101
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Łusiak-Szelachowska M, Weber-Dąbrowska B, Jończyk-Matysiak E, Wojciechowska R, Górski A. Bacteriophages in the gastrointestinal tract and their implications. Gut Pathog 2017; 9:44. [PMID: 28811841 PMCID: PMC5553654 DOI: 10.1186/s13099-017-0196-7] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Accepted: 08/06/2017] [Indexed: 12/22/2022] Open
Abstract
The gut microbiota plays an essential role in health and disease of humans. Bacteriophages are the most abundant members of the gut virobiota and display great diversity. Phages can translocate through the mucosa to lymph and internal organs and play a role as regulators of the bacterial population in the gut. Increasing abundance of phages in the gut mucosa may reduce colonization by bacteria. Moreover, phages may have an immunomodulatory role in the immune response in the human gut. The role of phages in inflammatory bowel disease (IBD) remains unknown. Phages may take part in the development of IBD, but there are also data suggesting the protective role of phages in the gut of patients with IBD. Furthermore, recent data suggest that phages may mediate the beneficial effects of fecal microbiota transplantation (FMT). Therefore, evidence is accumulating to highlight the protective immunomodulating activity of the gut phages.
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Affiliation(s)
- Marzanna Łusiak-Szelachowska
- Laboratory of Bacteriophages, Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences (HIIET PAS), 53-114 Wrocław, Poland
| | - Beata Weber-Dąbrowska
- Laboratory of Bacteriophages, Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences (HIIET PAS), 53-114 Wrocław, Poland
| | - Ewa Jończyk-Matysiak
- Laboratory of Bacteriophages, Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences (HIIET PAS), 53-114 Wrocław, Poland
| | - Renata Wojciechowska
- Laboratory of Bacteriophages, Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences (HIIET PAS), 53-114 Wrocław, Poland
| | - Andrzej Górski
- Laboratory of Bacteriophages, Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences (HIIET PAS), 53-114 Wrocław, Poland.,Department of Clinical Immunology, Transplantation Institute, Medical University of Warsaw, 02-006 Warsaw, Poland
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102
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Nikolich-Zugich J, Goodrum F, Knox K, Smithey MJ. Known unknowns: how might the persistent herpesvirome shape immunity and aging? Curr Opin Immunol 2017; 48:23-30. [PMID: 28780492 DOI: 10.1016/j.coi.2017.07.011] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Revised: 07/08/2017] [Accepted: 07/12/2017] [Indexed: 12/11/2022]
Abstract
The microbial community that colonizes all living organisms is gaining appreciation for its contributions to both physiologic and pathogenic processes. The virome, a subset of the overall microbiome, large and diverse, including viruses that persistently inhabit host cells, endogenous viral elements genomically or epigenomically integrated into cells, and viruses that infect the other (bacterial, protozoan, fungal, and archaeal) microbiome phylla. These viruses live in the organism for its life, and therefore are to be considered part of the aging process experienced by the organism. This review considers the impact of the persistent latent virome on immune aging. Specific attention will be devoted to the role of herpesviruses, and within them, the cytomegalovirus, as the key modulators of immune aging.
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Affiliation(s)
- Janko Nikolich-Zugich
- Department of Immunobiology and the Arizona Center on Aging, University of Arizona College of Medicine-Tucson, Tucson, AZ 85724, United States.
| | - Felicia Goodrum
- Department of Immunobiology and the Arizona Center on Aging, University of Arizona College of Medicine-Tucson, Tucson, AZ 85724, United States
| | - Kenneth Knox
- Department of Immunobiology and the Arizona Center on Aging, University of Arizona College of Medicine-Tucson, Tucson, AZ 85724, United States; University of Arizona College of Medicine-Phoenix, Phoenix, AZ 85004, United States
| | - Megan J Smithey
- Department of Immunobiology and the Arizona Center on Aging, University of Arizona College of Medicine-Tucson, Tucson, AZ 85724, United States.
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103
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Rascovan N, Duraisamy R, Desnues C. Metagenomics and the Human Virome in Asymptomatic Individuals. Annu Rev Microbiol 2017; 70:125-41. [PMID: 27607550 DOI: 10.1146/annurev-micro-102215-095431] [Citation(s) in RCA: 83] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
High-throughput sequencing technologies have revolutionized how we think about viruses. Investigators can now go beyond pathogenic viruses and have access to the thousands of viruses that inhabit our bodies without causing clinical symptoms. By studying their interactions with each other, with other microbes, and with host genetics and immune systems, we can learn how they affect health and disease. This article reviews current knowledge of the composition and diversity of the human virome in physiologically healthy individuals. It focuses on recent results from metagenomics studies and discusses the contribution of bacteriophages and eukaryotic viruses to human health.
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Affiliation(s)
- Nicolás Rascovan
- Faculté de Médecine, Aix Marseille Université, 13385 Marseille, France.,URMITE, UM63, CNRS 7278, IRD 198, INSERM 1095, 13385 Marseille, France;
| | - Raja Duraisamy
- Faculté de Médecine, Aix Marseille Université, 13385 Marseille, France.,URMITE, UM63, CNRS 7278, IRD 198, INSERM 1095, 13385 Marseille, France;
| | - Christelle Desnues
- Faculté de Médecine, Aix Marseille Université, 13385 Marseille, France.,URMITE, UM63, CNRS 7278, IRD 198, INSERM 1095, 13385 Marseille, France;
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104
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Kim Y, Van Bonn W, Aw TG, Rose JB. Aquarium Viromes: Viromes of Human-Managed Aquatic Systems. Front Microbiol 2017; 8:1231. [PMID: 28713358 PMCID: PMC5492393 DOI: 10.3389/fmicb.2017.01231] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Accepted: 06/19/2017] [Indexed: 11/13/2022] Open
Abstract
An aquarium ecosystem is home to many animal species providing conditions similar to native aquatic habitats but under highly controlled management. With a growing interest in understanding the interaction of microbiomes and resident animal health within aquarium environments, we undertook a metagenomic survey of viromes in seven aquarium systems with differing physicochemical and resident animal profiles. Our results show that a diverse array of viruses was represented in aquarium viromes, many of which were widespread in different aquarium systems (27 common viral families in all of the aquarium systems). Most viromes were dominated by DNA phages of the order Caudovirales as commonly found in other aquatic environments with average relative abundance greater than 64%. The composition and structure of aquarium viromes were associated with controlled system parameters, including nitrate, salinity, and temperature as well as resident animal profiles, indicating the close interaction of viromes with aquarium management practices. Furthermore, finding human associated viruses in a touch exhibit suggested that exposure of aquarium systems to human contact may lead to introduction of human cutaneous viruses into aquaria. This is consistent with the high abundance of skin microflora on the palms of healthy individuals and their detection in recreational waters, such as swimming pools. Lastly, assessment of antibiotic resistance genes (ARGs) in aquarium viromes revealed a unique signature of ARGs in different aquarium systems with trimethoprim being the most common. This is the first study to provide vital information on viromes and their unique relationships with management practices in a human-built and controlled aquarium environment.
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Affiliation(s)
- Yiseul Kim
- Department of Fisheries and Wildlife, Michigan State University, East LansingMI, United States.,National Institute of Agricultural Sciences, Rural Development AdministrationWanju, South Korea
| | - William Van Bonn
- Department of Fisheries and Wildlife, Michigan State University, East LansingMI, United States.,A. Watson Armour III Center for Animal Health and Welfare, John G. Shedd Aquarium, ChicagoIL, United States
| | - Tiong G Aw
- Department of Global Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, New OrleansLA, United States
| | - Joan B Rose
- Department of Fisheries and Wildlife, Michigan State University, East LansingMI, United States
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105
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The Human Gut Phage Community and Its Implications for Health and Disease. Viruses 2017; 9:v9060141. [PMID: 28594392 PMCID: PMC5490818 DOI: 10.3390/v9060141] [Citation(s) in RCA: 148] [Impact Index Per Article: 21.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2017] [Revised: 05/23/2017] [Accepted: 06/02/2017] [Indexed: 12/23/2022] Open
Abstract
In this review, we assess our current understanding of the role of bacteriophages infecting the human gut bacterial community in health and disease. In general, bacteriophages contribute to the structure of their microbial communities by driving host and viral diversification, bacterial evolution, and by expanding the functional diversity of ecosystems. Gut bacteriophages are an ensemble of unique and shared phages in individuals, which encompass temperate phages found predominately as prophage in gut bacteria (prophage reservoir) and lytic phages. In healthy individuals, only a small fraction of the prophage reservoir is activated and found as extracellular phages. Phage community dysbiosis is characterized by a shift in the activated prophage community or an increase of lytic phages, and has been correlated with disease, suggesting that a proper balance between lysis and lysogeny is needed to maintain health. Consequently, the concept of microbial dysbiosis might be extended to the phage component of the microbiome as well. Understanding the dynamics and mechanisms to restore balance after dysbiosis is an active area of research. The use of phage transplants to re-establish health suggests that phages can be used as disease treatment. Such advances represent milestones in our understanding of gut phages in human health and should fuel research on their role in health and disease.
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106
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Hayes S, Mahony J, Nauta A, van Sinderen D. Metagenomic Approaches to Assess Bacteriophages in Various Environmental Niches. Viruses 2017; 9:v9060127. [PMID: 28538703 PMCID: PMC5490804 DOI: 10.3390/v9060127] [Citation(s) in RCA: 68] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Revised: 05/18/2017] [Accepted: 05/19/2017] [Indexed: 12/15/2022] Open
Abstract
Bacteriophages are ubiquitous and numerous parasites of bacteria and play a critical evolutionary role in virtually every ecosystem, yet our understanding of the extent of the diversity and role of phages remains inadequate for many ecological niches, particularly in cases in which the host is unculturable. During the past 15 years, the emergence of the field of viral metagenomics has drastically enhanced our ability to analyse the so-called viral ‘dark matter’ of the biosphere. Here, we review the evolution of viral metagenomic methodologies, as well as providing an overview of some of the most significant applications and findings in this field of research.
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Affiliation(s)
- Stephen Hayes
- School of Microbiology, University College Cork, Cork T12 YT20, Ireland.
| | - Jennifer Mahony
- School of Microbiology, University College Cork, Cork T12 YT20, Ireland.
- APC Microbiome Institute, University College Cork, Cork T12 YT20, Ireland.
| | - Arjen Nauta
- Friesland Campina, Amersfoort 3800 BN, The Netherlands.
| | - Douwe van Sinderen
- School of Microbiology, University College Cork, Cork T12 YT20, Ireland.
- APC Microbiome Institute, University College Cork, Cork T12 YT20, Ireland.
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107
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Viral metagenomics analysis of feces from coronary heart disease patients reveals the genetic diversity of the Microviridae. Virol Sin 2017; 32:130-138. [PMID: 28466442 DOI: 10.1007/s12250-016-3896-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2016] [Accepted: 03/22/2017] [Indexed: 12/27/2022] Open
Abstract
Recent studies have declared that members of the ssDNA virus family Microviridae play an important role in multiple environments, as they have been found taking a dominant position in the human gut. The aim of this study was to analyze the overall composition of the gut virome in coronary heart disease (CHD) patients, and try to discover the potential link between the human gut virome and CHD. Viral metagenomics methods were performed to detect the viral sequences in fecal samples collected from CHD inpatients and healthy persons as controls. We present the analysis of the virome composition in these CHD patients and controls. Our data shows that the virome composition may be linked to daily living habits and the medical therapy of CHD. Virgaviridae and Microviridae were the two dominant types of viruses found in the enteric virome of CHD patients. Fourteen divergent viruses belonging to the family Microviridae were found, twelve of which were grouped into the subfamily Gokushovirinae, while the remaining two strains might represent two new subfamilies within Microviridae, according to the phylogenetic analysis. In addition, the genomic organization of these viruses has been characterized.
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108
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Wilhelm SW, Bird JT, Bonifer KS, Calfee BC, Chen T, Coy SR, Gainer PJ, Gann ER, Heatherly HT, Lee J, Liang X, Liu J, Armes AC, Moniruzzaman M, Rice JH, Stough JMA, Tams RN, Williams EP, LeCleir GR. A Student's Guide to Giant Viruses Infecting Small Eukaryotes: From Acanthamoeba to Zooxanthellae. Viruses 2017; 9:E46. [PMID: 28304329 PMCID: PMC5371801 DOI: 10.3390/v9030046] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2016] [Revised: 03/07/2017] [Accepted: 03/09/2017] [Indexed: 12/15/2022] Open
Abstract
The discovery of infectious particles that challenge conventional thoughts concerning "what is a virus" has led to the evolution a new field of study in the past decade. Here, we review knowledge and information concerning "giant viruses", with a focus not only on some of the best studied systems, but also provide an effort to illuminate systems yet to be better resolved. We conclude by demonstrating that there is an abundance of new host-virus systems that fall into this "giant" category, demonstrating that this field of inquiry presents great opportunities for future research.
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Affiliation(s)
- Steven W Wilhelm
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Jordan T Bird
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Kyle S Bonifer
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Benjamin C Calfee
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Tian Chen
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Samantha R Coy
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - P Jackson Gainer
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Eric R Gann
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Huston T Heatherly
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Jasper Lee
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Xiaolong Liang
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Jiang Liu
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - April C Armes
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Mohammad Moniruzzaman
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - J Hunter Rice
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Joshua M A Stough
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Robert N Tams
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Evan P Williams
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
| | - Gary R LeCleir
- The Department of Microbiology, The University of Tennessee, Knoxville, TN 37996, USA.
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109
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Lysogeny in nature: mechanisms, impact and ecology of temperate phages. ISME JOURNAL 2017; 11:1511-1520. [PMID: 28291233 DOI: 10.1038/ismej.2017.16] [Citation(s) in RCA: 392] [Impact Index Per Article: 56.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Revised: 12/04/2016] [Accepted: 01/19/2017] [Indexed: 01/07/2023]
Abstract
Viruses that infect bacteria (phages) can influence bacterial community dynamics, bacterial genome evolution and ecosystem biogeochemistry. These influences differ depending on whether phages establish lytic, chronic or lysogenic infections. Although the first two produce virion progeny, with lytic infections resulting in cell destruction, phages undergoing lysogenic infections replicate with cells without producing virions. The impacts of lysogeny are numerous and well-studied at the cellular level, but ecosystem-level consequences remain underexplored compared to those of lytic infections. Here, we review lysogeny from molecular mechanisms to ecological patterns to emerging approaches of investigation. Our goal is to highlight both its diversity and importance in complex communities. Altogether, using a combined viral ecology toolkit that is applied across broad model systems and environments will help us understand more of the diverse lifestyles and ecological impacts of lysogens in nature.
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110
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Roux S, Solonenko NE, Dang VT, Poulos BT, Schwenck SM, Goldsmith DB, Coleman ML, Breitbart M, Sullivan MB. Towards quantitative viromics for both double-stranded and single-stranded DNA viruses. PeerJ 2016; 4:e2777. [PMID: 28003936 PMCID: PMC5168678 DOI: 10.7717/peerj.2777] [Citation(s) in RCA: 115] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Accepted: 11/08/2016] [Indexed: 01/06/2023] Open
Abstract
Background Viruses strongly influence microbial population dynamics and ecosystem functions. However, our ability to quantitatively evaluate those viral impacts is limited to the few cultivated viruses and double-stranded DNA (dsDNA) viral genomes captured in quantitative viral metagenomes (viromes). This leaves the ecology of non-dsDNA viruses nearly unknown, including single-stranded DNA (ssDNA) viruses that have been frequently observed in viromes, but not quantified due to amplification biases in sequencing library preparations (Multiple Displacement Amplification, Linker Amplification or Tagmentation). Methods Here we designed mock viral communities including both ssDNA and dsDNA viruses to evaluate the capability of a sequencing library preparation approach including an Adaptase step prior to Linker Amplification for quantitative amplification of both dsDNA and ssDNA templates. We then surveyed aquatic samples to provide first estimates of the abundance of ssDNA viruses. Results Mock community experiments confirmed the biased nature of existing library preparation methods for ssDNA templates (either largely enriched or selected against) and showed that the protocol using Adaptase plus Linker Amplification yielded viromes that were ±1.8-fold quantitative for ssDNA and dsDNA viruses. Application of this protocol to community virus DNA from three freshwater and three marine samples revealed that ssDNA viruses as a whole represent only a minor fraction (<5%) of DNA virus communities, though individual ssDNA genomes, both eukaryote-infecting Circular Rep-Encoding Single-Stranded DNA (CRESS-DNA) viruses and bacteriophages from the Microviridae family, can be among the most abundant viral genomes in a sample. Discussion Together these findings provide empirical data for a new virome library preparation protocol, and a first estimate of ssDNA virus abundance in aquatic systems.
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Affiliation(s)
- Simon Roux
- Department of Microbiology, The Ohio State University , Columbus , OH , United States
| | - Natalie E Solonenko
- Department of Microbiology, The Ohio State University , Columbus , OH , United States
| | - Vinh T Dang
- Department of Microbiology, Ha Long University , Uong Bi , Quang Ninh , Vietnam
| | - Bonnie T Poulos
- Department of Ecology and Evolutionary Biology, University of Arizona , Tucson , AZ , United States
| | - Sarah M Schwenck
- Department of Ecology and Evolutionary Biology, University of Arizona , Tucson , AZ , United States
| | - Dawn B Goldsmith
- College of Marine Science, University of South Florida , St. Petersburg , FL , United States
| | - Maureen L Coleman
- Department of the Geophysical Sciences, University of Chicago , Chicago , IL , United States
| | - Mya Breitbart
- College of Marine Science, University of South Florida , St. Petersburg , FL , United States
| | - Matthew B Sullivan
- Department of Microbiology, The Ohio State University, Columbus, OH, United States; Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, OH, United States
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111
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Kim IS, Yoo DH, Jung IH, Lim S, Jeong JJ, Kim KA, Bae ON, Yoo HH, Kim DH. Reduced metabolic activity of gut microbiota by antibiotics can potentiate the antithrombotic effect of aspirin. Biochem Pharmacol 2016; 122:72-79. [DOI: 10.1016/j.bcp.2016.09.023] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2016] [Accepted: 09/23/2016] [Indexed: 01/28/2023]
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112
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Balasopoulou A, Patrinos GP, Katsila T. Pharmacometabolomics Informs Viromics toward Precision Medicine. Front Pharmacol 2016; 7:411. [PMID: 27833560 PMCID: PMC5081366 DOI: 10.3389/fphar.2016.00411] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2016] [Accepted: 10/17/2016] [Indexed: 12/18/2022] Open
Abstract
Nowadays, we are experiencing the big data era with the emerging challenge of single data interpretation. Although the advent of high-throughput technologies as well as chemo- and bio-informatics tools presents pan-omics data as the way forward to precision medicine, personalized health care and tailored-made therapeutics can be only envisaged when interindividual variability in response to/toxicity of xenobiotics can be interpreted and thus, predicted. We know that such variability is the net outcome of genetics (host and microbiota) and environmental factors (diet, lifestyle, polypharmacy, and microbiota) and for this, tremendous efforts have been made to clarify key-molecules from correlation to causality to clinical significance. Herein, we focus on the host–microbiome interplay and its direct and indirect impact on efficacy and toxicity of xenobiotics and we inevitably wonder about the role of viruses, as the least acknowledged ones. We present the emerging discipline of pharmacometabolomics-informed viromics, in which pre-dose metabotypes can assist modeling and prediction of interindividual response to/toxicity of xenobiotics. Such features, either alone or in combination with host genetics, can power biomarker discovery so long as the features are variable among patients, stable enough to be of predictive value, and better than pre-existing tools for predicting therapeutic efficacy/toxicity.
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Affiliation(s)
- Angeliki Balasopoulou
- Department of Pharmacy, School of Health Sciences, University of Patras Patras, Greece
| | - George P Patrinos
- Department of Pharmacy, School of Health Sciences, University of PatrasPatras, Greece; Department of Pathology, College of Medicine and Health Sciences, United Arab Emirates UniversityAl Ain, United Arab Emirates
| | - Theodora Katsila
- Department of Pharmacy, School of Health Sciences, University of Patras Patras, Greece
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113
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Willmann M, Peter S. Translational metagenomics and the human resistome: confronting the menace of the new millennium. J Mol Med (Berl) 2016; 95:41-51. [PMID: 27766372 PMCID: PMC5225160 DOI: 10.1007/s00109-016-1478-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Revised: 09/19/2016] [Accepted: 09/26/2016] [Indexed: 12/21/2022]
Abstract
The increasing threat of antimicrobial resistance poses one of the greatest challenges to modern medicine. The collection of all antimicrobial resistance genes carried by various microorganisms in the human body is called the human resistome and represents the source of resistance in pathogens that can eventually cause life-threatening and untreatable infections. A deep understanding of the human resistome and its multilateral interaction with various environments is necessary for developing proper measures that can efficiently reduce the spread of resistance. However, the human resistome and its evolution still remain, for the most part, a mystery to researchers. Metagenomics, particularly in combination with next-generation-sequencing technology, provides a powerful methodological approach for studying the human microbiome as well as the pathogenome, the virolume and especially the resistome. We summarize below current knowledge on how the human resistome is shaped and discuss how metagenomics can be employed to improve our understanding of these complex processes, particularly as regards a rapid translation of new findings into clinical diagnostics, infection control and public health.
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Affiliation(s)
- Matthias Willmann
- Institute of Medical Microbiology and Hygiene, University of Tübingen, Elfriede-Aulhorn-Str. 6, 72076, Tuebingen, Germany. .,German Center for Infection Research (DZIF), partner site Tübingen, Tübingen, Germany.
| | - Silke Peter
- Institute of Medical Microbiology and Hygiene, University of Tübingen, Elfriede-Aulhorn-Str. 6, 72076, Tuebingen, Germany.,German Center for Infection Research (DZIF), partner site Tübingen, Tübingen, Germany
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114
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Pearson VM, Caudle SB, Rokyta DR. Viral recombination blurs taxonomic lines: examination of single-stranded DNA viruses in a wastewater treatment plant. PeerJ 2016; 4:e2585. [PMID: 27781171 PMCID: PMC5075696 DOI: 10.7717/peerj.2585] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Accepted: 09/19/2016] [Indexed: 12/26/2022] Open
Abstract
Understanding the structure and dynamics of microbial communities, especially those of economic concern, is of paramount importance to maintaining healthy and efficient microbial communities at agricultural sites and large industrial cultures, including bioprocessors. Wastewater treatment plants are large bioprocessors which receive water from multiple sources, becoming reservoirs for the collection of many viral families that infect a broad range of hosts. To examine this complex collection of viruses, full-length genomes of circular ssDNA viruses were isolated from a wastewater treatment facility using a combination of sucrose-gradient size selection and rolling-circle amplification and sequenced on an Illumina MiSeq. Single-stranded DNA viruses are among the least understood groups of microbial pathogens due to genomic biases and culturing difficulties, particularly compared to the larger, more often studied dsDNA viruses. However, the group contains several notable well-studied examples, including agricultural pathogens which infect both livestock and crops (Circoviridae and Geminiviridae), and model organisms for genetics and evolution studies (Microviridae). Examination of the collected viral DNA provided evidence for 83 unique genotypic groupings, which were genetically dissimilar to known viral types and exhibited broad diversity within the community. Furthermore, although these genomes express similarities to known viral families, such as Circoviridae, Geminiviridae, and Microviridae, many are so divergent that they may represent new taxonomic groups. This study demonstrated the efficacy of the protocol for separating bacteria and large viruses from the sought after ssDNA viruses and the ability to use this protocol to obtain an in-depth analysis of the diversity within this group.
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Affiliation(s)
- Victoria M Pearson
- Department of Biological Science, Florida State University , Tallahassee , FL , USA
| | - S Brian Caudle
- Division of Food Safety, Florida Department of Agriculture and Consumer Services , Tallahassee , FL , USA
| | - Darin R Rokyta
- Department of Biological Science, Florida State University , Tallahassee , FL , USA
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115
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Cobián Güemes AG, Youle M, Cantú VA, Felts B, Nulton J, Rohwer F. Viruses as Winners in the Game of Life. Annu Rev Virol 2016; 3:197-214. [DOI: 10.1146/annurev-virology-100114-054952] [Citation(s) in RCA: 158] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
| | | | - Vito Adrian Cantú
- Computational Sciences Research Center, San Diego State University, San Diego, California 92182
| | - Ben Felts
- Department of Mathematics and Statistics, San Diego State University, San Diego, California 92182
| | - James Nulton
- Department of Mathematics and Statistics, San Diego State University, San Diego, California 92182
| | - Forest Rohwer
- Department of Biology, San Diego State University, San Diego, California 92182;
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116
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Abstract
Fecal transplants are increasingly utilized for treatment of recurrent infections (i.e., Clostridium difficile) in the human gut and as a general research tool for gain-of-function experiments (i.e., gavage of fecal pellets) in animal models. Changes observed in the recipient's biology are routinely attributed to bacterial cells in the donor feces (~1011 per gram of human wet stool). Here, we examine the literature and summarize findings on the composition of fecal matter in order to raise cautiously the profile of its multipart nature. In addition to viable bacteria, which may make up a small fraction of total fecal matter, other components in unprocessed human feces include colonocytes (~107 per gram of wet stool), archaea (~108 per gram of wet stool), viruses (~108 per gram of wet stool), fungi (~106 per gram of wet stool), protists, and metabolites. Thus, while speculative at this point and contingent on the transplant procedure and study system, nonbacterial matter could contribute to changes in the recipient's biology. There is a cautious need for continued reductionism to separate out the effects and interactions of each component. Fecal transfers are increasingly common in animal models and humans. This essay notes that bacteria may not be the only player in donor feces that can affect the recipient's biology.
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Affiliation(s)
- Diana P. Bojanova
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, United States of America
| | - Seth R. Bordenstein
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, United States of America
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University, Nashville, Tennessee, United States of America
- * E-mail:
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117
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Enault F, Briet A, Bouteille L, Roux S, Sullivan MB, Petit MA. Phages rarely encode antibiotic resistance genes: a cautionary tale for virome analyses. ISME JOURNAL 2016; 11:237-247. [PMID: 27326545 DOI: 10.1038/ismej.2016.90] [Citation(s) in RCA: 229] [Impact Index Per Article: 28.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2016] [Revised: 04/11/2016] [Accepted: 05/10/2016] [Indexed: 12/21/2022]
Abstract
Antibiotic resistance genes (ARGs) are pervasive in gut microbiota, but it remains unclear how often ARGs are transferred, particularly to pathogens. Traditionally, ARG spread is attributed to horizontal transfer mediated either by DNA transformation, bacterial conjugation or generalized transduction. However, recent viral metagenome (virome) analyses suggest that ARGs are frequently carried by phages, which is inconsistent with the traditional view that phage genomes rarely encode ARGs. Here we used exploratory and conservative bioinformatic strategies found in the literature to detect ARGs in phage genomes, and experimentally assessed a subset of ARG predicted using exploratory thresholds. ARG abundances in 1181 phage genomes were vastly overestimated using exploratory thresholds (421 predicted vs 2 known), due to low similarities and matches to protein unrelated to antibiotic resistance. Consistent with this, four ARGs predicted using exploratory thresholds were experimentally evaluated and failed to confer antibiotic resistance in Escherichia coli. Reanalysis of available human- or mouse-associated viromes for ARGs and their genomic context suggested that bona fide ARG attributed to phages in viromes were previously overestimated. These findings provide guidance for documentation of ARG in viromes, and reassert that ARGs are rarely encoded in phages.
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Affiliation(s)
- François Enault
- Clermont Université, Université Blaise Pascal, Laboratoire 'Microorganismes: Génome et Environnement', Clermont-Ferrand, France.,CNRS UMR 6023, LMGE, Aubière, France
| | - Arnaud Briet
- Micalis Institute, INRA, AgroParisTech, Université Paris-Saclay, Jouy-en-Josas, France
| | - Léa Bouteille
- Micalis Institute, INRA, AgroParisTech, Université Paris-Saclay, Jouy-en-Josas, France
| | - Simon Roux
- Department of Microbiology, The Ohio State University, Columbus, OH, USA
| | - Matthew B Sullivan
- Department of Microbiology, The Ohio State University, Columbus, OH, USA.,Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, OH, USA
| | - Marie-Agnès Petit
- Micalis Institute, INRA, AgroParisTech, Université Paris-Saclay, Jouy-en-Josas, France
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118
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Enteric Viruses Ameliorate Gut Inflammation via Toll-like Receptor 3 and Toll-like Receptor 7-Mediated Interferon-β Production. Immunity 2016; 44:889-900. [DOI: 10.1016/j.immuni.2016.03.009] [Citation(s) in RCA: 133] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2015] [Revised: 12/14/2015] [Accepted: 12/29/2015] [Indexed: 12/19/2022]
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119
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Lytic to temperate switching of viral communities. Nature 2016; 531:466-70. [PMID: 26982729 DOI: 10.1038/nature17193] [Citation(s) in RCA: 316] [Impact Index Per Article: 39.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2015] [Accepted: 02/03/2016] [Indexed: 12/17/2022]
Abstract
Microbial viruses can control host abundances via density-dependent lytic predator-prey dynamics. Less clear is how temperate viruses, which coexist and replicate with their host, influence microbial communities. Here we show that virus-like particles are relatively less abundant at high host densities. This suggests suppressed lysis where established models predict lytic dynamics are favoured. Meta-analysis of published viral and microbial densities showed that this trend was widespread in diverse ecosystems ranging from soil to freshwater to human lungs. Experimental manipulations showed viral densities more consistent with temperate than lytic life cycles at increasing microbial abundance. An analysis of 24 coral reef viromes showed a relative increase in the abundance of hallmark genes encoded by temperate viruses with increased microbial abundance. Based on these four lines of evidence, we propose the Piggyback-the-Winner model wherein temperate dynamics become increasingly important in ecosystems with high microbial densities; thus 'more microbes, fewer viruses'.
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120
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Columpsi P, Sacchi P, Zuccaro V, Cima S, Sarda C, Mariani M, Gori A, Bruno R. Beyond the gut bacterial microbiota: The gut virome. J Med Virol 2016; 88:1467-72. [PMID: 26919534 PMCID: PMC7166815 DOI: 10.1002/jmv.24508] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/22/2016] [Indexed: 12/23/2022]
Abstract
The gastrointestinal tract is colonized with a highly different population of bacterial, viral, ad fungal species; viruses are reported to be dominant. The composition of gut virome is closely related to dietary habits and surrounding environment. Host and their intestinal microbes live in a dynamic equilibrium and viruses stimulate a low degree of immune responses without causing symptoms (host tolerance). However, intestinal phages could lead to a rupture of eubiosis and may contribute to the shift from health to disease in humans and animals. Viral nucleic acids and other products of lysis of bacteria serve as pathogen‐associated molecular patterns (PAMPs) and could trigger specific inflammatory modulations. At the same time, phages could elicit innate antiviral immune responses. Toll‐like receptors (TLRs) operated as innate antiviral immune sensors and their activation triggers signaling cascades that lead to inflammatory response. J. Med. Virol. 88:1467–1472, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Paola Columpsi
- Department of Infectious Diseases, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Paolo Sacchi
- Department of Infectious Diseases, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Valentina Zuccaro
- Department of Infectious Diseases, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Serena Cima
- Department of Infectious Diseases, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Cristina Sarda
- Department of Infectious Diseases, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Marcello Mariani
- Department of Infectious Diseases, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Andrea Gori
- Clinic of Infectious Diseases, San Gerardo Hospital, University of Milano-Bicocca, Monza, Italy
| | - Raffaele Bruno
- Department of Infectious Diseases, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.,Department of Clinical, Surgical, Diagnostic and Pediatric Science, University of Pavia, Pavia, Italy
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121
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Alves JMP, de Oliveira AL, Sandberg TOM, Moreno-Gallego JL, de Toledo MAF, de Moura EMM, Oliveira LS, Durham AM, Mehnert DU, Zanotto PMDA, Reyes A, Gruber A. GenSeed-HMM: A Tool for Progressive Assembly Using Profile HMMs as Seeds and its Application in Alpavirinae Viral Discovery from Metagenomic Data. Front Microbiol 2016; 7:269. [PMID: 26973638 PMCID: PMC4777721 DOI: 10.3389/fmicb.2016.00269] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Accepted: 02/19/2016] [Indexed: 01/01/2023] Open
Abstract
This work reports the development of GenSeed-HMM, a program that implements seed-driven progressive assembly, an approach to reconstruct specific sequences from unassembled data, starting from short nucleotide or protein seed sequences or profile Hidden Markov Models (HMM). The program can use any one of a number of sequence assemblers. Assembly is performed in multiple steps and relatively few reads are used in each cycle, consequently the program demands low computational resources. As a proof-of-concept and to demonstrate the power of HMM-driven progressive assemblies, GenSeed-HMM was applied to metagenomic datasets in the search for diverse ssDNA bacteriophages from the recently described Alpavirinae subfamily. Profile HMMs were built using Alpavirinae-specific regions from multiple sequence alignments (MSA) using either the viral protein 1 (VP1; major capsid protein) or VP4 (genome replication initiation protein). These profile HMMs were used by GenSeed-HMM (running Newbler assembler) as seeds to reconstruct viral genomes from sequencing datasets of human fecal samples. All contigs obtained were annotated and taxonomically classified using similarity searches and phylogenetic analyses. The most specific profile HMM seed enabled the reconstruction of 45 partial or complete Alpavirinae genomic sequences. A comparison with conventional (global) assembly of the same original dataset, using Newbler in a standalone execution, revealed that GenSeed-HMM outperformed global genomic assembly in several metrics employed. This approach is capable of detecting organisms that have not been used in the construction of the profile HMM, which opens up the possibility of diagnosing novel viruses, without previous specific information, constituting a de novo diagnosis. Additional applications include, but are not limited to, the specific assembly of extrachromosomal elements such as plastid and mitochondrial genomes from metagenomic data. Profile HMM seeds can also be used to reconstruct specific protein coding genes for gene diversity studies, and to determine all possible gene variants present in a metagenomic sample. Such surveys could be useful to detect the emergence of drug-resistance variants in sensitive environments such as hospitals and animal production facilities, where antibiotics are regularly used. Finally, GenSeed-HMM can be used as an adjunct for gap closure on assembly finishing projects, by using multiple contig ends as anchored seeds.
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Affiliation(s)
- João M P Alves
- Department of Parasitology, Institute of Biomedical Sciences, University of São Paulo São Paulo, Brazil
| | - André L de Oliveira
- Department of Parasitology, Institute of Biomedical Sciences, University of São Paulo São Paulo, Brazil
| | - Tatiana O M Sandberg
- Department of Parasitology, Institute of Biomedical Sciences, University of São Paulo São Paulo, Brazil
| | | | - Marcelo A F de Toledo
- Department of Parasitology, Institute of Biomedical Sciences, University of São Paulo São Paulo, Brazil
| | - Elisabeth M M de Moura
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo São Paulo, Brazil
| | - Liliane S Oliveira
- Department of Parasitology, Institute of Biomedical Sciences, University of São PauloSão Paulo, Brazil; Department of Computer Science, Institute of Mathematics and Statistics, University of São PauloSão Paulo, Brazil
| | - Alan M Durham
- Department of Computer Science, Institute of Mathematics and Statistics, University of São Paulo São Paulo, Brazil
| | - Dolores U Mehnert
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo São Paulo, Brazil
| | - Paolo M de A Zanotto
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo São Paulo, Brazil
| | - Alejandro Reyes
- Department of Biological Sciences, Universidad de los AndesBogotá, Colombia; Center for Genome Sciences and Systems Biology, Department of Pathology and Immunology, Washington University in Saint LouisMO, USA
| | - Arthur Gruber
- Department of Parasitology, Institute of Biomedical Sciences, University of São Paulo São Paulo, Brazil
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122
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Halary S, Temmam S, Raoult D, Desnues C. Viral metagenomics: are we missing the giants? Curr Opin Microbiol 2016; 31:34-43. [PMID: 26851442 DOI: 10.1016/j.mib.2016.01.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2015] [Revised: 01/11/2016] [Accepted: 01/12/2016] [Indexed: 11/26/2022]
Abstract
Amoeba-infecting giant viruses are recently discovered viruses that have been isolated from diverse environments all around the world. In parallel to isolation efforts, metagenomics confirmed their worldwide distribution from a broad range of environmental and host-associated samples, including humans, depicting them as a major component of eukaryotic viruses in nature and a possible resident of the human/animal virome whose role is still unclear. Nevertheless, metagenomics data about amoeba-infecting giant viruses still remain scarce, mainly because of methodological limitations. Efforts should be pursued both at the metagenomic sample preparation level and on in silico analyses to better understand their roles in the environment and in human/animal health and disease.
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Affiliation(s)
- S Halary
- Unité de Recherche sur les Maladies Infectieuses Tropicales Emergentes (URMITE) UM63, CNRS 7278, IRD 198, INSERM 1095, Aix-Marseille Université, Marseille, France
| | - S Temmam
- Unité de Recherche sur les Maladies Infectieuses Tropicales Emergentes (URMITE) UM63, CNRS 7278, IRD 198, INSERM 1095, Aix-Marseille Université, Marseille, France
| | - D Raoult
- Unité de Recherche sur les Maladies Infectieuses Tropicales Emergentes (URMITE) UM63, CNRS 7278, IRD 198, INSERM 1095, Aix-Marseille Université, Marseille, France
| | - C Desnues
- Unité de Recherche sur les Maladies Infectieuses Tropicales Emergentes (URMITE) UM63, CNRS 7278, IRD 198, INSERM 1095, Aix-Marseille Université, Marseille, France.
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123
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Abstract
In recent decades, the emergence and spread of antibiotic resistance among bacterial pathogens has become a major threat to public health. Bacteria can acquire antibiotic resistance genes by the mobilization and transfer of resistance genes from a donor strain. The human gut contains a densely populated microbial ecosystem, termed the gut microbiota, which offers ample opportunities for the horizontal transfer of genetic material, including antibiotic resistance genes. Recent technological advances allow microbiota-wide studies into the diversity and dynamics of the antibiotic resistance genes that are harboured by the gut microbiota (‘the gut resistome’). Genes conferring resistance to antibiotics are ubiquitously present among the gut microbiota of humans and most resistance genes are harboured by strictly anaerobic gut commensals. The horizontal transfer of genetic material, including antibiotic resistance genes, through conjugation and transduction is a frequent event in the gut microbiota, but mostly involves non-pathogenic gut commensals as these dominate the microbiota of healthy individuals. Resistance gene transfer from commensals to gut-dwelling opportunistic pathogens appears to be a relatively rare event but may contribute to the emergence of multi-drug resistant strains, as is illustrated by the vancomycin resistance determinants that are shared by anaerobic gut commensals and the nosocomial pathogen Enterococcus faecium.
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Affiliation(s)
- Willem van Schaik
- Department of Medical Microbiology, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands
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124
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Davies EV, Winstanley C, Fothergill JL, James CE. The role of temperate bacteriophages in bacterial infection. FEMS Microbiol Lett 2016; 363:fnw015. [PMID: 26825679 DOI: 10.1093/femsle/fnw015] [Citation(s) in RCA: 101] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/22/2016] [Indexed: 12/17/2022] Open
Abstract
Bacteriophages are viruses that infect bacteria. There are an estimated 10(31) phage on the planet, making them the most abundant form of life. We are rapidly approaching the centenary of their identification, and yet still have only a limited understanding of their role in the ecology and evolution of bacterial populations. Temperate prophage carriage is often associated with increased bacterial virulence. The rise in use of technologies, such as genome sequencing and transcriptomics, has highlighted more subtle ways in which prophages contribute to pathogenicity. This review discusses the current knowledge of the multifaceted effects that phage can exert on their hosts and how this may contribute to bacterial adaptation during infection.
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Affiliation(s)
- Emily V Davies
- Institute of Infection and Global Health, University of Liverpool, 8 West Derby Street, Liverpool L69 7BE, UK
| | - Craig Winstanley
- Institute of Infection and Global Health, University of Liverpool, 8 West Derby Street, Liverpool L69 7BE, UK
| | - Joanne L Fothergill
- Institute of Infection and Global Health, University of Liverpool, 8 West Derby Street, Liverpool L69 7BE, UK
| | - Chloe E James
- Biomedical Research Centre and Ecosystems and Environment Research Centre, School of Environment and Life Sciences, University of Salford, Salford, M5 4WT, UK
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125
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Kim MS, Bae JW. Spatial disturbances in altered mucosal and luminal gut viromes of diet-induced obese mice. Environ Microbiol 2016; 18:1498-510. [PMID: 26690305 DOI: 10.1111/1462-2920.13182] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2015] [Revised: 11/28/2015] [Accepted: 12/04/2015] [Indexed: 12/15/2022]
Abstract
Gut microbial biogeography is a key feature of host-microbe relationships. In gut viral ecology, biogeography and responses to dietary intervention remain poorly understood. Here, we conducted a metagenomic study to determine the composition of the mucosal and luminal viromes of the gut and to evaluate the impact of a Western diet on gut viral ecology. We found that mucosal and luminal viral assemblages comprised predominantly temperate phages. The mucosal virome significantly differed from the luminal virome in low-fat diet-fed lean mice, where spatial variation correlated with bacterial microbiota from the mucosa and lumen. The mucosal and luminal viromes of high-fat, high-sucrose 'Western' diet-fed obese mice were significantly enriched with temperate phages of the Caudovirales order. Interestingly, this community alteration occurred to a greater extent in the mucosa than lumen, leading to loss of spatial differences; however, these changes recovered after switching to a low-fat diet. Temperate phages enriched in the Western diet-induced obese mice were associated with the Bacilli, Negativicutes and Bacteroidia classes and temperate phages from the Bacteroidia class particularly encoded stress and niche-specific functions advantageous to bacterial host adaptation. This study illustrates a biogeographic view of the gut virome and phage-bacterial host connections under the diet-induced microbial dysbiosis.
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Affiliation(s)
- Min-Soo Kim
- Department of Life and Nanopharmaceutical Sciences and Department of Biology, Kyung Hee University, 1 Hoegi-dong, Dongdaemun-gu, Seoul, 130-701, Republic of Korea
| | - Jin-Woo Bae
- Department of Life and Nanopharmaceutical Sciences and Department of Biology, Kyung Hee University, 1 Hoegi-dong, Dongdaemun-gu, Seoul, 130-701, Republic of Korea
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126
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Castro-Mejía JL, Muhammed MK, Kot W, Neve H, Franz CMAP, Hansen LH, Vogensen FK, Nielsen DS. Optimizing protocols for extraction of bacteriophages prior to metagenomic analyses of phage communities in the human gut. MICROBIOME 2015; 3:64. [PMID: 26577924 PMCID: PMC4650499 DOI: 10.1186/s40168-015-0131-4] [Citation(s) in RCA: 89] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Accepted: 11/02/2015] [Indexed: 05/18/2023]
Abstract
BACKGROUND The human gut is densely populated with archaea, eukaryotes, bacteria, and their viruses, such as bacteriophages. Advances in high-throughput sequencing (HTS) as well as bioinformatics have opened new opportunities for characterizing the viral communities harbored in our gut. However, limited attention has been given to the efficiency of protocols dealing with extraction of phages from fecal communities prior to HTS and their impact on the metagenomic dataset. RESULTS We describe two optimized methods for extraction of phages from fecal samples based on tangential-flow filtration (TFF) and polyethylene glycol precipitation (PEG) approaches using an adapted method from a published protocol as control (literature-adapted protocol (LIT)). To quantify phage recovery, samples were spiked with low numbers of c2, ϕ29, and T4 phages (representatives of the Siphoviridae, Podoviridae, and Myoviridae families, respectively) and their concentration (plaque-forming units) followed at every step during the extraction procedure. Compared with LIT, TFF and PEG had higher recovery of all spiked phages, yielding up to 16 times more phage particles (PPs) and up to 68 times more phage DNA per volume, increasing thus the chances of extracting low abundant phages. TFF- and PEG-derived metaviromes showed 10% increase in relative abundance of Caudovirales and unclassified phages infecting gut-associated bacteria (>92% for TFF and PEG, 82.4% for LIT). Our methods obtained lower relative abundance of the Myoviridae family (<16%) as compared to the reference protocol (22%). This decline, however, was not considered a true loss of Myoviridae phages but rather a greater level of extraction of Siphoviridae phages (TFF and PEG >32.5%, LIT 22.6%), which was achieved with the enhanced conditions of our procedures (e.g., reduced filter clogging). A high degree of phage diversity in samples extracted using TFF and PEG was documented by transmission electron microscopy. CONCLUSIONS Two procedures (TFF and PEG) for extraction of bacteriophages from fecal samples were optimized using a set of spiked bacteriophages as process control. These protocols are highly efficient tools for extraction and purification of PPs prior to HTS in phage-metavirome studies. Our methods can be easily modified, being thus applicable and adjustable for in principle any solid environmental material in dissolution.
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Affiliation(s)
- Josué L Castro-Mejía
- Department of Food Science, Faculty of Science, University of Copenhagen, Rolighedsvej 26, Frederiksberg, Denmark.
| | - Musemma K Muhammed
- Department of Food Science, Faculty of Science, University of Copenhagen, Rolighedsvej 26, Frederiksberg, Denmark.
| | - Witold Kot
- Department of Biology, Faculty of Science, University of Copenhagen, Universitetsparken 15, Copenhagen, Denmark.
- Department of Environmental Science, Aarhus University, Frederiksborgvej 399, Roskilde, Denmark.
| | - Horst Neve
- Department of Microbiology and Biotechnology, Max Rubner-Institut, Kiel, Germany.
| | - Charles M A P Franz
- Department of Microbiology and Biotechnology, Max Rubner-Institut, Kiel, Germany.
| | - Lars H Hansen
- Department of Environmental Science, Aarhus University, Frederiksborgvej 399, Roskilde, Denmark.
| | - Finn K Vogensen
- Department of Food Science, Faculty of Science, University of Copenhagen, Rolighedsvej 26, Frederiksberg, Denmark.
| | - Dennis S Nielsen
- Department of Food Science, Faculty of Science, University of Copenhagen, Rolighedsvej 26, Frederiksberg, Denmark.
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Pérez-Brocal V, García-López R, Nos P, Beltrán B, Moret I, Moya A. Metagenomic Analysis of Crohn's Disease Patients Identifies Changes in the Virome and Microbiome Related to Disease Status and Therapy, and Detects Potential Interactions and Biomarkers. Inflamm Bowel Dis 2015; 21:2515-32. [PMID: 26313691 DOI: 10.1097/mib.0000000000000549] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND The aim of this study was to survey the bacterial and viral communities in different types of samples from patients with Crohn's disease (CD) at different stages of the disease to relate their distribution with the origin and progression of this disorder. METHODS A total of 42 fecal samples and 15 biopsies from 20 patients with CD and 20 healthy control individuals were collected for bacterial 16S rRNA gene profiling and DNA/RNA virome metagenomic analysis through 454 pyrosequencing. Their composition, abundance, and diversity were analyzed, and comparisons of disease status, patient status, and sample origin were used to determine statistical differences between the groups. RESULTS Bacterial composition and relative abundance in new-onset patients with CD differed markedly from control individuals. Individual variability and sample origin had a stronger impact on viral communities than the disease, contrary to what was observed for bacterial populations although increased numbers of overrepresented viruses were observed in feces from patients with CD. Correlation-based networks were constructed to show potential relations between bacteria and between those and viruses. CONCLUSIONS The bacterial community reflects the disease status of individuals more accurately than their viral counterparts. However, numerous viral biomarkers specifically associated with CD disease were identified. Because viruses can modulate bacterial communities, the correlation networks between both communities constitute a step forward in unraveling their interactions under normal and CD disease conditions.
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Affiliation(s)
- Vicente Pérez-Brocal
- *Genomics and Health Area, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunidad Valenciana (FISABIO)-Salud Pública, Valencia, Spain; †Institut Cavanilles de Biodiversitat i Biologia Evolutiva, Universitat de València, Paterna, Spain; ‡CIBER en Epidemiología y Salud Pública (CIBERESP), Madrid, Spain; §Servicio de Medicina Digestiva, Hospital Universitari i Politècnic La Fe, Valencia, Spain; ‖CIBER en Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain; and ¶Servicio de Medicina Digestiva, Instituto de Investigación Sanitaria La Fe, Valencia, Spain
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128
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Babickova J, Gardlik R. Pathological and therapeutic interactions between bacteriophages, microbes and the host in inflammatory bowel disease. World J Gastroenterol 2015; 21:11321-11330. [PMID: 26525290 PMCID: PMC4616208 DOI: 10.3748/wjg.v21.i40.11321] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Revised: 07/26/2015] [Accepted: 09/14/2015] [Indexed: 02/06/2023] Open
Abstract
The intestinal microbiome is a dynamic system of interactions between the host and its microbes. Under physiological conditions, a fine balance and mutually beneficial relationship is present. Disruption of this balance is a hallmark of inflammatory bowel disease (IBD). Whether an altered microbiome is the consequence or the cause of IBD is currently not fully understood. The pathogenesis of IBD is believed to be a complex interaction between genetic predisposition, the immune system and environmental factors. In the recent years, metagenomic studies of the human microbiome have provided useful data that are helping to assemble the IBD puzzle. In this review, we summarize and discuss current knowledge on the composition of the intestinal microbiota in IBD, host-microbe interactions and therapeutic possibilities using bacteria in IBD. Moreover, an outlook on the possible contribution of bacteriophages in the pathogenesis and therapy of IBD is provided.
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129
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Ogilvie LA, Jones BV. The human gut virome: a multifaceted majority. Front Microbiol 2015; 6:918. [PMID: 26441861 PMCID: PMC4566309 DOI: 10.3389/fmicb.2015.00918] [Citation(s) in RCA: 133] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2015] [Accepted: 08/21/2015] [Indexed: 12/21/2022] Open
Abstract
Here, we outline our current understanding of the human gut virome, in particular the phage component of this ecosystem, highlighting progress, and challenges in viral discovery in this arena. We reveal how developments in high-throughput sequencing technologies and associated data analysis methodologies are helping to illuminate this abundant 'biological dark matter.' Current evidence suggests that the human gut virome is a highly individual but temporally stable collective, dominated by phages exhibiting a temperate lifestyle. This viral community also appears to encode a surprisingly rich functional repertoire that confers a range of attributes to their bacterial hosts, ranging from bacterial virulence and pathogenesis to maintaining host-microbiome stability and community resilience. Despite the significant advances in our understanding of the gut virome in recent years, it is clear that we remain in a period of discovery and revelation, as new methods and technologies begin to provide deeper understanding of the inherent ecological characteristics of this viral ecosystem. As our understanding increases, the nature of the multi-partite interactions occurring between host and microbiome will become clearer, helping us to more rationally define the concepts and principles that will underpin approaches to using human gut virome components for medical or biotechnological applications.
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Affiliation(s)
- Lesley A. Ogilvie
- School of Pharmacy and Biomolecular Sciences, University of BrightonBrighton, UK
- Alacris Theranostics GmbHBerlin, Germany
| | - Brian V. Jones
- School of Pharmacy and Biomolecular Sciences, University of BrightonBrighton, UK
- Queen Victoria Hospital NHS Foundation TrustEast Grinstead, UK
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130
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Henry KA, Arbabi-Ghahroudi M, Scott JK. Beyond phage display: non-traditional applications of the filamentous bacteriophage as a vaccine carrier, therapeutic biologic, and bioconjugation scaffold. Front Microbiol 2015; 6:755. [PMID: 26300850 PMCID: PMC4523942 DOI: 10.3389/fmicb.2015.00755] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2015] [Accepted: 07/10/2015] [Indexed: 12/23/2022] Open
Abstract
For the past 25 years, phage display technology has been an invaluable tool for studies of protein-protein interactions. However, the inherent biological, biochemical, and biophysical properties of filamentous bacteriophage, as well as the ease of its genetic manipulation, also make it an attractive platform outside the traditional phage display canon. This review will focus on the unique properties of the filamentous bacteriophage and highlight its diverse applications in current research. Particular emphases are placed on: (i) the advantages of the phage as a vaccine carrier, including its high immunogenicity, relative antigenic simplicity and ability to activate a range of immune responses, (ii) the phage's potential as a prophylactic and therapeutic agent for infectious and chronic diseases, (iii) the regularity of the virion major coat protein lattice, which enables a variety of bioconjugation and surface chemistry applications, particularly in nanomaterials, and (iv) the phage's large population sizes and fast generation times, which make it an excellent model system for directed protein evolution. Despite their ubiquity in the biosphere, metagenomics work is just beginning to explore the ecology of filamentous and non-filamentous phage, and their role in the evolution of bacterial populations. Thus, the filamentous phage represents a robust, inexpensive, and versatile microorganism whose bioengineering applications continue to expand in new directions, although its limitations in some spheres impose obstacles to its widespread adoption and use.
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Affiliation(s)
- Kevin A. Henry
- Human Health Therapeutics Portfolio, National Research Council Canada, OttawaON, Canada
| | - Mehdi Arbabi-Ghahroudi
- Human Health Therapeutics Portfolio, National Research Council Canada, OttawaON, Canada
- School of Environmental Sciences, University of Guelph, GuelphON, Canada
- Department of Biology, Carleton University, OttawaON, Canada
| | - Jamie K. Scott
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BCCanada
- Faculty of Health Sciences, Simon Fraser University, BurnabyBC, Canada
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131
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Abstract
The mammalian virome includes diverse commensal and pathogenic viruses that evoke a broad range of immune responses from the host. Sustained viral immunomodulation is implicated in a variety of inflammatory diseases, but also confers unexpected benefits to the host. These outcomes of viral infections are often dependent on host genotype. Moreover, it is becoming clear that the virome is part of a dynamic network of microorganisms that inhabit the body. Therefore, viruses can be viewed as a component of the microbiome, and interactions with commensal bacteria and other microbial agents influence their behavior. This piece is a review of our current understanding of how the virome, together with other components of the microbiome, affects the function of the host immune system to regulate health and disease.
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Affiliation(s)
- Ken Cadwell
- Kimmel Center for Biology and Medicine at the Skirball Institute, Department of Microbiology, New York University School of Medicine, New York, NY 10016, USA.
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132
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Hoyles L, Murphy J, Neve H, Heller KJ, Turton JF, Mahony J, Sanderson JD, Hudspith B, Gibson GR, McCartney AL, van Sinderen D. Klebsiella pneumoniae subsp. pneumoniae-bacteriophage combination from the caecal effluent of a healthy woman. PeerJ 2015; 3:e1061. [PMID: 26246963 PMCID: PMC4525690 DOI: 10.7717/peerj.1061] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2015] [Accepted: 06/06/2015] [Indexed: 12/17/2022] Open
Abstract
A sample of caecal effluent was obtained from a female patient who had undergone a routine colonoscopic examination. Bacteria were isolated anaerobically from the sample, and screened against the remaining filtered caecal effluent in an attempt to isolate bacteriophages (phages). A lytic phage, named KLPN1, was isolated on a strain identified as Klebsiella pneumoniae subsp. pneumoniae (capsular type K2, rmpA (+)). This Siphoviridae phage presents a rosette-like tail tip and exhibits depolymerase activity, as demonstrated by the formation of plaque-surrounding haloes that increased in size over the course of incubation. When screened against a panel of clinical isolates of K. pneumoniae subsp. pneumoniae, phage KLPN1 was shown to infect and lyse capsular type K2 strains, though it did not exhibit depolymerase activity on such hosts. The genome of KLPN1 was determined to be 49,037 bp (50.53 %GC) in length, encompassing 73 predicted ORFs, of which 23 represented genes associated with structure, host recognition, packaging, DNA replication and cell lysis. On the basis of sequence analyses, phages KLPN1 (GenBank: KR262148) and 1513 (a member of the family Siphoviridae, GenBank: KP658157) were found to be two new members of the genus "Kp36likevirus."
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Affiliation(s)
- Lesley Hoyles
- School of Microbiology, University College Cork, Cork, Ireland.,Department of Biomedical Sciences, University of Westminster, London, United Kingdom
| | - James Murphy
- School of Microbiology, University College Cork, Cork, Ireland
| | - Horst Neve
- Max Rubner-Institut (MRI), Institute of Microbiology and Biotechnology (MBT), Kiel, Germany
| | - Knut J Heller
- Max Rubner-Institut (MRI), Institute of Microbiology and Biotechnology (MBT), Kiel, Germany
| | - Jane F Turton
- Antimicrobial Resistance and Healthcare Associated Infections Reference Unit, Public Health England-Colindale, London, United Kingdom
| | - Jennifer Mahony
- School of Microbiology, University College Cork, Cork, Ireland
| | - Jeremy D Sanderson
- Department of Gastroenterology, Guy's and St Thomas' NHS Foundation Trust and King's College London, London, United Kingdom
| | - Barry Hudspith
- Department of Gastroenterology, Guy's and St Thomas' NHS Foundation Trust and King's College London, London, United Kingdom
| | - Glenn R Gibson
- Food Microbial Sciences Unit, Department of Food and Nutritional Sciences, University of Reading, Reading, Berkshire, United Kingdom
| | - Anne L McCartney
- Food Microbial Sciences Unit, Department of Food and Nutritional Sciences, University of Reading, Reading, Berkshire, United Kingdom
| | - Douwe van Sinderen
- School of Microbiology, University College Cork, Cork, Ireland.,Alimentary Pharmabiotic Centre, University College Cork, Cork, Ireland
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133
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Roux S, Hallam SJ, Woyke T, Sullivan MB. Viral dark matter and virus-host interactions resolved from publicly available microbial genomes. eLife 2015. [PMID: 26200428 PMCID: PMC4533152 DOI: 10.7554/elife.08490] [Citation(s) in RCA: 294] [Impact Index Per Article: 32.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
The ecological importance of viruses is now widely recognized, yet our limited knowledge of viral sequence space and virus–host interactions precludes accurate prediction of their roles and impacts. In this study, we mined publicly available bacterial and archaeal genomic data sets to identify 12,498 high-confidence viral genomes linked to their microbial hosts. These data augment public data sets 10-fold, provide first viral sequences for 13 new bacterial phyla including ecologically abundant phyla, and help taxonomically identify 7–38% of ‘unknown’ sequence space in viromes. Genome- and network-based classification was largely consistent with accepted viral taxonomy and suggested that (i) 264 new viral genera were identified (doubling known genera) and (ii) cross-taxon genomic recombination is limited. Further analyses provided empirical data on extrachromosomal prophages and coinfection prevalences, as well as evaluation of in silico virus–host linkage predictions. Together these findings illustrate the value of mining viral signal from microbial genomes. DOI:http://dx.doi.org/10.7554/eLife.08490.001 Viruses are infectious particles that can only multiply inside the cells of microbes and other organisms. Little is known about the genetic differences between virus particles (so-called ‘genetic diversity’), especially compared to what we know about the diversity of bacteria, archaea, and other single-celled microbes. This lack of knowledge hampers our understanding of the role viruses play in the evolution of microbial communities and their associated ecosystems. Studying the genetics of the viruses in these communities is challenging. There is no single ‘marker’ gene that can be used to identify all viruses in environmental samples. Also, many of the fragments of viral genomes that have been identified have not yet been linked to their host microbes. Many viruses integrate their genome into the DNA of their host cell, and there are computational tools available that exploit this ability to identify viruses and link them to their host. However, other viruses can live and multiply inside cells without integrating their genome into the host's DNA. Earlier in 2015, researchers developed a new computational tool called VirSorter that can predict virus genome sequences within the DNA extracted from microbes. VirSorter identifies viral genome sequences based on the presence of ‘hallmark’ genes that encode for components found in many virus particles, together with a reference database of genomes from many viruses. Now, Roux et al.—including some of the researchers from the earlier work—use VirSorter to predict viral DNA from publicly available bacteria and archaea genome data. The study identifies over 12,000 viral genomes and links them to their microbial hosts. These data increase the number of viral genome sequences that are publically available by a factor of ten and identify the first viruses associated with 13 new types of bacteria, which include species that are abundant in particular environments. It is possible for several different viruses to infect a single cell at the same time. Some viruses are known to be able to exchange DNA, and if this happens frequently in other viruses, it could have a big impact on how viruses evolve. Roux et al.'s findings suggest that although it is common for several different viruses to infect the same cell, it is relatively rare for these viruses to exchange genetic material. Roux et al.'s findings demonstrate the value of searching publicly available microbial genome data for fragments of viral genomes. These new viral genomes will serve as a useful resource for researchers as they explore the communities of viruses and microbes in natural environments, the human body and in industrial processes. DOI:http://dx.doi.org/10.7554/eLife.08490.002
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Affiliation(s)
- Simon Roux
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, United States
| | - Steven J Hallam
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, Canada
| | - Tanja Woyke
- U.S Department of Energy Joint Genome Institute, Walnut Creek, United States
| | - Matthew B Sullivan
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, United States
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134
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Quaiser A, Dufresne A, Ballaud F, Roux S, Zivanovic Y, Colombet J, Sime-Ngando T, Francez AJ. Diversity and comparative genomics of Microviridae in Sphagnum- dominated peatlands. Front Microbiol 2015; 6:375. [PMID: 25972855 PMCID: PMC4412055 DOI: 10.3389/fmicb.2015.00375] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2015] [Accepted: 04/12/2015] [Indexed: 11/13/2022] Open
Abstract
Microviridae, a family of bacteria-infecting ssDNA viruses, is one of the still poorly characterized bacteriophage groups, even though it includes phage PhiX174, one of the main models in virology for genomic and capsid structure studies. Recent studies suggest that they are diverse and well represented in marine and freshwater virioplankton as well as in human microbiomes. However, their diversity, abundance, and ecological role are completely unknown in soil ecosystems. Here we present the comparative analysis of 17 completely assembled Microviridae genomes from 12 viromes of a Sphagnum-dominated peatland. Phylogenetic analysis of the conserved major capsid protein sequences revealed the affiliation to Gokushovirinae and Pichovirinae as well as to two newly defined subfamilies, the Aravirinae and Stokavirinae. Additionally, two new distinct prophages were identified in the genomes of Parabacteroides merdae and Parabacteroides distasonis representing a potential new subfamily of Microviridae. The differentiation of the subfamilies was confirmed by gene order and similarity analysis. Relative abundance analysis using the affiliation of the major capsid protein (VP1) revealed that Gokushovirinae, followed by Aravirinae, are the most abundant Microviridae in 11 out of 12 peat viromes. Sequences matching the Gokushovirinae and Aravirinae VP1 matching sequences, respectively, accounted for up to 4.19 and 0.65% of the total number of sequences in the corresponding virome, respectively. In this study we provide new genome information of Microviridae and pave the way toward quantitative estimations of Microviridae subfamilies.
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Affiliation(s)
- Achim Quaiser
- UMR CNRS 6553 - ECOBIO, Université de Rennes 1 Rennes, France
| | - Alexis Dufresne
- UMR CNRS 6553 - ECOBIO, Université de Rennes 1 Rennes, France
| | - Flore Ballaud
- UMR CNRS 6553 - ECOBIO, Université de Rennes 1 Rennes, France
| | - Simon Roux
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ USA
| | | | - Jonathan Colombet
- CNRS, Laboratoire Microorganismes: Génome et Environnement - UMR 6023, Université Blaise Pascal Clermont-Ferrand, France
| | - Télesphore Sime-Ngando
- CNRS, Laboratoire Microorganismes: Génome et Environnement - UMR 6023, Université Blaise Pascal Clermont-Ferrand, France
| | - André-Jean Francez
- CNRS, Laboratoire Microorganismes: Génome et Environnement - UMR 6023, Université Blaise Pascal Clermont-Ferrand, France
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135
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Abstract
In this minireview, we examine horizontal gene transfer (HGT) events in the mammalian gastrointestinal tract and their role in the evolutionary adaptation of microorganisms to the gut environment. We explore the notion of the mammalian gut as a melting pot of genetic exchange, resulting in the large extent of HGT occurrence.
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Affiliation(s)
- N Shterzer
- Department of Ruminant Sciences, Institute of Animal Science, Agricultural Research Organization, P.O. Box 6, Bet-Dagan 50250, Israel.,Department of Ruminant Sciences, Institute of Animal Science, Agricultural Research Organization, P.O. Box 6, Bet-Dagan 50250, Israel
| | - I Mizrahi
- Department of Ruminant Sciences, Institute of Animal Science, Agricultural Research Organization, P.O. Box 6, Bet-Dagan 50250, Israel.,Department of Ruminant Sciences, Institute of Animal Science, Agricultural Research Organization, P.O. Box 6, Bet-Dagan 50250, Israel
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136
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Roux S, Enault F, Ravet V, Pereira O, Sullivan MB. Genomic characteristics and environmental distributions of the uncultivated Far-T4 phages. Front Microbiol 2015; 6:199. [PMID: 25852662 PMCID: PMC4360716 DOI: 10.3389/fmicb.2015.00199] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2014] [Accepted: 02/24/2015] [Indexed: 11/13/2022] Open
Abstract
Viral metagenomics (viromics) is a tremendous tool to reveal viral taxonomic and functional diversity across ecosystems ranging from the human gut to the world's oceans. As with microbes however, there appear vast swaths of “dark matter” yet to be documented for viruses, even among relatively well-studied viral types. Here, we use viromics to explore the “Far-T4 phages” sequence space, a neighbor clade from the well-studied T4-like phages that was first detected through PCR study in seawater and subsequently identified in freshwater lakes through 454-sequenced viromes. To advance the description of these viruses beyond this single marker gene, we explore Far-T4 genome fragments assembled from two deeply-sequenced freshwater viromes. Single gene phylogenetic trees confirm that the Far-T4 phages are divergent from the T4-like phages, genome fragments reveal largely collinear genome organizations, and both data led to the delineation of five Far-T4 clades. Three-dimensional models of major capsid proteins are consistent with a T4-like structure, and highlight a highly conserved core flanked by variable insertions. Finally, we contextualize these now better characterized Far-T4 phages by re-analyzing 196 previously published viromes. These suggest that Far-T4 are common in freshwater and seawater as only four of 82 aquatic viromes lacked Far-T4-like sequences. Variability in representation across the five newly identified clades suggests clade-specific niche differentiation may be occurring across the different biomes, though the underlying mechanism remains unidentified. While complete genome assembly from complex communities and the lack of host linkage information still bottleneck virus discovery through viromes, these findings exemplify the power of metagenomics approaches to assess the diversity, evolutionary history, and genomic characteristics of novel uncultivated phages.
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Affiliation(s)
- Simon Roux
- Ecology and Evolutionary Biology, University of Arizona Tucson, AZ, USA
| | - François Enault
- Laboratoire "Microorganismes: Génome et Environnement," Clermont Université, Université Blaise Pascal Clermont-Ferrand, France ; Centre National de la Recherche Scientifique, UMR 6023, Laboratoire Microorganismes: Génome et Environnement Aubière, France
| | - Viviane Ravet
- Laboratoire "Microorganismes: Génome et Environnement," Clermont Université, Université Blaise Pascal Clermont-Ferrand, France ; Centre National de la Recherche Scientifique, UMR 6023, Laboratoire Microorganismes: Génome et Environnement Aubière, France
| | - Olivier Pereira
- Laboratoire "Microorganismes: Génome et Environnement," Clermont Université, Université Blaise Pascal Clermont-Ferrand, France ; Centre National de la Recherche Scientifique, UMR 6023, Laboratoire Microorganismes: Génome et Environnement Aubière, France
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137
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Krupovic M, Forterre P. Single-stranded DNA viruses employ a variety of mechanisms for integration into host genomes. Ann N Y Acad Sci 2015; 1341:41-53. [PMID: 25675979 DOI: 10.1111/nyas.12675] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Single-stranded DNA (ssDNA) viruses are widespread in the environment and include economically, medically, and ecologically important pathogens. Recently, it has been discovered that ssDNA virus genomes are also prevalent in the chromosomes of their bacterial, archaeal, and eukaryotic hosts. Sequences originating from viruses of the families Parvoviridae, Circoviridae, and Geminiviridae are particularly widespread in the genomes of eukaryotes, where they are often fossilized as endogenous viral elements. ssDNA viruses have evolved diverse mechanisms to invade cellular genomes, and these principally vary between viruses infecting bacteria/archaea and eukaryotes. Filamentous bacteriophages (Inoviridae) use at least three major mechanisms of integration. Some of these phages encode integrases of serine or tyrosine recombinase superfamilies, while others utilize DDE transposases of the IS3, IS30, or IS110/IS492 families, whereas some inoviruses, and possibly certain members of the Microviridae, hijack the host XerCD recombination machinery. By contrast, eukaryotic viruses for integration rely on the endonuclease activity of their rolling-circle replication-initiation proteins, mimicking the mechanisms used by some bacterial transposons. Certain bacterial and eukaryotic ssDNA viruses have embraced a transposon-like means of propagation, with occasionally dramatic effects on host genome evolution. Here, we review the diversity of experimentally verified and hypothetical mechanisms of genome integration employed by ssDNA viruses, and consider the evolutionary implications of these processes, particularly in the emergence of novel virus groups.
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Affiliation(s)
- Mart Krupovic
- Institut Pasteur, Unité Biologie Moléculaire du Gène chez les Extrêmophiles, Paris, France
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138
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Kleiner M, Hooper LV, Duerkop BA. Evaluation of methods to purify virus-like particles for metagenomic sequencing of intestinal viromes. BMC Genomics 2015; 16:7. [PMID: 25608871 PMCID: PMC4308010 DOI: 10.1186/s12864-014-1207-4] [Citation(s) in RCA: 126] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2014] [Accepted: 12/24/2014] [Indexed: 01/21/2023] Open
Abstract
Background Viruses are a significant component of the intestinal microbiota in mammals. In recent years, advances in sequencing technologies and data analysis techniques have enabled detailed metagenomic studies investigating intestinal viromes (collections of bacteriophage and eukaryotic viral nucleic acids) and their potential contributions to the ecology of the microbiota. An important component of virome studies is the isolation and purification of virus-like particles (VLPs) from intestinal contents or feces. Several methods have been applied to isolate VLPs from intestinal samples, yet to our knowledge, the efficiency and reproducibility between methods have not been explored. A rigorous evaluation of methods for VLP purification is critical as many studies begin to move from descriptive analyses of virus diversity to studies striving to quantitatively compare viral abundances across many samples. Therefore, reproducible VLP purification methods which allow for high sample throughput are needed. Here we compared and evaluated four methods for VLP purification using artificial intestinal microbiota samples of known bacterial and viral composition. Results We compared the following four methods of VLP purification from fecal samples: (i) filtration + DNase, (ii) dithiothreitol treatment + filtration + DNase, (iii) filtration + DNase + PEG precipitation and (iv) filtration + DNase + CsCl density gradient centrifugation. Three of the four tested methods worked well for VLP purification. We observed several differences between methods related to the removal efficiency of bacterial and host DNAs and biases against specific phages. In particular the CsCl density gradient centrifugation method, which is frequently used for VLP purification, was most efficient in removing host derived DNA, but also showed strong discrimination against specific phages and showed a lower reproducibility of quantitative results. Conclusions Based on our data we recommend the use of methods (i) or (ii) for large scale studies when quantitative comparison of viral abundances across samples is required. The CsCl density gradient centrifugation method, while being excellently suited to achieve highly purified samples, in our opinion, should be used with caution when performing quantitative studies. Electronic supplementary material The online version of this article (doi:10.1186/s12864-014-1207-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Manuel Kleiner
- Department of Immunology, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA. .,Current address: Department of Geoscience, University of Calgary, Calgary, AB, T2N 1 N4, Canada.
| | - Lora V Hooper
- Department of Immunology, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA. .,The Howard Hughes Medical Institute, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
| | - Breck A Duerkop
- Department of Immunology, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
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139
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Prussin AJ, Garcia EB, Marr LC. Total Virus and Bacteria Concentrations in Indoor and Outdoor Air. ENVIRONMENTAL SCIENCE & TECHNOLOGY LETTERS 2015; 2. [PMID: 26225354 PMCID: PMC4515362 DOI: 10.1021/acs.estlett.5b00050] [Citation(s) in RCA: 88] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Viruses play important roles in microbial ecology and some infectious diseases, but relatively little is known about concentrations, sources, transformation, and fate of viruses in the atmosphere. We have measured total airborne concentrations of virus-like and bacteria-like particles (VLPs between 0.02 μm and 0.5 μm in size and BLPs between 0.5 μm and 5 μm) in nine locations: a classroom, a daycare center, a dining facility, a health center, three houses, an office, and outdoors. Indoor concentrations of both VLPs and BLPs were ~105 particles m-3, and the virus-to-bacteria ratio was 0.9 ± 0.1 (mean ± standard deviation across different locations). There were no significant differences in concentration between different indoor environments. VLP and BLP concentrations in outdoor air were 2.6 and 1.6 times higher, respectively, than in indoor air. At the single outdoor site, the virus-to-bacteria ratio was 1.4.
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Affiliation(s)
- Aaron J. Prussin
- Department of Civil and Environmental Engineering, Virginia Tech, 418 Durham Hall, Blacksburg VA 24061
| | - Ellen B. Garcia
- Department of Civil and Environmental Engineering, Virginia Tech, 418 Durham Hall, Blacksburg VA 24061
| | - Linsey C. Marr
- Department of Civil and Environmental Engineering, Virginia Tech, 418 Durham Hall, Blacksburg VA 24061
- Corresponding author phone: (540) 231-6071; fax: (540) 231-7916;
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140
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Lytic activity by temperate phages of Pseudomonas aeruginosa in long-term cystic fibrosis chronic lung infections. ISME JOURNAL 2014; 9:1391-8. [PMID: 25461970 PMCID: PMC4351911 DOI: 10.1038/ismej.2014.223] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2014] [Revised: 09/09/2014] [Accepted: 10/23/2014] [Indexed: 11/08/2022]
Abstract
Pseudomonas aeruginosa is the most common bacterial pathogen infecting the lungs of cystic fibrosis (CF) patients. The transmissible Liverpool epidemic strain (LES) harbours multiple inducible prophages (LESϕ2; LESϕ3; LESϕ4; LESϕ5; and LESϕ6), some of which are known to confer a competitive advantage in an in vivo rat model of chronic lung infection. We used quantitative PCR (Q-PCR) to measure the density and dynamics of all five LES phages in the sputa of 10 LES-infected CF patients over a period of 2 years. In all patients, the densities of free-LES phages were positively correlated with the densities of P. aeruginosa, and total free-phage densities consistently exceeded bacterial host densities 10–100-fold. Further, we observed a negative correlation between the phage-to-bacterium ratio and bacterial density, suggesting a role for lysis by temperate phages in regulation of the bacterial population densities. In 9/10 patients, LESϕ2 and LESϕ4 were the most abundant free phages, which reflects the differential in vitro induction properties of the phages. These data indicate that temperate phages of P. aeruginosa retain lytic activity after prolonged periods of chronic infection in the CF lung, and suggest that temperate phage lysis may contribute to regulation of P. aeruginosa density in vivo.
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141
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Aw TG, Howe A, Rose JB. Metagenomic approaches for direct and cell culture evaluation of the virological quality of wastewater. J Virol Methods 2014; 210:15-21. [DOI: 10.1016/j.jviromet.2014.09.017] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2014] [Revised: 09/15/2014] [Accepted: 09/16/2014] [Indexed: 10/24/2022]
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142
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Dutilh BE, Cassman N, McNair K, Sanchez SE, Silva GGZ, Boling L, Barr JJ, Speth DR, Seguritan V, Aziz RK, Felts B, Dinsdale EA, Mokili JL, Edwards RA. A highly abundant bacteriophage discovered in the unknown sequences of human faecal metagenomes. Nat Commun 2014; 5:4498. [PMID: 25058116 PMCID: PMC4111155 DOI: 10.1038/ncomms5498] [Citation(s) in RCA: 500] [Impact Index Per Article: 50.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2014] [Accepted: 06/25/2014] [Indexed: 01/20/2023] Open
Abstract
Metagenomics, or sequencing of the genetic material from a complete microbial community, is a
promising tool to discover novel microbes and viruses. Viral metagenomes typically contain many
unknown sequences. Here we describe the discovery of a previously unidentified bacteriophage present
in the majority of published human faecal metagenomes, which we refer to as crAssphage. Its
~97 kbp genome is six times more abundant in publicly available metagenomes than all other
known phages together; it comprises up to 90% and 22% of all reads in virus-like particle
(VLP)-derived metagenomes and total community metagenomes, respectively; and it totals 1.68% of all
human faecal metagenomic sequencing reads in the public databases. The majority of
crAssphage-encoded proteins match no known sequences in the database, which is why it was not
detected before. Using a new co-occurrence profiling approach, we predict a Bacteroides host
for this phage, consistent with Bacteroides-related protein homologues and a unique
carbohydrate-binding domain encoded in the phage genome. Metagenomic studies of microbial communities often report DNA sequences from
unidentified viruses. Here, Dutilh et al. analyse metagenomic data to reveal the complete
genome of an abundant, ubiquitous virus from human faeces, and predict that the virus infects
bacteria of the Bacteroides group.
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Affiliation(s)
- Bas E Dutilh
- 1] Centre for Molecular and Biomolecular Informatics, Radboud Institute for Molecular Life Sciences, Radboud university medical centre, Geert Grooteplein 28, 6525 GA Nijmegen, The Netherlands [2] Department of Computer Science, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA [3] Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA [4] Department of Marine Biology, Institute of Biology, Federal University of Rio de Janeiro, Av. Carlos Chagas Fo. 373, Prédio Anexo ao Bloco A do Centro de Ciências da Saúde, Ilha do Fundão, CEP 21941-902 Rio de Janeiro, Brazil
| | - Noriko Cassman
- 1] Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA [2]
| | - Katelyn McNair
- Department of Computer Science, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Savannah E Sanchez
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Genivaldo G Z Silva
- Computational Science Research Center, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Lance Boling
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Jeremy J Barr
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Daan R Speth
- Department of Microbiology, Institute for Water and Wetland Research, Radboud University, Heyendaalseweg 135, 6525 AJ Nijmegen, The Netherlands
| | - Victor Seguritan
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Ramy K Aziz
- 1] Department of Computer Science, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA [2] Department of Microbiology and Immunology, Faculty of Pharmacy, Cairo University, Kasr El-Aini Street, Cairo 11562, Egypt
| | - Ben Felts
- Department of Mathematics, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Elizabeth A Dinsdale
- 1] Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA [2] Computational Science Research Center, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - John L Mokili
- Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA
| | - Robert A Edwards
- 1] Department of Computer Science, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA [2] Department of Marine Biology, Institute of Biology, Federal University of Rio de Janeiro, Av. Carlos Chagas Fo. 373, Prédio Anexo ao Bloco A do Centro de Ciências da Saúde, Ilha do Fundão, CEP 21941-902 Rio de Janeiro, Brazil [3] Computational Science Research Center, San Diego State University, 5500 Campanile Drive, San Diego, California 92182, USA [4] Division of Mathematics and Computer Science, Argonne National Laboratory, 9700 S Cass Ave B109, Argonne, Illinois 60439, USA
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143
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Abeles SR, Pride DT. Molecular bases and role of viruses in the human microbiome. J Mol Biol 2014; 426:3892-906. [PMID: 25020228 PMCID: PMC7172398 DOI: 10.1016/j.jmb.2014.07.002] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2014] [Revised: 06/30/2014] [Accepted: 07/04/2014] [Indexed: 12/24/2022]
Abstract
Viruses are dependent biological entities that interact with the genetic material of most cells on the planet, including the trillions within the human microbiome. Their tremendous diversity renders analysis of human viral communities ("viromes") to be highly complex. Because many of the viruses in humans are bacteriophage, their dynamic interactions with their cellular hosts add greatly to the complexities observed in examining human microbial ecosystems. We are only beginning to be able to study human viral communities on a large scale, mostly as a result of recent and continued advancements in sequencing and bioinformatic technologies. Bacteriophage community diversity in humans not only is inexorably linked to the diversity of their cellular hosts but also is due to their rapid evolution, horizontal gene transfers, and intimate interactions with host nucleic acids. There are vast numbers of observed viral genotypes on many body surfaces studied, including the oral, gastrointestinal, and respiratory tracts, and even in the human bloodstream, which previously was considered a purely sterile environment. The presence of viruses in blood suggests that virome members can traverse mucosal barriers, as indeed these communities are substantially altered when mucosal defenses are weakened. Perhaps the most interesting aspect of human viral communities is the extent to which they can carry gene functions involved in the pathogenesis of their hosts, particularly antibiotic resistance. Persons in close contact with each other have been shown to share a fraction of oral virobiota, which could potentially have important implications for the spread of antibiotic resistance to healthy individuals. Because viruses can have a large impact on ecosystem dynamics through mechanisms such as the transfers of beneficial gene functions or the lysis of certain populations of cellular hosts, they may have both beneficial and detrimental roles that affect human health, including improvements in microbial resilience to disturbances, immune evasion, maintenance of physiologic processes, and altering the microbial community in ways that promote or prevent pathogen colonization.
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Affiliation(s)
- Shira R Abeles
- Department of Medicine, University of California, San Diego, CA 92093, USA
| | - David T Pride
- Department of Medicine, University of California, San Diego, CA 92093, USA; Department of Pathology, University of California, San Diego, CA 92093, USA.
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144
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Prussin AJ, Marr LC, Bibby KJ. Challenges of studying viral aerosol metagenomics and communities in comparison with bacterial and fungal aerosols. FEMS Microbiol Lett 2014; 357:1-9. [PMID: 24891293 DOI: 10.1111/1574-6968.12487] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2014] [Revised: 05/21/2014] [Accepted: 05/23/2014] [Indexed: 01/06/2023] Open
Abstract
Despite the obvious importance of viral transmission and ecology to medicine, epidemiology, ecology, agriculture, and microbiology, the study of viral bioaerosols and community structure has remained a vastly underexplored area, due to both unresolved technical challenges and unrecognized importance. High-throughput, culture-independent techniques such as viral metagenomics are beginning to revolutionize the study of viral ecology. With recent developments in viral metagenomics, characterization of viral bioaerosol communities provides an opportunity for high-impact future research. However, there remain significant challenges for the study of viral bioaerosols compared with viruses in other matrices, such as water, the human gut, and soil. Collecting enough biomass is essential for successful metagenomic analysis, but this is a challenge with viral bioaerosols. Herein, we provide a perspective on the importance of studying viral bioaerosols, the challenges of studying viral community structure, and the potential opportunities for improvements in methods to study viruses in indoor and outdoor air.
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Affiliation(s)
- Aaron J Prussin
- Department of Civil and Environmental Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
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145
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Viertel TM, Ritter K, Horz HP. Viruses versus bacteria-novel approaches to phage therapy as a tool against multidrug-resistant pathogens. J Antimicrob Chemother 2014; 69:2326-36. [PMID: 24872344 DOI: 10.1093/jac/dku173] [Citation(s) in RCA: 131] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Bacteriophage therapy (the application of phages to treat bacterial infections) has a tradition dating back almost a century, but interest in phage therapy slowed down in the West when antibiotics were discovered. With the emerging threat of infections caused by multidrug-resistant bacteria and scarce prospects of newly introduced antibiotics in the future, phages are currently being reconsidered as alternative therapeutics. Conventional phage therapy uses lytic bacteriophages for treatment and recent human clinical trials have revealed encouraging results. In addition, several other modern approaches to phages as therapeutics have been made in vitro and in animal models. Dual therapy with phages and antibiotics has resulted in significant reductions in the number of bacterial pathogens. Bioengineered phages have overcome many of the problems of conventional phage therapy, enabled targeted drug delivery or reversed the resistance of drug-resistant bacteria. The use of enzymes derived from phages, such as endolysin, as therapeutic agents has been efficient in the elimination of Gram-positive pathogens. This review presents novel strategies for phage-related therapies and describes our current knowledge of natural bacteriophages within the human microbiome. Our aim is to provide an overview of the high number of different methodological concepts, thereby encouraging further research on this topic, with the ultimate goal of using phages as therapeutic or preventative medicines in daily clinical practice.
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Affiliation(s)
- Tania Mareike Viertel
- Division of Virology, Institute of Medical Microbiology, RWTH Aachen University Hospital, Pauwelsstrasse 30, D-52074 Aachen, Germany
| | - Klaus Ritter
- Division of Virology, Institute of Medical Microbiology, RWTH Aachen University Hospital, Pauwelsstrasse 30, D-52074 Aachen, Germany
| | - Hans-Peter Horz
- Division of Virology, Institute of Medical Microbiology, RWTH Aachen University Hospital, Pauwelsstrasse 30, D-52074 Aachen, Germany
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146
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De Paepe M, Leclerc M, Tinsley CR, Petit MA. Bacteriophages: an underestimated role in human and animal health? Front Cell Infect Microbiol 2014; 4:39. [PMID: 24734220 PMCID: PMC3975094 DOI: 10.3389/fcimb.2014.00039] [Citation(s) in RCA: 109] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2014] [Accepted: 03/11/2014] [Indexed: 01/07/2023] Open
Abstract
Metagenomic approaches applied to viruses have highlighted their prevalence in almost all microbial ecosystems investigated. In all ecosystems, notably those associated with humans or animals, the viral fraction is dominated by bacteriophages. Whether they contribute to dysbiosis, i.e., the departure from microbiota composition in symbiosis at equilibrium and entry into a state favoring human or animal disease is unknown at present. This review summarizes what has been learnt on phages associated with human and animal microbiota, and focuses on examples illustrating the several ways by which phages may contribute to a shift to pathogenesis, either by modifying population equilibrium, by horizontal transfer, or by modulating immunity.
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Affiliation(s)
- Marianne De Paepe
- Institut National de la Recherche Agronomique, Micalis, UMR 1319 Jouy en Josas, France ; Agroparistech, Micalis, UMR 1319 Jouy en Josas, France
| | - Marion Leclerc
- Institut National de la Recherche Agronomique, Micalis, UMR 1319 Jouy en Josas, France ; Agroparistech, Micalis, UMR 1319 Jouy en Josas, France
| | - Colin R Tinsley
- Institut National de la Recherche Agronomique, Micalis, UMR 1319 Jouy en Josas, France ; Agroparistech, Micalis, UMR 1319 Jouy en Josas, France
| | - Marie-Agnès Petit
- Institut National de la Recherche Agronomique, Micalis, UMR 1319 Jouy en Josas, France ; Agroparistech, Micalis, UMR 1319 Jouy en Josas, France
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147
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Waller AS, Yamada T, Kristensen DM, Kultima JR, Sunagawa S, Koonin EV, Bork P. Classification and quantification of bacteriophage taxa in human gut metagenomes. ISME JOURNAL 2014; 8:1391-402. [PMID: 24621522 DOI: 10.1038/ismej.2014.30] [Citation(s) in RCA: 102] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 08/14/2013] [Revised: 01/17/2014] [Accepted: 01/24/2014] [Indexed: 12/27/2022]
Abstract
Bacteriophages have key roles in microbial communities, to a large extent shaping the taxonomic and functional composition of the microbiome, but data on the connections between phage diversity and the composition of communities are scarce. Using taxon-specific marker genes, we identified and monitored 20 viral taxa in 252 human gut metagenomic samples, mostly at the level of genera. On average, five phage taxa were identified in each sample, with up to three of these being highly abundant. The abundances of most phage taxa vary by up to four orders of magnitude between the samples, and several taxa that are highly abundant in some samples are absent in others. Significant correlations exist between the abundances of some phage taxa and human host metadata: for example, 'Group 936 lactococcal phages' are more prevalent and abundant in Danish samples than in samples from Spain or the United States of America. Quantification of phages that exist as integrated prophages revealed that the abundance profiles of prophages are highly individual-specific and remain unique to an individual over a 1-year time period, and prediction of prophage lysis across the samples identified hundreds of prophages that are apparently active in the gut and vary across the samples, in terms of presence and lytic state. Finally, a prophage-host network of the human gut was established and includes numerous novel host-phage associations.
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Affiliation(s)
- Alison S Waller
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Takuji Yamada
- Department of Biological Information, Tokyo Institute of Technology, Graduate School of Bioscience and Biotechnology, Yokohama, Japan
| | - David M Kristensen
- National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Jens Roat Kultima
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Shinichi Sunagawa
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Eugene V Koonin
- National Center for Biotechnology Information (NCBI), National Library of Medicine (NLM), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Peer Bork
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
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148
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Abstract
Coprolites are fossilized fecal material that can reveal information about ancient intestinal and environmental microbiota. Viral metagenomics has allowed systematic characterization of viral diversity in environmental and human-associated specimens, but little is known about the viral diversity in fossil remains. Here, we analyzed the viral community of a 14th-century coprolite from a closed barrel in a Middle Ages site in Belgium using electron microscopy and metagenomics. Viruses that infect eukaryotes, bacteria, and archaea were detected, and we confirmed the presence of some of them by ad hoc suicide PCR. The coprolite DNA viral metagenome was dominated by sequences showing homologies to phages commonly found in modern stools and soil. Although their phylogenetic compositions differed, the metabolic functions of the viral communities have remained conserved across centuries. Antibiotic resistance was one of the reconstructed metabolic functions detected.
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149
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Marine R, McCarren C, Vorrasane V, Nasko D, Crowgey E, Polson SW, Wommack KE. Caught in the middle with multiple displacement amplification: the myth of pooling for avoiding multiple displacement amplification bias in a metagenome. MICROBIOME 2014; 2:3. [PMID: 24475755 PMCID: PMC3937105 DOI: 10.1186/2049-2618-2-3] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2013] [Accepted: 12/17/2013] [Indexed: 05/04/2023]
Abstract
BACKGROUND Shotgun metagenomics has become an important tool for investigating the ecology of microorganisms. Underlying these investigations is the assumption that metagenome sequence data accurately estimates the census of microbial populations. Multiple displacement amplification (MDA) of microbial community DNA is often used in cases where it is difficult to obtain enough DNA for sequencing; however, MDA can result in amplification biases that may impact subsequent estimates of population census from metagenome data. Some have posited that pooling replicate MDA reactions negates these biases and restores the accuracy of population analyses. This assumption has not been empirically tested. RESULTS Using mock viral communities, we examined the influence of pooling on population-scale analyses. In pooled and single reaction MDA treatments, sequence coverage of viral populations was highly variable and coverage patterns across viral genomes were nearly identical, indicating that initial priming biases were reproducible and that pooling did not alleviate biases. In contrast, control unamplified sequence libraries showed relatively even coverage across phage genomes. CONCLUSIONS MDA should be avoided for metagenomic investigations that require quantitative estimates of microbial taxa and gene functional groups. While MDA is an indispensable technique in applications such as single-cell genomics, amplification biases cannot be overcome by combining replicate MDA reactions. Alternative library preparation techniques should be utilized for quantitative microbial ecology studies utilizing metagenomic sequencing approaches.
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Affiliation(s)
- Rachel Marine
- Delaware Biotechnology Institute, University of Delaware, 15 Innovation Way, Newark, DE 19716, USA
| | - Coleen McCarren
- Washington College, 300 Washington Avenue, Chestertown, MD 21620, USA
| | - Vansay Vorrasane
- Delaware Technical Community College, 400 Stanton-Christiana Road, Newark, DE 19713, USA
| | - Dan Nasko
- Delaware Biotechnology Institute, University of Delaware, 15 Innovation Way, Newark, DE 19716, USA
| | - Erin Crowgey
- Delaware Biotechnology Institute, University of Delaware, 15 Innovation Way, Newark, DE 19716, USA
| | - Shawn W Polson
- Delaware Biotechnology Institute, University of Delaware, 15 Innovation Way, Newark, DE 19716, USA
| | - K Eric Wommack
- Delaware Biotechnology Institute, University of Delaware, 15 Innovation Way, Newark, DE 19716, USA
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150
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Roux S, Krupovic M, Debroas D, Forterre P, Enault F. Assessment of viral community functional potential from viral metagenomes may be hampered by contamination with cellular sequences. Open Biol 2013; 3:130160. [PMID: 24335607 PMCID: PMC3877843 DOI: 10.1098/rsob.130160] [Citation(s) in RCA: 108] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2013] [Accepted: 11/19/2013] [Indexed: 11/12/2022] Open
Abstract
Although the importance of viruses in natural ecosystems is widely acknowledged, the functional potential of viral communities is yet to be determined. Viral genomes are traditionally believed to carry only those genes that are directly pertinent to the viral life cycle, though this view was challenged by the discovery of metabolism genes in several phage genomes. Metagenomic approaches extended these analyses to a community scale, and several studies concluded that microbial and viral communities encompass similar functional potentials. However, these conclusions could originate from the presence of cellular DNA within viral metagenomes. We developed a computational method to estimate the proportion and origin of cellular sequences in a set of 67 published viromes. A quarter of the datasets were found to contain a substantial amount of sequences originating from cellular genomes. When considering only viromes with no cellular DNA detected, the functional potential of viral and microbial communities was found to be fundamentally different-a conclusion more consistent with the actual picture drawn from known viruses. Yet a significant number of cellular metabolism genes was still retrieved in these viromes, suggesting that the presence of auxiliary genes involved in various metabolic pathways within viral genomes is a general trend in the virosphere.
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Affiliation(s)
- Simon Roux
- Laboratoire ‘Microorganismes: Génome et Environnement’, Clermont Université, Université Blaise Pascal, Clermont-Ferrand, France
- CNRS UMR 6023, LMGE, Aubière, France
| | - Mart Krupovic
- Département de Microbiologie, Institut Pasteur, Unité Biologie Moléculaire du Gène chez les Extrêmophiles, Paris, France
| | - Didier Debroas
- Laboratoire ‘Microorganismes: Génome et Environnement’, Clermont Université, Université Blaise Pascal, Clermont-Ferrand, France
- CNRS UMR 6023, LMGE, Aubière, France
| | - Patrick Forterre
- Département de Microbiologie, Institut Pasteur, Unité Biologie Moléculaire du Gène chez les Extrêmophiles, Paris, France
- Laboratoire de Biologie Moléculaire du Gène chez les Extrêmophiles, Institut de Génétique et Microbiologie, Université Paris Sud, CNRS UMR 8621, Orsay, France
| | - François Enault
- Laboratoire ‘Microorganismes: Génome et Environnement’, Clermont Université, Université Blaise Pascal, Clermont-Ferrand, France
- CNRS UMR 6023, LMGE, Aubière, France
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