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Winther K, Kristensen C, Henriksen BL, Hansen LHB, Ryt-Hansen P, Vestergaard G, Skovgaard K, Sandvang D, Boll EJ, Williams AR, Larsen LE. Bacillus subtilis-597 induces changes in lung pathology and inflammation during influenza A virus infection in pigs. Vet Microbiol 2024; 291:110032. [PMID: 38430715 DOI: 10.1016/j.vetmic.2024.110032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 02/15/2024] [Accepted: 02/20/2024] [Indexed: 03/05/2024]
Abstract
In recent years, it has become apparent that imbalances in the gastrointestinal system can impact organs beyond the intestine such as the lungs. Given the established ability of probiotics to modulate the immune system by interacting with gastrointestinal cells, our research aimed to investigate whether administering the probiotic strain Bacillus subtilis-597 could mitigate the outcome of influenza virus infection in pigs. Pigs were fed a diet either with or without the probiotic strain B. subtilis-597 for 14 days before being intranasally inoculated with a swine influenza A H1N2 strain (1 C.2 lineage). Throughout the study, we collected fecal samples, blood samples, and nasal swabs to examine viral shedding and immune gene expression. After seven days of infection, the pigs were euthanized, and lung and ileum tissues were collected for gene expression analysis and pathological examination. Our findings indicate that the administration of B. subtilis-597 exhibit potential in reducing lung lesions, possibly attributable to a general suppression of the immune system as indicated by reduced C-reactive protein (CRP) levels in serum, decreased expression of interferon-stimulated genes (ISGs), and localized reduction of the inflammatory marker serum amyloid A (SAA) in ileum tissue. Notably, the immune-modulatory effects of B. subtilis-597 appeared to be unrelated to the gastrointestinal microbiota, as the composition remained unaltered by both the influenza infection and the administration of B. subtilis-597.
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Affiliation(s)
- Katrine Winther
- Animal and Plant Health & Nutrition, Chr. Hansen A/S, Hoersholm, Denmark; Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark
| | - Charlotte Kristensen
- Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark
| | | | | | - Pia Ryt-Hansen
- Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark
| | - Gisle Vestergaard
- Animal and Plant Health & Nutrition, Chr. Hansen A/S, Hoersholm, Denmark
| | - Kerstin Skovgaard
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kgs Lyngby, Denmark
| | - Dorthe Sandvang
- Animal and Plant Health & Nutrition, Chr. Hansen A/S, Hoersholm, Denmark
| | - Erik Juncker Boll
- Animal and Plant Health & Nutrition, Chr. Hansen A/S, Hoersholm, Denmark
| | - Andrew R Williams
- Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark.
| | - Lars E Larsen
- Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark
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Bender SF, Schulz S, Martínez-Cuesta R, Laughlin RJ, Kublik S, Pfeiffer-Zakharova K, Vestergaard G, Hartman K, Parladé E, Römbke J, Watson CJ, Schloter M, van der Heijden MGA. Simplification of soil biota communities impairs nutrient recycling and enhances above- and belowground nitrogen losses. New Phytol 2023; 240:2020-2034. [PMID: 37700504 DOI: 10.1111/nph.19252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 08/18/2023] [Indexed: 09/14/2023]
Abstract
Agriculture is a major source of nutrient pollution, posing a threat to the earth system functioning. Factors determining the nutrient use efficiency of plant-soil systems need to be identified to develop strategies to reduce nutrient losses while ensuring crop productivity. The potential of soil biota to tighten nutrient cycles by improving plant nutrition and reducing soil nutrient losses is still poorly understood. We manipulated soil biota communities in outdoor lysimeters, planted maize, continuously collected leachates, and measured N2 O- and N2 -gas emissions after a fertilization pulse to test whether differences in soil biota communities affected nutrient recycling and N losses. Lysimeters with strongly simplified soil biota communities showed reduced crop N (-20%) and P (-58%) uptake, strongly increased N leaching losses (+65%), and gaseous emissions (+97%) of N2 O and N2 . Soil metagenomic analyses revealed differences in the abundance of genes responsible for nutrient uptake, nitrate reduction, and denitrification that helped explain the observed nutrient losses. Soil biota are major drivers of nutrient cycling and reductions in the diversity or abundance of certain groups (e.g. through land-use intensification) can disrupt nutrient cycling, reduce agricultural productivity and nutrient use efficiency, and exacerbate environmental pollution and global warming.
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Affiliation(s)
- S Franz Bender
- Plant Soil Interactions, Division Agroecology and Environment, Agroscope, Reckenholzstrasse 191, CH-8046, Zürich, Switzerland
- Department of Plant and Microbial Biology, University of Zürich, Zollikerstrasse 107, CH-8008, Zürich, Switzerland
| | - Stefanie Schulz
- Research Unit for Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
| | - Rubén Martínez-Cuesta
- Research Unit for Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
- Technical University of Munich, Chair for Environmental Microbiology, Emil-Ramann-Straße 2, D-85354, Freising, Germany
| | - Ronald J Laughlin
- Agri-Environment Branch, Agri-Food & Biosciences Institute, Belfast, BT9 5PX, UK
| | - Susanne Kublik
- Research Unit for Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
| | - Kristina Pfeiffer-Zakharova
- Research Unit for Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
| | - Gisle Vestergaard
- Research Unit for Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
- Section for Bioinformatics, Department of Health Technology, Technical University of Denmark, DK-2800, Lyngby, Denmark
| | - Kyle Hartman
- Plant Soil Interactions, Division Agroecology and Environment, Agroscope, Reckenholzstrasse 191, CH-8046, Zürich, Switzerland
| | - Eloi Parladé
- Departament de Genètica i Microbiologia, Universitat Autònoma de Barcelona, 08193, Bellaterra, Spain
| | - Jörg Römbke
- ECT Ökotoxikologie GmbH, Böttgerstr. 2-14, D-65439, Flörsheim, Germany
| | - Catherine J Watson
- Agri-Environment Branch, Agri-Food & Biosciences Institute, Belfast, BT9 5PX, UK
| | - Michael Schloter
- Research Unit for Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
- Technical University of Munich, Chair for Environmental Microbiology, Emil-Ramann-Straße 2, D-85354, Freising, Germany
| | - Marcel G A van der Heijden
- Plant Soil Interactions, Division Agroecology and Environment, Agroscope, Reckenholzstrasse 191, CH-8046, Zürich, Switzerland
- Department of Plant and Microbial Biology, University of Zürich, Zollikerstrasse 107, CH-8008, Zürich, Switzerland
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3
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Shintani M, Vestergaard G, Milaković M, Kublik S, Smalla K, Schloter M, Udiković-Kolić N. Integrons, transposons and IS elements promote diversification of multidrug resistance plasmids and adaptation of their hosts to antibiotic pollutants from pharmaceutical companies. Environ Microbiol 2023; 25:3035-3051. [PMID: 37655671 DOI: 10.1111/1462-2920.16481] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 08/01/2023] [Indexed: 09/02/2023]
Abstract
Plasmids are important vehicles for the dissemination of antibiotic resistance genes (ARGs) among bacteria by conjugation. Here, we determined the complete nucleotide sequences of nine different plasmids previously obtained by exogenous plasmid isolation from river and creek sediments and wastewater from a pharmaceutical company. We identified six IncP/P-1ε plasmids and single members of IncL, IncN and IncFII-like plasmids. Genetic structures of the accessory regions of the IncP/P-1ε plasmids obtained implied that multiple insertions and deletions had occurred, mediated by different transposons and Class 1 integrons with various ARGs. Our study provides compelling evidence that Class 1 integrons, Tn402-like transposons, Tn3-like transposons and/or IS26 played important roles in the acquisition of ARGs across all investigated plasmids. Our plasmid sequencing data provide new insights into how these mobile genetic elements could mediate the acquisition and spread of ARGs in environmental bacteria.
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Affiliation(s)
- Masaki Shintani
- Department of Engineering, Graduate School of Integrated Science and Technology, Shizuoka University, Shizuoka, Japan
- Research Institute of Green Science and Technology, Shizuoka University, Shizuoka, Japan
- Japan Collection of Microorganisms, RIKEN BioResource Research Center, Ibaraki, Japan
| | | | - Milena Milaković
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Croatia
| | - Susanne Kublik
- Research Unit for Comparative Microbiome Analysis, Helmholtz Zentrum München, Zagreb, Germany
| | - Kornelia Smalla
- Institute for Epidemiology and Pathogen Diagnostics, Julius Kühn-Institut, Federal Research Centre for Cultivated Plants, Braunschweig, Germany
| | - Michael Schloter
- Research Unit for Comparative Microbiome Analysis, Helmholtz Zentrum München, Zagreb, Germany
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Kurth JK, Albrecht M, Glaser K, Karsten U, Vestergaard G, Armbruster M, Kublik S, Schmid CAO, Schloter M, Schulz S. Biological soil crusts on agricultural soils of mesic regions promote microbial cross-kingdom co-occurrences and nutrient retention. Front Microbiol 2023; 14:1169958. [PMID: 37520365 PMCID: PMC10382179 DOI: 10.3389/fmicb.2023.1169958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 06/21/2023] [Indexed: 08/01/2023] Open
Abstract
Introduction Biological soil crusts (biocrusts) are known as biological hotspots on undisturbed, nutrient-poor bare soil surfaces and until now, are mostly observed in (semi-) arid regions but are currently poorly understood in agricultural systems. This is a crucial knowledge gap because managed sites of mesic regions can quickly cover large areas. Thus, we addressed the questions (i) if biocrusts from agricultural sites of mesic regions also increase nutrients and microbial biomass as their (semi-) arid counterparts, and (ii) how microbial community assemblage in those biocrusts is influenced by disturbances like different fertilization and tillage regimes. Methods We compared phototrophic biomass, nutrient concentrations as well as the abundance, diversity and co-occurrence of Archaea, Bacteria, and Fungi in biocrusts and bare soils at a site with low agricultural soil quality. Results and Discussion Biocrusts built up significant quantities of phototrophic and microbial biomass and stored more nutrients compared to bare soils independent of the fertilizer applied and the tillage management. Surprisingly, particularly low abundant Actinobacteria were highly connected in the networks of biocrusts. In contrast, Cyanobacteria were rarely connected, which indicates reduced importance within the microbial community of the biocrusts. However, in bare soil networks, Cyanobacteria were the most connected bacterial group and, hence, might play a role in early biocrust formation due to their ability to, e.g., fix nitrogen and thus induce hotspot-like properties. The microbial community composition differed and network complexity was reduced by conventional tillage. Mineral and organic fertilizers led to networks that are more complex with a higher percentage of positive correlations favoring microbe-microbe interactions. Our study demonstrates that biocrusts represent a microbial hotspot on soil surfaces under agricultural use, which may have important implications for sustainable management of such soils in the future.
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Affiliation(s)
- Julia Katharina Kurth
- Chair for Environmental Microbiology, TUM School of Life Science, Technical University Munich, Freising, Germany
- Environmental Health Centre, Research Unit for Comparative Microbiome Analysis, Helmholtz Zentrum München - Deutsches Forschungszentrum für Gesundheit und Umwelt, Neuherberg, Germany
| | - Martin Albrecht
- Department of Applied Ecology and Phycology, Institute of Biological Sciences, University of Rostock, Rostock, Germany
| | - Karin Glaser
- Department of Applied Ecology and Phycology, Institute of Biological Sciences, University of Rostock, Rostock, Germany
| | - Ulf Karsten
- Department of Applied Ecology and Phycology, Institute of Biological Sciences, University of Rostock, Rostock, Germany
| | - Gisle Vestergaard
- Section of Microbiology, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Martin Armbruster
- Agricultural Analytical and Research Institute Speyer (LUFA Speyer), Speyer, Germany
| | - Susanne Kublik
- Environmental Health Centre, Research Unit for Comparative Microbiome Analysis, Helmholtz Zentrum München - Deutsches Forschungszentrum für Gesundheit und Umwelt, Neuherberg, Germany
| | - Christoph A. O. Schmid
- Environmental Health Centre, Research Unit for Comparative Microbiome Analysis, Helmholtz Zentrum München - Deutsches Forschungszentrum für Gesundheit und Umwelt, Neuherberg, Germany
| | - Michael Schloter
- Chair for Environmental Microbiology, TUM School of Life Science, Technical University Munich, Freising, Germany
- Environmental Health Centre, Research Unit for Comparative Microbiome Analysis, Helmholtz Zentrum München - Deutsches Forschungszentrum für Gesundheit und Umwelt, Neuherberg, Germany
| | - Stefanie Schulz
- Environmental Health Centre, Research Unit for Comparative Microbiome Analysis, Helmholtz Zentrum München - Deutsches Forschungszentrum für Gesundheit und Umwelt, Neuherberg, Germany
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Shah SA, Deng L, Thorsen J, Pedersen AG, Dion MB, Castro-Mejía JL, Silins R, Romme FO, Sausset R, Jessen LE, Ndela EO, Hjelmsø M, Rasmussen MA, Redgwell TA, Leal Rodríguez C, Vestergaard G, Zhang Y, Chawes B, Bønnelykke K, Sørensen SJ, Bisgaard H, Enault F, Stokholm J, Moineau S, Petit MA, Nielsen DS. Expanding known viral diversity in the healthy infant gut. Nat Microbiol 2023; 8:986-998. [PMID: 37037943 PMCID: PMC10159846 DOI: 10.1038/s41564-023-01345-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 02/17/2023] [Indexed: 04/12/2023]
Abstract
The gut microbiome is shaped through infancy and impacts the maturation of the immune system, thus protecting against chronic disease later in life. Phages, or viruses that infect bacteria, modulate bacterial growth by lysis and lysogeny, with the latter being especially prominent in the infant gut. Viral metagenomes (viromes) are difficult to analyse because they span uncharted viral diversity, lacking marker genes and standardized detection methods. Here we systematically resolved the viral diversity in faecal viromes from 647 1-year-olds belonging to Copenhagen Prospective Studies on Asthma in Childhood 2010, an unselected Danish cohort of healthy mother-child pairs. By assembly and curation we uncovered 10,000 viral species from 248 virus family-level clades (VFCs). Most (232 VFCs) were previously unknown, belonging to the Caudoviricetes viral class. Hosts were determined for 79% of phage using clustered regularly interspaced short palindromic repeat spacers within bacterial metagenomes from the same children. Typical Bacteroides-infecting crAssphages were outnumbered by undescribed phage families infecting Clostridiales and Bifidobacterium. Phage lifestyles were conserved at the viral family level, with 33 virulent and 118 temperate phage families. Virulent phages were more abundant, while temperate ones were more prevalent and diverse. Together, the viral families found in this study expand existing phage taxonomy and provide a resource aiding future infant gut virome research.
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Affiliation(s)
- Shiraz A Shah
- Copenhagen Prospective Studies on Asthma in Childhood, Copenhagen University Hospital, Herlev-Gentofte, Gentofte, Denmark.
| | - Ling Deng
- Department of Food Science, University of Copenhagen, Copenhagen, Denmark
| | - Jonathan Thorsen
- Copenhagen Prospective Studies on Asthma in Childhood, Copenhagen University Hospital, Herlev-Gentofte, Gentofte, Denmark
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Anders G Pedersen
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Moïra B Dion
- Département de biochimie, de microbiologie, et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec City, Quebec, Canada
- Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec City, Quebec, Canada
| | | | - Ronalds Silins
- Department of Food Science, University of Copenhagen, Copenhagen, Denmark
| | - Fie O Romme
- Department of Food Science, University of Copenhagen, Copenhagen, Denmark
| | - Romain Sausset
- Université Paris-Saclay, INRAE, Agroparistech, Micalis institute, Jouy-en-Josas, France
| | - Leon E Jessen
- Copenhagen Prospective Studies on Asthma in Childhood, Copenhagen University Hospital, Herlev-Gentofte, Gentofte, Denmark
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Eric Olo Ndela
- Lab de Microorganismes: Génome et Environnement, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Mathis Hjelmsø
- Copenhagen Prospective Studies on Asthma in Childhood, Copenhagen University Hospital, Herlev-Gentofte, Gentofte, Denmark
| | - Morten A Rasmussen
- Copenhagen Prospective Studies on Asthma in Childhood, Copenhagen University Hospital, Herlev-Gentofte, Gentofte, Denmark
- Department of Food Science, University of Copenhagen, Copenhagen, Denmark
| | - Tamsin A Redgwell
- Copenhagen Prospective Studies on Asthma in Childhood, Copenhagen University Hospital, Herlev-Gentofte, Gentofte, Denmark
| | - Cristina Leal Rodríguez
- Copenhagen Prospective Studies on Asthma in Childhood, Copenhagen University Hospital, Herlev-Gentofte, Gentofte, Denmark
| | - Gisle Vestergaard
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Yichang Zhang
- Department of Food Science, University of Copenhagen, Copenhagen, Denmark
| | - Bo Chawes
- Copenhagen Prospective Studies on Asthma in Childhood, Copenhagen University Hospital, Herlev-Gentofte, Gentofte, Denmark
| | - Klaus Bønnelykke
- Copenhagen Prospective Studies on Asthma in Childhood, Copenhagen University Hospital, Herlev-Gentofte, Gentofte, Denmark
| | - Søren J Sørensen
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Hans Bisgaard
- Copenhagen Prospective Studies on Asthma in Childhood, Copenhagen University Hospital, Herlev-Gentofte, Gentofte, Denmark
| | - Francois Enault
- Lab de Microorganismes: Génome et Environnement, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Jakob Stokholm
- Copenhagen Prospective Studies on Asthma in Childhood, Copenhagen University Hospital, Herlev-Gentofte, Gentofte, Denmark
- Department of Food Science, University of Copenhagen, Copenhagen, Denmark
| | - Sylvain Moineau
- Département de biochimie, de microbiologie, et de bio-informatique, Faculté des sciences et de génie, Université Laval, Québec City, Quebec, Canada
- Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec City, Quebec, Canada
- Félix d'Hérelle Reference Center for Bacterial Viruses, Université Laval, Québec City, Quebec, Canada
| | - Marie-Agnès Petit
- Université Paris-Saclay, INRAE, Agroparistech, Micalis institute, Jouy-en-Josas, France
| | - Dennis S Nielsen
- Department of Food Science, University of Copenhagen, Copenhagen, Denmark.
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Hui Y, Vestergaard G, Deng L, Kot WP, Thymann T, Brunse A, Nielsen DS. Donor-dependent fecal microbiota transplantation efficacy against necrotizing enterocolitis in preterm pigs. NPJ Biofilms Microbiomes 2022; 8:48. [PMID: 35680942 PMCID: PMC9184500 DOI: 10.1038/s41522-022-00310-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 05/16/2022] [Indexed: 12/20/2022] Open
Abstract
The development of necrotizing enterocolitis (NEC), a life-threatening inflammatory bowel disease affecting preterm infants, is connected with gut microbiota dysbiosis. Using preterm piglets as a model for preterm infants we recently showed that fecal microbiota transplantation (FMT) from healthy suckling piglet donors to newborn preterm piglets decreased the NEC risk. However, in a follow-up study using donor stool from piglets recruited from another farm, this finding could not be replicated. This allowed us to study donor-recipient microbiota dynamics in a controlled model system with a clear difference in NEC phenotype. Preterm piglets (n = 38) were randomly allocated to receive control saline (CON), or rectal FMT using either the ineffective (FMT1) or the effective donor stool (FMT2). All animals were followed for four days before necropsy and gut pathological evaluation. Donor and recipient colonic gut microbiota (GM) were analyzed by 16 S rRNA gene amplicon sequencing and shotgun metagenomics. As expected, only FMT2 recipients were protected against NEC. Both FMT groups had shifted GM composition relative to CON, but FMT2 recipients had a higher lactobacilli relative abundance compared to FMT1. Limosilactobacillus reuteri and Lactobacillus crispatus strains of FMT recipients showed high phylogenetic similarity with their respective donors, indicating engraftment. Moreover, the FMT2 group had a higher lactobacilli replication rate and harbored specific glycosaminoglycan-degrading Bacteroides. In conclusion, subtle species-level donor differences translate to major changes in engraftment dynamics and the ability to prevent NEC. This could have implications for proper donor selection in future FMT trials for NEC prevention.
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Affiliation(s)
- Yan Hui
- Department of Food Science, Faculty of Science, University of Copenhagen, DK-1958, Frederiksberg C, Denmark
| | - Gisle Vestergaard
- Section for Bioinformatics, Department of Health Technology, Technical University of Denmark, DK-2800, Lyngby, Denmark.,Chr. Hansen A/S, 2970, Hoersholm, Denmark
| | - Ling Deng
- Department of Food Science, Faculty of Science, University of Copenhagen, DK-1958, Frederiksberg C, Denmark
| | - Witold Piotr Kot
- Department of Plant and Environmental Sciences, Faculty of Science, University of Copenhagen, Rolighedsvej 26, DK-1958, Frederiksberg C, Denmark
| | - Thomas Thymann
- Department of Veterinary and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, DK-1870, Frederiksberg C, Denmark
| | - Anders Brunse
- Department of Veterinary and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, DK-1870, Frederiksberg C, Denmark.
| | - Dennis Sandris Nielsen
- Department of Food Science, Faculty of Science, University of Copenhagen, DK-1958, Frederiksberg C, Denmark.
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7
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Li X, Rensing C, Vestergaard G, Arumugam M, Nesme J, Gupta S, Brejnrod AD, Sørensen SJ. Metagenomic evidence for co-occurrence of antibiotic, biocide and metal resistance genes in pigs. Environ Int 2022; 158:106899. [PMID: 34598063 DOI: 10.1016/j.envint.2021.106899] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 07/30/2021] [Accepted: 09/22/2021] [Indexed: 06/13/2023]
Abstract
Antibiotic-resistant pathogens constitute an escalating public health concern. Hence a better understanding of the underlying processes responsible for this expansion is urgently needed. Co-selection of heavy metal/biocide and antibiotic resistance genes (ARGs) has been suggested as one potential mechanism promoting the proliferation of antimicrobial resistance (AMR). This paper aims to elucidate this interplay and exploit differences in antibiotic usage to infer patterns of co-selection by the non-antibiotic factors metals and biocides in the context of pig farming. We examined 278 gut metagenomes from pigs with continuous antibiotic exposure, only at weaning and at no exposure. Metals as growth promoters and biocides as disinfectants are currently used with little restrictions in stock farming. The pigs under continuous antibiotic exposure displayed the highest co-occurrence of ARGs and other genetic elements while the pigs under limited use of antibiotics still showed abundant co-occurrences. Pathogens belonging to Enterobacteriaceae displayed increased co-occurrence phenomena, suggesting that this maintenance is not a random selection process from a mobilized pool but pertains to specific phylogenetic clades. These results suggest that metals and biocides displayed strong selective pressures on ARGs exerted by intensive farming, regardless of the current use of antibiotics.
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Affiliation(s)
- Xuanji Li
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Christopher Rensing
- Institute of Environmental Microbiology, College of Resources and Environment, Fujian Agriculture & Forestry University, Fuzhou 350002, China
| | - Gisle Vestergaard
- Section of Bioinformatics, Department of Health Technology, Technical University of Denmark, 2800 Kgs, Lyngby, Denmark
| | - Manimozhiyan Arumugam
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
| | - Joseph Nesme
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Shashank Gupta
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Asker Daniel Brejnrod
- Skaggs School of Pharmacy, University of California San Diego, La Jolla, United States.
| | - Søren Johannes Sørensen
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark
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8
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Haahr T, Clausen TD, Thorsen J, Rasmussen MA, Mortensen MS, Lehtimäki J, Shah SA, Hjelmsø MH, Bønnelykke K, Chawes BL, Vestergaard G, Jacobsson B, Larsson PG, Brix S, Sørensen SJ, Bisgaard H, Stokholm J. Vaginal dysbiosis in pregnancy associates with risk of emergency caesarean section: a prospective cohort study. Clin Microbiol Infect 2021; 28:588-595. [PMID: 34500080 DOI: 10.1016/j.cmi.2021.08.028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 08/16/2021] [Accepted: 08/30/2021] [Indexed: 01/09/2023]
Abstract
OBJECTIVES To investigate changes in vaginal microbiota during pregnancy, and the association between vaginal dysbiosis and reproductive outcomes. METHODS A total of 730 (week 24) and 666 (week 36) vaginal samples from 738 unselected pregnant women were studied by microscopy (Nugent score) and characterized by 16S rRNA gene sequencing. A novel continuous vaginal dysbiosis score was developed based on these methods using a supervised partial least squares model. RESULTS Among women with bacterial vaginosis in week 24 (n = 53), 47% (n = 25) also had bacterial vaginosis in week 36. In contrast, among women without bacterial vaginosis in week 24, only 3% (n = 18) developed bacterial vaginosis in week 36. Vaginal samples dominated by Lactobacillus crispatus (OR 0.35, 95% CI 0.20-0.60) and Lactobacillus iners (OR 0.40, 95% CI 0.23-0.68) in week 24 were significantly more stable by week 36 when compared with other vaginal community state types. Vaginal dysbiosis score at week 24 was associated with a significant increased risk of emergency, but not elective, caesarean section (OR 1.37, 955 CI 1.15-1.64, p < 0.001), suggesting a 37% increased risk per standard deviation increase in vaginal dysbiosis score. CONCLUSIONS Changes in vaginal microbiota from week 24 to week 36 of pregnancy correlated with bacterial vaginosis status and vaginal community state type. A novel vaginal dysbiosis score was associated with a significantly increased risk of emergency, but not elective, caesarean section. This was not found for bacterial vaginosis or any vaginal community state type and could point to the importance of investigating vaginal dysbiosis as a nuanced continuum instead of crude clusters.
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Affiliation(s)
- Thor Haahr
- Department of Clinical Medicine, Aarhus University, Denmark and the Fertility Clinic, Skive Regional Hospital, Skive, Denmark
| | - Tine Dalsgaard Clausen
- Department of Gynaecology and Obstetrics, Nordsjællands Hospital, University of Copenhagen, Hillerød, Denmark
| | - Jonathan Thorsen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Morten A Rasmussen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark; Section of Chemometrics and Analytical Technologies, Department of Food Science, University of Copenhagen, Frederiksberg C, Denmark
| | - Martin S Mortensen
- Section of Microbiology, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Jenni Lehtimäki
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Shiraz A Shah
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Mathis H Hjelmsø
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Klaus Bønnelykke
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Bo L Chawes
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Gisle Vestergaard
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Bo Jacobsson
- Department of Obstetrics and Gynecology, Institute of Clinical Sciences, The Sahlgrenska Academy, University of Gothenburg, Göteborg, Sweden; Department of Genetics and Bioinformatics, Domain of Health Data and Digitalization, Norwegian Institute of Public Health, Oslo, Norway
| | - Per-Göran Larsson
- Department of Obstetrics and Gynecology, Skaraborg Hospital Skövde, Skövde, Sweden; Department of Clinical and Experimental Medicine, University of Linköping, Linköping, Sweden
| | - Susanne Brix
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
| | - Søren J Sørensen
- Section of Microbiology, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Hans Bisgaard
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Jakob Stokholm
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark; Section of Microbiology and Fermentation, Department of Food Science, University of Copenhagen, Frederiksberg C, Denmark.
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9
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Stokholm J, Thorsen J, Blaser MJ, Rasmussen MA, Hjelmsø M, Shah S, Christensen ED, Chawes BL, Bønnelykke K, Brix S, Mortensen MS, Brejnrod A, Vestergaard G, Trivedi U, Sørensen SJ, Bisgaard H. Delivery mode and gut microbial changes correlate with an increased risk of childhood asthma. Sci Transl Med 2021; 12:12/569/eaax9929. [PMID: 33177184 DOI: 10.1126/scitranslmed.aax9929] [Citation(s) in RCA: 79] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 12/18/2019] [Accepted: 06/15/2020] [Indexed: 12/11/2022]
Abstract
There have been reports of associations between cesarean section delivery and the risk of childhood asthma, potentially mediated through changes in the gut microbiota. We followed 700 children in the Copenhagen Prospective Studies on Asthma in Childhood2010 (COPSAC2010) cohort prospectively from birth. We examined the effects of cesarean section delivery on gut microbial composition by 16S rRNA gene amplicon sequencing during the first year of life. We then explored whether gut microbial perturbations due to delivery mode were associated with a risk of developing asthma in the first 6 years of life. Delivery by cesarean section was accompanied by marked changes in gut microbiota composition at one week and one month of age, but by one year of age only minor differences persisted compared to vaginal delivery. Increased asthma risk was found in children born by cesarean section only if their gut microbiota composition at 1 year of age still retained a cesarean section microbial signature, suggesting that appropriate maturation of the gut microbiota could mitigate against the increased asthma risk associated with gut microbial changes due to cesarean section delivery.
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Affiliation(s)
- Jakob Stokholm
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2820 Copenhagen, Denmark.,Department of Pediatrics, Slagelse Hospital, 4200 Slagelse, Denmark
| | - Jonathan Thorsen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2820 Copenhagen, Denmark
| | - Martin J Blaser
- Departments of Medicine and Microbiology and Human Microbiome Program, New York University Langone Medical Center, New York, NY 10016, USA.,Center for Advanced Biotechnology and Medicine, Rutgers University, Piscataway, NJ 08854, USA
| | - Morten A Rasmussen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2820 Copenhagen, Denmark.,Section of Chemometrics and Analytical Technologies, Department of Food Science, University of Copenhagen, 1958 Frederiksberg C, Denmark
| | - Mathis Hjelmsø
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2820 Copenhagen, Denmark
| | - Shiraz Shah
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2820 Copenhagen, Denmark
| | - Emil D Christensen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2820 Copenhagen, Denmark
| | - Bo L Chawes
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2820 Copenhagen, Denmark
| | - Klaus Bønnelykke
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2820 Copenhagen, Denmark
| | - Susanne Brix
- Department of Biotechnology and Biomedicine, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Martin S Mortensen
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Asker Brejnrod
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark.,San Diego Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, La Jolla, CA 92093, USA
| | - Gisle Vestergaard
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark.,Section of Bioinformatics, Department of Health Technology, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Urvish Trivedi
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Søren J Sørensen
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark.
| | - Hans Bisgaard
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2820 Copenhagen, Denmark.
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10
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Schulze-Makuch D, Lipus D, Arens FL, Baqué M, Bornemann TLV, de Vera JP, Flury M, Frösler J, Heinz J, Hwang Y, Kounaves SP, Mangelsdorf K, Meckenstock RU, Pannekens M, Probst AJ, Sáenz JS, Schirmack J, Schloter M, Schmitt-Kopplin P, Schneider B, Uhl J, Vestergaard G, Valenzuela B, Zamorano P, Wagner D. Microbial Hotspots in Lithic Microhabitats Inferred from DNA Fractionation and Metagenomics in the Atacama Desert. Microorganisms 2021; 9:microorganisms9051038. [PMID: 34065975 PMCID: PMC8151210 DOI: 10.3390/microorganisms9051038] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 04/29/2021] [Accepted: 05/05/2021] [Indexed: 01/04/2023] Open
Abstract
The existence of microbial activity hotspots in temperate regions of Earth is driven by soil heterogeneities, especially the temporal and spatial availability of nutrients. Here we investigate whether microbial activity hotspots also exist in lithic microhabitats in one of the most arid regions of the world, the Atacama Desert in Chile. While previous studies evaluated the total DNA fraction to elucidate the microbial communities, we here for the first time use a DNA separation approach on lithic microhabitats, together with metagenomics and other analysis methods (i.e., ATP, PLFA, and metabolite analysis) to specifically gain insights on the living and potentially active microbial community. Our results show that hypolith colonized rocks are microbial hotspots in the desert environment. In contrast, our data do not support such a conclusion for gypsum crust and salt rock environments, because only limited microbial activity could be observed. The hypolith community is dominated by phototrophs, mostly Cyanobacteria and Chloroflexi, at both study sites. The gypsum crusts are dominated by methylotrophs and heterotrophic phototrophs, mostly Chloroflexi, and the salt rocks (halite nodules) by phototrophic and halotolerant endoliths, mostly Cyanobacteria and Archaea. The major environmental constraints in the organic-poor arid and hyperarid Atacama Desert are water availability and UV irradiation, allowing phototrophs and other extremophiles to play a key role in desert ecology.
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Affiliation(s)
- Dirk Schulze-Makuch
- Center for Astronomy and Astrophysics, Technische Universität Berlin, 10623 Berlin, Germany; (F.L.A.); (J.H.); (Y.H.); (J.S.)
- GFZ German Research Centre for Geosciences, Section Geomicrobiology, Telegrafenberg, 14473 Potsdam, Germany; (D.L.); (B.S.)
- Leibniz-Institute of Freshwater Ecology and Inland Fisheries (IGB), Department of Experimental Limnology, 16775 Stechlin, Germany
- School of the Environment, Washington State University, Pullman, WA 99163, USA
- Correspondence: (D.S.-M.); (D.W.); Tel.: +49-(30)-314-23736 (D.S.-M.); +49-(331)-288-28800 (D.W.)
| | - Daniel Lipus
- GFZ German Research Centre for Geosciences, Section Geomicrobiology, Telegrafenberg, 14473 Potsdam, Germany; (D.L.); (B.S.)
| | - Felix L. Arens
- Center for Astronomy and Astrophysics, Technische Universität Berlin, 10623 Berlin, Germany; (F.L.A.); (J.H.); (Y.H.); (J.S.)
| | - Mickael Baqué
- German Aerospace Center (DLR), Institute of Planetary Research, 12489 Berlin, Germany;
| | - Till L. V. Bornemann
- Environmental Microbiology and Biotechnology, Department of Chemistry, University of Duisburg-Essen, 45141 Essen, Germany; (T.L.V.B.); (J.F.); (R.U.M.); (M.P.); (A.J.P.)
| | - Jean-Pierre de Vera
- German Aerospace Center (DLR), Microgravity User Support Center (MUSC), 51147 Cologne, Germany;
| | - Markus Flury
- Department of Crop and Soil Science, Washington State University, Pullman, WA 99164, USA;
- Department of Crop and Soil Science, Washington State University, Puyallup, WA 98371, USA
| | - Jan Frösler
- Environmental Microbiology and Biotechnology, Department of Chemistry, University of Duisburg-Essen, 45141 Essen, Germany; (T.L.V.B.); (J.F.); (R.U.M.); (M.P.); (A.J.P.)
| | - Jacob Heinz
- Center for Astronomy and Astrophysics, Technische Universität Berlin, 10623 Berlin, Germany; (F.L.A.); (J.H.); (Y.H.); (J.S.)
| | - Yunha Hwang
- Center for Astronomy and Astrophysics, Technische Universität Berlin, 10623 Berlin, Germany; (F.L.A.); (J.H.); (Y.H.); (J.S.)
| | - Samuel P. Kounaves
- Department of Chemistry, Tufts University, Boston, MA 02155, USA;
- Department of Earth Science & Engineering, Imperial College London, London SW7 2AZ, UK
| | - Kai Mangelsdorf
- GFZ German Research Centre for Geosciences, Section Organic Geochemistry, 14473 Potsdam, Germany;
| | - Rainer U. Meckenstock
- Environmental Microbiology and Biotechnology, Department of Chemistry, University of Duisburg-Essen, 45141 Essen, Germany; (T.L.V.B.); (J.F.); (R.U.M.); (M.P.); (A.J.P.)
| | - Mark Pannekens
- Environmental Microbiology and Biotechnology, Department of Chemistry, University of Duisburg-Essen, 45141 Essen, Germany; (T.L.V.B.); (J.F.); (R.U.M.); (M.P.); (A.J.P.)
| | - Alexander J. Probst
- Environmental Microbiology and Biotechnology, Department of Chemistry, University of Duisburg-Essen, 45141 Essen, Germany; (T.L.V.B.); (J.F.); (R.U.M.); (M.P.); (A.J.P.)
| | - Johan S. Sáenz
- Research Unit for Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85764 Neuherberg, Germany; (J.S.S.); (M.S.)
| | - Janosch Schirmack
- Center for Astronomy and Astrophysics, Technische Universität Berlin, 10623 Berlin, Germany; (F.L.A.); (J.H.); (Y.H.); (J.S.)
| | - Michael Schloter
- Research Unit for Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85764 Neuherberg, Germany; (J.S.S.); (M.S.)
| | - Philippe Schmitt-Kopplin
- Research Unit Analytical BioGeoChemistry, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85764 Neuherberg, Germany; (P.-S.K.); (J.U.)
| | - Beate Schneider
- GFZ German Research Centre for Geosciences, Section Geomicrobiology, Telegrafenberg, 14473 Potsdam, Germany; (D.L.); (B.S.)
- Federal Institute for Materials Research and Testing (BAM), 12205 Berlin, Germany
| | - Jenny Uhl
- Research Unit Analytical BioGeoChemistry, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85764 Neuherberg, Germany; (P.-S.K.); (J.U.)
| | - Gisle Vestergaard
- Department of Health Technology, Technical University of Denmark, 2800 Lyngby, Denmark;
| | - Bernardita Valenzuela
- Laboratorio de Microorganismos Extremófilos, Instituto Antofagasta, Universidad de Antofagasta, Av. Angamos 601, Antofagasta 1240000, Chile; (B.V.); (P.Z.)
| | - Pedro Zamorano
- Laboratorio de Microorganismos Extremófilos, Instituto Antofagasta, Universidad de Antofagasta, Av. Angamos 601, Antofagasta 1240000, Chile; (B.V.); (P.Z.)
| | - Dirk Wagner
- GFZ German Research Centre for Geosciences, Section Geomicrobiology, Telegrafenberg, 14473 Potsdam, Germany; (D.L.); (B.S.)
- Institute of Geosciences, University of Potsdam, Karl-Liebknecht-Str. 24-25, 14476 Potsdam, Germany
- Correspondence: (D.S.-M.); (D.W.); Tel.: +49-(30)-314-23736 (D.S.-M.); +49-(331)-288-28800 (D.W.)
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11
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Tanuwidjaja I, Vogel C, Pronk GJ, Schöler A, Kublik S, Vestergaard G, Kögel-Knabner I, Mrkonjic Fuka M, Schloter M, Schulz S. Microbial Key Players Involved in P Turnover Differ in Artificial Soil Mixtures Depending on Clay Mineral Composition. Microb Ecol 2021; 81:897-907. [PMID: 33161521 PMCID: PMC8062357 DOI: 10.1007/s00248-020-01635-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Accepted: 10/27/2020] [Indexed: 05/24/2023]
Abstract
Nutrient turnover in soils is strongly driven by soil properties, including clay mineral composition. One main nutrient is phosphorus (P), which is known to be easily immobilized in soil. Therefore, the specific surface characteristics of clay minerals might substantially influence P availability in soil and thus the microbial strategies for accessing P pools. We used a metagenomic approach to analyze the microbial potential to access P after 842 days of incubation in artificial soils with a clay mineral composition of either non-expandable illite (IL) or expandable montmorillonite (MT), which differ in their surface characteristics like soil surface area and surface charge. Our data indicate that microorganisms of the two soils developed different strategies to overcome P depletion, resulting in similar total P concentrations. Genes predicted to encode inorganic pyrophosphatase (ppa), exopolyphosphatase (ppx), and the pstSCAB transport system were higher in MT, suggesting effective P uptake and the use of internal poly-P stores. Genes predicted to encode enzymes involved in organic P turnover like alkaline phosphatases (phoA, phoD) and glycerophosphoryl diester phosphodiesterase were detected in both soils in comparable numbers. In addition, Po concentrations did not differ significantly. Most identified genes were assigned to microbial lineages generally abundant in agricultural fields, but some were assigned to lineages known to include oligotrophic specialists, such as Bacillaceae and Microchaetaceae.
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Affiliation(s)
- Irina Tanuwidjaja
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Oberschleißheim, Germany
- Department of Microbiology, Faculty of Agriculture, University of Zagreb, Zagreb, Croatia
| | - Cordula Vogel
- Lehrstuhl für Bodenkunde, Technische Universität München, Freising-Weihenstephan, Germany
- Institute of Soil Science and Site Ecology, Dresden University of Technology, Tharandt, Germany
| | - Geertje J Pronk
- Lehrstuhl für Bodenkunde, Technische Universität München, Freising-Weihenstephan, Germany
- Institute for Advanced Study, Technische Universität München, Garching, Germany
- KWR Watercycle Research Institute, Nieuwegein, Netherlands
| | - Anne Schöler
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Oberschleißheim, Germany
| | - Susanne Kublik
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Oberschleißheim, Germany
| | - Gisle Vestergaard
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Oberschleißheim, Germany
- Department of Health Technology, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Ingrid Kögel-Knabner
- Lehrstuhl für Bodenkunde, Technische Universität München, Freising-Weihenstephan, Germany
- Institute for Advanced Study, Technische Universität München, Garching, Germany
| | - Mirna Mrkonjic Fuka
- Department of Microbiology, Faculty of Agriculture, University of Zagreb, Zagreb, Croatia
| | - Michael Schloter
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Oberschleißheim, Germany
- Lehrstuhl für Bodenkunde, Technische Universität München, Freising-Weihenstephan, Germany
| | - Stefanie Schulz
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Oberschleißheim, Germany.
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12
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Chiba A, Uchida Y, Kublik S, Vestergaard G, Buegger F, Schloter M, Schulz S. Soil Bacterial Diversity Is Positively Correlated with Decomposition Rates during Early Phases of Maize Litter Decomposition. Microorganisms 2021; 9:microorganisms9020357. [PMID: 33670245 PMCID: PMC7916959 DOI: 10.3390/microorganisms9020357] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 02/07/2021] [Accepted: 02/09/2021] [Indexed: 12/16/2022] Open
Abstract
This study aimed to investigate the effects of different levels of soil- and plant-associated bacterial diversity on the rates of litter decomposition, and bacterial community dynamics during its early phases. We performed an incubation experiment where soil bacterial diversity (but not abundance) was manipulated by autoclaving and reinoculation. Natural or autoclaved maize leaves were applied to the soils and incubated for 6 weeks. Bacterial diversity was assessed before and during litter decomposition using 16S rRNA gene metabarcoding. We found a positive correlation between litter decomposition rates and soil bacterial diversity. The soil with the highest bacterial diversity was dominated by oligotrophic bacteria including Acidobacteria, Nitrospiraceae, and Gaiellaceae, and its community composition did not change during the incubation. In the less diverse soils, those taxa were absent but were replaced by copiotrophic bacteria, such as Caulobacteraceae and Beijerinckiaceae, until the end of the incubation period. SourceTracker analysis revealed that litter-associated bacteria, such as Beijerinckiaceae, only became part of the bacterial communities in the less diverse soils. This suggests a pivotal role of oligotrophic bacteria during the early phases of litter decomposition and the predominance of copiotrophic bacteria at low diversity.
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Affiliation(s)
- Akane Chiba
- Research Faculty of Agriculture, Hokkaido University, Sapporo 060-8589, Japan; (A.C.); (Y.U.)
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, German Research Centre for Environmental Health, 85764 Neuherberg, Germany; (S.K.); (G.V.); (M.S.)
- Crop Physiology, TUM School of Life Science, Technical University of Munich, 85354 Freising, Germany
| | - Yoshitaka Uchida
- Research Faculty of Agriculture, Hokkaido University, Sapporo 060-8589, Japan; (A.C.); (Y.U.)
| | - Susanne Kublik
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, German Research Centre for Environmental Health, 85764 Neuherberg, Germany; (S.K.); (G.V.); (M.S.)
| | - Gisle Vestergaard
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, German Research Centre for Environmental Health, 85764 Neuherberg, Germany; (S.K.); (G.V.); (M.S.)
- Section of Bioinformatics, Department of Health Technology, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Franz Buegger
- Institute of Biochemical Plant Pathology, Helmholtz Zentrum München, German Research Centre for Environmental Health, 85764 Neuherberg, Germany;
| | - Michael Schloter
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, German Research Centre for Environmental Health, 85764 Neuherberg, Germany; (S.K.); (G.V.); (M.S.)
- TUM School of Life Science, Technical University of Munich, 85354 Freising, Germany
| | - Stefanie Schulz
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, German Research Centre for Environmental Health, 85764 Neuherberg, Germany; (S.K.); (G.V.); (M.S.)
- Correspondence: ; Tel.: +49-(0)89-3187-3054
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13
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Lehtimäki J, Thorsen J, Rasmussen MA, Hjelmsø M, Shah S, Mortensen MS, Trivedi U, Vestergaard G, Bønnelykke K, Chawes BL, Brix S, Sørensen SJ, Bisgaard H, Stokholm J. Urbanized microbiota in infants, immune constitution, and later risk of atopic diseases. J Allergy Clin Immunol 2020; 148:234-243. [PMID: 33338536 DOI: 10.1016/j.jaci.2020.12.621] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 11/11/2020] [Accepted: 12/08/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND Urbanization is linked with an increased burden of asthma and atopic traits. A putative mechanism is insufficient exposure to beneficial microbes early in life, leading to immune dysregulation, as was previously shown for indoor microbial exposures. OBJECTIVE Our aim was to investigate whether urbanization is associated with the microbiota composition in the infants' body and early immune function, and whether these contribute to the later risk of asthma and atopic traits. METHODS We studied the prospective Copenhagen Prospective Studies on Asthma in Childhood 20102010 mother-child cohort of 700 children growing up in areas with different degrees of urbanization. During their first year of life, airway and gut microbiotas, as well as immune marker concentrations, were defined. When the children were 6 years of age, asthma and atopic traits were diagnosed by pediatricians. RESULTS In adjusted analyses, the risk of asthma and aeroallergen sensitization were increased in urban infants. The composition of especially airway but also gut microbiotas differed between urban and rural infants. The living environment-related structure of the airway microbiota was already associated with immune mediator concentrations at 1 month of age. An urbanized structure of the airway and gut microbiotas was associated with an increased risk of asthma coherently during multiple time points and also with the risks of eczema and sensitization. CONCLUSION Our findings suggest that urbanization-related changes in the infant microbiota may elevate the risk of asthma and atopic traits, probably via cross talk with the developing immune system. The airways may facilitate this effect, as they are open for colonization by environmental airborne microbes and serve as an immune interface.
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Affiliation(s)
- Jenni Lehtimäki
- Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Gentofte, Denmark
| | - Jonathan Thorsen
- Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Gentofte, Denmark; Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Morten Arendt Rasmussen
- Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Gentofte, Denmark; Section of Chemometrics and Analytical Technologies, Department of Food Science, University of Copenhagen, Frederiksberg, Denmark
| | - Mathis Hjelmsø
- Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Gentofte, Denmark
| | - Shiraz Shah
- Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Gentofte, Denmark
| | - Martin S Mortensen
- Section of Microbiology, Department of Biology, University of Copenhagen, Copenhagen, Denmark; Host-Microbiota Interactions Laboratory, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, United Kingdom
| | - Urvish Trivedi
- Section of Microbiology, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Gisle Vestergaard
- Section of Microbiology, Department of Biology, University of Copenhagen, Copenhagen, Denmark; Section for Bioinformatics, Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Klaus Bønnelykke
- Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Gentofte, Denmark
| | - Bo Lund Chawes
- Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Gentofte, Denmark
| | - Susanne Brix
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
| | - Søren J Sørensen
- Section of Microbiology, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Hans Bisgaard
- Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Gentofte, Denmark.
| | - Jakob Stokholm
- Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Gentofte, Denmark
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14
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Michas A, Harir M, Lucio M, Vestergaard G, Himmelberg A, Schmitt-Kopplin P, Lueders T, Hatzinikolaou DG, Schöler A, Rabus R, Schloter M. Sulfate Alters the Competition Among Microbiome Members of Sediments Chronically Exposed to Asphalt. Front Microbiol 2020; 11:556793. [PMID: 33133031 PMCID: PMC7550536 DOI: 10.3389/fmicb.2020.556793] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 09/09/2020] [Indexed: 01/23/2023] Open
Abstract
Sulfate-reducing microorganisms (SRMs) often compete with methanogens for common substrates. Due to thermodynamic reasons, SRMs should outcompete methanogens in the presence of sulfate. However, many studies have documented coexistence of these microbial groups in natural environments, suggesting that thermodynamics alone cannot explain the interactions among them. In this study, we investigated how SRMs compete with the established methanogenic communities in sediment from a long-term, electron acceptor-depleted, asphalt-exposed ecosystem and how they affect the composition of the organic material. We hypothesized that, upon addition of sulfate, SRMs (i) outcompete the methanogenic communities and (ii) markedly contribute to transformations of the organic material. We sampled sediments from the test and proximate control sites under anoxic conditions and incubated them in seawater medium with or without sulfate. Abundance and activity pattern of SRMs and methanogens, as well as the total prokaryotic community, were followed for 6 weeks by using qPCR targeting selected marker genes. Some of these genes were also subjected to amplicon sequencing to assess potential shifts in diversity patterns. Alterations of the organic material in the microcosms were determined by mass spectrometry. Our results indicate that the competition of SRMs with methanogens upon sulfate addition strongly depends on the environment studied and the starting microbiome composition. In the asphalt-free sediments (control), the availability of easily degradable organic material (mainly plant-derived) allows SRMs to use a larger variety of substrates, reducing interspecies competition with methanogens. In contrast, the abundant presence of recalcitrant compounds in the asphalt-exposed sediment was associated with a strong competition between SRMs and methanogens, ultimately detrimental for the latter. Our data underpin the importance of the quality of bioavailable organic materials in anoxic environments as a driver for microbial community structure and function.
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Affiliation(s)
- Antonios Michas
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Helmholtz Association of German Research Centers, Neuherberg, Germany.,Chair of Soil Science, Technical University of Munich, Freising-Weihenstephan, Germany
| | - Mourad Harir
- Research Unit Analytical BioGeoChemistry, Helmholtz Zentrum München, Helmholtz Association of German Research Centers, Neuherberg, Germany.,Chair of Analytical Food Chemistry, Technical University of Munich, Freising-Weihenstephan, Germany
| | - Marianna Lucio
- Research Unit Analytical BioGeoChemistry, Helmholtz Zentrum München, Helmholtz Association of German Research Centers, Neuherberg, Germany
| | - Gisle Vestergaard
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Anne Himmelberg
- Institute of Groundwater Ecology, Helmholtz Zentrum München, Helmholtz Association of German Research Centers, Neuherberg, Germany
| | - Philippe Schmitt-Kopplin
- Research Unit Analytical BioGeoChemistry, Helmholtz Zentrum München, Helmholtz Association of German Research Centers, Neuherberg, Germany.,Chair of Analytical Food Chemistry, Technical University of Munich, Freising-Weihenstephan, Germany
| | - Tillmann Lueders
- Department of Ecological Microbiology, University of Bayreuth, Bayreuth, Germany
| | - Dimitris G Hatzinikolaou
- Enzyme and Microbial Biotechnology Unit, Department of Biology, National and Kapodistrian University of Athens, Attica, Greece
| | - Anne Schöler
- Institute for Neuropathology, Charité University Hospital Berlin, Berlin, Germany
| | - Ralf Rabus
- Institute for Chemistry and Biology of the Marine Environment, Carl von Ossietzky University of Oldenburg, Oldenburg, Germany
| | - Michael Schloter
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Helmholtz Association of German Research Centers, Neuherberg, Germany.,Chair of Soil Science, Technical University of Munich, Freising-Weihenstephan, Germany
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15
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Yang L, Schröder P, Vestergaard G, Schloter M, Radl V. Response of Barley Plants to Drought Might Be Associated with the Recruiting of Soil-Borne Endophytes. Microorganisms 2020; 8:E1414. [PMID: 32937884 PMCID: PMC7565417 DOI: 10.3390/microorganisms8091414] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 09/04/2020] [Accepted: 09/10/2020] [Indexed: 11/24/2022] Open
Abstract
Mechanisms used by plants to respond to water limitation have been extensively studied. However, even though the inoculation of beneficial microbes has been shown to improve plant performance under drought stress, the inherent role of soil microbes on plant response has been less considered. In the present work, we assessed the importance of the soil microbiome for the growth of barley plants under drought stress. Plant growth was not significantly affected by the disturbance of the soil microbiome under regular watering. However, after drought stress, we observed a significant reduction in plant biomass, particularly of the root system. Plants grown in the soil with disturbed microbiome were significantly more affected by drought and did not recover two weeks after re-watering. These effects were accompanied by changes in the composition of endophytic fungal and bacterial communities. Under natural conditions, soil-derived plant endophytes were major colonizers of plant roots, such as Glycomyces and Fusarium, whereas, for plants grown in the soil with disturbed microbiome seed-born bacterial endophytes, e.g., Pantoea, Erwinia, and unclassified Pseudomonaceae and fungal genera normally associated with pathogenesis, such as Gibberella and Gaeumannomyces were observed. Therefore, the role of the composition of the indigenous soil microbiota should be considered in future approaches to develop management strategies to make plants more resistant towards abiotic stress, such as drought.
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Affiliation(s)
- Luhua Yang
- Helmholtz Zentrum München, Research Unit Comparative Microbiome Analysis, Ingolstädterlandstr. 1, 85764 Oberschleißheim, Germany; (L.Y.); (P.S.); (M.S.)
| | - Peter Schröder
- Helmholtz Zentrum München, Research Unit Comparative Microbiome Analysis, Ingolstädterlandstr. 1, 85764 Oberschleißheim, Germany; (L.Y.); (P.S.); (M.S.)
| | - Gisle Vestergaard
- Section for Bioinformatics, Department of Health Technology, Technical University of Denmark, DK-2800 Lyngby, Denmark;
| | - Michael Schloter
- Helmholtz Zentrum München, Research Unit Comparative Microbiome Analysis, Ingolstädterlandstr. 1, 85764 Oberschleißheim, Germany; (L.Y.); (P.S.); (M.S.)
| | - Viviane Radl
- Helmholtz Zentrum München, Research Unit Comparative Microbiome Analysis, Ingolstädterlandstr. 1, 85764 Oberschleißheim, Germany; (L.Y.); (P.S.); (M.S.)
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16
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Li X, Trivedi U, Brejnrod AD, Vestergaard G, Mortensen MS, Bertelsen MF, Sørensen SJ. The microbiome of captive hamadryas baboons. Anim Microbiome 2020; 2:25. [PMID: 33499948 PMCID: PMC7807707 DOI: 10.1186/s42523-020-00040-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 06/30/2020] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND The hamadryas baboon (Papio hamadryas) is a highly social primate that lives in complex multilevel societies exhibiting a wide range of group behaviors akin to humans. In contrast to the widely studied human microbiome, there is a paucity of information on the host-associated microbiomes of nonhuman primates (NHPs). Here, our goal was to understand the microbial composition throughout different body sites of cohabiting baboons. RESULTS We analyzed 170 oral, oropharyngeal, cervical, uterine, vaginal, nasal and rectal samples from 16 hamadryas baboons via 16S rRNA gene sequencing. Additionally, raw Miseq sequencing data from 1041 comparable publicly available samples from the human oral cavity, gut and vagina were reanalyzed using the same pipeline. We compared the baboon and human microbiome of the oral cavity, gut and vagina, showing that the baboon microbiome is distinct from the human. Baboon cohabitants share similar microbial profiles in their cervix, uterus, vagina, and gut. The oral cavity, gut and vagina shared more bacterial amplicon sequence variants (ASVs) in group living baboons than in humans. The shared ASVs had significantly positive correlations between most body sites, suggesting a potential bacterial exchange throughout the body. No significant differences in gut microbiome composition were detected within the maternity line and between maternity lines, suggesting that the offspring gut microbiota is shaped primarily through bacterial exchange among cohabitants. Finally, Lactobacillus was not so predominant in baboon vagina as in the human vagina but was the most abundant genus in the baboon gut. CONCLUSIONS This study is the first to provide comprehensive analyses of the baboon microbiota across different body sites. We contrast this to human body sites and find substantially different microbiomes. This group of cohabitating baboons generally showed higher microbial diversity and remarkable similarities between body sites than were observed in humans. These data and findings from one group of baboons can form the basis of future microbiome studies in baboons and be used as a reference in research where the microbiome is expected to impact human modeling with baboons.
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Affiliation(s)
- Xuanji Li
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Urvish Trivedi
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Asker Daniel Brejnrod
- Novo Nordisk Foundation Center for Basic Metabolic Research, Section of Metabolic Genetics, University of Copenhagen, Copenhagen, Denmark
| | - Gisle Vestergaard
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Martin Steen Mortensen
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Mads Frost Bertelsen
- Center for Zoo and Wild Animal Health, Copenhagen Zoo, 2000, Frederiksberg, Denmark
| | - Søren Johannes Sørensen
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100, Copenhagen, Denmark.
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Makarova KS, Karamycheva S, Shah SA, Vestergaard G, Garrett RA, Koonin EV. Predicted highly derived class 1 CRISPR-Cas system in Haloarchaea containing diverged Cas5 and Cas7 homologs but no CRISPR array. FEMS Microbiol Lett 2020; 366:5472869. [PMID: 30993331 DOI: 10.1093/femsle/fnz079] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2019] [Accepted: 04/16/2019] [Indexed: 12/17/2022] Open
Abstract
Screening of genomic and metagenomic databases for new variants of CRISPR-Cas systems increasingly results in the discovery of derived variants that do not seem to possess the interference capacity and are implicated in functions distinct from adaptive immunity. We describe an extremely derived putative class 1 CRISPR-Cas system that is present in many Halobacteria and consists of distant homologs of the Cas5 and Cas7 protein along with an uncharacterized conserved protein and various nucleases. We hypothesize that, although this system lacks typical CRISPR effectors or a CRISPR array, it functions as a RNA-dependent defense mechanism that, unlike other derived CRISPR-Cas, utilizes alternative nucleases to cleave invader genomes.
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Affiliation(s)
- Kira S Makarova
- National Center for Biotechnology Information, National Library of Medicine, 8600 Rockville Pike, Bethesda, MD 20894, USA
| | - Svetlana Karamycheva
- National Center for Biotechnology Information, National Library of Medicine, 8600 Rockville Pike, Bethesda, MD 20894, USA
| | - Shiraz A Shah
- Danish Archaea Centre, Department of Biology, University of Copenhagen, Danish Archaea Centre, Ole Maaloes Vej 5, Copenhagen , DK-2200 Denmark
| | - Gisle Vestergaard
- Section for Bioinformatics, Department of Health Technology, Technical University of Denmark, Anker Engelunds Vej 1, 2800 Kgs. Lyngby, Denmark
| | - Roger A Garrett
- Danish Archaea Centre, Department of Biology, University of Copenhagen, Danish Archaea Centre, Ole Maaloes Vej 5, Copenhagen , DK-2200 Denmark
| | - Eugene V Koonin
- National Center for Biotechnology Information, National Library of Medicine, 8600 Rockville Pike, Bethesda, MD 20894, USA
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Cania B, Vestergaard G, Suhadolc M, Mihelič R, Krauss M, Fliessbach A, Mäder P, Szumełda A, Schloter M, Schulz S. Site-Specific Conditions Change the Response of Bacterial Producers of Soil Structure-Stabilizing Agents Such as Exopolysaccharides and Lipopolysaccharides to Tillage Intensity. Front Microbiol 2020; 11:568. [PMID: 32318044 PMCID: PMC7154075 DOI: 10.3389/fmicb.2020.00568] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 03/16/2020] [Indexed: 01/08/2023] Open
Abstract
Agro-ecosystems experience huge losses of land every year due to soil erosion induced by poor agricultural practices such as intensive tillage. Erosion can be minimized by the presence of stable soil aggregates, the formation of which can be promoted by bacteria. Some of these microorganisms have the ability to produce exopolysaccharides and lipopolysaccharides that "glue" soil particles together. However, little is known about the influence of tillage intensity on the bacterial potential to produce these polysaccharides, even though more stable soil aggregates are usually observed under less intense tillage. As the effects of tillage intensity on soil aggregate stability may vary between sites, we hypothesized that the response of polysaccharide-producing bacteria to tillage intensity is also determined by site-specific conditions. To investigate this, we performed a high-throughput shotgun sequencing of DNA extracted from conventionally and reduced tilled soils from three tillage system field trials characterized by different soil parameters. While we confirmed that the impact of tillage intensity on soil aggregates is site-specific, we could connect improved aggregate stability with increased absolute abundance of genes involved in the production of exopolysaccharides and lipopolysaccharides. The potential to produce polysaccharides was generally promoted under reduced tillage due to the increased microbial biomass. We also found that the response of most potential producers of polysaccharides to tillage was site-specific, e.g., Oxalobacteraceae had higher potential to produce polysaccharides under reduced tillage at one site, and showed the opposite response at another site. However, the response of some potential producers of polysaccharides to tillage did not depend on site characteristics, but rather on their taxonomic affiliation, i.e., all members of Actinobacteria that responded to tillage intensity had higher potential for exopolysaccharide and lipopolysaccharide production specifically under reduced tillage. This could be especially crucial for aggregate stability, as polysaccharides produced by different taxa have different "gluing" efficiency. Overall, our data indicate that tillage intensity could affect aggregate stability by both influencing the absolute abundance of genes involved in the production of exopolysaccharides and lipopolysaccharides, as well as by inducing shifts in the community of potential polysaccharide producers. The effects of tillage intensity depend mostly on site-specific conditions.
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Affiliation(s)
- Barbara Cania
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Neuherberg, Germany
| | - Gisle Vestergaard
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Neuherberg, Germany
- Department of Health Technology, Section for Bioinformatics, Technical University of Denmark, Lyngby, Denmark
| | - Marjetka Suhadolc
- Chair of Soil and Environmental Science, Department of Agronomy, University of Ljubljana, Ljubljana, Slovenia
| | - Rok Mihelič
- Chair of Soil and Environmental Science, Department of Agronomy, University of Ljubljana, Ljubljana, Slovenia
| | - Maike Krauss
- Department of Soil Sciences, Research Institute of Organic Agriculture (FiBL), Frick, Switzerland
| | - Andreas Fliessbach
- Department of Soil Sciences, Research Institute of Organic Agriculture (FiBL), Frick, Switzerland
| | - Paul Mäder
- Department of Soil Sciences, Research Institute of Organic Agriculture (FiBL), Frick, Switzerland
| | | | - Michael Schloter
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Neuherberg, Germany
- Chair of Soil Science, Technical University of Munich, Freising, Germany
| | - Stefanie Schulz
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Neuherberg, Germany
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Sauvêtre A, Węgrzyn A, Yang L, Vestergaard G, Miksch K, Schröder P, Radl V. Enrichment of endophytic Actinobacteria in roots and rhizomes of Miscanthus × giganteus plants exposed to diclofenac and sulfamethoxazole. Environ Sci Pollut Res Int 2020; 27:11892-11904. [PMID: 31981026 DOI: 10.1007/s11356-020-07609-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Accepted: 01/01/2020] [Indexed: 06/10/2023]
Abstract
This study investigates how wastewater containing 2 mg l-1 of sulfamethoxazole (SMX) and 2 mg l-1 of diclofenac (DCF) affects the composition of bacterial communities present in the roots and rhizomes of Miscanthus × giganteus plants grown in laboratory-scale constructed wetlands. Bacterial communities in plant roots and rhizomes were identified in treated and control samples by 16S rRNA amplicon sequencing. Moreover, bacterial endophytes were isolated in R2A and 1/10 869 media and screened for their ability to metabolize SMX and DCF in liquid medium by HPLC. Our results show significant changes in the abundance of main genera, namely Sphingobium and Streptomyces between control and treated plants. Around 70% of the strains isolated from exposed plants belonged to the phylum Actinobacteria and were classified as Streptomyces, Microbacterium, and Glycomyces. In non-exposed plants, Proteobacteria represented 43.5% to 63.6% of the total. We identified 17 strains able to remove SMX and DCF in vitro. From those, 76% were isolated from exposed plants. Classified mainly as Streptomyces, they showed the highest SMX (33%) and DCF (41%) removal efficiency. These isolates, alone or in combination, might be used as bio-inoculants in constructed wetlands to enhance the phytoremediation of SMX and DCF during wastewater treatment.
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Affiliation(s)
- Andrés Sauvêtre
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany.
- HydroSciences Montpellier, UMR 5569, Faculté de Pharmacie, University of Montpellier, Avenue Charles Flahault 15, 34000, Montpellier, France.
| | - Anna Węgrzyn
- Environmental Biotechnology Department, Faculty of Energy and Environmental Engineering, Silesian University of Technology, Gliwice, Poland., Konarskiego 18, 44-100, Gliwice, Poland
| | - Luhua Yang
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany
| | - Gisle Vestergaard
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany
- Institute for Microbiology, University of Copenhagen; Microbiology, Universitetsparken 15, 2100, Copenhagen, Denmark
| | - Korneliusz Miksch
- Environmental Biotechnology Department, Faculty of Energy and Environmental Engineering, Silesian University of Technology, Gliwice, Poland., Konarskiego 18, 44-100, Gliwice, Poland
| | - Peter Schröder
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany
| | - Viviane Radl
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany
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20
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Zadel U, Nesme J, Michalke B, Vestergaard G, Płaza GA, Schröder P, Radl V, Schloter M. Changes induced by heavy metals in the plant-associated microbiome of Miscanthus x giganteus. Sci Total Environ 2020; 711:134433. [PMID: 31818597 DOI: 10.1016/j.scitotenv.2019.134433] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Revised: 09/11/2019] [Accepted: 09/11/2019] [Indexed: 06/10/2023]
Abstract
Miscanthus x giganteus is a high biomass producing plant with tolerance to heavy metals. This makes Miscanthus interesting to be used for phytoremediation of heavy metal contaminated areas coupled with energy production. Since plant performance in metal polluted areas is impaired, their growth and phytoremediation effect can be improved with bacterial assistance. To identify positive and negative responders of M. x giganteus associated microbiome influenced by Cd, Pb and Zn stress compared to non-contaminated controls, we designed a greenhouse experiment. Structure of the bacterial community in three rhizocompartments, namely rhizosphere, rhizoplane and root endosphere was analysed using an isolation independent molecular approach based on 16S rRNA gene barcoding. Furthermore, quantitative PCR (qPCR) was used for bacterial biomass estimation. Our results indicated that biomass and total bacterial diversity in rhizosphere, rhizoplane and root endosphere did not significantly change despite of substantial root uptake of heavy metals. Overall, we detected 6621 OTUs, from which 171 were affected by metal addition. Whereas Streptomyces and Amycolatopsis taxa were negatively affected by the heavy metal treatment in endosphere, taxa assigned to Luteolibacter in rhizosphere and rhizoplane (log2 fold change 1.9-4.1) and Micromonospora in endosphere (log2 fold change 10.2) were found to be significantly enriched and highly abundant (0.1-3.7% relative abundance) under heavy metal stress. Those taxa might be of key importance for M. x giganteus performance under heavy metal pollution and might be interesting candidates for the development of new bioinocula in the future to promote plant growth and phytoremediation in heavy metal contaminated soils.
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Affiliation(s)
- Urška Zadel
- Helmholtz Zentrum München, Research Unit Comparative Microbiome Analysis, Ingolstädter Landstraße 1, 85764 Neuherberg, Germany
| | - Joseph Nesme
- Helmholtz Zentrum München, Research Unit Comparative Microbiome Analysis, Ingolstädter Landstraße 1, 85764 Neuherberg, Germany; University of Copenhagen, Institute for Microbiology, Universitetsparken 15, 2100 Copenhagen, Denmark.
| | - Bernhard Michalke
- Helmholtz Zentrum München, Research Unit Analytical Biogeochemistry, Ingolstädter Landstraße 1, 85764 Neuherberg, Germany.
| | - Gisle Vestergaard
- Helmholtz Zentrum München, Research Unit Comparative Microbiome Analysis, Ingolstädter Landstraße 1, 85764 Neuherberg, Germany; Technical University of Denmark, Section of Bioinformatics, Department of Health Technology, 2800 Kgs. Lyngby, Denmark.
| | - Grażyna A Płaza
- Institute for Ecology of Industrial Areas, Department of Environmental Microbiology, 6 Kossutha Street, 40-844 Katowice, Poland.
| | - Peter Schröder
- Helmholtz Zentrum München, Research Unit Comparative Microbiome Analysis, Ingolstädter Landstraße 1, 85764 Neuherberg, Germany.
| | - Viviane Radl
- Helmholtz Zentrum München, Research Unit Comparative Microbiome Analysis, Ingolstädter Landstraße 1, 85764 Neuherberg, Germany.
| | - Michael Schloter
- Helmholtz Zentrum München, Research Unit Comparative Microbiome Analysis, Ingolstädter Landstraße 1, 85764 Neuherberg, Germany; Technical University of Munich, Chair for Soil Ecology, Emil-Ramann-Straße 2, 85354 Freising, Germany.
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Milaković M, Vestergaard G, González-Plaza JJ, Petrić I, Kosić-Vukšić J, Senta I, Kublik S, Schloter M, Udiković-Kolić N. Effects of industrial effluents containing moderate levels of antibiotic mixtures on the abundance of antibiotic resistance genes and bacterial community composition in exposed creek sediments. Sci Total Environ 2020; 706:136001. [PMID: 31855637 DOI: 10.1016/j.scitotenv.2019.136001] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 11/21/2019] [Accepted: 12/06/2019] [Indexed: 06/10/2023]
Abstract
Environmental discharges of very high (mg/L) antibiotic levels from pharmaceutical production contributed to the selection, spread and persistence of antibiotic resistance. However, the effects of less antibiotic-polluted effluents (μg/L) from drug-formulation on exposed aquatic microbial communities are still scarce. Here we analyzed formulation effluents and sediments from the receiving creek collected at the discharge site (DW0), upstream (UP) and 3000 m downstream of discharge (DW3000) during winter and summer season. Chemical analyses indicated the largest amounts of trimethoprim (up to 5.08 mg/kg) and azithromycin (up to 0.39 mg/kg) at DW0, but sulfonamides accumulated at DW3000 (total up to 1.17 mg/kg). Quantitative PCR revealed significantly increased relative abundance of various antibiotic resistance genes (ARGs) against β-lactams, macrolides, sulfonamides, trimethoprim and tetracyclines in sediments from DW0, despite relatively high background levels of some ARGs already at UP site. However, only sulfonamide (sul2) and macrolide ARG subtypes (mphG and msrE) were still elevated at DW3000 compared to UP. Sequencing of 16S rRNA genes revealed pronounced changes in the sediment bacterial community composition from both DW sites compared to UP site, regardless of the season. Numerous taxa with increased relative abundance at DW0 decreased to background levels at DW3000, suggesting die-off or lack of transport of effluent-originating bacteria. In contrast, various taxa that were more abundant in sediments than in effluents increased in relative abundance at DW3000 but not at DW0, possibly due to selection imposed by high sulfonamide levels. Network analysis revealed strong correlation between some clinically relevant ARGs (e.g. blaGES, blaOXA, ermB, tet39, sul2) and taxa with elevated abundance at DW sites, and known to harbour opportunistic pathogens, such as Acinetobacter, Arcobacter, Aeromonas and Shewanella. Our results demonstrate the necessity for improved management of pharmaceutical and rural waste disposal for mitigating the increasing problems with antibiotic resistance.
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Affiliation(s)
- Milena Milaković
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička 54, P.O. Box 180, 10 002 Zagreb, Croatia
| | - Gisle Vestergaard
- Research Unit for Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764 Neuherberg, Germany; Section for Bioinformatics, Department of Health Technology, Technical University of Denmark, DK-2800 Lyngby, Denmark
| | - Juan Jose González-Plaza
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička 54, P.O. Box 180, 10 002 Zagreb, Croatia
| | - Ines Petrić
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička 54, P.O. Box 180, 10 002 Zagreb, Croatia
| | - Josipa Kosić-Vukšić
- Andrija Štampar Teaching Institute of Public Health, Mirogojska cesta 16, 10 000 Zagreb, Croatia
| | - Ivan Senta
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička 54, P.O. Box 180, 10 002 Zagreb, Croatia
| | - Susanne Kublik
- Research Unit for Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764 Neuherberg, Germany
| | - Michael Schloter
- Research Unit for Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764 Neuherberg, Germany
| | - Nikolina Udiković-Kolić
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička 54, P.O. Box 180, 10 002 Zagreb, Croatia.
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Cania B, Vestergaard G, Kublik S, Köhne JM, Fischer T, Albert A, Winkler B, Schloter M, Schulz S. Biological Soil Crusts from Different Soil Substrates Harbor Distinct Bacterial Groups with the Potential to Produce Exopolysaccharides and Lipopolysaccharides. Microb Ecol 2020; 79:326-341. [PMID: 31372685 DOI: 10.1007/s00248-019-01415-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Accepted: 07/16/2019] [Indexed: 06/10/2023]
Abstract
Biological soil crusts (biocrusts) play an important role in improving soil stability and resistance to erosion by promoting aggregation of soil particles. During initial development, biocrusts are dominated by bacteria. Some bacterial members of the biocrusts can contribute to the formation of soil aggregates by producing exopolysaccharides and lipopolysaccharides that act as "glue" for soil particles. However, little is known about the dynamics of "soil glue" producers during the initial development of biocrusts. We hypothesized that different types of initial biocrusts harbor distinct producers of adhesive polysaccharides. To investigate this, we performed a microcosm experiment, cultivating biocrusts on two soil substrates. High-throughput shotgun sequencing was used to obtain metagenomic information on microbiomes of bulk soils from the beginning of the experiment, and biocrusts sampled after 4 and 10 months of incubation. We discovered that the relative abundance of genes involved in the biosynthesis of exopolysaccharides and lipopolysaccharides increased in biocrusts compared with bulk soils. At the same time, communities of potential "soil glue" producers that were highly similar in bulk soils underwent differentiation once biocrusts started to develop. In the bulk soils, the investigated genes were harbored mainly by Betaproteobacteria, whereas in the biocrusts, the major potential producers of adhesive polysaccharides were, aside from Alphaproteobacteria, either Cyanobacteria or Chloroflexi and Acidobacteria. Overall, our results indicate that the potential to form exopolysaccharides and lipopolysaccharides is an important bacterial trait for initial biocrusts and is maintained despite the shifts in bacterial community composition during biocrust development.
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Affiliation(s)
- Barbara Cania
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München Research Center for Environmental Health (GmbH), Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
| | - Gisle Vestergaard
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München Research Center for Environmental Health (GmbH), Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
- Section for Bioinformatics, Department of Health Technology, Technical University of Denmark, 2800, Lyngby, Denmark
| | - Susanne Kublik
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München Research Center for Environmental Health (GmbH), Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
| | - John Maximilian Köhne
- Department of Soil System Science, Helmholtz Centre for Environmental Research (UFZ), Theodor-Lieser-Straße 4, 06120, Halle, Germany
| | - Thomas Fischer
- Central Analytical Laboratory, Brandenburg Technical University, Konrad-Wachsmann-Allee 6, 03046, Cottbus, Germany
| | - Andreas Albert
- Research Unit Environmental Simulation, Helmholtz Zentrum München Research Center for Environmental Health (GmbH), Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
| | - Barbro Winkler
- Research Unit Environmental Simulation, Helmholtz Zentrum München Research Center for Environmental Health (GmbH), Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
| | - Michael Schloter
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München Research Center for Environmental Health (GmbH), Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
- Chair for Soil Science, Technical University of Munich, Emil-Ramann-Straße 2, 85354, Freising, Germany
| | - Stefanie Schulz
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München Research Center for Environmental Health (GmbH), Ingolstädter Landstraße 1, 85764, Neuherberg, Germany.
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Hjelmsø MH, Shah SA, Thorsen J, Rasmussen M, Vestergaard G, Mortensen MS, Brejnrod A, Brix S, Chawes B, Bønnelykke K, Sørensen SJ, Stokholm J, Bisgaard H. Prenatal dietary supplements influence the infant airway microbiota in a randomized factorial clinical trial. Nat Commun 2020; 11:426. [PMID: 31969566 PMCID: PMC6976654 DOI: 10.1038/s41467-020-14308-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Accepted: 12/10/2019] [Indexed: 12/16/2022] Open
Abstract
Maternal dietary interventions during pregnancy with fish oil and high dose vitamin D have been shown to reduce the incidence of asthma and wheeze in offspring, potentially through microbial effects in pregnancy or early childhood. Here we analyze the bacterial compositions in longitudinal samples from 695 pregnant women and their children according to intervention group in a nested, factorial, double-blind, placebo-controlled, randomized trial of n-3 long-chain fatty acids and vitamin D supplementation. The dietary interventions affect the infant airways, but not the infant fecal or maternal vaginal microbiota. Changes in overall beta diversity are observed, which in turn associates with a change in immune mediator profile. In addition, airway microbial maturation and the relative abundance of specific bacterial genera are altered. Furthermore, mediation analysis reveals the changed airway microbiota to be a minor and non-significant mediator of the protective effect of the dietary interventions on risk of asthma. Our results demonstrate the potential of prenatal dietary supplements as manipulators of the early airway bacterial colonization.
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Affiliation(s)
- Mathis H Hjelmsø
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Shiraz A Shah
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Jonathan Thorsen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Morten Rasmussen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2100, Copenhagen, Denmark
- Section of Chemometrics and Analytical Technologies, Department of Food Science, University of Copenhagen, 1958, Frederiksberg C, Denmark
| | - Gisle Vestergaard
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Martin S Mortensen
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Asker Brejnrod
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Susanne Brix
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Soltofts Plads, 2800, Kongens Lyngby, Denmark
| | - Bo Chawes
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Klaus Bønnelykke
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Søren J Sørensen
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Jakob Stokholm
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Hans Bisgaard
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, 2100, Copenhagen, Denmark.
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Radl V, Winkler JB, Kublik S, Yang L, Winkelmann T, Vestergaard G, Schröder P, Schloter M. Reduced microbial potential for the degradation of phenolic compounds in the rhizosphere of apple plantlets grown in soils affected by replant disease. Environ Microbiome 2019; 14:8. [PMID: 33902732 PMCID: PMC8204438 DOI: 10.1186/s40793-019-0346-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 09/07/2019] [Indexed: 05/05/2023]
Abstract
BACKGROUND Apple replant disease (ARD) is a syndrome that occurs in areas where apple plants or closely related species have been previously cultivated. Even though ARD is a well-known phenomenon, which has been observed in different regions worldwide and occurs independent of the soil type, its causes still remain unclear. RESULTS As expected, the biomass of plants grown in replant soil was significantly lower compared to those grown in control (virgin) soil. A shotgun metagenome analysis showed a clear differentiation between the rhizosphere and bulk soil compartments independent from the soil used. However, significant differences associated with apple replant disease were only observed in the rhizosphere compartment, for which we detected changes in the abundance of major bacterial genera. Interestingly, reads assigned to Actinobacteria were significantly reduced in relative abundance in rhizosphere samples of the soil affected by replant disease. Even though reads assigned to pathogenic fungi were detected, their relative abundance was low and did not differ significantly between the two different soils. Differences in microbiome structure also resulted in shifts in functional pattern. We observed an increase in genes related to stress sensing in the rhizosphere of soils affected by replant disease, whereas genes linked to nutrient sensing and uptake dominated in control soils. Moreover, we observed a lower abundance of genes coding for enzymes which trigger the degradation of aromatic compounds in rhizosphere of soils affected by replant disease, which is probably connected with higher concentration of phenolic compounds, generally associated with disease progression. CONCLUSIONS Our study shows, for the first time, how apple replanting affects soil functioning by altering the soil microbiome. Particularly, the decrease in the abundance of genes which code for enzymes catalyzing the degradation of aromatic compounds, observed in the rhizosphere of plants grown in soil affected by apple replant disease, is of interest. Apple rootstocks are known to synthetize many phenolic compounds, including defense related phytoalexins, which have been considered for long to be connected with the emergence of replant disease. The knowledge gained in this study might help to develop targeted strategies to overcome or at least reduce the effects of ARD symptoms.
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Affiliation(s)
- Viviane Radl
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Munich, Germany
| | - Jana Barbro Winkler
- Research Unit Environmental Simulations, Helmholtz Zentrum München, Munich, Germany
| | - Susanne Kublik
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Munich, Germany
| | - Luhua Yang
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Munich, Germany
| | - Traud Winkelmann
- Woody Plant and Propagation Physiology Section, Institute of Horticultural Production Systems, Leibniz Universität Hannover, Hanover, Germany
| | - Gisle Vestergaard
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Munich, Germany
- Department of Health Technology, Section for Bioinformatics, Technical University of Denmark, Lyngby, Denmark
| | - Peter Schröder
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Munich, Germany
| | - Michael Schloter
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Munich, Germany
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Gupta S, Mortensen MS, Schjørring S, Trivedi U, Vestergaard G, Stokholm J, Bisgaard H, Krogfelt KA, Sørensen SJ. Amplicon sequencing provides more accurate microbiome information in healthy children compared to culturing. Commun Biol 2019; 2:291. [PMID: 31396571 PMCID: PMC6683184 DOI: 10.1038/s42003-019-0540-1] [Citation(s) in RCA: 64] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Accepted: 07/01/2019] [Indexed: 12/17/2022] Open
Abstract
Next-Generation Sequencing (NGS) of 16S rRNA gene is now one of the most widely used application to investigate the microbiota at any given body site in research. Since NGS is more sensitive than traditional culture methods (TCMs), many studies have argued for them to replace TCMs. However, are we really ready for this transition? Here we compare the diagnostic efficiency of the two methods using a large number of samples (n = 1,748 fecal and n = 1,790 hypopharyngeal), among healthy children at different time points. Here we show that bacteria identified by NGS represented 75.70% of the unique bacterial species cultured in each sample, while TCM only identified 23.86% of the bacterial species found by amplicon sequencing. We discuss the pros and cons of both methods and provide perspective on how NGS can be implemented effectively in clinical settings.
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Affiliation(s)
- Shashank Gupta
- 1Section of Microbiology, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Martin S Mortensen
- 1Section of Microbiology, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Susanne Schjørring
- 2Department of Bacterial, Parasites and Fungi, Statens Serum Institut, 2300 Copenhagen S, Denmark
| | - Urvish Trivedi
- 1Section of Microbiology, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Gisle Vestergaard
- 1Section of Microbiology, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark
| | - Jakob Stokholm
- Copenhagen Prospective Studies on Asthma in Childhood, Faculty of Health Sciences, University of Copenhagen, Copenhagen University Hospital Gentofte, Copenhagen, Denmark
| | - Hans Bisgaard
- Copenhagen Prospective Studies on Asthma in Childhood, Faculty of Health Sciences, University of Copenhagen, Copenhagen University Hospital Gentofte, Copenhagen, Denmark
| | - Karen A Krogfelt
- 2Department of Bacterial, Parasites and Fungi, Statens Serum Institut, 2300 Copenhagen S, Denmark
- 4Virus and Microbiological diagnostics, Statens Serum Institut, 2300 Copenhagen S, Denmark
| | - Søren J Sørensen
- 1Section of Microbiology, Department of Biology, University of Copenhagen, 2100 Copenhagen, Denmark
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Treichel NS, Prevoršek Z, Mrak V, Kostrić M, Vestergaard G, Foesel B, Pfeiffer S, Stres B, Schöler A, Schloter M. Effect of the Nursing Mother on the Gut Microbiome of the Offspring During Early Mouse Development. Microb Ecol 2019; 78:517-527. [PMID: 30627762 DOI: 10.1007/s00248-019-01317-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 01/01/2019] [Indexed: 06/09/2023]
Abstract
The development of the gut microbiome is influenced by several factors. It is acquired during and after birth and involves both maternal and environmental factors as well as the genetic disposition of the offspring. However, it is unclear if the microbiome development is directly triggered by the mode of delivery and very early contact with the mother or mostly at later stages of initial development mainly by breast milk provided by the mother. To investigate to what extent the gut microbiome composition of the offspring is determined by the nursing mother, providing breast milk, compared to the birth mother during early development, a cross-fostering experiment involving two genetically different mouse lines was developed, being prone to be obese or lean, respectively. The microbiome of the colon was analyzed by high-throughput 16S rRNA gene sequencing, when the mice were 3 weeks old. The nursing mother affected both α- and β-diversity of the offspring's gut microbiome and shaped its composition. Especially bacterial families directly transferred by breast milk, like Streptococcaceae, or families which are strongly influenced by the quality of the breast milk like Rikenellaceae, showed a strong response. The core microbiome transferred from the obese nursing mother showed a higher robustness in comparison to the microbiome transferred from the lean nursing mother. Overall, the nursing mother impacts the gut microbial composition of the offspring during early development and might play an important role for health and disease of the animals at later stages of life.
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Affiliation(s)
- Nicole Simone Treichel
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Neuherberg, Germany
| | - Zala Prevoršek
- Department of Animal Science, University of Ljubljana, Ljubljana, Slovenia
| | - Vesna Mrak
- Department of Animal Science, University of Ljubljana, Ljubljana, Slovenia
| | - Matea Kostrić
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Neuherberg, Germany
| | - Gisle Vestergaard
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Neuherberg, Germany
- Molecular Microbial Ecology Group, University of Copenhagen, Copenhagen, Denmark
| | - Bärbel Foesel
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Neuherberg, Germany.
| | - Stefan Pfeiffer
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Neuherberg, Germany
- ZIEL - Institute for Food & Health, Technical University of Munich, Freising, Germany
| | - Blaž Stres
- Department of Animal Science, University of Ljubljana, Ljubljana, Slovenia
| | - Anne Schöler
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Neuherberg, Germany
- DKFZ German Cancer Research Center, Berlin, Germany
| | - Michael Schloter
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Neuherberg, Germany
- ZIEL - Institute for Food & Health, Technical University of Munich, Freising, Germany
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27
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Cania B, Vestergaard G, Krauss M, Fliessbach A, Schloter M, Schulz S. A long-term field experiment demonstrates the influence of tillage on the bacterial potential to produce soil structure-stabilizing agents such as exopolysaccharides and lipopolysaccharides. Environ Microbiome 2019; 14:1. [PMID: 33902712 PMCID: PMC7989815 DOI: 10.1186/s40793-019-0341-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Accepted: 03/07/2019] [Indexed: 05/16/2023]
Abstract
BACKGROUND Stable soil aggregates are essential for optimal crop growth and preventing soil erosion. However, tillage is often used in agriculture to loosen the soil, which disrupts the integrity of these aggregates. Soil aggregation can be enhanced by bacteria through their ability to produce exopolysaccharides and lipopolysaccharides. These compounds stabilize soil aggregates by "gluing" soil particles together. However, it has yet to be shown how tillage influences the bacterial potential to produce aggregate-stabilizing agents. Therefore, we sampled conventional and reduced tillage treatments at 0-10 cm, 10-20 cm and 20-50 cm from a long-term field trial in Frick, Switzerland. We compared the stable aggregate fraction of the soil and the bacterial potential to produce exopolysaccharides (EPS) and lipopolysaccharides (LPS) under different tillage regimes by employing a shotgun metagenomic approach. We established a method which combines hidden Markov model searches with blasts against sequences derived from the Kyoto Encyclopedia of Genes and Genomes database to analyze genes specific for the biosynthesis of these compounds. RESULTS Our data revealed that the stable aggregate fraction as well as the bacterial potential to produce EPS and LPS were comparable under both tillage regimes. The highest potential to produce these compounds was found in the upper soil layer, which was disturbed by tillage, but had higher content of organic carbon compared to the layer below the tillage horizon. Additionally, key players of EPS and LPS production differed at different sampling depths. Some families with high potential to produce EPS and LPS, such as Chitinophagaceae and Bradyrhizobiaceae, were more abundant in the upper soil layers, while others, e.g. Nitrospiraceae and Planctomycetaceae, preferred the lowest sampled soil depth. Each family had the potential to form a limited number of different aggregate-stabilizing agents. CONCLUSIONS Our results indicate that conventional tillage and reduced tillage equally promote the bacterial potential to produce EPS and LPS in the tillage horizon. However, as major bacterial groups triggering EPS and LPS formation were not the same, it is likely that gene expression pattern differ in the different treatments due to various pathways of gene induction and transcription in different bacterial species.
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Affiliation(s)
- Barbara Cania
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Ingolstädter Landstraße 1, 85764 Neuherberg, Germany
| | - Gisle Vestergaard
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Ingolstädter Landstraße 1, 85764 Neuherberg, Germany
- Section for Bioinformatics, Department of Health Technology, Technical University of Denmark, 2800 Lyngby, Denmark
| | - Maike Krauss
- Department of Soil Sciences, Research Institute of Organic Agriculture (FiBL), Ackerstrasse 113, 5070 Frick, Switzerland
| | - Andreas Fliessbach
- Department of Soil Sciences, Research Institute of Organic Agriculture (FiBL), Ackerstrasse 113, 5070 Frick, Switzerland
| | - Michael Schloter
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Ingolstädter Landstraße 1, 85764 Neuherberg, Germany
- Soil Science, Technical University of Munich, Emil-Ramann-Straße 2, 85354 Freising, Germany
| | - Stefanie Schulz
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Ingolstädter Landstraße 1, 85764 Neuherberg, Germany
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Sáenz JS, Marques TV, Barone RSC, Cyrino JEP, Kublik S, Nesme J, Schloter M, Rath S, Vestergaard G. Oral administration of antibiotics increased the potential mobility of bacterial resistance genes in the gut of the fish Piaractus mesopotamicus. Microbiome 2019; 7:24. [PMID: 30773139 PMCID: PMC6378726 DOI: 10.1186/s40168-019-0632-7] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Accepted: 01/21/2019] [Indexed: 05/29/2023]
Abstract
BACKGROUND Aquaculture is on the rise worldwide, and the use of antibiotics is fostering higher production intensity. However, recent findings suggest that the use of antibiotics comes at the price of increased antibiotic resistance. Yet, the effect of the oral administration of antibiotics on the mobility of microbial resistance genes in the fish gut is not well understood. In the present study, Piaractus mesopotamicus was used as a model to evaluate the effect of the antimicrobial florfenicol on the diversity of the gut microbiome as well as antibiotic resistance genes (ARGs) and mobile genetic elements (MGEs) using a metagenomic approach. RESULTS The total relative abundance of ARGs and MGEs significantly increased during the antibiotic exposure. Additionally, phage integrases, transposases, and transposons flanking ARGs accumulated in the gut microbiome of P. mesopotamicus because of the antibiotic exposure. MGEs co-occurring with ARGs showed a significant positive correlation with the total ARGs found. Furthermore, shifts in the gut microbiome towards well-known putative pathogens such as Salmonella, Plesiomonas, and Citrobacter were observed following florfenicol treatment. Mainly Plesiomonas and Citrobacter harbored genes that code for multidrug and phenicol efflux pumps. Moreover, several genes related to RNA processing and modification, cell motility, SOS response, and extracellular structure were enriched due to the antibiotic application. The observed effects were visible during the complete application phase and disappeared at the post-exposure phase. CONCLUSIONS Our findings suggest that the oral administration of antibiotics increases the potential for MGE-mediated exchange of ARGs in the gut of fish and could contribute to the enrichment and dispersion of ARGs in aquaculture systems. Importantly, this increase in the potential for ARGs exchange could be an effect of changes in community structure and/or ARG mobilization.
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Affiliation(s)
- Johan S Sáenz
- Comparative Microbiome Analysis, Helmholtz Zentrum München, Neuherberg, 85764, Germany
| | | | - Rafael Simões Coelho Barone
- Departamento de Zootecnia, Escola Superior de Agricultura Luiz de Queiroz, University of São Paulo, Piracicaba, Brazil
| | - José Eurico Possebon Cyrino
- Departamento de Zootecnia, Escola Superior de Agricultura Luiz de Queiroz, University of São Paulo, Piracicaba, Brazil
| | - Susanne Kublik
- Comparative Microbiome Analysis, Helmholtz Zentrum München, Neuherberg, 85764, Germany
| | - Joseph Nesme
- Comparative Microbiome Analysis, Helmholtz Zentrum München, Neuherberg, 85764, Germany
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100, Copenhagen, Denmark
| | - Michael Schloter
- Comparative Microbiome Analysis, Helmholtz Zentrum München, Neuherberg, 85764, Germany.
- ZIEL - Institute for Food & Health, Technical University of Munich, 85354, Freising, Germany.
| | - Susanne Rath
- Institute of Chemistry, University of Campinas, Campinas, Brazil
| | - Gisle Vestergaard
- Comparative Microbiome Analysis, Helmholtz Zentrum München, Neuherberg, 85764, Germany
- Section of Microbiology, Department of Biology, University of Copenhagen, 2100, Copenhagen, Denmark
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Milaković M, Vestergaard G, González-Plaza JJ, Petrić I, Šimatović A, Senta I, Kublik S, Schloter M, Smalla K, Udiković-Kolić N. Pollution from azithromycin-manufacturing promotes macrolide-resistance gene propagation and induces spatial and seasonal bacterial community shifts in receiving river sediments. Environ Int 2019; 123:501-511. [PMID: 30622075 DOI: 10.1016/j.envint.2018.12.050] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Revised: 12/05/2018] [Accepted: 12/22/2018] [Indexed: 06/09/2023]
Abstract
Effluents from antibiotic manufacturing may contain high concentrations of antibiotics, which are the main driving force behind the selection and spread of antibiotic resistance genes in the environment. However, our knowledge about the impact of such effluent discharges on the antibiotic resistome and bacterial communities is still limited. To gain insight into this impact, we collected effluents from an azithromycin-manufacturing industry discharge site as well as upstream and downstream sediments from the receiving Sava river during both winter and summer season. Chemical analyses of sediment and effluent samples indicated that the effluent discharge significantly increased the amount of macrolide antibiotics, heavy metals and nutrients in the receiving river sediments. Quantitative PCR revealed a significant increase of relative abundances of macrolide-resistance genes and class 1 integrons in effluent-impacted sediments. Amplicon sequencing of 16S rRNA genes showed spatial and seasonal bacterial community shifts in the receiving sediments. Redundancy analysis and Mantel test indicated that macrolides and copper together with nutrients significantly correlated with community shift close to the effluent discharge site. The number of taxa that were significantly increased in relative abundance at the discharge site decreased rapidly at the downstream sites, showing the resilience of the indigenous sediment bacterial community. Seasonal changes in the chemical properties of the sediment along with changes in effluent community composition could be responsible for sediment community shifts between winter and summer. Altogether, this study showed that the discharge of pharmaceutical effluents altered physicochemical characteristics and bacterial community of receiving river sediments, which contributed to the enrichment of macrolide-resistance genes and integrons.
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Affiliation(s)
- Milena Milaković
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička 54, P.O. Box 180, 10 002 Zagreb, Croatia
| | - Gisle Vestergaard
- Research Unit Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764 Neuherberg, Germany
| | - Juan J González-Plaza
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička 54, P.O. Box 180, 10 002 Zagreb, Croatia
| | - Ines Petrić
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička 54, P.O. Box 180, 10 002 Zagreb, Croatia
| | - Ana Šimatović
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička 54, P.O. Box 180, 10 002 Zagreb, Croatia
| | - Ivan Senta
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička 54, P.O. Box 180, 10 002 Zagreb, Croatia
| | - Susanne Kublik
- Research Unit Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764 Neuherberg, Germany
| | - Michael Schloter
- Research Unit Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764 Neuherberg, Germany
| | - Kornelia Smalla
- Julius Kühn-Institut Federal Research Centre for Cultivated Plants, Institute for Epidemiology and Pathogen Diagnostics, Messeweg 11-12, D-38104 Braunschweig, Germany
| | - Nikolina Udiković-Kolić
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička 54, P.O. Box 180, 10 002 Zagreb, Croatia.
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Bradford LM, Vestergaard G, Táncsics A, Zhu B, Schloter M, Lueders T. Transcriptome-Stable Isotope Probing Provides Targeted Functional and Taxonomic Insights Into Microaerobic Pollutant-Degrading Aquifer Microbiota. Front Microbiol 2018; 9:2696. [PMID: 30483229 PMCID: PMC6243674 DOI: 10.3389/fmicb.2018.02696] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Accepted: 10/23/2018] [Indexed: 12/21/2022] Open
Abstract
While most studies using RNA-stable isotope probing (SIP) to date have focused on ribosomal RNA, the detection of 13C-labeled mRNA has rarely been demonstrated. This approach could alleviate some of the major caveats of current non-target environmental “omics.” Here, we demonstrate the feasibility of total RNA-SIP in an experiment where hydrocarbon-degrading microbes from a BTEX-contaminated aquifer were studied in microcosms with 13C-labeled toluene under microoxic conditions. From the total sequencing reads (∼30 mio. reads per density-resolved RNA fraction), an average of 1.2% of reads per sample were identified as non-rRNA, including mRNA. Members of the Rhodocyclaceae (including those related to Quatrionicoccus spp.) were most abundant and enriched in 13C-rRNA, while well-known aerobic degraders such as Pseudomonas spp. remained unlabeled. Transcripts related to cell motility, secondary metabolite formation and xenobiotics degradation were highly labeled with 13C. mRNA of phenol hydroxylase genes were highly labeled and abundant, while other transcripts of toluene-activation were not detected. Clear labeling of catechol 2,3-dioxygenase transcripts supported previous findings that some of these extradiol dioxygenases were adapted to low oxygen concentrations. We introduce a novel combination of total RNA-SIP with calculation of transcript-specific enrichment factors (EFs) in 13C-RNA, enabling a targeted approach to process-relevant gene expression in complex microbiomes.
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Affiliation(s)
- Lauren M Bradford
- Institute of Groundwater Ecology, Helmholtz Zentrum München, Neuherberg, Germany
| | - Gisle Vestergaard
- Section of Microbiology, University of Copenhagen, Copenhagen, Denmark.,Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Neuherberg, Germany
| | - András Táncsics
- Regional University Center of Excellence in Environmental Industry, Szent István University, Gödöllö, Hungary
| | - Baoli Zhu
- Institute of Groundwater Ecology, Helmholtz Zentrum München, Neuherberg, Germany
| | - Michael Schloter
- Regional University Center of Excellence in Environmental Industry, Szent István University, Gödöllö, Hungary
| | - Tillmann Lueders
- Institute of Groundwater Ecology, Helmholtz Zentrum München, Neuherberg, Germany
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Madsen JS, Hylling O, Jacquiod S, Pécastaings S, Hansen LH, Riber L, Vestergaard G, Sørensen SJ. An intriguing relationship between the cyclic diguanylate signaling system and horizontal gene transfer. ISME J 2018; 12:2330-2334. [PMID: 29899518 DOI: 10.1038/s41396-018-0183-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Revised: 03/11/2018] [Accepted: 03/20/2018] [Indexed: 11/09/2022]
Abstract
The second messenger cyclic diguanylate (c-di-GMP) is ubiquitously used by bacteria to modulate and shift between different phenotypes including motility, biofilm formation and virulence. Here we show that c-di-GMP-associated genes are widespread on plasmids and that enzymes that synthesize or degrade c-di-GMP are preferentially encoded on transmissible plasmids. Additionally, expression of enzymes that synthesize c-di-GMP was found to increase both biofilm formation and, interestingly, conjugative plasmid transfer rates.
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Affiliation(s)
- Jonas S Madsen
- Department of Biology, University of Copenhagen, Universitetsparken 15, DK-2100, Copenhagen, Denmark
| | - Ole Hylling
- Department of Biology, University of Copenhagen, Universitetsparken 15, DK-2100, Copenhagen, Denmark.,Department of Environment Sciences, Aarhus University, Frederiksborgvej 399, DK-4000, Roskilde, Denmark
| | - Samuel Jacquiod
- Department of Biology, University of Copenhagen, Universitetsparken 15, DK-2100, Copenhagen, Denmark
| | - Sophia Pécastaings
- Laboratoire de Génie Chimique UMR 5503, BioSym Department, Université Paul Sabatier, Université de Toulouse, 35 chemin des Maraîchers, 31062, Toulouse, France
| | - Lars H Hansen
- Department of Environment Sciences, Aarhus University, Frederiksborgvej 399, DK-4000, Roskilde, Denmark
| | - Leise Riber
- Department of Biology, University of Copenhagen, Universitetsparken 15, DK-2100, Copenhagen, Denmark
| | - Gisle Vestergaard
- Department of Biology, University of Copenhagen, Universitetsparken 15, DK-2100, Copenhagen, Denmark
| | - Søren J Sørensen
- Department of Biology, University of Copenhagen, Universitetsparken 15, DK-2100, Copenhagen, Denmark.
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Grafe M, Goers M, von Tucher S, Baum C, Zimmer D, Leinweber P, Vestergaard G, Kublik S, Schloter M, Schulz S. Bacterial potentials for uptake, solubilization and mineralization of extracellular phosphorus in agricultural soils are highly stable under different fertilization regimes. Environ Microbiol Rep 2018; 10:320-327. [PMID: 29687664 DOI: 10.1111/1758-2229.12651] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Revised: 04/05/2018] [Accepted: 04/08/2018] [Indexed: 05/28/2023]
Abstract
Phosphorus is one of the most important macronutrient for plants. In agriculture, amending fertilizer with phosphorus (P) is common practice. However, natural phosphorus sources are finite, making research for more sustainable management practices necessary. We postulated that the addition of carbon (C) and nitrogen (N) would stimulate phosphorus mobilization by bacteria because of their desire to maintain a stable intracellular C:N:P stoichiometry. Therefore, we chose a metagenomic approach to investigate two agricultural soils, which only received mineral N fertilizer or mineral N and organic fertilizer for more than 20 years. The most abundant genes involved in the acquisition of external P sources in our study were those involved in solubilization and subsequent uptake of inorganic phosphorus. Independent of site and season, the relative abundance of genes involved in P turnover was not significantly affected by the addition of fertilizers. However, the type of fertilization had a significant impact on the diversity pattern of bacterial families harbouring genes coding for the different P transformation processes. This gives rise to the possibility that fertilizers can substantially change phosphorus turnover efficiency by favouring different families. Additionally, none of the families involved in phosphorus turnover covered all investigated processes. Therefore, promoting bacteria which play an essential role specifically in mobilization of hardly accessible phosphorus could help to secure the phosphorus supply of plants in soils with low P input.
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Affiliation(s)
- Martin Grafe
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstraße 1, Neuherberg 85764, Germany
- Chair of Plant Nutrition, Technische Universität München Emil-Erlenmeyer-Forum 2, Freising 85354, Germany
| | - Manuela Goers
- Department of Soil Science, University of Rostock, Justus-von-Liebig-Weg 6, Rostock 18051, Germany
| | - Sabine von Tucher
- Chair of Plant Nutrition, Technische Universität München Emil-Erlenmeyer-Forum 2, Freising 85354, Germany
| | - Christel Baum
- Department of Soil Science, University of Rostock, Justus-von-Liebig-Weg 6, Rostock 18051, Germany
| | - Dana Zimmer
- Department of Soil Science, University of Rostock, Justus-von-Liebig-Weg 6, Rostock 18051, Germany
| | - Peter Leinweber
- Department of Soil Science, University of Rostock, Justus-von-Liebig-Weg 6, Rostock 18051, Germany
| | - Gisle Vestergaard
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstraße 1, Neuherberg 85764, Germany
| | - Susanne Kublik
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstraße 1, Neuherberg 85764, Germany
| | - Michael Schloter
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstraße 1, Neuherberg 85764, Germany
- Chair of Soil Science, Technische Universität München, Emil-Erlenmeyer-Forum 2, Freising 85354, Germany
| | - Stefanie Schulz
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstraße 1, Neuherberg 85764, Germany
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Baraniya D, Nannipieri P, Kublik S, Vestergaard G, Schloter M, Schöler A. The Impact of the Diurnal Cycle on the Microbial Transcriptome in the Rhizosphere of Barley. Microb Ecol 2018; 75:830-833. [PMID: 29110064 DOI: 10.1007/s00248-017-1101-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 10/26/2017] [Indexed: 06/07/2023]
Abstract
While root exudation follows diurnal rhythms, little is known about the consequences for the microbiome of the rhizosphere. In this study, we used a metatranscriptomic approach to analyze the active microbial communities, before and after sunrise, in the rhizosphere of barley. We detected increased activities of many prokaryotic microbial taxa and functions at the pre-dawn stage, compared to post-dawn. Actinomycetales, Planctomycetales, Rhizobiales, and Burkholderiales were the most abundant and therefore the most active orders in the barley rhizosphere. The latter two, as well as Xanthomonadales, Sphingomonadales, and Caulobacterales showed a significantly higher abundance in pre-dawn samples compared to post-dawn samples. These changes in taxonomy coincide with functional changes as genes involved in both carbohydrate and amino acid metabolism were more abundant in pre-dawn samples compared to post-dawn samples. This study significantly enhances our present knowledge on how rhizospheric microbiota perceives and responds to changes in the soil during dark and light periods.
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Affiliation(s)
- Divyashri Baraniya
- Department of Agrifood Production and Environmental Sciences, University of Florence, Piazzale delle Cascine 28, 50144, Florence, Italy
| | - Paolo Nannipieri
- Department of Agrifood Production and Environmental Sciences, University of Florence, Piazzale delle Cascine 28, 50144, Florence, Italy
| | - Susanne Kublik
- Research Unit for Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
| | - Gisle Vestergaard
- Research Unit for Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
| | - Michael Schloter
- Research Unit for Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany.
| | - Anne Schöler
- Research Unit for Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
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Kostric M, Milger K, Krauss-Etschmann S, Engel M, Vestergaard G, Schloter M, Schöler A. Development of a Stable Lung Microbiome in Healthy Neonatal Mice. Microb Ecol 2018; 75:529-542. [PMID: 28905200 DOI: 10.1007/s00248-017-1068-x] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Accepted: 09/05/2017] [Indexed: 06/07/2023]
Abstract
The lower respiratory tract has been previously considered sterile in a healthy state, but advances in culture-independent techniques for microbial identification and characterization have revealed that the lung harbors a diverse microbiome. Although research on the lung microbiome is increasing and important questions were already addressed, longitudinal studies aiming to describe developmental stages of the microbial communities from the early neonatal period to adulthood are lacking. Thus, little is known about the early-life development of the lung microbiome and the impact of external factors during these stages. In this study, we applied a barcoding approach based on high-throughput sequencing of 16S ribosomal RNA gene amplicon libraries to determine age-dependent differences in the bacterial fraction of the murine lung microbiome and to assess potential influences of differing "environmental microbiomes" (simulated by the application of used litter material to the cages). We could clearly show that the diversity of the bacterial community harbored in the murine lung increases with age. Interestingly, bacteria belonging to the genera Delftia and Rhodococcus formed an age-independent core microbiome. The addition of the used litter material influenced the lung microbiota of young mice but did not significantly alter the community composition of adult animals. Our findings elucidate the dynamic nature of the early-life lung microbiota and its stabilization with age. Further, this study indicates that even slight environmental changes modulate the bacterial community composition of the lung microbiome in early life, whereas the lung microbes of adults demonstrate higher resilience towards environmental variations.
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Affiliation(s)
- Matea Kostric
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85716, Neuherberg, Germany
| | - Katrin Milger
- Department of Internal Medicine V, University of Munich, Comprehensive Pneumology Center, Member of the German Center for Lung Research (DZL), Munich, Germany
- Institute of Lung Biology and Disease (ILBD), Helmholtz Center Munich, Comprehensive Pneumology Center (CPC-M), Munich, Germany
| | - Susanne Krauss-Etschmann
- Division of Experimental Asthma Research, Research Center Borstel, Leibniz-Center for Medicine and Biosciences, Member of the German Center for Lung Research (DZL), Parkallee 1-40, 23845, Borstel, Germany
- Institute for Experimental Medicine, Christian-Albrechts-Universität zu Kiel, Niemannsweg 11, 24105, Kiel, Germany
| | - Marion Engel
- Research Unit Scientific Computing, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85716, Neuherberg, Germany
| | - Gisle Vestergaard
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85716, Neuherberg, Germany
| | - Michael Schloter
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85716, Neuherberg, Germany.
- ZIEL Institute for Food and Health, Technische Universität München, Weihenstephaner Berg 1, 85354, Freising, Germany.
| | - Anne Schöler
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum München, Ingolstädter Landstr. 1, 85716, Neuherberg, Germany
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Michas A, Vestergaard G, Trautwein K, Avramidis P, Hatzinikolaou DG, Vorgias CE, Wilkes H, Rabus R, Schloter M, Schöler A. Correction to: More than 2500 years of oil exposure shape sediment microbiomes with the potential for syntrophic degradation of hydrocarbons linked to methanogenesis. Microbiome 2017; 5:136. [PMID: 29021001 PMCID: PMC5635582 DOI: 10.1186/s40168-017-0354-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Accepted: 09/26/2017] [Indexed: 06/07/2023]
Affiliation(s)
- Antonios Michas
- Research Unit Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstaedter Landstraße 1, D-85764, Neuherberg, Germany.
| | - Gisle Vestergaard
- Research Unit Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstaedter Landstraße 1, D-85764, Neuherberg, Germany
| | - Kathleen Trautwein
- General and Molecular Microbiology, Institute for Chemistry and Biology ofthe Marine Environment (ICBM), Carl von Ossietzky University Oldenburg, Carl-von-Ossietzky-Straße 9-11, 26111, Oldenburg, Germany
| | - Pavlos Avramidis
- Department of Geology, University of Patras, Panepistimioupoli Patron, 26504, Rio-Patras, Greece
| | - Dimitris G Hatzinikolaou
- Department of Biology, National and Kapodistrian University of Athens, Zografou University Campus, 15784, Athens, Greece
| | - Constantinos E Vorgias
- Department of Biology, National and Kapodistrian University of Athens, Zografou University Campus, 15784, Athens, Greece
| | - Heinz Wilkes
- Organic Geochemistry, Institute for Chemistry and Biology of the Marine Environment (ICBM), Carl von Ossietzky University Oldenburg, Carl-von-Ossietzky-Straße 9-11, 26129, Oldenburg, Germany
| | - Ralf Rabus
- General and Molecular Microbiology, Institute for Chemistry and Biology ofthe Marine Environment (ICBM), Carl von Ossietzky University Oldenburg, Carl-von-Ossietzky-Straße 9-11, 26111, Oldenburg, Germany
| | - Michael Schloter
- Research Unit Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstaedter Landstraße 1, D-85764, Neuherberg, Germany
| | - Anne Schöler
- Research Unit Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstaedter Landstraße 1, D-85764, Neuherberg, Germany
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He F, Vestergaard G, Peng W, She Q, Peng X. CRISPR-Cas type I-A Cascade complex couples viral infection surveillance to host transcriptional regulation in the dependence of Csa3b. Nucleic Acids Res 2017; 45:1902-1913. [PMID: 27980065 PMCID: PMC5389559 DOI: 10.1093/nar/gkw1265] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2016] [Accepted: 12/07/2016] [Indexed: 12/25/2022] Open
Abstract
CRISPR-Cas (clustered regularly interspaced short palindromic repeats and the associated genes) constitute adaptive immune systems in bacteria and archaea and they provide sequence specific immunity against foreign nucleic acids. CRISPR-Cas systems are activated by viral infection. However, little is known about how CRISPR-Cas systems are activated in response to viral infection or how their expression is controlled in the absence of viral infection. Here, we demonstrate that both the transcriptional regulator Csa3b, and the type I-A interference complex Cascade, are required to transcriptionally repress the interference gene cassette in the archaeon Sulfolobus. Csa3b binds to two palindromic repeat sites in the promoter region of the cassette and facilitates binding of the Cascade to the promoter region. Upon viral infection, loading of Cascade complexes onto crRNA-matching protospacers leads to relief of the transcriptional repression. Our data demonstrate a mechanism coupling CRISPR-Cas surveillance of protospacers to transcriptional regulation of the interference gene cassette thereby allowing a fast response to viral infection.
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Affiliation(s)
- Fei He
- Archaea Centre, Department of Biology, Copenhagen University, DK2200 Copenhagen N, Denmark
| | - Gisle Vestergaard
- Helmholtz Zentrum München, Research Unit Environmental Genomics, Ingolstädter Landstraße 1, 85764 Oberschleißheim, Germany
| | - Wenfang Peng
- Archaea Centre, Department of Biology, Copenhagen University, DK2200 Copenhagen N, Denmark
| | - Qunxin She
- Archaea Centre, Department of Biology, Copenhagen University, DK2200 Copenhagen N, Denmark
| | - Xu Peng
- Archaea Centre, Department of Biology, Copenhagen University, DK2200 Copenhagen N, Denmark
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Hücker SM, Ardern Z, Goldberg T, Schafferhans A, Bernhofer M, Vestergaard G, Nelson CW, Schloter M, Rost B, Scherer S, Neuhaus K. Discovery of numerous novel small genes in the intergenic regions of the Escherichia coli O157:H7 Sakai genome. PLoS One 2017; 12:e0184119. [PMID: 28902868 PMCID: PMC5597208 DOI: 10.1371/journal.pone.0184119] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Accepted: 08/20/2017] [Indexed: 12/29/2022] Open
Abstract
In the past, short protein-coding genes were often disregarded by genome annotation pipelines. Transcriptome sequencing (RNAseq) signals outside of annotated genes have usually been interpreted to indicate either ncRNA or pervasive transcription. Therefore, in addition to the transcriptome, the translatome (RIBOseq) of the enteric pathogen Escherichia coli O157:H7 strain Sakai was determined at two optimal growth conditions and a severe stress condition combining low temperature and high osmotic pressure. All intergenic open reading frames potentially encoding a protein of ≥ 30 amino acids were investigated with regard to coverage by transcription and translation signals and their translatability expressed by the ribosomal coverage value. This led to discovery of 465 unique, putative novel genes not yet annotated in this E. coli strain, which are evenly distributed over both DNA strands of the genome. For 255 of the novel genes, annotated homologs in other bacteria were found, and a machine-learning algorithm, trained on small protein-coding E. coli genes, predicted that 89% of these translated open reading frames represent bona fide genes. The remaining 210 putative novel genes without annotated homologs were compared to the 255 novel genes with homologs and to 250 short annotated genes of this E. coli strain. All three groups turned out to be similar with respect to their translatability distribution, fractions of differentially regulated genes, secondary structure composition, and the distribution of evolutionary constraint, suggesting that both novel groups represent legitimate genes. However, the machine-learning algorithm only recognized a small fraction of the 210 genes without annotated homologs. It is possible that these genes represent a novel group of genes, which have unusual features dissimilar to the genes of the machine-learning algorithm training set.
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Affiliation(s)
- Sarah M. Hücker
- Chair for Microbial Ecology, Technische Universität München, Freising, Germany
- ZIEL - Institute for Food & Health, Technische Universität München, Freising, Germany
| | - Zachary Ardern
- Chair for Microbial Ecology, Technische Universität München, Freising, Germany
- ZIEL - Institute for Food & Health, Technische Universität München, Freising, Germany
| | - Tatyana Goldberg
- Department of Informatics—Bioinformatics & TUM-IAS, Technische Universität München, Garching, Germany
| | - Andrea Schafferhans
- Department of Informatics—Bioinformatics & TUM-IAS, Technische Universität München, Garching, Germany
| | - Michael Bernhofer
- Department of Informatics—Bioinformatics & TUM-IAS, Technische Universität München, Garching, Germany
| | - Gisle Vestergaard
- Research Unit Environmental Genomics, Helmholtz Zentrum München, Neuherberg, Germany
| | - Chase W. Nelson
- Sackler Institute for Comparative Genomics, American Museum of Natural History New York, New York, United States of America
| | - Michael Schloter
- Research Unit Environmental Genomics, Helmholtz Zentrum München, Neuherberg, Germany
| | - Burkhard Rost
- Department of Informatics—Bioinformatics & TUM-IAS, Technische Universität München, Garching, Germany
| | - Siegfried Scherer
- Chair for Microbial Ecology, Technische Universität München, Freising, Germany
- ZIEL - Institute for Food & Health, Technische Universität München, Freising, Germany
| | - Klaus Neuhaus
- Chair for Microbial Ecology, Technische Universität München, Freising, Germany
- Core Facility Microbiome/NGS, ZIEL - Institute for Food & Health, Technische Universität München, Freising, Germany
- * E-mail:
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Michas A, Vestergaard G, Trautwein K, Avramidis P, Hatzinikolaou DG, Vorgias CE, Wilkes H, Rabus R, Schloter M, Schöler A. More than 2500 years of oil exposure shape sediment microbiomes with the potential for syntrophic degradation of hydrocarbons linked to methanogenesis. Microbiome 2017; 5:118. [PMID: 28893308 PMCID: PMC5594585 DOI: 10.1186/s40168-017-0337-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Accepted: 09/03/2017] [Indexed: 05/25/2023]
Abstract
BACKGROUND Natural oil seeps offer the opportunity to study the adaptation of ecosystems and the associated microbiota to long-term oil exposure. In the current study, we investigated a land-to-sea transition ecosystem called "Keri Lake" in Zakynthos Island, Greece. This ecosystem is unique due to asphalt oil springs found at several sites, a phenomenon already reported 2500 years ago. Sediment microbiomes at Keri Lake were studied, and their structure and functional potential were compared to other ecosystems with oil exposure histories of various time periods. RESULTS Replicate sediment cores (up to 3-m depth) were retrieved from one site exposed to oil as well as a non-exposed control site. Samples from three different depths were subjected to chemical analysis and metagenomic shotgun sequencing. At the oil-exposed site, we observed high amounts of asphalt oil compounds and a depletion of sulfate compared to the non-exposed control site. The numbers of reads assigned to genes involved in the anaerobic degradation of hydrocarbons were similar between the two sites. The numbers of denitrifiers and sulfate reducers were clearly lower in the samples from the oil-exposed site, while a higher abundance of methanogens was detected compared to the non-exposed site. Higher abundances of the genes of methanogenesis were also observed in the metagenomes from other ecosystems with a long history of oil exposure, compared to short-term exposed environments. CONCLUSIONS The analysis of Keri Lake metagenomes revealed that microbiomes in the oil-exposed sediment have a higher potential for methanogenesis over denitrification/sulfate reduction, compared to those in the non-exposed site. Comparison with metagenomes from various oil-impacted environments suggests that syntrophic interactions of hydrocarbon degraders with methanogens are favored in the ecosystems with a long-term presence of oil.
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Affiliation(s)
- Antonios Michas
- Research Unit Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstaedter Landstraße 1, D-85764 Neuherberg, Germany
| | - Gisle Vestergaard
- Research Unit Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstaedter Landstraße 1, D-85764 Neuherberg, Germany
| | - Kathleen Trautwein
- General and Molecular Microbiology, Institute for Chemistry and Biology of the Marine Environment (ICBM), Carl von Ossietzky University Oldenburg, Carl-von-Ossietzky-Straße 9-11, 26111 Oldenburg, Germany
| | - Pavlos Avramidis
- Department of Geology, University of Patras, Panepistimioupoli Patron, 26504 Rio-Patras, Greece
| | - Dimitris G. Hatzinikolaou
- Department of Biology, National and Kapodistrian University of Athens, Zografou University Campus, 15784 Athens, Greece
| | - Constantinos E. Vorgias
- Department of Biology, National and Kapodistrian University of Athens, Zografou University Campus, 15784 Athens, Greece
| | - Heinz Wilkes
- Organic Geochemistry, Institute for Chemistry and Biology of the Marine Environment (ICBM), Carl von Ossietzky University Oldenburg, Carl-von-Ossietzky-Straße 9-11, 26129 Oldenburg, Germany
| | - Ralf Rabus
- General and Molecular Microbiology, Institute for Chemistry and Biology of the Marine Environment (ICBM), Carl von Ossietzky University Oldenburg, Carl-von-Ossietzky-Straße 9-11, 26111 Oldenburg, Germany
| | - Michael Schloter
- Research Unit Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstaedter Landstraße 1, D-85764 Neuherberg, Germany
| | - Anne Schöler
- Research Unit Comparative Microbiome Analysis (COMI), Helmholtz Zentrum München, Ingolstaedter Landstraße 1, D-85764 Neuherberg, Germany
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Proença DN, Francisco R, Kublik S, Schöler A, Vestergaard G, Schloter M, Morais PV. The Microbiome of Endophytic, Wood Colonizing Bacteria from Pine Trees as Affected by Pine Wilt Disease. Sci Rep 2017. [PMID: 28646202 PMCID: PMC5482821 DOI: 10.1038/s41598-017-04141-6] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Pine wilt disease (PWD) is a devastating forest disease present worldwide. In this study we analyzed the effects of the invasion of the pinewood nematode Bursaphelenchus xylophilus, the major pathogen causing PWD, on the endophytic microbiome of adult P. pinaster trees. Wood samples from trees with different degrees of PWD disease were collected at two sites (A and M) in Portugal. Endophytic bacteria were characterized based on directly extracted DNA by fingerprinting and barcoding using the 16S rRNA gene as marker. Furthermore, cultivation-based approaches were used to obtain isolates of the major taxa to study their ecophysiology. The endophytic microbiome from P. pinaster trees differed significantly between the two sampling sites. Main bacterial OTUs belonged to the Proteobacteria (39% (site M) - 97% (site A)), and Firmicutes (0.70% (site A) - 44% (site M)). However, consequences of the invasion with the pathogen were comparable. Interestingly diversity of wood endophytic bacteria increased with the severity of the diseases, with highest diversity levels observed in in the most affected trees. Our results suggest that in the first stages of the disease, the defence mechanisms of plants are repressed by the pathogen, resulting in a colonization of the wood interior by soil microorganisms.
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Affiliation(s)
| | | | - Susanne Kublik
- Research Unit Environmental Genomics, Helmholtz Zentrum München, Munich, Germany
| | - Anne Schöler
- Research Unit Environmental Genomics, Helmholtz Zentrum München, Munich, Germany
| | - Gisle Vestergaard
- Research Unit Environmental Genomics, Helmholtz Zentrum München, Munich, Germany
| | - Michael Schloter
- Research Unit Environmental Genomics, Helmholtz Zentrum München, Munich, Germany.
| | - Paula V Morais
- CEMMPRE, University of Coimbra, Coimbra, Portugal.,Department of Life Sciences, University of Coimbra, Coimbra, Portugal
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Estendorfer J, Stempfhuber B, Haury P, Vestergaard G, Rillig MC, Joshi J, Schröder P, Schloter M. The Influence of Land Use Intensity on the Plant-Associated Microbiome of Dactylis glomerata L. Front Plant Sci 2017; 8:930. [PMID: 28680426 PMCID: PMC5478725 DOI: 10.3389/fpls.2017.00930] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Accepted: 05/18/2017] [Indexed: 05/07/2023]
Abstract
In this study, we investigated the impact of different land use intensities (LUI) on the root-associated microbiome of Dactylis glomerata (orchardgrass). For this purpose, eight sampling sites with different land use intensity levels but comparable soil properties were selected in the southwest of Germany. Experimental plots covered land use levels from natural grassland up to intensively managed meadows. We used 16S rRNA gene based barcoding to assess the plant-associated community structure in the endosphere, rhizosphere and bulk soil of D. glomerata. Samples were taken at the reproductive stage of the plant in early summer. Our data indicated that roots harbor a distinct bacterial community, which clearly differed from the microbiome of the rhizosphere and bulk soil. Our results revealed Pseudomonadaceae, Enterobacteriaceae and Comamonadaceae as the most abundant endophytes independently of land use intensity. Rhizosphere and bulk soil were dominated also by Proteobacteria, but the most abundant families differed from those obtained from root samples. In the soil, the effect of land use intensity was more pronounced compared to root endophytes leading to a clearly distinct pattern of bacterial communities under different LUI from rhizosphere and bulk soil vs. endophytes. Overall, a change of community structure on the plant-soil interface was observed, as the number of shared OTUs between all three compartments investigated increased with decreasing land use intensity. Thus, our findings suggest a stronger interaction of the plant with its surrounding soil under low land use intensity. Furthermore, the amount and quality of available nitrogen was identified as a major driver for shifts in the microbiome structure in all compartments.
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Affiliation(s)
- Jennifer Estendorfer
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum MünchenNeuherberg, Germany
| | - Barbara Stempfhuber
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum MünchenNeuherberg, Germany
| | - Paula Haury
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum MünchenNeuherberg, Germany
| | - Gisle Vestergaard
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum MünchenNeuherberg, Germany
| | | | - Jasmin Joshi
- Biodiversity Research/Systematic Botany, Institute for Biochemistry und Biology, University of PotsdamPotsdam, Germany
| | - Peter Schröder
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum MünchenNeuherberg, Germany
- *Correspondence: Peter Schröder,
| | - Michael Schloter
- Research Unit Comparative Microbiome Analysis, Helmholtz Zentrum MünchenNeuherberg, Germany
- Chair of Soil Science, Technical University of MunichFreising, Germany
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Schöler A, de Vries M, Vestergaard G, Schloter M. Reconstruction of Transformation Processes Catalyzed by the Soil Microbiome Using Metagenomic Approaches. Methods Mol Biol 2016; 1399:197-206. [PMID: 26791505 DOI: 10.1007/978-1-4939-3369-3_12] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Microorganisms are central players in the turnover of nutrients in soil and drive the decomposition of complex organic materials into simpler forms that can be utilized by other biota. Therefore microbes strongly drive soil quality and ecosystem services provided by soils, including plant yield and quality. Thus it is one of the major goals of soil sciences to describe the most relevant enzymes that are involved in nutrient mobilization and to understand the regulation of gene expression of the corresponding genes. This task is however impeded by the enormous microbial diversity in soils. Indeed, we are far to appreciate the number of species present in 1 g of soil, as well as the major functional traits they carry. Here, also most next-generation sequencing (NGS) approaches fail as immense sequencing efforts are needed to fully uncover the functional diversity of soils. Thus even if a gene of interest can be identified by BLAST similarity analysis, the obtained number of reads by NGS is too low for a quantitative assessment of the gene or for a description of its taxonomic diversity. Here we present an integrated approach, which we termed the second-generation full cycle approach, to quantify the abundance and diversity of key enzymes involved in nutrient mobilization. This approach involves the functional annotation of metagenomic data with a relative low coverage (5 Gbases or less) and the design of highly targeted primer systems to assess the abundance or diversity of enzyme-coding genes that are drivers for a particular transformation step in nutrient turnover.
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Affiliation(s)
- Anne Schöler
- Research Unit for Environmental Genomics, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany.
| | - Maria de Vries
- Research Unit for Environmental Genomics, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
| | - Gisle Vestergaard
- Research Unit for Environmental Genomics, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
| | - Michael Schloter
- Research Unit for Environmental Genomics, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764, Neuherberg, Germany
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Garrett RA, Shah SA, Erdmann S, Liu G, Mousaei M, León-Sobrino C, Peng W, Gudbergsdottir S, Deng L, Vestergaard G, Peng X, She Q. CRISPR-Cas Adaptive Immune Systems of the Sulfolobales: Unravelling Their Complexity and Diversity. Life (Basel) 2015; 5:783-817. [PMID: 25764276 PMCID: PMC4390879 DOI: 10.3390/life5010783] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2015] [Revised: 02/24/2015] [Accepted: 02/27/2015] [Indexed: 12/26/2022] Open
Abstract
The Sulfolobales have provided good model organisms for studying CRISPR-Cas systems of the crenarchaeal kingdom of the archaea. These organisms are infected by a wide range of exceptional archaea-specific viruses and conjugative plasmids, and their CRISPR-Cas systems generally exhibit extensive structural and functional diversity. They carry large and multiple CRISPR loci and often multiple copies of diverse Type I and Type III interference modules as well as more homogeneous adaptation modules. These acidothermophilic organisms have recently provided seminal insights into both the adaptation process, the diverse modes of interference, and their modes of regulation. The functions of the adaptation and interference modules tend to be loosely coupled and the stringency of the crRNA-DNA sequence matching during DNA interference is relatively low, in contrast to some more streamlined CRISPR-Cas systems of bacteria. Despite this, there is evidence for a complex and differential regulation of expression of the diverse functional modules in response to viral infection. Recent work also supports critical roles for non-core Cas proteins, especially during Type III-directed interference, and this is consistent with these proteins tending to coevolve with core Cas proteins. Various novel aspects of CRISPR-Cas systems of the Sulfolobales are considered including an alternative spacer acquisition mechanism, reversible spacer acquisition, the formation and significance of antisense CRISPR RNAs, and a novel mechanism for avoidance of CRISPR-Cas defense. Finally, questions regarding the basis for the complexity, diversity, and apparent redundancy, of the intracellular CRISPR-Cas systems are discussed.
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Affiliation(s)
- Roger A Garrett
- Archaea Centre, Department of Biology, Copenhagen University, Ole Maaløes Vej 5, DK2200 Copenhagen N, Denmark.
| | - Shiraz A Shah
- Archaea Centre, Department of Biology, Copenhagen University, Ole Maaløes Vej 5, DK2200 Copenhagen N, Denmark.
| | - Susanne Erdmann
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, 2052 Sydney NSW, Australia.
| | - Guannan Liu
- Archaea Centre, Department of Biology, Copenhagen University, Ole Maaløes Vej 5, DK2200 Copenhagen N, Denmark.
| | - Marzieh Mousaei
- Archaea Centre, Department of Biology, Copenhagen University, Ole Maaløes Vej 5, DK2200 Copenhagen N, Denmark.
| | - Carlos León-Sobrino
- Archaea Centre, Department of Biology, Copenhagen University, Ole Maaløes Vej 5, DK2200 Copenhagen N, Denmark.
| | - Wenfang Peng
- Archaea Centre, Department of Biology, Copenhagen University, Ole Maaløes Vej 5, DK2200 Copenhagen N, Denmark.
| | - Soley Gudbergsdottir
- Archaea Centre, Department of Biology, Copenhagen University, Ole Maaløes Vej 5, DK2200 Copenhagen N, Denmark.
| | - Ling Deng
- Archaea Centre, Department of Biology, Copenhagen University, Ole Maaløes Vej 5, DK2200 Copenhagen N, Denmark.
| | - Gisle Vestergaard
- Helmholtz Zentrum München, Research Unit Environmental Genomics, Ingolstädter Landstraße 1, 85764 Oberschleißheim, Germany.
| | - Xu Peng
- Archaea Centre, Department of Biology, Copenhagen University, Ole Maaløes Vej 5, DK2200 Copenhagen N, Denmark.
| | - Qunxin She
- Archaea Centre, Department of Biology, Copenhagen University, Ole Maaløes Vej 5, DK2200 Copenhagen N, Denmark.
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Abstract
CRISPR adaptive immune systems were analyzed for all available completed genomes of archaea, which included representatives of each of the main archaeal phyla. Initially, all proteins encoded within, and proximal to, CRISPR-cas loci were clustered and analyzed using a profile–profile approach. Then cas genes were assigned to gene cassettes and to functional modules for adaptation and interference. CRISPR systems were then classified primarily on the basis of their concatenated Cas protein sequences and gene synteny of the interference modules. With few exceptions, they could be assigned to the universal Type I or Type III systems. For Type I, subtypes I-A, I-B, and I-D dominate but the data support the division of subtype I-B into two subtypes, designated I-B and I-G. About 70% of the Type III systems fall into the universal subtypes III-A and III-B but the remainder, some of which are phyla-specific, diverge significantly in Cas protein sequences, and/or gene synteny, and they are classified separately. Furthermore, a few CRISPR systems that could not be assigned to Type I or Type III are categorized as variant systems. Criteria are presented for assigning newly sequenced archaeal CRISPR systems to the different subtypes. Several accessory proteins were identified that show a specific gene linkage, especially to Type III interference modules, and these may be cofunctional with the CRISPR systems. Evidence is presented for extensive exchange having occurred between adaptation and interference modules of different archaeal CRISPR systems, indicating the wide compatibility of the functionally diverse interference complexes with the relatively conserved adaptation modules.
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Affiliation(s)
- Gisle Vestergaard
- Archaea Centre; Department of Biology; University of Copenhagen; Copenhagen, Denmark; Molecular Microbial Ecology Group; Department of Biology; University of Copenhagen; Copenhagen, Denmark
| | - Roger A Garrett
- Archaea Centre; Department of Biology; University of Copenhagen; Copenhagen, Denmark
| | - Shiraz A Shah
- Archaea Centre; Department of Biology; University of Copenhagen; Copenhagen, Denmark
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Garrett RA, Vestergaard G, Shah SA. Archaeal CRISPR-based immune systems: exchangeable functional modules. Trends Microbiol 2011; 19:549-56. [PMID: 21945420 DOI: 10.1016/j.tim.2011.08.002] [Citation(s) in RCA: 73] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2011] [Revised: 08/05/2011] [Accepted: 08/15/2011] [Indexed: 12/26/2022]
Abstract
CRISPR (clustered regularly interspaced short palindromic repeats)-based immune systems are essentially modular with three primary functions: the excision and integration of new spacers, the processing of CRISPR transcripts to yield mature CRISPR RNAs (crRNAs), and the targeting and cleavage of foreign nucleic acid. The primary target appears to be the DNA of foreign genetic elements, but the CRISPR/Cmr system that is widespread amongst archaea also specifically targets and cleaves RNA in vitro. The archaeal CRISPR systems tend to be both diverse and complex. Here we examine evidence for exchange of functional modules between archaeal systems that is likely to contribute to their diversity, particularly of their nucleic acid targeting and cleavage functions. The molecular constraints that limit such exchange are considered. We also summarize mechanisms underlying the dynamic nature of CRISPR loci and the evidence for intergenomic exchange of CRISPR systems.
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Affiliation(s)
- Roger A Garrett
- Archaea Centre, Department of Biology, Ole Maaløes Vej 5, University of Copenhagen, DK2200 Copenhagen N, Denmark.
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Goulet A, Vestergaard G, Felisberto-Rodrigues C, Campanacci V, Garrett RA, Cambillau C, Ortiz-Lombardía M. Getting the best out of long-wavelength X-rays: de novo chlorine/sulfur SAD phasing of a structural protein from ATV. Acta Crystallogr D Biol Crystallogr 2010; 66:304-8. [PMID: 20179342 DOI: 10.1107/s0907444909051798] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2009] [Accepted: 12/01/2009] [Indexed: 11/10/2022]
Abstract
The structure of a 14 kDa structural protein from Acidianus two-tailed virus (ATV) was solved by single-wavelength anomalous diffraction (SAD) phasing using X-ray data collected at 2.0 A wavelength. Although the anomalous signal from methionine sulfurs was expected to suffice to solve the structure, one chloride ion turned out to be essential to achieve phasing. The minimal data requirements and the relative contributions of the Cl and S atoms to phasing are discussed. This work supports the feasibility of a systematic approach for the solution of protein crystal structures by SAD based on intrinsic protein light atoms along with associated chloride ions from the solvent. In such cases, data collection at long wavelengths may be a time-efficient alternative to selenomethionine substitution and heavy-atom derivatization.
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Affiliation(s)
- Adeline Goulet
- Architecture et Fonction des Macromolécules Biologiques UMR 6098, CNRS, Universités d'Aix-Marseille I et II, Case 932, 163 Avenue de Luminy, 13288 Marseille CEDEX 9, France
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Prangishvili D, Vestergaard G, Häring M, Aramayo R, Basta T, Rachel R, Garrett RA. Structural and genomic properties of the hyperthermophilic archaeal virus ATV with an extracellular stage of the reproductive cycle. J Mol Biol 2006; 359:1203-16. [PMID: 16677670 DOI: 10.1016/j.jmb.2006.04.027] [Citation(s) in RCA: 102] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2006] [Revised: 04/12/2006] [Accepted: 04/14/2006] [Indexed: 11/22/2022]
Abstract
A novel virus, ATV, of the hyperthermophilic archaeal genus Acidianus has the unique property of undergoing a major morphological development outside of, and independently of, the host cell. Virions are extruded from host cells as lemon-shaped tail-less particles, after which they develop long tails at each pointed end, at temperatures close to that of the natural habitat, 85 degrees C. The extracellularly developed tails constitute tubes, which terminate in an anchor-like structure that is not observed in the tail-less particles. A thin filament is located within the tube, which exhibits a periodic structure. Tail development produces a one half reduction in the volume of the virion, concurrent with a slight expansion of the virion surface. The circular, double-stranded DNA genome contains 62,730 bp and is exceptional for a crenarchaeal virus in that it carries four putative transposable elements as well as genes, which previously have been associated only with archaeal self-transmissable plasmids. In total, it encodes 72 predicted proteins, including 11 structural proteins with molecular masses in the range of 12 to 90 kDa. Several of the larger proteins are rich in coiled coil and/or low complexity sequence domains, which are unusual for archaea. One protein, in particular P800, resembles an intermediate filament protein in its structural properties. It is modified in the two-tailed, but not in the tail-less, virion particles and it may contribute to viral tail development. Exceptionally for a crenarchaeal virus, infection with ATV results either in viral replication and subsequent cell lysis or in conversion of the infected cell to a lysogen. The lysogenic cycle involves integration of the viral genome into the host chromosome, probably facilitated by the virus-encoded integrase and this process can be interrupted by different stress factors.
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Affiliation(s)
- David Prangishvili
- Molecular Biology of the Gene in Extremophiles Unit, Institut Pasteur, Paris, France.
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Abstract
Viruses are thought to be functionally inactive once they are outside and independent of their host cell. Here we describe an exceptional property of a newly discovered virus that infects a hyperthermophilic archaeon growing in acidic hot springs: the lemon-shaped viral particle develops a very long tail at each of its pointed ends after being released from its host cell. The process occurs only at the temperature of the host's habitat (75-90 degrees C) and it does not require the presence of the host cell, an exogenous energy source or any cofactors. This host-independent morphological development may be a strategy for viral survival in an environment that is unusually harsh and has limited host availability.
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Affiliation(s)
- Monika Häring
- Molecular Biology of the Gene in Extremophiles Unit, Institut Pasteur, 75724 Paris Cedex 15, France
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Häring M, Vestergaard G, Brügger K, Rachel R, Garrett RA, Prangishvili D. Structure and genome organization of AFV2, a novel archaeal lipothrixvirus with unusual terminal and core structures. J Bacteriol 2005; 187:3855-8. [PMID: 15901711 PMCID: PMC1112056 DOI: 10.1128/jb.187.11.3855-3858.2005] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2004] [Accepted: 02/08/2005] [Indexed: 11/20/2022] Open
Abstract
A novel filamentous virus, AFV2, from the hyperthermophilic archaeal genus Acidianus shows structural similarity to lipothrixviruses but differs from them in its unusual terminal and core structures. The double-stranded DNA genome contains 31,787 bp and carries eight open reading frames homologous to those of other lipothrixviruses, a single tRNA(Lys) gene containing a 12-bp archaeal intron, and a 1,008-bp repeat-rich region near the center of the genome.
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Affiliation(s)
- Monika Häring
- Unité de Biologie Moléculaire du Gène chez les Extrêmophiles, Institut Pasteur, rue Dr. Roux 25, 75724 Paris Cedex 15, France
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Vestergaard G, Häring M, Peng X, Rachel R, Garrett RA, Prangishvili D. A novel rudivirus, ARV1, of the hyperthermophilic archaeal genus Acidianus. Virology 2005; 336:83-92. [PMID: 15866073 DOI: 10.1016/j.virol.2005.02.025] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2005] [Revised: 02/17/2005] [Accepted: 02/24/2005] [Indexed: 11/20/2022]
Abstract
Virus ARV1, the first member of the family Rudiviridae infecting hyperthermophilic archaea of the genus Acidianus, was isolated from a hot spring in Pozzuoli, Italy. The rod-shaped virions, 610 +/- 50 nm long and 22 +/- 3 nm wide, are non-enveloped and carry a helical nucleoprotein core, with three tail fibers protruding at each end which appear to be involved in adsorption onto the host cell surface. The virions contain two protein components, a major one of 14.4 kDa, which is glycosylated and a minor of about 124 kDa. The linear double-stranded DNA genome yielded 24,655 bp of sequence, including 1365 bp inverted terminal repeats. Coding is on both strands and about 40% of the predicted genes are homologous to those of other hyperthermophilic crenarchaeal viruses, mainly rudiviruses. They include genes encoding the coat protein, two glycosyl transferases and a Holliday junction resolvase. Other assigned functions include a thymidylate synthase and three DNA-binding proteins. The genome sequence and composition differ strongly from those of the Sulfolobus rudiviruses SIRV1 and SIRV2, and the genome stability is very high, with no sequence variants being detected. Although the sequences of the inverted terminal repeats of the three rudiviruses are different, they all carry the motif AATTTAGGAATTTAGGAATTT near the genome ends which may constitute a signal for the Holliday junction resolvase and DNA replication.
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Affiliation(s)
- Gisle Vestergaard
- Danish Archaea Centre, Institute of Molecular Biology, Copenhagen University, Sølvgade 83H, DK-1307 Copenhagen K, Denmark
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