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Gupta P, Hiller A, Chowdhury J, Lim D, Lim DY, Saeij JPJ, Babaian A, Rodriguez F, Pereira L, Morales-Tapia A. A parasite odyssey: An RNA virus concealed in Toxoplasma gondii. Virus Evol 2024; 10:veae040. [PMID: 38817668 PMCID: PMC11137675 DOI: 10.1093/ve/veae040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 03/05/2024] [Accepted: 05/10/2024] [Indexed: 06/01/2024] Open
Abstract
We are entering a 'Platinum Age of Virus Discovery', an era marked by exponential growth in the discovery of virus biodiversity, and driven by advances in metagenomics and computational analysis. In the ecosystem of a human (or any animal) there are more species of viruses than simply those directly infecting the animal cells. Viruses can infect all organisms constituting the microbiome, including bacteria, fungi, and unicellular parasites. Thus the complexity of possible interactions between host, microbe, and viruses is unfathomable. To understand this interaction network we must employ computationally assisted virology as a means of analyzing and interpreting the millions of available samples to make inferences about the ways in which viruses may intersect human health. From a computational viral screen of human neuronal datasets, we identified a novel narnavirus Apocryptovirus odysseus (Ao) which likely infects the neurotropic parasite Toxoplasma gondii. Previously, several parasitic protozoan viruses (PPVs) have been mechanistically established as triggers of host innate responses, and here we present in silico evidence that Ao is a plausible pro-inflammatory factor in human and mouse cells infected by T. gondii. T. gondii infects billions of people worldwide, yet the prognosis of toxoplasmosis disease is highly variable, and PPVs like Ao could function as a hitherto undescribed hypervirulence factor. In a broader screen of over 7.6 million samples, we explored phylogenetically proximal viruses to Ao and discovered nineteen Apocryptovirus species, all found in libraries annotated as vertebrate transcriptome or metatranscriptomes. While samples containing this genus of narnaviruses are derived from sheep, goat, bat, rabbit, chicken, and pigeon samples, the presence of virus is strongly predictive of parasitic Apicomplexa nucleic acid co-occurrence, supporting the fact that Apocryptovirus is a genus of parasite-infecting viruses. This is a computational proof-of-concept study in which we rapidly analyze millions of datasets from which we distilled a mechanistically, ecologically, and phylogenetically refined hypothesis. We predict that this highly diverged Ao RNA virus is biologically a T. gondii infection, and that Ao, and other viruses like it, will modulate this disease which afflicts billions worldwide.
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Affiliation(s)
- Purav Gupta
- The Woodlands Secondary School, 3225 Erindale Station Rd,Mississauga, ON L5C 1Y5, Canada
- Department of Molecular Genetics, University of Toronto, 1 King’s College Circle, Toronto, ON M5S 1A8, Canada
- The Donnelly Centre for Cellular + Biomolecular Research, University of Toronto, 160 College St, Toronto, ON M5S 3E1, Canada
- The Woodlands Secondary School, 3225 Erindale Station Rd, Mississauga, ON L5C 1Y5, Canada
| | - Aiden Hiller
- Department of Molecular Genetics, University of Toronto, 1 King’s College Circle, Toronto, ON M5S 1A8, Canada
- The Donnelly Centre for Cellular + Biomolecular Research, University of Toronto, 160 College St, Toronto, ON M5S 3E1, Canada
- The Woodlands Secondary School, 3225 Erindale Station Rd, Mississauga, ON L5C 1Y5, Canada
| | - Jawad Chowdhury
- Department of Molecular Genetics, University of Toronto, 1 King’s College Circle, Toronto, ON M5S 1A8, Canada
- The Donnelly Centre for Cellular + Biomolecular Research, University of Toronto, 160 College St, Toronto, ON M5S 3E1, Canada
- The Woodlands Secondary School, 3225 Erindale Station Rd, Mississauga, ON L5C 1Y5, Canada
| | - Declan Lim
- Department of Molecular Genetics, University of Toronto, 1 King’s College Circle, Toronto, ON M5S 1A8, Canada
- The Donnelly Centre for Cellular + Biomolecular Research, University of Toronto, 160 College St, Toronto, ON M5S 3E1, Canada
- The Woodlands Secondary School, 3225 Erindale Station Rd, Mississauga, ON L5C 1Y5, Canada
| | - Dillon Yee Lim
- The Woodlands Secondary School, 3225 Erindale Station Rd, Mississauga, ON L5C 1Y5, Canada
- Department of Physiology, Anatomy and Genetics, University of Oxford, Sherrington Building, Sherrington Road, Oxford, Oxfordshire, OX1 3PT, UK
| | - Jeroen P J Saeij
- The Woodlands Secondary School, 3225 Erindale Station Rd, Mississauga, ON L5C 1Y5, Canada
- Department of Pathology, Microbiology and Immunology, School of Veterinary Medicine, University of California, 1 Shields Ave, Davis, CA 95616, USA
| | - Artem Babaian
- Department of Molecular Genetics, University of Toronto, 1 King’s College Circle, Toronto, ON M5S 1A8, Canada
- The Donnelly Centre for Cellular + Biomolecular Research, University of Toronto, 160 College St, Toronto, ON M5S 3E1, Canada
- The Woodlands Secondary School, 3225 Erindale Station Rd, Mississauga, ON L5C 1Y5, Canada
| | - Felipe Rodriguez
- The Woodlands Secondary School, 3225 Erindale Station Rd, Mississauga, ON L5C 1Y5, Canada
- Department of Pathology, Microbiology and Immunology, School of Veterinary Medicine, University of California, 1 Shields Ave, Davis, CA 95616, USA
| | - Luke Pereira
- Department of Molecular Genetics, University of Toronto, 1 King’s College Circle, Toronto, ON M5S 1A8, Canada
- The Donnelly Centre for Cellular + Biomolecular Research, University of Toronto, 160 College St, Toronto, ON M5S 3E1, Canada
- The Woodlands Secondary School, 3225 Erindale Station Rd, Mississauga, ON L5C 1Y5, Canada
| | - Alejandro Morales-Tapia
- Department of Molecular Genetics, University of Toronto, 1 King’s College Circle, Toronto, ON M5S 1A8, Canada
- The Donnelly Centre for Cellular + Biomolecular Research, University of Toronto, 160 College St, Toronto, ON M5S 3E1, Canada
- The Woodlands Secondary School, 3225 Erindale Station Rd, Mississauga, ON L5C 1Y5, Canada
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Bandla A, Akhtar H, Lupascu M, Sukri RS, Swarup S. Elevated methane flux in a tropical peatland post-fire is linked to depth-dependent changes in peat microbiome assembly. NPJ Biofilms Microbiomes 2024; 10:8. [PMID: 38253600 PMCID: PMC10803758 DOI: 10.1038/s41522-024-00478-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 01/08/2024] [Indexed: 01/24/2024] Open
Abstract
Fires in tropical peatlands extend to depth, transforming them from carbon sinks into methane sources and severely limit forest recovery. Peat microbiomes influence carbon transformations and forest recovery, yet our understanding of microbiome shifts post-fire is currently limited. Our previous study highlighted altered relationships between the peat surface, water table, aboveground vegetation, and methane flux after fire in a tropical peatland. Here, we link these changes to post-fire shifts in peat microbiome composition and assembly processes across depth. We report kingdom-specific and depth-dependent shifts in alpha diversity post-fire, with large differences at deeper depths. Conversely, we found shifts in microbiome composition across all depths. Compositional shifts extended to functional groups involved in methane turnover, with methanogens enriched and methanotrophs depleted at mid and deeper depths. Finally, we show that community shifts at deeper depths result from homogeneous selection associated with post-fire changes in hydrology and aboveground vegetation. Collectively, our findings provide a biological basis for previously reported methane fluxes after fire and offer new insights into depth-dependent shifts in microbiome assembly processes, which ultimately underlie ecosystem function predictability and ecosystem recovery.
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Affiliation(s)
- Aditya Bandla
- NUS Environmental Research Institute, National University of Singapore, Singapore, Singapore
- Singapore Centre for Environmental Life Sciences Engineering, National University of Singapore, Singapore, Singapore
| | - Hasan Akhtar
- NUS Environmental Research Institute, National University of Singapore, Singapore, Singapore
- Department of Geography, National University of Singapore, Singapore, Singapore
- School of Liberal Arts and Sciences, RV University, Bengaluru, Karnataka, India
| | - Massimo Lupascu
- NUS Environmental Research Institute, National University of Singapore, Singapore, Singapore
- Department of Geography, National University of Singapore, Singapore, Singapore
| | - Rahayu Sukmaria Sukri
- Institute for Biodiversity and Environmental Research, Universiti Brunei Darussalam, Gadong, Brunei Darussalam
| | - Sanjay Swarup
- NUS Environmental Research Institute, National University of Singapore, Singapore, Singapore.
- Singapore Centre for Environmental Life Sciences Engineering, National University of Singapore, Singapore, Singapore.
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore.
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Jones I, Marsh K, Handby TM, Hopkins K, Slezacek J, Bearhop S, Harrison XA. The influence of diet on gut microbiome and body mass dynamics in a capital-breeding migratory bird. PeerJ 2023; 11:e16682. [PMID: 38130921 PMCID: PMC10734429 DOI: 10.7717/peerj.16682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 11/24/2023] [Indexed: 12/23/2023] Open
Abstract
Gut-associated microbial communities are known to play a vital role in the health and fitness of their hosts. Though studies investigating the factors associated with among-individual variation in microbiome structure in wild animal species are increasing, knowledge of this variation at the individual level is scarce, despite the clear link between microbiome and nutritional status uncovered in humans and model organisms. Here, we combine detailed observational data on life history and foraging preference with 16S rRNA profiling of the faecal microbiome to investigate the relationship between diet, microbiome stability and rates of body mass gain in a migratory capital-breeding bird, the light-bellied Brent goose (Branta bernicla hrota). Our findings suggest that generalist feeders have microbiomes that are intermediate in diversity and composition between two foraging specialisms, and also show higher within-individual plasticity. We also suggest a link between foraging phenotype and the rates of mass gain during the spring staging of a capital breeder. This study offers rare insight into individual-level temporal dynamics of the gut microbiome of a wild host. Further work is needed to uncover the functional link between individual dietary choices, gut microbiome structure and stability, and the implications this has for the reproductive success of this capital breeder.
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Affiliation(s)
- Isabelle Jones
- Centre for Ecology and Conservation, University of Exeter, Penryn, United Kingdom
| | - Kirsty Marsh
- Centre for Ecology and Conservation, University of Exeter, Penryn, United Kingdom
| | - Tess M. Handby
- Centre for Ecology and Conservation, University of Exeter, Penryn, United Kingdom
| | - Kevin Hopkins
- Institute of Zoology, Zoological Socety of London, London, United Kingdom
| | - Julia Slezacek
- Konrad Lorenz Institute of Ethology, University of Veterinary Medicine, Vienna, Austria
| | - Stuart Bearhop
- Centre for Ecology and Conservation, University of Exeter, Penryn, United Kingdom
| | - Xavier A. Harrison
- Centre for Ecology and Conservation, University of Exeter, Penryn, United Kingdom
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Florkowski MR, Hamer SA, Yorzinski JL. Brief exposure to captivity in a songbird is associated with reduced diversity and altered composition of the gut microbiome. FEMS Microbiol Ecol 2023; 99:fiad096. [PMID: 37586886 DOI: 10.1093/femsec/fiad096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 06/07/2023] [Accepted: 08/14/2023] [Indexed: 08/18/2023] Open
Abstract
The gut microbiome is important for host fitness and is influenced by many factors including the host's environment. Captive environments could potentially influence the richness and composition of the microbiome and understanding these effects could be useful information for the care and study of millions of animals in captivity. While previous studies have found that the microbiome often changes due to captivity, they have not examined how quickly these changes can occur. We predicted that the richness of the gut microbiome of wild-caught birds would decrease with brief exposure to captivity and that their microbiome communities would become more homogeneous. To test these predictions, we captured wild house sparrows (Passer domesticus) and collected fecal samples to measure their gut microbiomes immediately after capture ("wild sample") and again 5-10 days after capture ("captive sample"). There were significant differences in beta diversity between the wild and captive samples, and captive microbiome communities were more homogenous but only when using nonphylogenetic measures. Alpha diversity of the birds' microbiomes also decreased in captivity. The functional profiles of the microbiome changed, possibly reflecting differences in stress or the birds' diets before and during captivity. Overall, we found significant changes in the richness and composition of the microbiome after only a short exposure to captivity. These findings highlight the necessity of considering microbiome changes in captive animals for research and conservation purposes.
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Affiliation(s)
- Melanie R Florkowski
- Ecology and Evolutionary Biology Program, Texas A&M University, 534 John Kimbrough Blvd, College Station, TX 77845, United States
| | - Sarah A Hamer
- Ecology and Evolutionary Biology Program, Texas A&M University, 534 John Kimbrough Blvd, College Station, TX 77845, United States
- Schubot Center for Avian Health, Department of Veterinary Pathobiology, School of Veterinary Medicine and Biomedical Sciences, Texas A&M University, 701 Farm to Market Service Road, College Station, TX 77840, United States
| | - Jessica L Yorzinski
- Ecology and Evolutionary Biology Program, Texas A&M University, 534 John Kimbrough Blvd, College Station, TX 77845, United States
- Department of Ecology and Conservation Biology, Texas A&M University, 534 John Kimbrough Blvd, College Station, TX 77845, United States
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Genomic Characterization and Wetland Occurrence of a Novel Campylobacter Isolate from Canada Geese. Microorganisms 2023; 11:microorganisms11030648. [PMID: 36985221 PMCID: PMC10056850 DOI: 10.3390/microorganisms11030648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 02/23/2023] [Accepted: 03/01/2023] [Indexed: 03/06/2023] Open
Abstract
Populations of resident, non-migratory Canada geese are rapidly increasing. Canada geese are known to transmit viral and bacterial diseases, posing a possible threat to human health. The most prevalent pathogens vectored by geese are Campylobacter species, yet the current understanding of the identity and virulence of these pathogens is limited. In our previous study, we observed a high prevalence of Campylobacter spp. in the Banklick Creek wetland—a constructed treatment wetland (CTW) located in northern KY (USA) used to understand sources of fecal contamination originating from humans and waterfowl frequenting the area. To identify the types of Campylobacter spp. found contaminating the CTW, we performed genetic analyses of Campylobacter 16s ribosomal RNA amplified from CTW water samples and collected fecal material from birds frequenting those areas. Our results showed a high occurrence of a Campylobacter canadensis-like clade from the sampling sites. Whole-genome sequence analyses of an isolate from Canada goose fecal material, called MG1, were used to confirm the identity of the CTW isolates. Further, we examined the phylogenomic position, virulence gene content, and antimicrobial resistance gene profile of MG1. Lastly, we developed an MG1-specific real-time PCR assay and confirmed the presence of MG1 in Canada goose fecal samples surrounding the CTW. Our findings reveal that the Canada goose-vectored Campylobacter sp. MG1 is a novel isolate compared to C. canadensis that possesses possible zoonotic potential, which may be of human health concern.
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Gao X, Wang X, Wu X, Shang Y, Mei X, Zhou S, Wei Q, Sun G, Dong Y, Cui W, Zhang H. Comparative Analyses of the Fecal Microbiome of Five Wild Black-Billed Capercaillie ( Tetrao parvirostris) Flocks. Animals (Basel) 2023; 13:ani13050923. [PMID: 36899780 PMCID: PMC10000248 DOI: 10.3390/ani13050923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 02/20/2023] [Accepted: 03/01/2023] [Indexed: 03/08/2023] Open
Abstract
Black-billed capercaillie (Tetrao parvirostris) was listed as a first-class state-protected animal because it was endangered in China (Category I). This study is the first to examine the diversity and composition of T. parvirostris gut microbiome in the wild. We collected fecal samples from five black-billed capercaillie flock roosting sites (each 20 km apart) in one day. Thirty fecal samples were sequenced with 16S rRNA gene amplicons on the Illumina HiSeq platform. This study is the first to analyze the fecal microbiome composition and diversity of black-billed capercaillie in the wild. At the phylum level, Camplyobacterota, Bacillota, Cyanobacteria, Actinomycetota, and Bacteroidota were the most abundant in the fecal microbiome of black-billed capercaillie. At the genus level, unidentified Chloroplast, Escherichia-Shigella, Faecalitalea, Bifidobacterium, and Halomonas were the dominant genera. Based on alpha and beta diversity analyses, we found no significant differences in the fecal microbiome between five flocks of black-billed capercaillie. Protein families: genetic information processing; protein families: signaling and cellular processes, carbohydrate metabolism; protein families: metabolism and energy metabolism are the main predicted functions of the black-billed capercaillie gut microbiome through the PICRUSt2 method. This study reveals the composition and structure of the fecal microbiome of the black-billed capercaillie under wild survival conditions, and this study provides scientific data for the comprehensive conservation of the black-billed capercaillie.
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