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Frioux C, Ansorge R, Özkurt E, Ghassemi Nedjad C, Fritscher J, Quince C, Waszak SM, Hildebrand F. Enterosignatures define common bacterial guilds in the human gut microbiome. Cell Host Microbe 2023; 31:1111-1125.e6. [PMID: 37339626 DOI: 10.1016/j.chom.2023.05.024] [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: 01/26/2023] [Revised: 04/03/2023] [Accepted: 05/23/2023] [Indexed: 06/22/2023]
Abstract
The human gut microbiome composition is generally in a stable dynamic equilibrium, but it can deteriorate into dysbiotic states detrimental to host health. To disentangle the inherent complexity and capture the ecological spectrum of microbiome variability, we used 5,230 gut metagenomes to characterize signatures of bacteria commonly co-occurring, termed enterosignatures (ESs). We find five generalizable ESs dominated by either Bacteroides, Firmicutes, Prevotella, Bifidobacterium, or Escherichia. This model confirms key ecological characteristics known from previous enterotype concepts, while enabling the detection of gradual shifts in community structures. Temporal analysis implies that the Bacteroides-associated ES is "core" in the resilience of westernized gut microbiomes, while combinations with other ESs often complement the functional spectrum. The model reliably detects atypical gut microbiomes correlated with adverse host health conditions and/or the presence of pathobionts. ESs provide an interpretable and generic model that enables an intuitive characterization of gut microbiome composition in health and disease.
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Affiliation(s)
- Clémence Frioux
- Food, Microbiome, and Health Institute Strategic Programme, Quadram Institute Bioscience, Norwich Research Park, NR4 7UQ Norwich, Norfolk, UK; Digital Biology, Earlham Institute NR4 7UZ Norwich, Norfolk, UK; Inria, University of Bordeaux, INRAE, 33400 Talence, France.
| | - Rebecca Ansorge
- Food, Microbiome, and Health Institute Strategic Programme, Quadram Institute Bioscience, Norwich Research Park, NR4 7UQ Norwich, Norfolk, UK; Digital Biology, Earlham Institute NR4 7UZ Norwich, Norfolk, UK
| | - Ezgi Özkurt
- Food, Microbiome, and Health Institute Strategic Programme, Quadram Institute Bioscience, Norwich Research Park, NR4 7UQ Norwich, Norfolk, UK; Digital Biology, Earlham Institute NR4 7UZ Norwich, Norfolk, UK
| | | | - Joachim Fritscher
- Food, Microbiome, and Health Institute Strategic Programme, Quadram Institute Bioscience, Norwich Research Park, NR4 7UQ Norwich, Norfolk, UK; Digital Biology, Earlham Institute NR4 7UZ Norwich, Norfolk, UK
| | - Christopher Quince
- Food, Microbiome, and Health Institute Strategic Programme, Quadram Institute Bioscience, Norwich Research Park, NR4 7UQ Norwich, Norfolk, UK; Digital Biology, Earlham Institute NR4 7UZ Norwich, Norfolk, UK
| | - Sebastian M Waszak
- Centre for Molecular Medicine Norway (NCMM), Nordic EMBL Partnership, University of Oslo and Oslo University Hospital, Oslo 0318, Norway; Department of Neurology, University of California, San Francisco, San Francisco, CA 94148, USA; Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg 69117, Germany
| | - Falk Hildebrand
- Food, Microbiome, and Health Institute Strategic Programme, Quadram Institute Bioscience, Norwich Research Park, NR4 7UQ Norwich, Norfolk, UK; Digital Biology, Earlham Institute NR4 7UZ Norwich, Norfolk, UK.
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Sato Y, Wippler J, Wentrup C, Ansorge R, Sadowski M, Gruber-Vodicka H, Dubilier N, Kleiner M. Fidelity varies in the symbiosis between a gutless marine worm and its microbial consortium. Microbiome 2022; 10:178. [PMID: 36273146 PMCID: PMC9587655 DOI: 10.1186/s40168-022-01372-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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: 06/21/2022] [Accepted: 09/15/2022] [Indexed: 05/30/2023]
Abstract
BACKGROUND Many animals live in intimate associations with a species-rich microbiome. A key factor in maintaining these beneficial associations is fidelity, defined as the stability of associations between hosts and their microbiota over multiple host generations. Fidelity has been well studied in terrestrial hosts, particularly insects, over longer macroevolutionary time. In contrast, little is known about fidelity in marine animals with species-rich microbiomes at short microevolutionary time scales, that is at the level of a single host population. Given that natural selection acts most directly on local populations, studies of microevolutionary partner fidelity are important for revealing the ecological and evolutionary processes that drive intimate beneficial associations within animal species. RESULTS In this study on the obligate symbiosis between the gutless marine annelid Olavius algarvensis and its consortium of seven co-occurring bacterial symbionts, we show that partner fidelity varies across symbiont species from strict to absent over short microevolutionary time. Using a low-coverage sequencing approach that has not yet been applied to microbial community analyses, we analysed the metagenomes of 80 O. algarvensis individuals from the Mediterranean and compared host mitochondrial and symbiont phylogenies based on single-nucleotide polymorphisms across genomes. Fidelity was highest for the two chemoautotrophic, sulphur-oxidizing symbionts that dominated the microbial consortium of all O. algarvensis individuals. In contrast, fidelity was only intermediate to absent in the sulphate-reducing and spirochaetal symbionts with lower abundance. These differences in fidelity are likely driven by both selective and stochastic forces acting on the consistency with which symbionts are vertically transmitted. CONCLUSIONS We hypothesize that variable degrees of fidelity are advantageous for O. algarvensis by allowing the faithful transmission of their nutritionally most important symbionts and flexibility in the acquisition of other symbionts that promote ecological plasticity in the acquisition of environmental resources. Video Abstract.
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Affiliation(s)
- Yui Sato
- Max Planck Institute for Marine Microbiology, Celsiusstr. 1, D-28359, Bremen, Germany.
| | - Juliane Wippler
- Max Planck Institute for Marine Microbiology, Celsiusstr. 1, D-28359, Bremen, Germany
| | - Cecilia Wentrup
- Max Planck Institute for Marine Microbiology, Celsiusstr. 1, D-28359, Bremen, Germany
| | - Rebecca Ansorge
- Max Planck Institute for Marine Microbiology, Celsiusstr. 1, D-28359, Bremen, Germany
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich, NR4 7UQ, UK
| | - Miriam Sadowski
- Max Planck Institute for Marine Microbiology, Celsiusstr. 1, D-28359, Bremen, Germany
| | - Harald Gruber-Vodicka
- Max Planck Institute for Marine Microbiology, Celsiusstr. 1, D-28359, Bremen, Germany
| | - Nicole Dubilier
- Max Planck Institute for Marine Microbiology, Celsiusstr. 1, D-28359, Bremen, Germany.
| | - Manuel Kleiner
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, USA.
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Parker A, Romano S, Ansorge R, Aboelnour A, Le Gall G, Savva GM, Pontifex MG, Telatin A, Baker D, Jones E, Vauzour D, Rudder S, Blackshaw LA, Jeffery G, Carding SR. Fecal microbiota transfer between young and aged mice reverses hallmarks of the aging gut, eye, and brain. Microbiome 2022; 10:68. [PMID: 35501923 PMCID: PMC9063061 DOI: 10.1186/s40168-022-01243-w] [Citation(s) in RCA: 88] [Impact Index Per Article: 44.0] [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: 12/03/2021] [Accepted: 02/04/2022] [Indexed: 05/11/2023]
Abstract
BACKGROUND Altered intestinal microbiota composition in later life is associated with inflammaging, declining tissue function, and increased susceptibility to age-associated chronic diseases, including neurodegenerative dementias. Here, we tested the hypothesis that manipulating the intestinal microbiota influences the development of major comorbidities associated with aging and, in particular, inflammation affecting the brain and retina. METHODS Using fecal microbiota transplantation, we exchanged the intestinal microbiota of young (3 months), old (18 months), and aged (24 months) mice. Whole metagenomic shotgun sequencing and metabolomics were used to develop a custom analysis workflow, to analyze the changes in gut microbiota composition and metabolic potential. Effects of age and microbiota transfer on the gut barrier, retina, and brain were assessed using protein assays, immunohistology, and behavioral testing. RESULTS We show that microbiota composition profiles and key species enriched in young or aged mice are successfully transferred by FMT between young and aged mice and that FMT modulates resulting metabolic pathway profiles. The transfer of aged donor microbiota into young mice accelerates age-associated central nervous system (CNS) inflammation, retinal inflammation, and cytokine signaling and promotes loss of key functional protein in the eye, effects which are coincident with increased intestinal barrier permeability. Conversely, these detrimental effects can be reversed by the transfer of young donor microbiota. CONCLUSIONS These findings demonstrate that the aging gut microbiota drives detrimental changes in the gut-brain and gut-retina axes suggesting that microbial modulation may be of therapeutic benefit in preventing inflammation-related tissue decline in later life. Video abstract.
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Affiliation(s)
- Aimée Parker
- Gut Microbes and Health Research Programme, Quadram Institute, Norwich, NR4 7UQ, UK.
| | - Stefano Romano
- Gut Microbes and Health Research Programme, Quadram Institute, Norwich, NR4 7UQ, UK
| | - Rebecca Ansorge
- Gut Microbes and Health Research Programme, Quadram Institute, Norwich, NR4 7UQ, UK
| | - Asmaa Aboelnour
- Institute of Ophthalmology, University College London, London, EC1V 9EL, UK
| | - Gwenaelle Le Gall
- Norwich Medical School, University of East Anglia, Norwich, NR4 7TJ, UK
| | - George M Savva
- Gut Microbes and Health Research Programme, Quadram Institute, Norwich, NR4 7UQ, UK
| | | | - Andrea Telatin
- Gut Microbes and Health Research Programme, Quadram Institute, Norwich, NR4 7UQ, UK
| | - David Baker
- Gut Microbes and Health Research Programme, Quadram Institute, Norwich, NR4 7UQ, UK
| | - Emily Jones
- Gut Microbes and Health Research Programme, Quadram Institute, Norwich, NR4 7UQ, UK
| | - David Vauzour
- Norwich Medical School, University of East Anglia, Norwich, NR4 7TJ, UK
| | - Steven Rudder
- Gut Microbes and Health Research Programme, Quadram Institute, Norwich, NR4 7UQ, UK
| | - L Ashley Blackshaw
- Gut Microbes and Health Research Programme, Quadram Institute, Norwich, NR4 7UQ, UK
| | - Glen Jeffery
- Institute of Ophthalmology, University College London, London, EC1V 9EL, UK
| | - Simon R Carding
- Gut Microbes and Health Research Programme, Quadram Institute, Norwich, NR4 7UQ, UK.
- Norwich Medical School, University of East Anglia, Norwich, NR4 7TJ, UK.
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Hsieh SY, Tariq MA, Telatin A, Ansorge R, Adriaenssens EM, Savva GM, Booth C, Wileman T, Hoyles L, Carding SR. Comparison of PCR versus PCR-Free DNA Library Preparation for Characterising the Human Faecal Virome. Viruses 2021; 13:2093. [PMID: 34696523 PMCID: PMC8537689 DOI: 10.3390/v13102093] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [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: 09/22/2021] [Revised: 10/13/2021] [Accepted: 10/15/2021] [Indexed: 01/04/2023] Open
Abstract
The human intestinal microbiota is abundant in viruses, comprising mainly bacteriophages, occasionally outnumbering bacteria 10:1 and is termed the virome. Due to their high genetic diversity and the lack of suitable tools and reference databases, the virome remains poorly characterised and is often referred to as "viral dark matter". However, the choice of sequencing platforms, read lengths and library preparation make study design challenging with respect to the virome. Here we have compared the use of PCR and PCR-free methods for sequence-library construction on the Illumina sequencing platform for characterising the human faecal virome. Viral DNA was extracted from faecal samples of three healthy donors and sequenced. Our analysis shows that most variation was reflecting the individually specific faecal virome. However, we observed differences between PCR and PCR-free library preparation that affected the recovery of low-abundance viral genomes. Using three faecal samples in this study, the PCR library preparation samples led to a loss of lower-abundance vOTUs evident in their PCR-free pairs (vOTUs 128, 6202 and 8364) and decreased the alpha-diversity indices (Chao1 p-value = 0.045 and Simpson p-value = 0.044). Thus, differences between PCR and PCR-free methods are important to consider when investigating "rare" members of the gut virome, with these biases likely negligible when investigating moderately and highly abundant viruses.
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Affiliation(s)
- Shen-Yuan Hsieh
- Gut Microbes and Health Research Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.-Y.H.); (A.T.); (R.A.); (E.M.A.); (G.M.S.); (C.B.); (T.W.); (S.R.C.)
| | - Mohammad A. Tariq
- Gut Microbes and Health Research Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.-Y.H.); (A.T.); (R.A.); (E.M.A.); (G.M.S.); (C.B.); (T.W.); (S.R.C.)
| | - Andrea Telatin
- Gut Microbes and Health Research Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.-Y.H.); (A.T.); (R.A.); (E.M.A.); (G.M.S.); (C.B.); (T.W.); (S.R.C.)
| | - Rebecca Ansorge
- Gut Microbes and Health Research Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.-Y.H.); (A.T.); (R.A.); (E.M.A.); (G.M.S.); (C.B.); (T.W.); (S.R.C.)
| | - Evelien M. Adriaenssens
- Gut Microbes and Health Research Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.-Y.H.); (A.T.); (R.A.); (E.M.A.); (G.M.S.); (C.B.); (T.W.); (S.R.C.)
| | - George M. Savva
- Gut Microbes and Health Research Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.-Y.H.); (A.T.); (R.A.); (E.M.A.); (G.M.S.); (C.B.); (T.W.); (S.R.C.)
| | - Catherine Booth
- Gut Microbes and Health Research Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.-Y.H.); (A.T.); (R.A.); (E.M.A.); (G.M.S.); (C.B.); (T.W.); (S.R.C.)
| | - Tom Wileman
- Gut Microbes and Health Research Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.-Y.H.); (A.T.); (R.A.); (E.M.A.); (G.M.S.); (C.B.); (T.W.); (S.R.C.)
- Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK
| | - Lesley Hoyles
- Department of Biosciences, School of Science & Technology, Nottingham Trent University, Nottingham NG11 8NS, UK;
| | - Simon R. Carding
- Gut Microbes and Health Research Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.-Y.H.); (A.T.); (R.A.); (E.M.A.); (G.M.S.); (C.B.); (T.W.); (S.R.C.)
- Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK
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Ücker M, Ansorge R, Sato Y, Sayavedra L, Breusing C, Dubilier N. Deep-sea mussels from a hybrid zone on the Mid-Atlantic Ridge host genetically indistinguishable symbionts. ISME J 2021; 15:3076-3083. [PMID: 33972724 PMCID: PMC8443746 DOI: 10.1038/s41396-021-00927-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 01/26/2021] [Accepted: 02/03/2021] [Indexed: 02/04/2023]
Abstract
The composition and diversity of animal microbiomes is shaped by a variety of factors, many of them interacting, such as host traits, the environment, and biogeography. Hybrid zones, in which the ranges of two host species meet and hybrids are found, provide natural experiments for determining the drivers of microbiome communities, but have not been well studied in marine environments. Here, we analysed the composition of the symbiont community in two deep-sea, Bathymodiolus mussel species along their known distribution range at hydrothermal vents on the Mid-Atlantic Ridge, with a focus on the hybrid zone where they interbreed. In-depth metagenomic analyses of the sulphur-oxidising symbionts of 30 mussels from the hybrid zone, at a resolution of single nucleotide polymorphism analyses of ~2500 orthologous genes, revealed that parental and hybrid mussels (F2-F4 generation) have genetically indistinguishable symbionts. While host genetics does not appear to affect symbiont composition in these mussels, redundancy analyses showed that geographic location of the mussels on the Mid-Atlantic Ridge explained most of the symbiont genetic variability compared to the other factors. We hypothesise that geographic structuring of the free-living symbiont population plays a major role in driving the composition of the microbiome in these deep-sea mussels.
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Affiliation(s)
- Merle Ücker
- grid.419529.20000 0004 0491 3210Max Planck Institute for Marine Microbiology, Bremen, Germany ,grid.7704.40000 0001 2297 4381MARUM—Center for Marine Environmental Sciences of the University of Bremen, Bremen, Germany
| | - Rebecca Ansorge
- grid.419529.20000 0004 0491 3210Max Planck Institute for Marine Microbiology, Bremen, Germany ,grid.40368.390000 0000 9347 0159Quadram Institute Bioscience, Norwich, Norfolk UK
| | - Yui Sato
- grid.419529.20000 0004 0491 3210Max Planck Institute for Marine Microbiology, Bremen, Germany
| | - Lizbeth Sayavedra
- grid.419529.20000 0004 0491 3210Max Planck Institute for Marine Microbiology, Bremen, Germany ,grid.40368.390000 0000 9347 0159Quadram Institute Bioscience, Norwich, Norfolk UK
| | - Corinna Breusing
- grid.20431.340000 0004 0416 2242University of Rhode Island, Graduate School of Oceanography, Narragansett, RI USA
| | - Nicole Dubilier
- grid.419529.20000 0004 0491 3210Max Planck Institute for Marine Microbiology, Bremen, Germany ,grid.7704.40000 0001 2297 4381MARUM—Center for Marine Environmental Sciences of the University of Bremen, Bremen, Germany
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McKee AM, Kirkup BM, Madgwick M, Fowler WJ, Price CA, Dreger SA, Ansorge R, Makin KA, Caim S, Le Gall G, Paveley J, Leclaire C, Dalby M, Alcon-Giner C, Andrusaite A, Feng TY, Di Modica M, Triulzi T, Tagliabue E, Milling SW, Weilbaecher KN, Rutkowski MR, Korcsmáros T, Hall LJ, Robinson SD. Antibiotic-induced disturbances of the gut microbiota result in accelerated breast tumor growth. iScience 2021; 24:103012. [PMID: 34522855 PMCID: PMC8426205 DOI: 10.1016/j.isci.2021.103012] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [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: 07/13/2020] [Revised: 04/29/2021] [Accepted: 08/17/2021] [Indexed: 02/08/2023] Open
Abstract
The gut microbiota's function in regulating health has seen it linked to disease progression in several cancers. However, there is limited research detailing its influence in breast cancer (BrCa). This study found that antibiotic-induced perturbation of the gut microbiota significantly increases tumor progression in multiple BrCa mouse models. Metagenomics highlights the common loss of several bacterial species following antibiotic administration. One such bacteria, Faecalibaculum rodentium, rescued this increased tumor growth. Single-cell transcriptomics identified an increased number of cells with a stromal signature in tumors, and subsequent histology revealed an increased abundance of mast cells in the tumor stromal regions. We show that administration of a mast cell stabilizer, cromolyn, rescues increased tumor growth in antibiotic treated animals but has no influence on tumors from control cohorts. These findings highlight that BrCa-microbiota interactions are different from other cancers studied to date and suggest new research avenues for therapy development.
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Affiliation(s)
- Alastair M. McKee
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
| | - Benjamin M. Kirkup
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
| | - Matthew Madgwick
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
- Earlham Institute, Norwich Research Park, Norwich, NR4 7UZ, UK
| | - Wesley J. Fowler
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
| | - Christopher A. Price
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
| | - Sally A. Dreger
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
| | - Rebecca Ansorge
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
| | - Kate A. Makin
- Faculty of Medicine and Health Sciences, University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK
| | - Shabhonam Caim
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
| | - Gwenaelle Le Gall
- Faculty of Medicine and Health Sciences, University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK
| | - Jack Paveley
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
| | - Charlotte Leclaire
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
| | - Matthew Dalby
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
| | - Cristina Alcon-Giner
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
| | - Anna Andrusaite
- Centre for Immunobiology, Institute of Infection, Immunity and Inflammation, College of Medicine, Veterinary Medicine and Life Sciences, University of Glasgow, Glasgow G12 8TA, UK
| | - Tzu-Yu Feng
- Department of Microbiology, Immunology, and Cancer Biology, University of Virginia, Charlottesville, VA 22908, USA
| | - Martina Di Modica
- Molecular Targeting Unit, Department of Research, Fondazione IRCCS Instituto Nazionale di Tumori, Milan, 20133, Italy
| | - Tiziana Triulzi
- Molecular Targeting Unit, Department of Research, Fondazione IRCCS Instituto Nazionale di Tumori, Milan, 20133, Italy
| | - Elda Tagliabue
- Molecular Targeting Unit, Department of Research, Fondazione IRCCS Instituto Nazionale di Tumori, Milan, 20133, Italy
| | - Simon W.F. Milling
- Centre for Immunobiology, Institute of Infection, Immunity and Inflammation, College of Medicine, Veterinary Medicine and Life Sciences, University of Glasgow, Glasgow G12 8TA, UK
| | - Katherine N. Weilbaecher
- Department of Internal Medicine, Division of Molecular Oncology, Washington University in St Louis, St. Louis, MO, 63110, USA
| | - Melanie R. Rutkowski
- Department of Microbiology, Immunology, and Cancer Biology, University of Virginia, Charlottesville, VA 22908, USA
| | - Tamás Korcsmáros
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
- Earlham Institute, Norwich Research Park, Norwich, NR4 7UZ, UK
| | - Lindsay J. Hall
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
- Faculty of Medicine and Health Sciences, University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK
- Chair of Intestinal Microbiome, School of Life Sciences, ZIEL – Institute for Food & Health, Technical University of Munich, 85354 Freising, Germany
| | - Stephen D. Robinson
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7AU, UK
- School of Biological Sciences, University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK
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Ansorge R, Birolo G, James SA, Telatin A. Dadaist2: A Toolkit to Automate and Simplify Statistical Analysis and Plotting of Metabarcoding Experiments. Int J Mol Sci 2021; 22:5309. [PMID: 34069990 PMCID: PMC8157834 DOI: 10.3390/ijms22105309] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [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: 04/19/2021] [Revised: 05/10/2021] [Accepted: 05/11/2021] [Indexed: 12/14/2022] Open
Abstract
The taxonomic composition of microbial communities can be assessed using universal marker amplicon sequencing. The most common taxonomic markers are the 16S rDNA for bacterial communities and the internal transcribed spacer (ITS) region for fungal communities, but various other markers are used for barcoding eukaryotes. A crucial step in the bioinformatic analysis of amplicon sequences is the identification of representative sequences. This can be achieved using a clustering approach or by denoising raw sequencing reads. DADA2 is a widely adopted algorithm, released as an R library, that denoises marker-specific amplicons from next-generation sequencing and produces a set of representative sequences referred to as 'Amplicon Sequence Variants' (ASV). Here, we present Dadaist2, a modular pipeline, providing a complete suite for the analysis that ranges from raw sequencing reads to the statistics of numerical ecology. Dadaist2 implements a new approach that is specifically optimised for amplicons with variable lengths, such as the fungal ITS. The pipeline focuses on streamlining the data flow from the command line to R, with multiple options for statistical analysis and plotting, both interactive and automatic.
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Affiliation(s)
- Rebecca Ansorge
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich NR4 7UQ, UK; (R.A.); (S.A.J.)
| | - Giovanni Birolo
- Medical Sciences Department, University of Turin, 10126 Turin, Italy;
| | - Stephen A. James
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich NR4 7UQ, UK; (R.A.); (S.A.J.)
| | - Andrea Telatin
- Gut Microbes and Health Programme, Quadram Institute Bioscience, Norwich NR4 7UQ, UK; (R.A.); (S.A.J.)
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James SA, Phillips S, Telatin A, Baker D, Ansorge R, Clarke P, Hall LJ, Carding SR. Preterm Infants Harbour a Rapidly Changing Mycobiota That Includes Candida Pathobionts. J Fungi (Basel) 2020; 6:E273. [PMID: 33182444 PMCID: PMC7712117 DOI: 10.3390/jof6040273] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [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: 10/26/2020] [Revised: 11/04/2020] [Accepted: 11/05/2020] [Indexed: 12/22/2022] Open
Abstract
Fungi and the mycobiome are a fundamental part of the human microbiome that contributes to human health and development. Despite this, relatively little is known about the mycobiome of the preterm infant gut. Here, we have characterised faecal fungal communities present in 11 premature infants born with differing degrees of prematurity and mapped how the mycobiome develops during early infancy. Using an ITS1 sequencing-based approach, the preterm infant gut mycobiome was found to be often dominated by a single species, typically a yeast. Candida was the most abundant genus, with the pathobionts C.albicans and C.parapsilosis highly prevalent and persistent in these infants. Gestational maturity at birth affected the distribution and abundance of these Candida, with hospital-associated C.parapsilosis more prevalent and abundant in infants born at less than 31 weeks. Fungal diversity was lowest at 6 months, but increased with age and change of diet, with food-associated Saccharomycescerevisiae most abundant in infants post weaning. This study provides a first insight into the fungal communities present within the preterm infant gut, identifying distinctive features including the prominence of pathobiont species, and the influence age and environmental factors play in shaping the development of the mycobiome.
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Affiliation(s)
- Stephen A. James
- Gut Microbes and Health, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.A.J.); (S.P.); (A.T.); (D.B.); (R.A.)
| | - Sarah Phillips
- Gut Microbes and Health, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.A.J.); (S.P.); (A.T.); (D.B.); (R.A.)
| | - Andrea Telatin
- Gut Microbes and Health, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.A.J.); (S.P.); (A.T.); (D.B.); (R.A.)
| | - David Baker
- Gut Microbes and Health, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.A.J.); (S.P.); (A.T.); (D.B.); (R.A.)
| | - Rebecca Ansorge
- Gut Microbes and Health, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.A.J.); (S.P.); (A.T.); (D.B.); (R.A.)
| | - Paul Clarke
- Neonatal Intensive Care Unit, Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich NR4 7UY, UK;
- Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK
| | - Lindsay J. Hall
- Gut Microbes and Health, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.A.J.); (S.P.); (A.T.); (D.B.); (R.A.)
- Ziel—Institute for Food and Health, Technical University of Munich, 85354 Freising, Germany
| | - Simon R. Carding
- Gut Microbes and Health, Quadram Institute Bioscience, Norwich Research Park, Norwich NR4 7UQ, UK; (S.A.J.); (S.P.); (A.T.); (D.B.); (R.A.)
- Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK
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Romero Picazo D, Dagan T, Ansorge R, Petersen JM, Dubilier N, Kupczok A. Horizontally transmitted symbiont populations in deep-sea mussels are genetically isolated. ISME J 2019; 13:2954-2968. [PMID: 31395952 PMCID: PMC6863903 DOI: 10.1038/s41396-019-0475-z] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [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] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Revised: 05/22/2019] [Accepted: 06/16/2019] [Indexed: 02/07/2023]
Abstract
Eukaryotes are habitats for bacterial organisms where the host colonization and dispersal among individual hosts have consequences for the bacterial ecology and evolution. Vertical symbiont transmission leads to geographic isolation of the microbial population and consequently to genetic isolation of microbiotas from individual hosts. In contrast, the extent of geographic and genetic isolation of horizontally transmitted microbiota is poorly characterized. Here we show that chemosynthetic symbionts of individual Bathymodiolus brooksi mussels constitute genetically isolated subpopulations. The reconstruction of core genome-wide strains from high-resolution metagenomes revealed distinct phylogenetic clades. Nucleotide diversity and strain composition vary along the mussel life span and individual hosts show a high degree of genetic isolation. Our results suggest that the uptake of environmental bacteria is a restricted process in B. brooksi, where self-infection of the gill tissue results in serial founder effects during symbiont evolution. We conclude that bacterial colonization dynamics over the host life cycle is thus an important determinant of population structure and genome evolution of horizontally transmitted symbionts.
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Affiliation(s)
- Devani Romero Picazo
- Genomic Microbiology Group, Institute of General Microbiology, Christian-Albrechts University, Kiel, Germany.
| | - Tal Dagan
- Genomic Microbiology Group, Institute of General Microbiology, Christian-Albrechts University, Kiel, Germany
| | - Rebecca Ansorge
- Max Planck Institute for Marine Microbiology, Bremen, Germany
| | - Jillian M Petersen
- Division of Microbiology and Ecosystem Science, University of Vienna, Wien, Austria
| | - Nicole Dubilier
- Max Planck Institute for Marine Microbiology, Bremen, Germany
| | - Anne Kupczok
- Genomic Microbiology Group, Institute of General Microbiology, Christian-Albrechts University, Kiel, Germany.
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Ansorge R, Romano S, Sayavedra L, Porras MÁG, Kupczok A, Tegetmeyer HE, Dubilier N, Petersen J. Functional diversity enables multiple symbiont strains to coexist in deep-sea mussels. Nat Microbiol 2019; 4:2487-2497. [DOI: 10.1038/s41564-019-0572-9] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 08/28/2019] [Indexed: 12/13/2022]
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11
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Romano S, Ansorge R. Scientific communication strategies of microbiologists in the era of social media. FEMS Microbiol Lett 2019; 365:5174969. [PMID: 30423115 DOI: 10.1093/femsle/fny264] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Accepted: 11/06/2018] [Indexed: 11/12/2022] Open
Abstract
Over the last decades, the world of communication underwent drastic changes, and internet and social media emerged as essential vehicles for exchanging information. Following these trends, it is important that scientists adapt to changes and adopt optimal strategies to communicate with colleagues, lay people and institutions. We conducted an online survey to investigate the communication strategies of microbiologists and their colleagues from other disciplines. We collected data from 527 scholars from 57 countries, with ∼42% of them being microbiologists. We focused particularly on social media and found that >80% of participants used them for work, and that ∼50% of interviewed actively shared and gathered scientific contents from social media. Compared to colleagues from other fields, microbiologists were less averse to use social media for work and were also less accustomed to use pre-prints as a source and vehicle of information. However, a large proportion of microbiologists declared to have planned pre-print publications in the future. Surprisingly, our data revealed that age is a poor predictor of social media usage, but it is strongly associated with the type of social media used, the activity undertaken on them and the attitude towards pre-print publications. Considering the kaleidoscopic variety of scientific communication tools, our data might help to optimize the scientific promotion strategies among microbiologists.
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Affiliation(s)
- Stefano Romano
- Division of Microbial Ecology, Department of Microbiology and Ecosystem Science, Althanstrasse 14, 1090 Vienna, Austria
| | - Rebecca Ansorge
- Division of Microbial Ecology, Department of Microbiology and Ecosystem Science, Althanstrasse 14, 1090 Vienna, Austria.,Symbiosis Department, Max Planck Institute for Marine Microbiology, Celsiusstrasse 1, Bremen 28359, Germany
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12
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da Silva J, Ansorge R, Jena R. 49: Fast pencil beam dose calculation for hadron therapy on GPU. Radiother Oncol 2014. [DOI: 10.1016/s0167-8140(15)34070-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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13
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Bundschu HD, Suchenwirth R, Ansorge R. [Enzyme histological findings in skeletal muscle of man. 3. The muscular picture in polyneuropathic diseases]. Klin Wochenschr 1971; 49:148-55. [PMID: 4322449 DOI: 10.1007/bf01496809] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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