1
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Hör J. Advancing RNA phage biology through meta-omics. Nucleic Acids Res 2025; 53:gkaf314. [PMID: 40263712 PMCID: PMC12014289 DOI: 10.1093/nar/gkaf314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2025] [Revised: 04/03/2025] [Accepted: 04/10/2025] [Indexed: 04/24/2025] Open
Abstract
Bacteriophages with RNA genomes are among the simplest biological entities on Earth. Since their discovery in the 1960s, they have been used as important models to understand the principal processes of life, including translation and the genetic code. While RNA phages were generally thought of as rare oddities in nature, meta-omics methods are rapidly changing this simplistic view by studying diverse biomes with unprecedented resolution. Metatranscriptomics dramatically expanded the number of known RNA phages from tens to tens of thousands, revealed their widespread abundance, and discovered several new families of potential RNA phages with largely unknown hosts, biology, and environmental impact. At the same time, (meta)genomic analyses of bacterial hosts are discovering an arsenal of defense systems bacteria employ to protect themselves from predation, whose functions in immunity against RNA phages we are only beginning to understand. Here, I review how meta-omics approaches are advancing the field of RNA phage biology with a focus on the discovery of new RNA phages and how bacteria might fight them.
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Affiliation(s)
- Jens Hör
- Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz Centre for Infection Research (HZI), Würzburg 97080, Germany
- Faculty of Medicine, University of Würzburg, Würzburg 97080, Germany
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2
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Pye HV, Krishnamurthi R, Cook R, Adriaenssens EM. Phage diversity in One Health. Essays Biochem 2024; 68:607-619. [PMID: 39475220 PMCID: PMC12055037 DOI: 10.1042/ebc20240012] [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: 07/05/2024] [Revised: 10/08/2024] [Accepted: 10/09/2024] [Indexed: 12/18/2024]
Abstract
One Health aims to bring together human, animal, and environmental research to achieve optimal health for all. Bacteriophages (phages) are viruses that kill bacteria and their utilisation as biocontrol agents in the environment and as therapeutics for animal and human medicine will aid in the achievement of One Health objectives. Here, we assess the diversity of phages used in One Health in the last 5 years and place them in the context of global phage diversity. Our review shows that 98% of phages applied in One Health belong to the class Caudoviricetes, compared to 85% of sequenced phages belonging to this class. Only three RNA phages from the realm Riboviria have been used in environmental biocontrol and human therapy to date. This emphasises the lack in diversity of phages used commercially and for phage therapy, which may be due to biases in the methods used to both isolate phages and select them for applications. The future of phages as biocontrol agents and therapeutics will depend on the ability to isolate genetically novel dsDNA phages, as well as in improving efforts to isolate ssDNA and RNA phages, as their potential is currently undervalued. Phages have the potential to reduce the burden of antimicrobial resistance, however, we are underutilising the vast diversity of phages present in nature. More research into phage genomics and alternative culture methods is required to fully understand the complex relationships between phages, their hosts, and other organisms in the environment to achieve optimal health for all.
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Affiliation(s)
- Hannah V Pye
- Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
- Centre for Microbial Interactions, Norwich Research Park, Norwich, NR4 7UG, UK
| | - Revathy Krishnamurthi
- Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
- Centre for Microbial Interactions, Norwich Research Park, Norwich, NR4 7UG, UK
| | - Ryan Cook
- Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
- Centre for Microbial Interactions, Norwich Research Park, Norwich, NR4 7UG, UK
| | - Evelien M Adriaenssens
- Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
- Centre for Microbial Interactions, Norwich Research Park, Norwich, NR4 7UG, UK
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3
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Santos JPN, Rodrigues GVP, Ferreira LYM, Monteiro GP, Fonseca PLC, Lopes ÍS, Florêncio BS, da Silva Junior AB, Ambrósio PE, Pirovani CP, Aguiar ERGR. The Virome of Cocoa Fermentation-Associated Microorganisms. Viruses 2024; 16:1226. [PMID: 39205200 PMCID: PMC11359646 DOI: 10.3390/v16081226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Revised: 07/27/2024] [Accepted: 07/30/2024] [Indexed: 09/04/2024] Open
Abstract
Theobroma cacao plantations are of significant economic importance worldwide, primarily for chocolate production. During the harvest and processing of cocoa beans, they are subjected to fermentation either by microorganisms present in the environment (spontaneous fermentation) or the addition of starter cultures, with different strains directly contributing distinct flavor and color characteristics to the beans. In addition to fungi and bacteria, viruses are ubiquitous and can affect the quality of the fermentation process by infecting fermenting organisms, destabilizing microbial diversity, and consequently affecting fermentation quality. Therefore, in this study, we explored publicly available metatranscriptomic libraries of cocoa bean fermentation in Limon Province, Costa Rica, looking for viruses associated with fermenting microorganisms. Libraries were derived from the same sample at different time points: 7, 20, and 68 h of fermentation, corresponding to yeast- and lactic acid bacteria-driven phases. Using a comprehensive pipeline, we identified 68 viral sequences that could be assigned to 62 new viral species and 6 known viruses distributed among at least nine families, with particular abundance of elements from the Lenarviricota phylum. Interestingly, 44 of these sequences were specifically associated with ssRNA phages (Fiersviridae) and mostly fungi-infecting viral families (Botourmiaviridae, Narnaviridae, and Mitoviridae). Of note, viruses from those families show a complex evolutionary relationship, transitioning from infecting bacteria to infecting fungi. We also identified 10 and 3 viruses classified within the Totiviridae and Nodaviridae families, respectively. The quantification of the virus-derived RNAs shows a general pattern of decline, similar to the dynamic profile of some microorganism genera during the fermentation process. Unexpectedly, we identified narnavirus-related elements that showed similarity to segmented viral species. By exploring the molecular characteristics of these viral sequences and applying Hidden Markov Models, we were capable of associating these additional segments with a specific taxon. In summary, our study elucidates the complex virome associated with the microbial consortia engaged in cocoa bean fermentation that could contribute to organism/strain selection, altering metabolite production and, consequently, affecting the sensory characteristics of cocoa beans.
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Affiliation(s)
- João Pedro Nunes Santos
- Department of Health Sciences, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, BA, Brazil;
| | - Gabriel Victor Pina Rodrigues
- Department of Biological Science, Center of Biotechnology and Genetics, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, BA, Brazil; (G.V.P.R.); (L.Y.M.F.); (C.P.P.)
| | - Lucas Yago Melo Ferreira
- Department of Biological Science, Center of Biotechnology and Genetics, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, BA, Brazil; (G.V.P.R.); (L.Y.M.F.); (C.P.P.)
| | - Gabriel Pereira Monteiro
- Department of Biological Science, Center of Biotechnology and Genetics, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, BA, Brazil; (G.V.P.R.); (L.Y.M.F.); (C.P.P.)
| | - Paula Luize Camargo Fonseca
- Department of Biological Science, Center of Biotechnology and Genetics, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, BA, Brazil; (G.V.P.R.); (L.Y.M.F.); (C.P.P.)
- Department of Biochemistry and Immunology, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil
| | - Ícaro Santos Lopes
- Department of Genetics, Institute of Biological Sciences, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil
| | - Brenno Santos Florêncio
- Department of Engineering and Computing, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, BA, Brazil; (B.S.F.); (A.B.d.S.J.); (P.E.A.)
| | - Aijalon Brito da Silva Junior
- Department of Engineering and Computing, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, BA, Brazil; (B.S.F.); (A.B.d.S.J.); (P.E.A.)
| | - Paulo Eduardo Ambrósio
- Department of Engineering and Computing, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, BA, Brazil; (B.S.F.); (A.B.d.S.J.); (P.E.A.)
| | - Carlos Priminho Pirovani
- Department of Biological Science, Center of Biotechnology and Genetics, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, BA, Brazil; (G.V.P.R.); (L.Y.M.F.); (C.P.P.)
| | - Eric Roberto Guimarães Rocha Aguiar
- Department of Engineering and Computing, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, BA, Brazil; (B.S.F.); (A.B.d.S.J.); (P.E.A.)
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Vukovic D, Gostimirovic S, Cvetanovic J, Gavric D, Aleksic Sabo V, Todorovic D, Medic D, Knezevic P. Antibacterial Potential of Non-Tailed Icosahedral Phages Alone and in Combination with Antibiotics. Curr Microbiol 2024; 81:215. [PMID: 38849666 DOI: 10.1007/s00284-024-03705-w] [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: 01/29/2024] [Accepted: 04/13/2024] [Indexed: 06/09/2024]
Abstract
Non-tailed icosahedral phages belonging to families Fiersviridae (phages MS2 and Qbeta), Tectiviridae (PRD1) and Microviridae (phiX174) have not been considered in detail so far as potential antibacterial agents. The aim of the study was to examine various aspects of the applicability of these phages as antibacterial agents. Antibacterial potential of four phages was investigated via bacterial growth and biofilm formation inhibition, lytic spectra determination, and phage safety examination. The phage phiX174 was combined with different classes of antibiotics to evaluate potential synergistic interactions. In addition, the incidence of phiX174-insensitive mutants was analyzed. The results showed that only phiX174 out of four phages tested against their corresponding hosts inhibited bacterial growth for > 90% at different multiplicity of infection and that only this phage considerably prevented biofilm formation. Although all phages show the absence of potentially undesirable genes, they also have extremely narrow lytic spectra. The synergism was determined between phage phiX174 and ceftazidime, ceftriaxone, ciprofloxacin, macrolides, and chloramphenicol. It was shown that the simultaneous application of agents is more effective than successive treatment, where one agent is applied first. The analysis of the appearance of phiX174 bacteriophage-insensitive mutants showed that mutations occur with a frequency of 10-3. The examined non-tailed phages have a limited potential for use as antibacterial agents, primarily due to a very narrow lytic spectrum and the high frequency of resistant mutants appearance, but Microviridae can be considered in the future as biocontrol agents against susceptible strains of E. coli in combinations with conventional antimicrobial agents.
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Affiliation(s)
- Darija Vukovic
- Department of Biology and Ecology, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia
| | - Sonja Gostimirovic
- Department of Biology and Ecology, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia
| | - Jelena Cvetanovic
- Department of Biology and Ecology, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia
| | - Damir Gavric
- Department of Biology and Ecology, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia
| | - Verica Aleksic Sabo
- Department of Biology and Ecology, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia
| | | | - Deana Medic
- Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia
| | - Petar Knezevic
- Department of Biology and Ecology, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia.
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5
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Urayama SI, Fukudome A, Hirai M, Okumura T, Nishimura Y, Takaki Y, Kurosawa N, Koonin EV, Krupovic M, Nunoura T. Double-stranded RNA sequencing reveals distinct riboviruses associated with thermoacidophilic bacteria from hot springs in Japan. Nat Microbiol 2024; 9:514-523. [PMID: 38233646 PMCID: PMC10847044 DOI: 10.1038/s41564-023-01579-5] [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: 07/03/2023] [Accepted: 12/08/2023] [Indexed: 01/19/2024]
Abstract
Metatranscriptome sequencing expanded the known diversity of the bacterial RNA virome, suggesting that additional riboviruses infecting bacterial hosts remain to be discovered. Here we employed double-stranded RNA sequencing to recover complete genome sequences of two ribovirus groups from acidic hot springs in Japan. One group, denoted hot spring riboviruses (HsRV), consists of viruses with distinct RNA-directed RNA polymerases (RdRPs) that seem to be intermediates between typical ribovirus RdRPs and viral reverse transcriptases. This group forms a distinct phylum, Artimaviricota, or even kingdom within the realm Riboviria. We identified viruses encoding HsRV-like RdRPs in marine water, river sediments and salt marshes, indicating that this group is widespread beyond extreme ecosystems. The second group, denoted hot spring partiti-like viruses (HsPV), forms a distinct branch within the family Partitiviridae. The genome architectures of HsRV and HsPV and their identification in bacteria-dominated habitats suggest that these viruses infect thermoacidophilic bacteria.
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Affiliation(s)
- Syun-Ichi Urayama
- Department of Life and Environmental Sciences, Laboratory of Fungal Interaction and Molecular Biology (donated by IFO), University of Tsukuba, Tsukuba, Japan.
- Microbiology Research Center for Sustainability (MiCS), University of Tsukuba, Tsukuba, Japan.
| | - Akihito Fukudome
- Howard Hughes Medical Institute, Department of Biology and Department of Molecular and Cellular Biochemistry, Indiana University, Bloomington, IN, USA
| | - Miho Hirai
- Super-cutting-edge Grand and Advanced Research (SUGAR) Program, Japan Agency for Marine Science and Technology (JAMSTEC), Yokosuka, Japan
| | - Tomoyo Okumura
- Marine Core Research Institute, Kochi University, Nankoku, Kochi, Japan
| | - Yosuke Nishimura
- Research Center for Bioscience and Nanoscience (CeBN), JAMSTEC, Yokosuka, Japan
| | - Yoshihiro Takaki
- Super-cutting-edge Grand and Advanced Research (SUGAR) Program, Japan Agency for Marine Science and Technology (JAMSTEC), Yokosuka, Japan
| | - Norio Kurosawa
- Faculty of Science and Engineering, Soka University, Hachioji, Japan
| | - Eugene V Koonin
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA
| | - Mart Krupovic
- Institut Pasteur, Université Paris Cité, Archaeal Virology Unit, Paris, France
| | - Takuro Nunoura
- Research Center for Bioscience and Nanoscience (CeBN), JAMSTEC, Yokosuka, Japan
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6
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Nweze JE, Schweichhart JS, Angel R. Viral communities in millipede guts: Insights into the diversity and potential role in modulating the microbiome. Environ Microbiol 2024; 26:e16586. [PMID: 38356108 DOI: 10.1111/1462-2920.16586] [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: 09/08/2023] [Accepted: 01/22/2024] [Indexed: 02/16/2024]
Abstract
Millipedes are important detritivores harbouring a diverse microbiome. Previous research focused on bacterial and archaeal diversity, while the virome remained neglected. We elucidated the DNA and RNA viral diversity in the hindguts of two model millipede species with distinct microbiomes: the tropical Epibolus pulchripes (methanogenic, dominated by Bacillota) and the temperate Glomeris connexa (non-methanogenic, dominated by Pseudomonadota). Based on metagenomic and metatranscriptomic assembled viral genomes, the viral communities differed markedly and preferentially infected the most abundant prokaryotic taxa. The majority of DNA viruses were Caudoviricetes (dsDNA), Cirlivirales (ssDNA) and Microviridae (ssDNA), while RNA viruses consisted of Leviviricetes (ssRNA), Potyviridae (ssRNA) and Eukaryotic viruses. A high abundance of subtypes I-C, I-B and II-C CRISPR-Cas systems was found, primarily from Pseudomonadota, Bacteroidota and Bacillota. In addition, auxiliary metabolic genes that modulate chitin degradation, vitamins and amino acid biosynthesis and sulphur metabolism were also detected. Lastly, we found low virus-to-microbe-ratios and a prevalence of lysogenic viruses, supporting a Piggyback-the-Winner dynamic in both hosts.
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Affiliation(s)
- Julius Eyiuche Nweze
- Institute of Soil Biology and Biogeochemistry, Biology Centre CAS, České Budějovice, Czechia
- Department of Ecosystem Biology, Faculty of Science, University of South Bohemia in České Budějovice, České Budějovice, Czechia
| | - Johannes Sergej Schweichhart
- Institute of Soil Biology and Biogeochemistry, Biology Centre CAS, České Budějovice, Czechia
- Department of Ecosystem Biology, Faculty of Science, University of South Bohemia in České Budějovice, České Budějovice, Czechia
| | - Roey Angel
- Institute of Soil Biology and Biogeochemistry, Biology Centre CAS, České Budějovice, Czechia
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7
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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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8
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Ely B, Lenski J, Mohammadi T. Structural and Genomic Diversity of Bacteriophages. Methods Mol Biol 2024; 2738:3-16. [PMID: 37966589 DOI: 10.1007/978-1-0716-3549-0_1] [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: 11/16/2023]
Abstract
Bacteriophage diversity is a relatively unknown frontier that is rapidly being explored, leading to a wealth of new information. New bacteriophages are being discovered at an astounding rate via both phage isolation studies and metagenomic analyses. In addition, a nucleotide sequence-based viral taxonomic system has been developed to better handle this wealth of new information. As a result of these developments, phage scientists are transitioning from knowing that there must be huge numbers of diverse kinds of phage particles in natural environments to identifying the actual abundance and phage diversity that is present in specific environments. This review documents the beginning of this transition, offering a glimpse into the magnitude of change unfolding in the field. It stands as a testament to the expanding frontiers of phage research, illuminating the remarkable progress made in unraveling the intricate world of bacteriophage diversity and advancing our understanding of these enigmatic viral entities.
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Affiliation(s)
- Bert Ely
- Department of Biological Sciences, University of South Carolina, Columbia, SC, USA.
| | - Jacob Lenski
- Department of Biological Sciences, University of South Carolina, Columbia, SC, USA
| | - Tannaz Mohammadi
- Department of Biological Sciences, University of South Carolina, Columbia, SC, USA
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9
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Mohanty P, Panda P, Acharya RK, Pande B, Bhaskar LVKS, Verma HK. Emerging perspectives on RNA virus-mediated infections: from pathogenesis to therapeutic interventions. World J Virol 2023; 12:242-255. [PMID: 38187500 PMCID: PMC10768389 DOI: 10.5501/wjv.v12.i5.242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 11/07/2023] [Accepted: 11/29/2023] [Indexed: 12/25/2023] Open
Abstract
RNA viruses continue to pose significant threats to global public health, necessitating a profound understanding of their pathogenic mechanisms and the development of effective therapeutic interventions. This manuscript provides a comprehensive overview of emerging perspectives on RNA virus-mediated infections, spanning from the intricate intricacies of viral pathogenesis to the forefront of innovative therapeutic strategies. A critical exploration of antiviral drugs sets the stage, highlighting the diverse classes of compounds that target various stages of the viral life cycle, underscoring the ongoing efforts to combat viral infections. Central to this discussion is the exploration of RNA-based therapeutics, with a spotlight on messenger RNA (mRNA)-based approaches that have revolutionized the landscape of antiviral interventions. Furthermore, the manuscript delves into the intricate world of delivery systems, exploring inno-vative technologies designed to enhance the efficiency and safety of mRNA vaccines. By analyzing the challenges and advancements in delivery mechanisms, this review offers a roadmap for future research and development in this critical area. Beyond conventional infectious diseases, the document explores the expanding applications of mRNA vaccines, including their promising roles in cancer immunotherapy and personalized medicine approaches. This manuscript serves as a valuable resource for researchers, clinicians, and policymakers alike, offering a nuanced perspective on RNA virus pathogenesis and the cutting-edge therapeutic interventions. By synthesizing the latest advancements and challenges, this review contributes significantly to the ongoing discourse in the field, driving the development of novel strategies to combat RNA virus-mediated infections effectively.
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Affiliation(s)
- Pratik Mohanty
- Department of Bioscience and Bioengineering, Indian Institute of Technology, Guwahati 781039, Assam, India
| | - Poojarani Panda
- Life Science, National Institute of Technology, Rourkela 769008, Odisha, India
| | - Rakesh Kumar Acharya
- Department of Zoology, Guru Ghasidas Vishwavidyalaya, Bilaspur, Bilaspur 495009, Chhattisgarh, India
| | - Babita Pande
- Department of Physiology, All India Institute of Medical Science, Raipur 492001, chhattisgarh, India
| | - LVKS Bhaskar
- Department of Zoology, Guru Ghasidas Vishwavidyalaya, Bilaspur, Bilaspur 495009, Chhattisgarh, India
| | - Henu Kumar Verma
- Lung Health and Immunity, Helmholtz Zentrum Munich, Munich 85764, Bayren, Germany
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10
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Nguyen HM, Watanabe S, Sharmin S, Kawaguchi T, Tan XE, Wannigama DL, Cui L. RNA and Single-Stranded DNA Phages: Unveiling the Promise from the Underexplored World of Viruses. Int J Mol Sci 2023; 24:17029. [PMID: 38069353 PMCID: PMC10707117 DOI: 10.3390/ijms242317029] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 11/26/2023] [Accepted: 11/28/2023] [Indexed: 12/18/2023] Open
Abstract
RNA and single-stranded DNA (ssDNA) phages make up an understudied subset of bacteriophages that have been rapidly expanding in the last decade thanks to advancements in metaviromics. Since their discovery, applications of genetic engineering to ssDNA and RNA phages have revealed their immense potential for diverse applications in healthcare and biotechnology. In this review, we explore the past and present applications of this underexplored group of phages, particularly their current usage as therapeutic agents against multidrug-resistant bacteria. We also discuss engineering techniques such as recombinant expression, CRISPR/Cas-based genome editing, and synthetic rebooting of phage-like particles for their role in tailoring phages for disease treatment, imaging, biomaterial development, and delivery systems. Recent breakthroughs in RNA phage engineering techniques are especially highlighted. We conclude with a perspective on challenges and future prospects, emphasizing the untapped diversity of ssDNA and RNA phages and their potential to revolutionize biotechnology and medicine.
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Affiliation(s)
- Huong Minh Nguyen
- Division of Bacteriology, Department of Infection and Immunity, Jichi Medical University, Shimotsuke 329-0498, Tochigi, Japan; (H.M.N.); (S.W.); (S.S.); (T.K.); (X.-E.T.)
| | - Shinya Watanabe
- Division of Bacteriology, Department of Infection and Immunity, Jichi Medical University, Shimotsuke 329-0498, Tochigi, Japan; (H.M.N.); (S.W.); (S.S.); (T.K.); (X.-E.T.)
| | - Sultana Sharmin
- Division of Bacteriology, Department of Infection and Immunity, Jichi Medical University, Shimotsuke 329-0498, Tochigi, Japan; (H.M.N.); (S.W.); (S.S.); (T.K.); (X.-E.T.)
| | - Tomofumi Kawaguchi
- Division of Bacteriology, Department of Infection and Immunity, Jichi Medical University, Shimotsuke 329-0498, Tochigi, Japan; (H.M.N.); (S.W.); (S.S.); (T.K.); (X.-E.T.)
| | - Xin-Ee Tan
- Division of Bacteriology, Department of Infection and Immunity, Jichi Medical University, Shimotsuke 329-0498, Tochigi, Japan; (H.M.N.); (S.W.); (S.S.); (T.K.); (X.-E.T.)
| | - Dhammika Leshan Wannigama
- Department of Infectious Diseases and Infection Control, Yamagata Prefectural Central Hospital, Yamagata 990-2292, Yamagata, Japan;
| | - Longzhu Cui
- Division of Bacteriology, Department of Infection and Immunity, Jichi Medical University, Shimotsuke 329-0498, Tochigi, Japan; (H.M.N.); (S.W.); (S.S.); (T.K.); (X.-E.T.)
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11
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Coclet C, Sorensen PO, Karaoz U, Wang S, Brodie EL, Eloe-Fadrosh EA, Roux S. Virus diversity and activity is driven by snowmelt and host dynamics in a high-altitude watershed soil ecosystem. MICROBIOME 2023; 11:237. [PMID: 37891627 PMCID: PMC10604447 DOI: 10.1186/s40168-023-01666-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 09/07/2023] [Indexed: 10/29/2023]
Abstract
BACKGROUND Viruses impact nearly all organisms on Earth, including microbial communities and their associated biogeochemical processes. In soils, highly diverse viral communities have been identified, with a global distribution seemingly driven by multiple biotic and abiotic factors, especially soil temperature and moisture. However, our current understanding of the stability of soil viral communities across time and their response to strong seasonal changes in environmental parameters remains limited. Here, we investigated the diversity and activity of environmental soil DNA and RNA viruses, focusing especially on bacteriophages, across dynamics' seasonal changes in a snow-dominated mountainous watershed by examining paired metagenomes and metatranscriptomes. RESULTS We identified a large number of DNA and RNA viruses taxonomically divergent from existing environmental viruses, including a significant proportion of fungal RNA viruses, and a large and unsuspected diversity of positive single-stranded RNA phages (Leviviricetes), highlighting the under-characterization of the global soil virosphere. Among these, we were able to distinguish subsets of active DNA and RNA phages that changed across seasons, consistent with a "seed-bank" viral community structure in which new phage activity, for example, replication and host lysis, is sequentially triggered by changes in environmental conditions. At the population level, we further identified virus-host dynamics matching two existing ecological models: "Kill-The-Winner" which proposes that lytic phages are actively infecting abundant bacteria, and "Piggyback-The-Persistent" which argues that when the host is growing slowly, it is more beneficial to remain in a dormant state. The former was associated with summer months of high and rapid microbial activity, and the latter with winter months of limited and slow host growth. CONCLUSION Taken together, these results suggest that the high diversity of viruses in soils is likely associated with a broad range of host interaction types each adapted to specific host ecological strategies and environmental conditions. As our understanding of how environmental and host factors drive viral activity in soil ecosystems progresses, integrating these viral impacts in complex natural microbiome models will be key to accurately predict ecosystem biogeochemistry. Video Abstract.
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Affiliation(s)
- Clement Coclet
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
| | - Patrick O Sorensen
- Earth and Environmental Sciences Area, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Ulas Karaoz
- Earth and Environmental Sciences Area, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Shi Wang
- Earth and Environmental Sciences Area, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Eoin L Brodie
- Earth and Environmental Sciences Area, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
- Department of Environmental Science, Policy and Management, University of California, Berkeley, Berkeley, CA, USA
| | - Emiley A Eloe-Fadrosh
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Simon Roux
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
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12
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Guo G, Wang M, Zhou D, He X, Han P, Chen G, Zeng J, Liu Z, Wu Y, Weng S, He J. Virome Analysis Provides an Insight into the Viral Community of Chinese Mitten Crab Eriocheir sinensis. Microbiol Spectr 2023; 11:e0143923. [PMID: 37358426 PMCID: PMC10433957 DOI: 10.1128/spectrum.01439-23] [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: 04/10/2023] [Accepted: 06/14/2023] [Indexed: 06/27/2023] Open
Abstract
Recent advances in viromics have led to the discovery of a great diversity of RNA viruses and the identification of a large number of viral pathogens. A systematic exploration of viruses in Chinese mitten crab (Eriocheir sinensis), one of the most important aquatic commercial species, is still lacking. Here, we characterized the RNA viromes of asymptomatic, milky disease (MD)-affected, and hepatopancreatic necrosis syndrome (HPNS)-affected Chinese mitten crabs collected from 3 regions in China. In total, we identified 31 RNA viruses belonging to 11 orders, 22 of which were first reported here. By comparing viral composition between samples, we observed high variation in viral communities across regions, with most of the viral species being region-specific. We proposed to establish several novel viral families or genera based on the phylogenetic relationships and genome structures of viruses discovered in this study, expanding our knowledge of viral diversity in brachyuran crustaceans. IMPORTANCE High-throughput sequencing and meta-transcriptomic analysis provide us with an efficient tool to discover unknown viruses and explore the composition of viral communities in specific species. In this study, we investigated viromes in asymptomatic and diseased Chinese mitten crabs collected from three distant locations. We observed high regional variation in the composition of viral species, highlighting the importance of multi-location sampling. In addition, we classified several novel and ICTV-unclassified viruses based on their genome structures and phylogenetic relationships, providing a new perspective on current viral taxa.
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Affiliation(s)
- Guangyu Guo
- State Key Laboratory of Biocontrol, School of Marine Sciences, Sun Yat-sen University, Zhuhai, China
- China-ASEAN Belt and Road Joint Laboratory on Mariculture Technology, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai, China
| | - Muhua Wang
- State Key Laboratory of Biocontrol, School of Marine Sciences, Sun Yat-sen University, Zhuhai, China
- China-ASEAN Belt and Road Joint Laboratory on Mariculture Technology, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai, China
- Guangdong Province Key Laboratory for Aquatic Economic Animals, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Dandan Zhou
- State Key Laboratory of Biocontrol, School of Marine Sciences, Sun Yat-sen University, Zhuhai, China
- China-ASEAN Belt and Road Joint Laboratory on Mariculture Technology, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai, China
| | - Xinyi He
- Guangdong Province Key Laboratory for Aquatic Economic Animals, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Peiyun Han
- Guangdong Province Key Laboratory for Aquatic Economic Animals, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Gongrui Chen
- Guangdong Province Key Laboratory for Aquatic Economic Animals, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Jiamin Zeng
- Guangdong Province Key Laboratory for Aquatic Economic Animals, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Zhi Liu
- State Key Laboratory of Biocontrol, School of Marine Sciences, Sun Yat-sen University, Zhuhai, China
| | - Yinqing Wu
- Guangdong Province Key Laboratory for Aquatic Economic Animals, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Shaoping Weng
- China-ASEAN Belt and Road Joint Laboratory on Mariculture Technology, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai, China
- Guangdong Province Key Laboratory for Aquatic Economic Animals, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Jianguo He
- State Key Laboratory of Biocontrol, School of Marine Sciences, Sun Yat-sen University, Zhuhai, China
- China-ASEAN Belt and Road Joint Laboratory on Mariculture Technology, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai, China
- Guangdong Province Key Laboratory for Aquatic Economic Animals, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
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13
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Urayama SI, Fukudome A, Hirai M, Okumura T, Nishimura Y, Takaki Y, Kurosawa N, Koonin EV, Krupovic M, Nunoura T. Distinct groups of RNA viruses associated with thermoacidophilic bacteria. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.02.547447. [PMID: 37790367 PMCID: PMC10542131 DOI: 10.1101/2023.07.02.547447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
Recent massive metatranscriptome mining substantially expanded the diversity of the bacterial RNA virome, suggesting that additional groups of riboviruses infecting bacterial hosts remain to be discovered. We employed full length double-stranded (ds) RNA sequencing for identification of riboviruses associated with microbial consortia dominated by bacteria and archaea in acidic hot springs in Japan. Whole sequences of two groups of multisegmented riboviruses genomes were obtained. One group, which we denoted hot spring riboviruses (HsRV), consists of unusual viruses with distinct RNA-dependent RNA polymerases (RdRPs) that seem to be intermediates between typical ribovirus RdRPs and viral reverse transcriptases. We also identified viruses encoding HsRV-like RdRPs in moderate aquatic environments, including marine water, river sediments and salt marsh, indicating that this previously overlooked ribovirus group is not restricted to the extreme ecosystem. The HsRV-like viruses are candidates for a distinct phylum or even kingdom within the viral realm Riboviria. The second group, denoted hot spring partiti-like viruses (HsPV), is a distinct branch within the family Partitiviridae. All genome segments in both these groups of viruses display the organization typical of bacterial riboviruses, where multiple open reading frames encoding individual proteins are preceded by ribosome-binding sites. Together with the identification in bacteria-dominated habitats, this genome architecture indicates that riboviruses of these distinct groups infect thermoacidophilic bacterial hosts.
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Affiliation(s)
- Syun-ichi Urayama
- Department of Life and Environmental Sciences, Laboratory of Fungal Interaction and Molecular Biology, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8577, Japan
- Microbiology Research Center for Sustainability (MiCS), University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8577, Japan
| | - Akihito Fukudome
- Howard Hughes Medical Institute, Department of Biology and Department of Molecular and Cellular Biochemistry, Indiana Univeristy, Bloomington, IN, USA
| | - Miho Hirai
- Super-cutting-edge Grand and Advanced Research (SUGAR) Program, Japan Agency for Marine Science and Technology (JAMSTEC), 2–15 Natsushima-cho, Yokosuka, Kanagawa 237–0061, Japan
| | - Tomoyo Okumura
- Marine Core Research Institute, Kochi University, 200 Otsu, Monobe, Nankoku City, Kochi, 783-8502, Japan
| | - Yosuke Nishimura
- Research Center for Bioscience and Nanoscience (CeBN), JAMSTEC, 2–15 Natsushima-cho, Yokosuka, Kanagawa 237–0061, Japan
| | - Yoshihiro Takaki
- Super-cutting-edge Grand and Advanced Research (SUGAR) Program, Japan Agency for Marine Science and Technology (JAMSTEC), 2–15 Natsushima-cho, Yokosuka, Kanagawa 237–0061, Japan
| | - Norio Kurosawa
- Department of Science and Engineering for Sustainable Innovation, Faculty of Science and Engineering, Soka University, Hachioji 192-8577, Japan
| | - Eugene V. Koonin
- National Center for Biotechnology Information, National Library of Medicine, Bethesda, MD, USA
| | - Mart Krupovic
- Institut Pasteur, Université Paris Cité, CNRS UMR6047, Archaeal Virology Unit, Paris, France
| | - Takuro Nunoura
- Research Center for Bioscience and Nanoscience (CeBN), JAMSTEC, 2–15 Natsushima-cho, Yokosuka, Kanagawa 237–0061, Japan
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14
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Turner D, Shkoporov AN, Lood C, Millard AD, Dutilh BE, Alfenas-Zerbini P, van Zyl LJ, Aziz RK, Oksanen HM, Poranen MM, Kropinski AM, Barylski J, Brister JR, Chanisvili N, Edwards RA, Enault F, Gillis A, Knezevic P, Krupovic M, Kurtböke I, Kushkina A, Lavigne R, Lehman S, Lobocka M, Moraru C, Moreno Switt A, Morozova V, Nakavuma J, Reyes Muñoz A, Rūmnieks J, Sarkar BL, Sullivan MB, Uchiyama J, Wittmann J, Yigang T, Adriaenssens EM. Abolishment of morphology-based taxa and change to binomial species names: 2022 taxonomy update of the ICTV bacterial viruses subcommittee. Arch Virol 2023; 168:74. [PMID: 36683075 PMCID: PMC9868039 DOI: 10.1007/s00705-022-05694-2] [Citation(s) in RCA: 211] [Impact Index Per Article: 105.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
This article summarises the activities of the Bacterial Viruses Subcommittee of the International Committee on Taxonomy of Viruses for the period of March 2021-March 2022. We provide an overview of the new taxa proposed in 2021, approved by the Executive Committee, and ratified by vote in 2022. Significant changes to the taxonomy of bacterial viruses were introduced: the paraphyletic morphological families Podoviridae, Siphoviridae, and Myoviridae as well as the order Caudovirales were abolished, and a binomial system of nomenclature for species was established. In addition, one order, 22 families, 30 subfamilies, 321 genera, and 862 species were newly created, promoted, or moved.
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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, BS16 1QY UK
| | - Andrey N. Shkoporov
- Department of Medicine and APC Microbiome Ireland, School of Microbiology, University College Cork, Cork, Ireland
| | - Cédric Lood
- Department of Biosystems, Faculty of Bioscience Engineering, KU, Leuven, Belgium
| | - Andrew D. Millard
- Department of Genetics and Genome Biology, University of Leicester, University Road, Leicester, UK
| | - 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, Science for Life, Utrecht University, Padualaan 8, Utrecht, 3584 CH The Netherlands
| | | | - Leonardo J. van Zyl
- Institute for Microbial Biotechnology and Metagenomics (IMBM), Department of Biotechnology, University of the Western Cape, 7535 Bellville, Cape Town, South Africa
| | - Ramy K. Aziz
- Department of Microbiology and Immunology, Faculty of Pharmacy, Cairo University, 11562 Cairo, Egypt
- Egypt/ and Children’s Cancer Hospital, 57357, 11617 Cairo, Egypt
| | - Hanna M. Oksanen
- Molecular and Integrative Biosciences Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Viikinkaari 9, 00014 Helsinki, Finland
| | - Minna M. Poranen
- Molecular and Integrative Biosciences Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Viikinkaari 9, 00014 Helsinki, Finland
| | - Andrew M. Kropinski
- Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, ON N1G 2W1 Canada
| | - Jakub Barylski
- Department of Molecular Virology, Adam Mickiewicz University in Poznan, Poznan, Poland
| | - J Rodney Brister
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD 20894 USA
| | - Nina Chanisvili
- The Eliava Institute of Bacteriophage, Microbiology and Virology, Tbilisi, Georgia
| | - Rob A. Edwards
- Flinders Accelerator for Microbiome Exploration, Adelaide, Australia
| | - François Enault
- Université Clermont Auvergne, CNRS, LMGE, Clermont-Ferrand, France
| | - Annika Gillis
- Laboratory of Food and Environmental Microbiology, Université Catholique de Louvain, Croix du Sud 2, L7.05.12, 1348 Louvain-la-Neuve, Belgium
| | - Petar Knezevic
- PK Lab, Department of Biology and Ecology, Faculty of Sciences, University of Novi Sad, Trg Dositeja Obradovica 3, Novi Sad, Serbia
| | - Mart Krupovic
- Archaeal Virology Unit, Institut Pasteur, Université Paris Cité, CNRS UMR6047, Paris, 75015 France
| | - Ipek Kurtböke
- School of Science, Technology and Engineering, University of the Sunshine Coast, 4558 Maroochydore, BC, QLD Australia
| | - Alla Kushkina
- Department of Bacteriophage molecular genetics, D.K.Zabolotny Institute of microbiology and virology, NAS of Ukraine, 154 Acad. Zabolotnoho str, 03143 Kyiv, Ukraine
- Department of Bacterial molecular genetics, Faculty of biology, University of Gdansk, Wita Stwosza 59, 80-308 Gdansk, Poland
| | - Rob Lavigne
- Department of Biosystems, Faculty of Bioscience Engineering, KU, Leuven, Belgium
| | - Susan Lehman
- Center for Biologics Evaluation and Research, Food and Drug Administration, Silver Spring, MD USA
| | - Malgorzata Lobocka
- Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Warsaw, Poland
| | - Cristina Moraru
- Institute for Chemistry and Biology of the Marine Environment, University of Oldenburg, Oldenburg, Germany
| | - Andrea Moreno Switt
- Escuela de Medicina Veterinaria, Facultad de Agronomía e Ingeniería Forestal, Facultad de Ciencias Biológicas y Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Vera Morozova
- Laboratory of Molecular Microbiology, Institute of Chemical Biology and Fundamental Medicine SB RAS, Novosibirsk, Russia
| | - Jesca Nakavuma
- College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, P. O. Box 7062, Kampala, Uganda
| | - Alejandro Reyes Muñoz
- Max Planck Tandem Group in Computational Biology, Departamento de Ciencias Biológicas, Universidad de los Andes, 111711 Bogotá, Colombia
| | - Jānis Rūmnieks
- Latvian Biomedical Research and Study Center, 1067 Riga, Latvia
| | - BL Sarkar
- ICMR-National Institute of Cholera and Enteric Diseases (NICED), Kolkata, India
| | - Matthew B. Sullivan
- Departments of Microbiology and Civil, Environmental, and Geodetic Engineering, Ohio State University, Columbus, OH 43210 USA
| | - Jumpei Uchiyama
- Department of Bacteriology, Graduate School of Medicine Dentistry and Pharmaceutical Sciences, Okayama University, 1-1-1, Tsushima-naka, Kita-ku, Okayama, 7008530 Japan
| | - Johannes Wittmann
- Leibniz Institute DSMZ - German Collection of Microorganisms and Cell Cultures GmbH, Inhoffenstr. 7B, 38124 Braunschweig, Germany
| | - Tong Yigang
- College of Life Science and Technology, Beijing University of Chemical Technology, Beijing, 100029 China
| | - Evelien M. Adriaenssens
- Quadram Institute Bioscience, Rosalind Franklin Road, Norwich Research Park, Norwich, NR4 7UQ UK
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15
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Šimičić P, Židovec-Lepej S. A Glimpse on the Evolution of RNA Viruses: Implications and Lessons from SARS-CoV-2. Viruses 2022; 15:1. [PMID: 36680042 PMCID: PMC9866536 DOI: 10.3390/v15010001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 12/15/2022] [Accepted: 12/16/2022] [Indexed: 12/24/2022] Open
Abstract
RNA viruses are characterised by extremely high genetic variability due to fast replication, large population size, low fidelity, and (usually) a lack of proofreading mechanisms of RNA polymerases leading to high mutation rates. Furthermore, viral recombination and reassortment may act as a significant evolutionary force among viruses contributing to greater genetic diversity than obtainable by mutation alone. The above-mentioned properties allow for the rapid evolution of RNA viruses, which may result in difficulties in viral eradication, changes in virulence and pathogenicity, and lead to events such as cross-species transmissions, which are matters of great interest in the light of current severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemics. In this review, we aim to explore the molecular mechanisms of the variability of viral RNA genomes, emphasising the evolutionary trajectory of SARS-CoV-2 and its variants. Furthermore, the causes and consequences of coronavirus variation are explored, along with theories on the origin of human coronaviruses and features of emergent RNA viruses in general. Finally, we summarise the current knowledge on the circulating variants of concern and highlight the many unknowns regarding SARS-CoV-2 pathogenesis.
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Affiliation(s)
| | - Snježana Židovec-Lepej
- Department of Immunological and Molecular Diagnostics, University Hospital for Infectious Diseases “Dr. Fran Mihaljević”, HR-10000 Zagreb, Croatia
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16
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Postler TS, Rubino L, Adriaenssens EM, Dutilh BE, Harrach B, Junglen S, Kropinski AM, Krupovic M, Wada J, Crane A, Kuhn JH, Mushegian A, Rūmnieks J, Sabanadzovic S, Simmonds P, Varsani A, Zerbini FM, Callanan J, Draper LA, Hill C, Stockdale SR. Guidance for creating individual and batch latinized binomial virus species names. J Gen Virol 2022; 103:001800. [PMID: 36748479 PMCID: PMC10228378 DOI: 10.1099/jgv.0.001800] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 09/30/2022] [Indexed: 12/04/2022] Open
Abstract
The International Committee on Taxonomy of Viruses recently adopted, and is gradually implementing, a binomial naming format for virus species. Although full Latinization of these names remains optional, a standardized nomenclature based on Latinized binomials has the advantage of comparability with all other biological taxonomies. As a language without living native speakers, Latin is more culturally neutral than many contemporary languages, and words built from Latin roots are already widely used in the language of science across the world. Conversion of established species names to Latinized binomials or creation of Latinized binomials de novo may seem daunting, but the rules for name creation are straightforward and can be implemented in a formulaic manner. Here, we describe approaches, strategies and steps for creating Latinized binomials for virus species without prior knowledge of Latin. We also discuss a novel approach to the automated generation of large batches of novel genus and species names. Importantly, conversion to a binomial format does not affect virus names, many of which are created from local languages.
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Affiliation(s)
- Thomas S. Postler
- Department of Microbiology & Immunology, Vagelos College of Physicians & Surgeons, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Luisa Rubino
- Consiglio Nazionale delle Ricerche, Istituto per la Protezione Sostenibile delle Piante, Sede Secondaria di Bari, 70126 Bari, Italy
| | | | - 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, Department of Biology, Utrecht University, 3584 CH Utrecht, Netherlands
| | - Balázs Harrach
- Veterinary Medical Research Institute, H-1143 Budapest, Hungary
| | - Sandra Junglen
- Institute of Virology, Charité – Universitätsmedizin, corporate member of Free University Berlin, Humboldt-University Berlin, and Berlin Institute of Health, 10117 Berlin, Germany
| | - Andrew M. Kropinski
- Departments of Pathobiology, University of Guelph, Guelph, Ontario, N1G 2W1, Canada
| | - Mart Krupovic
- Institut Pasteur, Université Paris Cité, CNRS UMR6047, Archaeal Virology Unit, 75015 Paris, France
| | - Jiro Wada
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Frederick, MD 21702, USA
| | - Anya Crane
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Frederick, MD 21702, USA
| | - Jens H. Kuhn
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Frederick, MD 21702, USA
| | - Arcady Mushegian
- Division of Molecular and Cellular Biosciences, National Science Foundation, Alexandria, VA 22314, USA
| | - Jānis Rūmnieks
- Latvian Biomedical Research and Study Centre, Riga, LV-1067, Latvia
| | - Sead Sabanadzovic
- Department of Biochemistry, Molecular Biology, Entomology and Plant Pathology, Mississippi State University, Mississippi State, MS 39762, USA
| | - Peter Simmonds
- Nuffield Department of Experimental Medicine, University of Oxford, Peter Medawar Building, Oxford, OX1 3SY, UK
| | - Arvind Varsani
- The Biodesign Center for Fundamental and Applied Microbiomics, School of Life Sciences, Center for Evolution and Medicine, Arizona State University, Tempe, AZ 85287-4701, USA
- Structural Biology Research Unit, Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town, South Africa
| | - F. Murilo Zerbini
- Departamento de Fitopatologia/BIOAGRO, Universidade Federal de Viçosa, Viçosa, MG 36570-900, Brazil
| | - Julie Callanan
- APC Microbiome Ireland, University College Cork, Cork, T12 YT20, Ireland
| | - Lorraine A. Draper
- APC Microbiome Ireland, University College Cork, Cork, T12 YT20, Ireland
| | - Colin Hill
- APC Microbiome Ireland, University College Cork, Cork, T12 YT20, Ireland
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17
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Chao S, Wang H, Zhang S, Chen G, Mao C, Hu Y, Yu F, Wang S, Lv L, Chen L, Feng G. Novel RNA Viruses Discovered in Weeds in Rice Fields. Viruses 2022; 14:2489. [PMID: 36366587 PMCID: PMC9717734 DOI: 10.3390/v14112489] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 11/03/2022] [Accepted: 11/06/2022] [Indexed: 11/12/2022] Open
Abstract
Weeds often grow alongside crop plants. In addition to competing with crops for nutrients, water and space, weeds host insect vectors or act as reservoirs for viral diversity. However, little is known about viruses infecting rice weeds. In this work, we used metatranscriptomic deep sequencing to identify RNA viruses from 29 weed samples representing 23 weed species. A total of 224 RNA viruses were identified: 39 newly identified viruses are sufficiently divergent to comprise new families and genera. The newly identified RNA viruses clustered within 18 viral families. Of the identified viruses, 196 are positive-sense single-stranded RNA viruses, 24 are negative-sense single-stranded RNA viruses and 4 are double-stranded RNA viruses. We found that some novel RNA viruses clustered within the families or genera of several plant virus species and have the potential to infect plants. Collectively, these results expand our understanding of viral diversity in rice weeds. Our work will contribute to developing effective strategies with which to manage the spread and epidemiology of plant viruses.
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Affiliation(s)
- Shufen Chao
- State Key Laboratory of Rice Biology, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311400, China
| | - Haoran Wang
- State Key Laboratory of Rice Biology, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311400, China
| | - Shu Zhang
- Institute of Plant Protection & Soil Fertilizer, Hubei Academy of Agricultural Sciences, Wuhan 430000, China
| | - Guoqing Chen
- State Key Laboratory of Rice Biology, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311400, China
| | - Chonghui Mao
- State Key Laboratory of Rice Biology, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311400, China
| | - Yang Hu
- Institute of Plant Protection, Guizhou Academy of Agricultural Sciences, Guiyang 550000, China
| | - Fengquan Yu
- Institute of Plant Protection, Liaoning Academy of Agricultural Sciences, Shenyang 110000, China
| | - Shuo Wang
- Sanya Agricultural Technology Extension and Service Centre, Sanya 572000, China
| | - Liang Lv
- Institute of Plant Protection & Soil Fertilizer, Hubei Academy of Agricultural Sciences, Wuhan 430000, China
| | - Long Chen
- State Key Laboratory of Rice Biology, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311400, China
| | - Guozhong Feng
- State Key Laboratory of Rice Biology, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311400, China
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18
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Rosario K, Van Bogaert N, López-Figueroa NB, Paliogiannis H, Kerr M, Breitbart M. Freshwater macrophytes harbor viruses representing all five major phyla of the RNA viral kingdom Orthornavirae. PeerJ 2022; 10:e13875. [PMID: 35990902 PMCID: PMC9390326 DOI: 10.7717/peerj.13875] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 07/19/2022] [Indexed: 01/18/2023] Open
Abstract
Research on aquatic plant viruses is lagging behind that of their terrestrial counterparts. To address this knowledge gap, here we identified viruses associated with freshwater macrophytes, a taxonomically diverse group of aquatic phototrophs that are visible with the naked eye. We surveyed pooled macrophyte samples collected at four spring sites in Florida, USA through next generation sequencing of RNA extracted from purified viral particles. Sequencing efforts resulted in the detection of 156 freshwater macrophyte associated (FMA) viral contigs, 37 of which approximate complete genomes or segments. FMA viral contigs represent putative members from all five major phyla of the RNA viral kingdom Orthornavirae. Similar to viral types found in land plants, viral sequences identified in macrophytes were dominated by positive-sense RNA viruses. Over half of the FMA viral contigs were most similar to viruses reported from diverse hosts in aquatic environments, including phototrophs, invertebrates, and fungi. The detection of FMA viruses from orders dominated by plant viruses, namely Patatavirales and Tymovirales, indicate that members of these orders may thrive in aquatic hosts. PCR assays confirmed the presence of putative FMA plant viruses in asymptomatic vascular plants, indicating that viruses with persistent lifestyles are widespread in macrophytes. The detection of potato virus Y and oat blue dwarf virus in submerged macrophytes suggests that terrestrial plant viruses infect underwater plants and highlights a potential terrestrial-freshwater plant virus continuum. Defining the virome of unexplored macrophytes will improve our understanding of virus evolution in terrestrial and aquatic primary producers and reveal the potential ecological impacts of viral infection in macrophytes.
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Affiliation(s)
- Karyna Rosario
- College of Marine Science, University of South Florida, St Petersburg, Florida, United States
| | - Noémi Van Bogaert
- College of Marine Science, University of South Florida, St Petersburg, Florida, United States,Present Address: FVPHouse, Berlare, Belgium
| | | | - Haris Paliogiannis
- College of Marine Science, University of South Florida, St Petersburg, Florida, United States,Present Address: MIO-ECSDE, Athens, Greece
| | - Mason Kerr
- College of Marine Science, University of South Florida, St Petersburg, Florida, United States
| | - Mya Breitbart
- College of Marine Science, University of South Florida, St Petersburg, Florida, United States
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19
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Abstract
Microviruses encompass an astonishing array of small, single-stranded DNA phages that, due to the surge in metagenomic surveys, are now known to be prevalent in most environments. Current taxonomy concedes the considerable diversity within this lineage to a single family (the Microviridae), which has rendered it difficult to adequately and accurately assess the amount of variation that actually exists within this group. We amassed and curated the largest collection of microviral genomes to date and, through a combination of protein-sharing networks and phylogenetic analysis, discovered at least three meaningful taxonomic levels between the current ranks of family and genus. When considering more than 13,000 microviral genomes from recognized lineages and as-yet-unclassified microviruses in metagenomic samples, microviral diversity is better understood by elevating microviruses to the level of an order that consists of three suborders and at least 19 putative families, each with their respective subfamilies. These revisions enable fine-scale assessment of microviral dynamics: for example, in the human gut, there are considerable differences in the abundances of microviral families both between urban and rural populations and in individuals over time. In addition, our analysis of genome contents and gene exchange shows that microviral families carry no recognizable accessory metabolic genes and rarely, if ever, engage in horizontal gene transfer across microviral families or with their bacterial hosts. These insights bring microviral taxonomy in line with current developments in the taxonomy of other phages and increase the understanding of microvirus biology.
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20
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Forgia M, Chiapello M, Daghino S, Pacifico D, Crucitti D, Oliva D, Ayllon M, Turina M, Turina M. Three new clades of putative viral RNA-dependent RNA polymerases with rare or unique catalytic triads discovered in libraries of ORFans from powdery mildews and the yeast of oenological interest Starmerella bacillaris. Virus Evol 2022; 8:veac038. [PMID: 35615103 PMCID: PMC9125799 DOI: 10.1093/ve/veac038] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 04/14/2022] [Accepted: 04/21/2022] [Indexed: 11/13/2022] Open
Abstract
High throughput sequencing allowed the discovery of many new viruses and viral organizations increasing our comprehension of virus origin and evolution. Most RNA viruses are currently characterized through similarity searches of annotated virus databases. This approach limits the possibility to detect completely new virus-encoded proteins with no detectable similarities to existing ones, i.e. ORFan proteins. A strong indication of the ORFan viral origin in a metatranscriptome is the lack of DNA corresponding to an assembled RNA sequence in the biological sample. Furthermore, sequence homology among ORFans and evidence of co-occurrence of these ORFans in specific host individuals provides further indication of a viral origin. Here, we use this theoretical framework to report the finding of three conserved clades of protein-coding RNA segments without a corresponding DNA in fungi. Protein sequence and structural alignment suggest these proteins are distantly related to viral RNA-dependent RNA polymerases (RdRP). In these new putative viral RdRP clades, no GDD catalytic triad is present, but the most common putative catalytic triad is NDD and a clade with GDQ, a triad previously unreported at that site. SDD, HDD, and ADD are also represented. For most members of these three clades, we were able to associate a second genomic segment, coding for a protein of unknown function. We provisionally named this new group of viruses ormycovirus. Interestingly, all the members of one of these sub-clades (gammaormycovirus) accumulate more minus sense RNA than plus sense RNA during infection.
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Affiliation(s)
- Marco Forgia
- Institute for Sustainable Plant Protection (IPSP), CNR, Strada delle Cacce 73, Torino 10135, Italy
| | - M Chiapello
- Institute for Sustainable Plant Protection (IPSP), CNR, Strada delle Cacce 73, Torino 10135, Italy
| | - Stefania Daghino
- Institute for Sustainable Plant Protection (IPSP), CNR, Strada delle Cacce 73, Torino 10135, Italy
| | - D Pacifico
- Institute of Biosciences and Bioresources (IBBR), CNR, Corso Calatafimi 414, Palermo 90129, Italy
| | - D Crucitti
- Institute of Biosciences and Bioresources (IBBR), CNR, Corso Calatafimi 414, Palermo 90129, Italy
- Dipartimento di Scienze Agrarie, Alimentari e Forestali (SAAF), Università degli Studi di Palermo, Viale delle Scienze, Palermo 90128, Italy
| | - D Oliva
- Istituto Regionale del Vino e dell’Olio (IRVO), Via Libertà 66, Palermo 90143, Italy
| | - M Ayllon
- Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM)-Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Campus de Montegancedo, Pozuelo de Alarcón, Madrid 28223, Spain
- Departamento de Biotecnología-Biología Vegetal, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid (UPM), Campus Ciudad Universitaria Av. Puerta de Hierro, nº 2 - 4, Madrid 28040, Spain
| | - M Turina
- Institute for Sustainable Plant Protection (IPSP), CNR, Strada delle Cacce 73, Torino 10135, Italy
| | - M Turina
- Institute for Sustainable Plant Protection (IPSP), CNR, Strada delle Cacce 73, Torino 10135, Italy
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21
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Zayed AA, Wainaina JM, Dominguez-Huerta G, Pelletier E, Guo J, Mohssen M, Tian F, Pratama AA, Bolduc B, Zablocki O, Cronin D, Solden L, Delage E, Alberti A, Aury JM, Carradec Q, da Silva C, Labadie K, Poulain J, Ruscheweyh HJ, Salazar G, Shatoff E, Coordinators TO, Bundschuh R, Fredrick K, Kubatko LS, Chaffron S, Culley AI, Sunagawa S, Kuhn JH, Wincker P, Sullivan MB. Cryptic and abundant marine viruses at the evolutionary origins of Earth's RNA virome. Science 2022; 376:156-162. [PMID: 35389782 PMCID: PMC10990476 DOI: 10.1126/science.abm5847] [Citation(s) in RCA: 136] [Impact Index Per Article: 45.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Whereas DNA viruses are known to be abundant, diverse, and commonly key ecosystem players, RNA viruses are insufficiently studied outside disease settings. In this study, we analyzed ≈28 terabases of Global Ocean RNA sequences to expand Earth's RNA virus catalogs and their taxonomy, investigate their evolutionary origins, and assess their marine biogeography from pole to pole. Using new approaches to optimize discovery and classification, we identified RNA viruses that necessitate substantive revisions of taxonomy (doubling phyla and adding >50% new classes) and evolutionary understanding. "Species"-rank abundance determination revealed that viruses of the new phyla "Taraviricota," a missing link in early RNA virus evolution, and "Arctiviricota" are widespread and dominant in the oceans. These efforts provide foundational knowledge critical to integrating RNA viruses into ecological and epidemiological models.
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Affiliation(s)
- Ahmed A. Zayed
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
- EMERGE Biology Integration Institute, Ohio State University, Columbus, OH 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH 43210, USA
| | - James M. Wainaina
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH 43210, USA
| | - Guillermo Dominguez-Huerta
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
- EMERGE Biology Integration Institute, Ohio State University, Columbus, OH 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH 43210, USA
| | - Eric Pelletier
- Génomique Métabolique, Genoscope, Institut François-Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, 91000 Evry, France
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 75016 Paris, France
| | - Jiarong Guo
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
- EMERGE Biology Integration Institute, Ohio State University, Columbus, OH 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH 43210, USA
| | - Mohamed Mohssen
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH 43210, USA
- The Interdisciplinary Biophysics Graduate Program, Ohio State University, Columbus, OH 43210, USA
| | - Funing Tian
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH 43210, USA
| | - Akbar Adjie Pratama
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
- EMERGE Biology Integration Institute, Ohio State University, Columbus, OH 43210, USA
| | - Benjamin Bolduc
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
- EMERGE Biology Integration Institute, Ohio State University, Columbus, OH 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH 43210, USA
| | - Olivier Zablocki
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
- EMERGE Biology Integration Institute, Ohio State University, Columbus, OH 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH 43210, USA
| | - Dylan Cronin
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
- EMERGE Biology Integration Institute, Ohio State University, Columbus, OH 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH 43210, USA
| | - Lindsey Solden
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
| | - Erwan Delage
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 75016 Paris, France
- Nantes Université, CNRS UMR 6004, LS2N, F-44000 Nantes, France
| | - Adriana Alberti
- Génomique Métabolique, Genoscope, Institut François-Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, 91000 Evry, France
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 75016 Paris, France
| | - Jean-Marc Aury
- Génomique Métabolique, Genoscope, Institut François-Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, 91000 Evry, France
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 75016 Paris, France
| | - Quentin Carradec
- Génomique Métabolique, Genoscope, Institut François-Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, 91000 Evry, France
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 75016 Paris, France
| | - Corinne da Silva
- Génomique Métabolique, Genoscope, Institut François-Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, 91000 Evry, France
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 75016 Paris, France
| | - Karine Labadie
- Génomique Métabolique, Genoscope, Institut François-Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, 91000 Evry, France
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 75016 Paris, France
| | - Julie Poulain
- Génomique Métabolique, Genoscope, Institut François-Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, 91000 Evry, France
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 75016 Paris, France
| | - Hans-Joachim Ruscheweyh
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zurich, Zurich, Switzerland
| | - Guillem Salazar
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zurich, Zurich, Switzerland
| | - Elan Shatoff
- Department of Physics, Ohio State University, Columbus, OH 43210, USA
| | | | - Ralf Bundschuh
- The Interdisciplinary Biophysics Graduate Program, Ohio State University, Columbus, OH 43210, USA
- Department of Physics, Ohio State University, Columbus, OH 43210, USA
- Department of Chemistry and Biochemistry, Ohio State University, Columbus, OH 43210, USA
- Division of Hematology, Department of Internal Medicine, Ohio State University, Columbus, OH 43210, USA
| | - Kurt Fredrick
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
| | - Laura S. Kubatko
- Department of Evolution, Ecology, and Organismal Biology, Ohio State University, Columbus, OH 43210, USA
- Department of Statistics, Ohio State University, Columbus, OH 43210, USA
| | - Samuel Chaffron
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 75016 Paris, France
- Nantes Université, CNRS UMR 6004, LS2N, F-44000 Nantes, France
| | - Alexander I. Culley
- Département de Biochimie, Microbiologie et Bio-informatique, Université Laval, Québec, Québec G1V 0A6, Canada
| | - Shinichi Sunagawa
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zurich, Zurich, Switzerland
| | - Jens H. Kuhn
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Fort Detrick, Frederick, MD 21702, USA
| | - Patrick Wincker
- Génomique Métabolique, Genoscope, Institut François-Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, 91000 Evry, France
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 75016 Paris, France
| | - Matthew B. Sullivan
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
- EMERGE Biology Integration Institute, Ohio State University, Columbus, OH 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH 43210, USA
- The Interdisciplinary Biophysics Graduate Program, Ohio State University, Columbus, OH 43210, USA
- Department of Evolution, Ecology, and Organismal Biology, Ohio State University, Columbus, OH 43210, USA
- Department of Civil, Environmental, and Geodetic Engineering, Ohio State University, Columbus, OH 43210, USA
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