP30 (capsid diameter ∼70 nm, noncontractile tail of ∼170/20 nm), lysed ∼82% and ∼36% of the 11 clinical isolates examined, respectively. The genomes of UP19 (171.402 kb, 282 CDS) and UP30 (49.834 kb, 75 CDS) closely match the genera Dhakavirus and Tunavirus, respectively. Conclusion The phages isolated have therapeutic potential for further development against E. coli infections.
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Affiliation(s)
- Janet Yakubu Nale
- Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
- Centre for Epidemiology and Planetary Health, School of Veterinary Medicine, Scotland's Rural College, Inverness, Scotland, United Kingdom
| | - Benjamin Chan
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, Connecticut, USA
| | - Nnaemeka Emmanuel Nnadi
- Department of Microbiology, Faculty of Natural and Applied Sciences, Plateau State University, Bokkos, Nigeria
| | - Jeffrey Kwok Jone Cheng
- Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
- School of Life Sciences, The University of Warwick, Coventry, United Kingdom
| | - Susan Matts
- Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
| | - Neda Nezam-Abadi
- Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
- APC Microbiome Ireland and School of Microbiology, University College Cork, Cork, Ireland
| | - Christopher Jason Richard Turkington
- Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
- APC Microbiome Ireland and School of Microbiology, University College Cork, Cork, Ireland
| | - Lucie Manon Charreton
- Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
- Sciences et Humanités, École Supérieur de Biologie, Biochimie, Lyon, France
| | - Harroop Bola
- Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
- Imperial College School of Medicine, London, United Kingdom
| | - Ramez Nazir
- Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
- Yale-Waterbury Internal Medicine, Waterbury, Connecticut, USA
| | - Abubakar Shaaban Hoza
- Department of Veterinary Microbiology, Parasitology & Biotechnology, College of Veterinary Medicine & Biomedical Sciences, Sokoine University of Agriculture, Morogoro, Tanzania
| | - Samuel Posian Wamala
- Department of Biotechnical and Diagnostic Science, College of Veterinary Medicine, Makerere University, Kampala, Uganda
| | - Ivan Ibanda
- Department of Pharmacology and Therapeutics, School of Medicine and Surgery, King Ceasor University, Kampala, Uganda
| | - Alice Nyambura Maina
- Department of Biology, University of Nairobi, Nairobi, Kenya
- Department of Food Science and Technology, Technical University of Kenya, Nairobi, Kenya
| | | | - Venance Theophil Msoffe
- Department of Biological Sciences, Mkwawa University College of Education, The Constituent College of University of Dar es Salaam, Iringa, Tanzania
| | - Nyambura Moremi
- Department of Research, National Public Health Laboratory, Dar es Salaam, Tanzania
| | - Grace Wanjiru Moore
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Ismail Asiimwe
- Department of Biomolecular Resources and Biolab Sciences, School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Alice Namatovu
- Department of Biomolecular Resources and Biolab Sciences, School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Paul Mutumba
- Department of Biomolecular Resources and Biolab Sciences, School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Deus Kamya
- Department of Biomolecular Resources and Biolab Sciences, School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Ritah Nabunje
- Department of Biomolecular Resources and Biolab Sciences, School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Immaculate Nakabugo
- Department of Biomolecular Resources and Biolab Sciences, School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Rudovick Ruben Kazwala
- Department of Veterinary Medicine & Public Health, College of Veterinary Medicine & Biomedical Sciences, Sokoine University of Agriculture, Morogoro, Tanzania
| | - Erastus Kangethe
- Department of Public Health, Pharmacology and Toxicology, University of Nairobi, Nairobi, Kenya
| | - Abel Abera Negash
- Armauer Hansen Research Institute, Addis Ababa, Ethiopia
- Department of Microbiology, Immunology and Parasitology, School of Medicine, Addis Ababa University, Addis Ababa, Ethiopia
| | | | - Nelson Bukamba
- Mountain Gorilla Veterinary Project Inc, Department of Wildlife and Aquatic Resources Management, College of Veterinary Medicine, Makerere University Kampala, Uganda
| | | | - Nathan Musisi Lubowa
- Department of Biotechnical and Diagnostic Science, College of Veterinary Medicine, Makerere University, Kampala, Uganda
| | - Ngalla Jillani
- Phage Biology Laboratory, Institute of Primate Research, Karen Nairobi, Kenya
| | - Atunga Nyachieo
- Phage Biology Laboratory, Institute of Primate Research, Karen Nairobi, Kenya
| | - George Nasinyama
- Department of Public Health Kampala International University, Kampala, Uganda
- School of Sciences, Health Sciences, Technology, and Engineering, Unicaf University, Kampala, Uganda
| | - Jesca Nakavuma
- Department of Biomolecular Resources and Biolab Sciences, School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Andrew Millard
- Department of Genetics and Genome Biology, University of Leicester, Leicester, United Kingdom
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139
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van Dijk B, Buffard P, Farr AD, Giersdorf F, Meijer J, Dutilh BE, Rainey PB. Identifying and tracking mobile elements in evolving compost communities yields insights into the nanobiome. ISME COMMUNICATIONS 2023; 3:90. [PMID: 37640834 PMCID: PMC10462680 DOI: 10.1038/s43705-023-00294-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 08/02/2023] [Accepted: 08/08/2023] [Indexed: 08/31/2023]
Abstract
Microbial evolution is driven by rapid changes in gene content mediated by horizontal gene transfer (HGT). While mobile genetic elements (MGEs) are important drivers of gene flux, the nanobiome-the zoo of Darwinian replicators that depend on microbial hosts-remains poorly characterised. New approaches are necessary to increase our understanding beyond MGEs shaping individual populations, towards their impacts on complex microbial communities. A bioinformatic pipeline (xenoseq) was developed to cross-compare metagenomic samples from microbial consortia evolving in parallel, aimed at identifying MGE dissemination, which was applied to compost communities which underwent periodic mixing of MGEs. We show that xenoseq can distinguish movement of MGEs from demographic changes in community composition that otherwise confounds identification, and furthermore demonstrate the discovery of various unexpected entities. Of particular interest was a nanobacterium of the candidate phylum radiation (CPR) which is closely related to a species identified in groundwater ecosystems (Candidatus Saccharibacterium), and appears to have a parasitic lifestyle. We also highlight another prolific mobile element, a 313 kb plasmid hosted by a Cellvibrio lineage. The host was predicted to be capable of nitrogen fixation, and acquisition of the plasmid coincides with increased ammonia production. Taken together, our data show that new experimental strategies combined with bioinformatic analyses of metagenomic data stand to provide insight into the nanobiome as a driver of microbial community evolution.
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Affiliation(s)
- Bram van Dijk
- Department of Microbial Population Biology, Max Planck Institute for Evolutionary Biology, Plön, Germany.
- Theoretical Biology and Bioinformatics, Department of Biology, Science for Life, Utrecht University, Utrecht, the Netherlands.
| | - Pauline Buffard
- Department of Microbial Population Biology, Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Andrew D Farr
- Department of Microbial Population Biology, Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Franz Giersdorf
- Department of Microbial Population Biology, Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Jeroen Meijer
- Theoretical Biology and Bioinformatics, Department of Biology, Science for Life, Utrecht University, Utrecht, the Netherlands
| | - Bas E Dutilh
- Theoretical Biology and Bioinformatics, Department of Biology, Science for Life, Utrecht University, Utrecht, the Netherlands
- Institute of Biodiversity, Faculty of Biological Sciences, Cluster of Excellence Balance of the Microverse, Friedrich Schiller University, Jena, Germany
| | - Paul B Rainey
- Department of Microbial Population Biology, Max Planck Institute for Evolutionary Biology, Plön, Germany.
- Laboratory of Biophysics and Evolution, CBI, ESPCI Paris, Université PSL CNRS, Paris, France.
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140
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Hepp B, Lorieux F, Degaugue A, Oberto J. VAPEX: an interactive web server for the deep exploration of natural virus and phage genomes. Bioinformatics 2023; 39:btad528. [PMID: 37624923 PMCID: PMC10471898 DOI: 10.1093/bioinformatics/btad528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 08/08/2023] [Accepted: 08/23/2023] [Indexed: 08/27/2023] Open
Abstract
MOTIVATION Studying the genetic makeup of viruses and phages through genome analysis is crucial for comprehending their function in causing diseases, progressing medicine, tracing their evolutionary history, monitoring the environment, and creating innovative biotechnologies. However, accessing the necessary data can be challenging due to a lack of dedicated comparative genomic tools and viral and phage databases, which are often outdated. Moreover, many wet bench experimentalists may not have the computational proficiency required to manipulate large amounts of genomic data. RESULTS We have developed VAPEX (Virus And Phage EXplorer), a web server which is supported by a database and features a user-friendly web interface. This tool enables users to easily perform various genomic analysis queries on all natural viruses and phages that have been fully sequenced and are listed in the NCBI compendium. VAPEX therefore excels in producing visual depictions of fully resolved synteny maps, which is one of its key strengths. VAPEX has the ability to exhibit a vast array of orthologous gene classes simultaneously through the use of symbolic representation. Additionally, VAPEX can fully analyze user-submitted viral and phage genomes, including those that have not yet been annotated. AVAILABILITY AND IMPLEMENTATION VAPEX can be accessed from all current web browsers such as Chrome, Firefox, Edge, Safari, and Opera. VAPEX is freely accessible at https://archaea.i2bc.paris-saclay.fr/vapex/.
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Affiliation(s)
- Benjamin Hepp
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris‐Saclay, 91198 Gif‐sur‐Yvette cedex, France
| | - Florence Lorieux
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris‐Saclay, 91198 Gif‐sur‐Yvette cedex, France
| | - Augustin Degaugue
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris‐Saclay, 91198 Gif‐sur‐Yvette cedex, France
| | - Jacques Oberto
- Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, Université Paris‐Saclay, 91198 Gif‐sur‐Yvette cedex, France
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141
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Matrishin CB, Haase EM, Dewhirst FE, Mark Welch JL, Miranda-Sanchez F, Chen T, MacFarland DC, Kauffman KM. Phages are unrecognized players in the ecology of the oral pathogen Porphyromonas gingivalis. MICROBIOME 2023; 11:161. [PMID: 37491415 PMCID: PMC10367356 DOI: 10.1186/s40168-023-01607-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 06/22/2023] [Indexed: 07/27/2023]
Abstract
BACKGROUND Porphyromonas gingivalis (hereafter "Pg") is an oral pathogen that has been hypothesized to act as a keystone driver of inflammation and periodontal disease. Although Pg is most readily recovered from individuals with actively progressing periodontal disease, healthy individuals and those with stable non-progressing disease are also colonized by Pg. Insights into the factors shaping the striking strain-level variation in Pg, and its variable associations with disease, are needed to achieve a more mechanistic understanding of periodontal disease and its progression. One of the key forces often shaping strain-level diversity in microbial communities is infection of bacteria by their viral (phage) predators and symbionts. Surprisingly, although Pg has been the subject of study for over 40 years, essentially nothing is known of its phages, and the prevailing paradigm is that phages are not important in the ecology of Pg. RESULTS Here we systematically addressed the question of whether Pg are infected by phages-and we found that they are. We found that prophages are common in Pg, they are genomically diverse, and they encode genes that have the potential to alter Pg physiology and interactions. We found that phages represent unrecognized targets of the prevalent CRISPR-Cas defense systems in Pg, and that Pg strains encode numerous additional mechanistically diverse candidate anti-phage defense systems. We also found that phages and candidate anti-phage defense system elements together are major contributors to strain-level diversity and the species pangenome of this oral pathogen. Finally, we demonstrate that prophages harbored by a model Pg strain are active in culture, producing extracellular viral particles in broth cultures. CONCLUSION This work definitively establishes that phages are a major unrecognized force shaping the ecology and intra-species strain-level diversity of the well-studied oral pathogen Pg. The foundational phage sequence datasets and model systems that we establish here add to the rich context of all that is already known about Pg, and point to numerous avenues of future inquiry that promise to shed new light on fundamental features of phage impacts on human health and disease broadly. Video Abstract.
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Affiliation(s)
- Cole B Matrishin
- Department of Oral Biology, School of Dental Medicine, The University at Buffalo, Buffalo, NY, USA
| | - Elaine M Haase
- Department of Oral Biology, School of Dental Medicine, The University at Buffalo, Buffalo, NY, USA
| | - Floyd E Dewhirst
- Department of Microbiology, The Forsyth Institute, Cambridge, MA, USA
- Department of Oral Medicine, Infection and Immunity, Harvard School of Dental Medicine, Boston, MA, USA
| | | | | | - Tsute Chen
- Department of Microbiology, The Forsyth Institute, Cambridge, MA, USA
- Department of Oral Medicine, Infection and Immunity, Harvard School of Dental Medicine, Boston, MA, USA
| | - Donald C MacFarland
- Department of Pathology and Anatomical Sciences, Jacobs School of Medicine, The University at Buffalo, Buffalo, NY, USA
| | - Kathryn M Kauffman
- Department of Oral Biology, School of Dental Medicine, The University at Buffalo, Buffalo, NY, USA.
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142
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Gonzales MEM, Ureta JC, Shrestha AMS. Protein embeddings improve phage-host interaction prediction. PLoS One 2023; 18:e0289030. [PMID: 37486915 PMCID: PMC10365317 DOI: 10.1371/journal.pone.0289030] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 07/07/2023] [Indexed: 07/26/2023] Open
Abstract
With the growing interest in using phages to combat antimicrobial resistance, computational methods for predicting phage-host interactions have been explored to help shortlist candidate phages. Most existing models consider entire proteomes and rely on manual feature engineering, which poses difficulty in selecting the most informative sequence properties to serve as input to the model. In this paper, we framed phage-host interaction prediction as a multiclass classification problem that takes as input the embeddings of a phage's receptor-binding proteins, which are known to be the key machinery for host recognition, and predicts the host genus. We explored different protein language models to automatically encode these protein sequences into dense embeddings without the need for additional alignment or structural information. We show that the use of embeddings of receptor-binding proteins presents improvements over handcrafted genomic and protein sequence features. The highest performance was obtained using the transformer-based protein language model ProtT5, resulting in a 3% to 4% increase in weighted F1 and recall scores across different prediction confidence thresholds, compared to using selected handcrafted sequence features.
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Affiliation(s)
- Mark Edward M Gonzales
- Bioinformatics Laboratory, Advanced Research Institute for Informatics, Computing and Networking, De La Salle University, Manila, Philippines
- Department of Software Technology, College of Computer Studies, De La Salle University, Manila, Philippines
| | - Jennifer C Ureta
- Bioinformatics Laboratory, Advanced Research Institute for Informatics, Computing and Networking, De La Salle University, Manila, Philippines
- Department of Software Technology, College of Computer Studies, De La Salle University, Manila, Philippines
| | - Anish M S Shrestha
- Bioinformatics Laboratory, Advanced Research Institute for Informatics, Computing and Networking, De La Salle University, Manila, Philippines
- Systems and Computational Biology Research Unit, Center for Natural Sciences and Environmental Research, De La Salle University, Manila, Philippines
- Department of Software Technology, College of Computer Studies, De La Salle University, Manila, Philippines
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143
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Gehlert FO, Weidenbach K, Barüske B, Hallack D, Repnik U, Schmitz RA. Newly Established Genetic System for Functional Analysis of MetSV. Int J Mol Sci 2023; 24:11163. [PMID: 37446343 DOI: 10.3390/ijms241311163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 06/30/2023] [Accepted: 07/04/2023] [Indexed: 07/15/2023] Open
Abstract
The linear chromosome of the Methanosarcina spherical virus with 10,567 bp exhibits 22 ORFs with mostly unknown functions. Annotation using common tools and databases predicted functions for a few genes like the type B DNA polymerase (MetSVORF07) or the small (MetSVORF15) and major (MetSVORF16) capsid proteins. For verification of assigned functions of additional ORFs, biochemical or genetic approaches were found to be essential. Consequently, we established a genetic system for MetSV by cloning its genome into the E. coli plasmid pCR-XL-2. Comparisons of candidate plasmids with the MetSV reference based on Nanopore sequencing revealed several mutations of yet unknown provenance with an impact on protein-coding sequences. Linear MetSV inserts were generated by BamHI restriction, purified and transformed in Methanosarcina mazei by an optimized liposome-mediated transformation protocol. Analysis of resulting MetSV virions by TEM imaging and infection experiments demonstrated no significant differences between plasmid-born viruses and native MetSV particles regarding their morphology or lytic behavior. The functionality of the genetic system was tested by the generation of a ΔMetSVORF09 mutant that was still infectious. Our genetic system of MetSV, the first functional system for a virus of methanoarchaea, now allows us to obtain deeper insights into MetSV protein functions and virus-host interactions.
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Affiliation(s)
- Finn O Gehlert
- Institute for General Microbiology, Christian Albrechts University, 24118 Kiel, Germany
| | - Katrin Weidenbach
- Institute for General Microbiology, Christian Albrechts University, 24118 Kiel, Germany
| | - Brian Barüske
- Institute for General Microbiology, Christian Albrechts University, 24118 Kiel, Germany
| | - Daniela Hallack
- Institute for General Microbiology, Christian Albrechts University, 24118 Kiel, Germany
| | - Urska Repnik
- Central Microscopy, Christian Albrechts University, 24118 Kiel, Germany
| | - Ruth A Schmitz
- Institute for General Microbiology, Christian Albrechts University, 24118 Kiel, Germany
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Zhang M, Hao Y, Yi Y, Liu S, Sun Q, Tan X, Tang S, Xiao X, Jian H. Unexplored diversity and ecological functions of transposable phages. THE ISME JOURNAL 2023; 17:1015-1028. [PMID: 37069234 PMCID: PMC10284936 DOI: 10.1038/s41396-023-01414-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 04/02/2023] [Accepted: 04/05/2023] [Indexed: 04/19/2023]
Abstract
Phages are prevalent in diverse environments and play major ecological roles attributed to their tremendous diversity and abundance. Among these viruses, transposable phages (TBPs) are exceptional in terms of their unique lifestyle, especially their replicative transposition. Although several TBPs have been isolated and the life cycle of the representative phage Mu has been extensively studied, the diversity distribution and ecological functions of TBPs on the global scale remain unknown. Here, by mining TBPs from enormous microbial genomes and viromes, we established a TBP genome dataset (TBPGD), that expands the number of accessible TBP genomes 384-fold. TBPs are prevalent in diverse biomes and show great genetic diversity. Based on taxonomic evaluations, we propose the categorization of TBPs into four viral groups, including 11 candidate subfamilies. TBPs infect multiple bacterial phyla, and seem to infect a wider range of hosts than non-TBPs. Diverse auxiliary metabolic genes (AMGs) are identified in the TBP genomes, and genes related to glycoside hydrolases and pyrimidine deoxyribonucleotide biosynthesis are highly enriched. Finally, the influences of TBPs on their hosts are experimentally examined by using the marine bacterium Shewanella psychrophila WP2 and its infecting transposable phage SP2. Collectively, our findings greatly expand the genetic diversity of TBPs, and comprehensively reveal their potential influences in various ecosystems.
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Affiliation(s)
- Mujie Zhang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Development Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Yali Hao
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Development Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Yi Yi
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Development Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Shunzhang Liu
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Development Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Qingyang Sun
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Development Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Xiaoli Tan
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Development Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Shan Tang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Development Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Xiang Xiao
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Development Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
- Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai, China
- Yazhou Bay Institute of Deepsea Sci-Tech, Shanghai Jiao Tong University, Sanya, China
| | - Huahua Jian
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Development Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
- Yazhou Bay Institute of Deepsea Sci-Tech, Shanghai Jiao Tong University, Sanya, China.
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145
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Suladze T, Jaiani E, Darsavelidze M, Elizbarashvili M, Gorge O, Kusradze I, Kokashvili T, Lashkhi N, Tsertsvadze G, Janelidze N, Chubinidze S, Grdzelidze M, Tsanava S, Valade E, Tediashvili M. New Bacteriophages with Podoviridal Morphotypes Active against Yersinia pestis: Characterization and Application Potential. Viruses 2023; 15:1484. [PMID: 37515171 PMCID: PMC10385128 DOI: 10.3390/v15071484] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/22/2023] [Accepted: 06/26/2023] [Indexed: 07/30/2023] Open
Abstract
Phages of highly pathogenic bacteria represent an area of growing interest for bacterial detection and identification and subspecies typing, as well as for phage therapy and environmental decontamination. Eight new phages-YpEc56, YpEc56D, YpEc57, YpEe58, YpEc1, YpEc2, YpEc11, and YpYeO9-expressing lytic activity towards Yersinia pestis revealed a virion morphology consistent with the Podoviridae morphotype. These phages lyse all 68 strains from 2 different sets of Y. pestis isolates, thus limiting their potential application for subtyping of Y. pestis strains but making them rather promising in terms of infection control. Two phages-YpYeO9 and YpEc11-were selected for detailed studies based on their source of isolation and lytic cross activity towards other Enterobacteriaceae. The full genome sequencing demonstrated the virulent nature of new phages. Phage YpYeO9 was identified as a member of the Teseptimavirus genus and YpEc11 was identified as a member of the Helsettvirus genus, thereby representing new species. A bacterial challenge assay in liquid microcosm with a YpYeO9/YpEc11 phage mixture showed elimination of Y. pestis EV76 during 4 h at a P/B ratio of 1000:1. These results, in combination with high lysis stability results of phages in liquid culture, the low frequency of formation of phage resistant mutants, and their viability under different physical-chemical factors indicate their potential for their practical use as an antibacterial mean.
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Affiliation(s)
- Tamar Suladze
- George Eliava Institute of Bacteriophages, Microbiology and Virology (Eliava IBMV), 3, Gotua Str., 0160 Tbilisi, Georgia
| | - Ekaterine Jaiani
- George Eliava Institute of Bacteriophages, Microbiology and Virology (Eliava IBMV), 3, Gotua Str., 0160 Tbilisi, Georgia
| | - Marina Darsavelidze
- George Eliava Institute of Bacteriophages, Microbiology and Virology (Eliava IBMV), 3, Gotua Str., 0160 Tbilisi, Georgia
| | - Maia Elizbarashvili
- George Eliava Institute of Bacteriophages, Microbiology and Virology (Eliava IBMV), 3, Gotua Str., 0160 Tbilisi, Georgia
| | - Olivier Gorge
- French Armed Forces Biomedical Research Institute (IRBA), 1, Place du Général Valérie André-BP 73, 91223 Bretigny-sur-Orge, France
| | - Ia Kusradze
- George Eliava Institute of Bacteriophages, Microbiology and Virology (Eliava IBMV), 3, Gotua Str., 0160 Tbilisi, Georgia
| | - Tamar Kokashvili
- George Eliava Institute of Bacteriophages, Microbiology and Virology (Eliava IBMV), 3, Gotua Str., 0160 Tbilisi, Georgia
- School of Science and Technology, University of Georgia, 77a, Kostava Str., 0171 Tbilisi, Georgia
| | - Nino Lashkhi
- George Eliava Institute of Bacteriophages, Microbiology and Virology (Eliava IBMV), 3, Gotua Str., 0160 Tbilisi, Georgia
| | - George Tsertsvadze
- George Eliava Institute of Bacteriophages, Microbiology and Virology (Eliava IBMV), 3, Gotua Str., 0160 Tbilisi, Georgia
| | - Nino Janelidze
- George Eliava Institute of Bacteriophages, Microbiology and Virology (Eliava IBMV), 3, Gotua Str., 0160 Tbilisi, Georgia
- School of Science and Technology, University of Georgia, 77a, Kostava Str., 0171 Tbilisi, Georgia
| | - Svetlana Chubinidze
- National Center for Disease Control and Pubic Health (NCDC), 99, Kakheti Highway, 0109 Tbilisi, Georgia
| | - Marina Grdzelidze
- National Center for Disease Control and Pubic Health (NCDC), 99, Kakheti Highway, 0109 Tbilisi, Georgia
| | - Shota Tsanava
- National Center for Disease Control and Pubic Health (NCDC), 99, Kakheti Highway, 0109 Tbilisi, Georgia
| | - Eric Valade
- French Armed Forces Biomedical Research Institute (IRBA), 1, Place du Général Valérie André-BP 73, 91223 Bretigny-sur-Orge, France
| | - Marina Tediashvili
- George Eliava Institute of Bacteriophages, Microbiology and Virology (Eliava IBMV), 3, Gotua Str., 0160 Tbilisi, Georgia
- School of Science and Technology, University of Georgia, 77a, Kostava Str., 0171 Tbilisi, Georgia
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146
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Mohammed M, Casjens SR, Millard AD, Harrison C, Gannon L, Chattaway MA. Genomic analysis of Anderson typing phages of Salmonella Typhimrium: towards understanding the basis of bacteria-phage interaction. Sci Rep 2023; 13:10484. [PMID: 37380724 PMCID: PMC10307801 DOI: 10.1038/s41598-023-37307-6] [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: 03/02/2023] [Accepted: 06/20/2023] [Indexed: 06/30/2023] Open
Abstract
The Anderson phage typing scheme has been successfully used worldwide for epidemiological surveillance of Salmonella enterica serovar Typhimurium. Although the scheme is being replaced by whole genome sequence subtyping methods, it can provide a valuable model system for study of phage-host interaction. The phage typing scheme distinguishes more than 300 definitive types of Salmonella Typhimurium based on their patterns of lysis to a unique collection of 30 specific Salmonella phages. In this study, we sequenced the genomes of 28 Anderson typing phages of Salmonella Typhimurium to begin to characterize the genetic determinants that are responsible for the differences in these phage type profiles. Genomic analysis of typing phages reveals that Anderson phages can be classified into three different groups, the P22-like, ES18-like and SETP3-like clusters. Most Anderson phages are short tailed P22-like viruses (genus Lederbergvirus); but phages STMP8 and STMP18 are very closely related to the lambdoid long tailed phage ES18, and phages STMP12 and STMP13 are related to the long noncontractile tailed, virulent phage SETP3. Most of these typing phages have complex genome relationships, but interestingly, two phage pairs STMP5 and STMP16 as well as STMP12 and STMP13 differ by a single nucleotide. The former affects a P22-like protein involved in DNA passage through the periplasm during its injection, and the latter affects a gene whose function is unknown. Using the Anderson phage typing scheme would provide insights into phage biology and the development of phage therapy for the treatment of antibiotic resistant bacterial infections.
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Affiliation(s)
- Manal Mohammed
- Genomics and Infectious Diseases Research Group, School of Life Sciences, University of Westminster, 115 New Cavendish Street, London, W1W 6UW, UK.
| | - Sherwood R Casjens
- Division of Microbiology and Immunology, Department of Pathology, University of Utah School of Medicine, University of Utah, Salt Lake City, UT, 84112, USA
- School of Biological Sciences, University of Utah, Salt Lake City, UT, 84112, USA
| | - Andrew D Millard
- Department of Genetics and Genome Biology, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Christian Harrison
- Department of Genetics and Genome Biology, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Lucy Gannon
- Department of Genetics and Genome Biology, University of Leicester, University Road, Leicester, LE1 7RH, UK
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Grenfell AW, Intile PJ, McFarlane JA, Leung DC, Abdalla K, Wold MC, Kees ED, Gralnick JA. The Outer Membrane Cytochrome OmcA Is Essential for Infection of Shewanella oneidensis by a Zebrafish-Associated Bacteriophage. J Bacteriol 2023; 205:e0046922. [PMID: 37227287 PMCID: PMC10294696 DOI: 10.1128/jb.00469-22] [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: 12/07/2022] [Accepted: 04/25/2023] [Indexed: 05/26/2023] Open
Abstract
The microbiota-the mixture of microorganisms in the intestinal tract of animals-plays an important role in host biology. Bacteriophages are a prominent, though often overlooked, component of the microbiota. The mechanisms that phage use to infect susceptible cells associated with animal hosts, and the broader role they could play in determining the substituents of the microbiota, are poorly understood. In this study, we isolated a zebrafish-associated bacteriophage, which we named Shewanella phage FishSpeaker. This phage infects Shewanella oneidensis strain MR-1, which cannot colonize zebrafish, but it is unable to infect Shewanella xiamenensis strain FH-1, a strain isolated from the zebrafish gut. Our data suggest that FishSpeaker uses the outer membrane decaheme cytochrome OmcA, which is an accessory component of the extracellular electron transfer (EET) pathway in S. oneidensis, as well as the flagellum to recognize and infect susceptible cells. In a zebrafish colony that lacks detectable FishSpeaker, we found that most Shewanella spp. are sensitive to infection and that some strains are resistant to infection. Our results suggest that phage could act as a selectivity filter for zebrafish-associated Shewanella and show that the EET machinery can be targeted by phage in the environment. IMPORTANCE Phage exert selective pressure on bacteria that influences and shapes the composition of microbial populations. However, there is a lack of native, experimentally tractable systems for studying how phage influence microbial population dynamics in complex communities. Here, we show that a zebrafish-associated phage requires both the outer membrane-associated extracellular electron transfer protein OmcA and the flagellum to infect Shewanella oneidensis strain MR-1. Our results suggest that the newly discovered phage-FishSpeaker-could exert selective pressure that restricts which Shewanella spp. colonize zebrafish. Moreover, the requirement of OmcA for infection by FishSpeaker suggests that the phage preferentially infects cells that are oxygen limited, a condition required for OmcA expression and an ecological feature of the zebrafish gut.
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Affiliation(s)
- Andrew W. Grenfell
- BioTechnology Institute, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
- Department of Plant and Microbial Biology, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
| | - Peter J. Intile
- BioTechnology Institute, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
- Department of Plant and Microbial Biology, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
| | - John A. McFarlane
- BioTechnology Institute, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
- Department of Plant and Microbial Biology, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
| | - Dani C. Leung
- BioTechnology Institute, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
- Department of Plant and Microbial Biology, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
| | - Khalid Abdalla
- BioTechnology Institute, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
- Department of Plant and Microbial Biology, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
| | - Michael C. Wold
- BioTechnology Institute, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
- Department of Plant and Microbial Biology, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
| | - Eric D. Kees
- BioTechnology Institute, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
- Department of Plant and Microbial Biology, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
| | - Jeffrey A. Gralnick
- BioTechnology Institute, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
- Department of Plant and Microbial Biology, University of Minnesota—Twin Cities, St. Paul, Minnesota, USA
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148
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Bird JT, Margulieux KR, Burke KA, Mzhavia N, Kevorkian RT, Ellison DW, Nikolich MP, Filippov AA. Genome Sequence of Staphylococcus aureus Phage ESa2. Microbiol Resour Announc 2023:e0019223. [PMID: 37338419 DOI: 10.1128/mra.00192-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 06/03/2023] [Indexed: 06/21/2023] Open
Abstract
We describe the genome of a lytic phage, ESa2, isolated from environmental water and specific for Staphylococcus aureus. ESa2 belongs to the family Herelleviridae and genus Kayvirus. Its genome consists of 141,828 bp, with 30.25% GC content, 253 predicted protein-coding sequences, 3 tRNAs, and 10,130-bp-long terminal repeats.
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Affiliation(s)
- Jordan T Bird
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Katie R Margulieux
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Kevin A Burke
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Nino Mzhavia
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Richard T Kevorkian
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Damon W Ellison
- Bacterial Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Mikeljon P Nikolich
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Andrey A Filippov
- Wound Infections Department, Bacterial Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
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Yang Y, Dufault-Thompson K, Yan W, Cai T, Xie L, Jiang X. Deciphering Phage-Host Specificity Based on the Association of Phage Depolymerases and Bacterial Surface Glycan with Deep Learning. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.16.545366. [PMID: 37503040 PMCID: PMC10370184 DOI: 10.1101/2023.06.16.545366] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
Phage tailspike proteins are depolymerases that target diverse bacterial surface glycans with high specificity, determining the host-specificity of numerous phages. To address the challenge of identifying tailspike proteins due to their sequence diversity, we developed SpikeHunter, an approach based on the ESM-2 protein language model. Using SpikeHunter, we successfully identified 231,965 tailspike proteins from a dataset comprising 8,434,494 prophages found within 165,365 genomes of five common pathogens. Among these proteins, 143,035 tailspike proteins displayed strong associations with serotypes. Moreover, we observed highly similar tailspike proteins in species that share closely related serotypes. We found extensive domain swapping in all five species, with the C-terminal domain being significantly associated with host serotype highlighting its role in host range determination. Our study presents a comprehensive cross-species analysis of tailspike protein to serotype associations, providing insights applicable to phage therapy and biotechnology.
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Affiliation(s)
- Yiyan Yang
- National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA
| | | | - Wei Yan
- National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA
| | - Tian Cai
- Ph.D. Program in Computer Science, The Graduate Center, The City University of New York, New York, NY 10016, USA
| | - Lei Xie
- Ph.D. Program in Computer Science, The Graduate Center, The City University of New York, New York, NY 10016, USA
- Department of Computer Science, Hunter College, The City University of New York, New York, NY 10065, USA *
| | - Xiaofang Jiang
- National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA
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150
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Nicolas M, Trotereau A, Culot A, Moodley A, Atterbury R, Wagemans J, Lavigne R, Velge P, Schouler C. Isolation and Characterization of a Novel Phage Collection against Avian-Pathogenic Escherichia coli. Microbiol Spectr 2023; 11:e0429622. [PMID: 37140373 PMCID: PMC10269720 DOI: 10.1128/spectrum.04296-22] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 04/12/2023] [Indexed: 05/05/2023] Open
Abstract
The increase in antibiotic-resistant avian-pathogenic Escherichia coli (APEC), the causative agent of colibacillosis in poultry, warrants urgent research and the development of alternative therapies. This study describes the isolation and characterization of 19 genetically diverse, lytic coliphages, 8 of which were tested in combination for their efficacy in controlling in ovo APEC infections. Genome homology analysis revealed that the phages belong to nine different genera, one of them being a novel genus (Nouzillyvirus). One phage, REC, was derived from a recombination event between two Phapecoctavirus phages (ESCO5 and ESCO37) isolated in this study. Twenty-six of the 30 APEC strains tested were lysed by at least one phage. Phages exhibited varying infectious capacities, with narrow to broad host ranges. The broad host range of some phages could be partially explained by the presence of receptor-binding protein carrying a polysaccharidase domain. To demonstrate their therapeutic potential, a phage cocktail consisting of eight phages belonging to eight different genera was tested against BEN4358, an APEC O2 strain. In vitro, this phage cocktail fully inhibited the growth of BEN4358. In a chicken lethality embryo assay, the phage cocktail enabled 90% of phage-treated embryos to survive infection with BEN4358, compared with 0% of nontreated embryos, indicating that these novel phages are good candidates to successfully treat colibacillosis in poultry. IMPORTANCE Colibacillosis, the most common bacterial disease affecting poultry, is mainly treated by antibiotics. Due to the increased prevalence of multidrug-resistant avian-pathogenic Escherichia coli, there is an urgent need to assess the efficacy of alternatives to antibiotherapy, such as phage therapy. Here, we have isolated and characterized 19 coliphages that belong to nine phage genera. We showed that a combination of 8 of these phages was efficacious in vitro to control the growth of a clinical isolate of E. coli. Used in ovo, this phage combination allowed embryos to survive APEC infection. Thus, this phage combination represents a promising treatment for avian colibacillosis.
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Affiliation(s)
| | | | | | - Arshnee Moodley
- Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark
| | - Robert Atterbury
- School of Veterinary Medicine and Science, University of Nottingham, Leicestershire, United Kingdom
| | - Jeroen Wagemans
- Department of Biosystems, Laboratory of Gene Technology, KU Leuven, Leuven, Belgium
| | - Rob Lavigne
- Department of Biosystems, Laboratory of Gene Technology, KU Leuven, Leuven, Belgium
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