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Herder EA, Skeen HR, Lutz HL, Hird SM. Body Size Poorly Predicts Host-Associated Microbial Diversity in Wild Birds. Microbiol Spectr 2023; 11:e0374922. [PMID: 37039681 PMCID: PMC10269867 DOI: 10.1128/spectrum.03749-22] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 03/12/2023] [Indexed: 04/12/2023] Open
Abstract
The composition and diversity of avian microbiota are shaped by many factors, including host ecologies and environmental variables. In this study, we examine microbial diversity across 214 bird species sampled in Malawi at five major body sites: blood, buccal cavity, gizzard, intestinal tract, and cloaca. Microbial community dissimilarity differed significantly across body sites. Ecological theory predicts that as area increases, so does diversity. We tested the hypothesis that avian microbiota diversity is correlated with body size, used as a proxy for area, using comparative phylogenetic methods. Using Pagel's lambda, we found that few microbial diversity metrics had significant phylogenetic signals. Phylogenetic generalized least squares identified a significant but weak negative correlation between host size and microbial diversity of the blood and a similarly significant but weakly positive correlation between the cloacal microbiota and host size among birds within the order Passeriformes. Phylosymbiosis, or a congruent branching pattern between host phylogeny and their associated microbiota similarity, was tested and found to be weak or not significant in four of the body sites with sufficient sample size (blood, buccal, cloaca, and intestines). Taken together, these results suggest that the avian microbiome is highly variable, with microbiota diversity demonstrating few clear associations with bird size. Finally, the blood microbiota have a unique relationship with host size. IMPORTANCE All animals coexist and interact with microorganisms, including bacteria, archaea, microscopic eukaryotes, and viruses. These microorganisms can have an enormous influence on the biology and health of macro-organisms. However, the general rules that govern these host-associated microbial communities are poorly described, especially in wild animals. In this paper, we investigate the microbial communities of over 200 species of birds from Malawi and characterize five body site bacterial microbiota in depth. Because the evolutionary relationships of the host underlie the relationship between any host-associated microbiota relationships, we use phylogenetic comparative methods to account for this relationship. We find that the size of a host (the bird) and the diversity and composition of the microbiota are largely uncorrelated. We also find that the general pattern of similarity between host phylogeny and microbiota similarity is weak. Together, we see that bird microbiota are not strongly tied to host size or evolutionary history.
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Affiliation(s)
- Elizabeth A. Herder
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut, USA
| | - Heather R. Skeen
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut, USA
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, Connecticut, USA
- Negaunee Integrative Research Center, Field Museum of Natural History, Chicago, Illinois, USA
| | - Holly L. Lutz
- Negaunee Integrative Research Center, Field Museum of Natural History, Chicago, Illinois, USA
- Department of Pediatrics, UC San Diego School of Medicine, La Jolla, California, USA
| | - Sarah M. Hird
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut, USA
- Institute for Systems Genomics, University of Connecticut, Storrs, Connecticut, USA
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Skeen HR, Willard DE, Jones AW, Winger BM, Gyllenhaal EF, Tsuru BR, Hackett SJ, Novembre J. Intestinal microbiota of Nearctic-Neotropical migratory birds vary more over seasons and years than between host species. Mol Ecol 2023. [PMID: 36974685 DOI: 10.1111/mec.16915] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 02/22/2023] [Accepted: 03/02/2023] [Indexed: 03/29/2023]
Abstract
Seasonal migration of Nearctic-Neotropical passerine birds may have profound effects on the diversity and abundance of their host-associated microbiota. Migratory birds experience seasonal change in environments and diets throughout the course of the annual cycle that, along with recurrent biological events such as reproduction, may significantly impact their microbiota. In this study, we characterize the intestinal microbiota of four closely related species of migratory Catharus thrushes at three time points of their migratory cycle: during spring migration, on the summer breeding territories and during fall migration. Using observations replicated over 3 years, we determined that microbial community diversity of Catharus thrushes was significantly different across distinct time periods of the annual cycle, whereas community composition was more similar within than across years. Elevated alpha diversity in the summer birds compared to either migratory period indicated that birds may harbour a reduced microbiota during active migration. We also found that community composition of the microbiota did not substantially differ between host species. Finally, we recovered two phyla, Cyanobacteria and Planctomycetota, which are not commonly described from birds, that were in relatively high abundance in specific years. This study contributes to our growing understanding of how microbiota in wild birds vary throughout disparate ecological conditions and reveals potential axes across which an animal's microbial flexibility adapts to variable environments and recurrent biological conditions throughout the annual cycle.
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Affiliation(s)
- Heather R Skeen
- Committee on Evolutionary Biology, University of Chicago, Chicago, Illinois, USA
- Negaunee Integrative Research Centre, Field Museum of Natural History, Chicago, Illinois, USA
| | - David E Willard
- Gantz Family Collection Center, Field Museum of Natural History, Illinois, Chicago, USA
| | - Andrew W Jones
- Department of Ornithology, Cleveland Museum of Natural History, Cleveland, Ohio, USA
| | - Benjamin M Winger
- Museum of Zoology, Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, Michigan, USA
| | - Ethan F Gyllenhaal
- Department of Biology and Museum of Southwestern Biology, University of New Mexico, Albuquerque, New Mexico, USA
| | - Brian R Tsuru
- School of Environment and Natural Resources, The Ohio State University, Columbus, Ohio, USA
| | - Shannon J Hackett
- Negaunee Integrative Research Centre, Field Museum of Natural History, Chicago, Illinois, USA
| | - John Novembre
- Department of Ecology and Evolution, University of Chicago, Chicago, Illinois, USA
- Department of Human Genetics, University of Chicago, Chicago, Illinois, USA
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Turjeman S, Pekarsky S, Corl A, Kamath PL, Getz WM, Bowie RCK, Markin Y, Nathan R. Comparing invasive and noninvasive faecal sampling in wildlife microbiome studies: A case study on wild common cranes. Mol Ecol Resour 2023; 23:359-367. [PMID: 36039836 PMCID: PMC10091961 DOI: 10.1111/1755-0998.13708] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 08/05/2022] [Accepted: 08/26/2022] [Indexed: 01/04/2023]
Abstract
In ecological and conservation studies, responsible researchers strive to obtain rich data while minimizing disturbance to wildlife and ecosystems. We assessed if samples collected noninvasively can be used for faecal microbiome research, comparing microbiota of noninvasively collected faecal samples to those collected from trapped common cranes at the same sites over the same periods. We found significant differences in faecal microbial composition (alpha and beta diversity), which likely did not result from noninvasive sample exposure to soil contaminants, as assessed by comparing bacterial oxygen use profiles. Differences might result from trapped birds' exposure to sedatives or stress. We conclude that if all samples are collected in the same manner, comparative analyses are valid, and noninvasive sampling may better represent host faecal microbiota because there are no trapping effects. Experiments with fresh and delayed sample collection can elucidate effects of environmental exposures on microbiota. Further, controlled tests of stressing or sedation may unravel how trapping affects wildlife microbiota.
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Affiliation(s)
- Sondra Turjeman
- Movement Ecology Laboratory, Department of Ecology, Evolution & Behavior, Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel.,Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Sasha Pekarsky
- Movement Ecology Laboratory, Department of Ecology, Evolution & Behavior, Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Ammon Corl
- Museum of Vertebrate Zoology, University of California, Berkeley, California, USA
| | - Pauline L Kamath
- School of Food and Agriculture, University of Maine, Orono, Maine, USA
| | - Wayne M Getz
- Department of Environmental Science, Policy & Management, University of California, Berkeley, California, USA.,School of Mathematical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Rauri C K Bowie
- Museum of Vertebrate Zoology, University of California, Berkeley, California, USA.,Department of Integrative Biology, University of California, Berkeley, California, USA
| | - Yuri Markin
- Oksky State Reserve, pos., Brykin Bor, Spassky Raion, Ryazanskaya Oblast, Russia
| | - Ran Nathan
- Movement Ecology Laboratory, Department of Ecology, Evolution & Behavior, Alexander Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
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Stephens CRA, McAmmond BM, Van Hamme JD, Otter KA, Reudink MW, Bottos EM. Analysis of bacterial communities associated with Mountain Chickadees ( Poecile gambeli) across urban and rural habitats. Can J Microbiol 2021; 67:572-583. [PMID: 33656947 DOI: 10.1139/cjm-2020-0320] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Host-associated microbial communities play important roles in wildlife health, but these dynamics can be influenced by environmental factors. Urbanization has numerous effects on wildlife; however, the degree to which wildlife-associated bacterial communities and potential bacterial pathogens vary across urban-rural/native habitat gradients remains largely unknown. We used 16S rRNA gene amplicon sequencing to examine bacterial communities found on Mountain Chickadee (Poecile gambeli) feathers and nests in urban and rural habitats. The feathers and nests in urban and rural sites had similar abundances of major bacterial phyla and dominant genera with pathogenic members. However, richness of bacterial communities and potential pathogens on birds were higher in urban habitats, and potential pathogens accounted for some of the differences in bacterial occurrence between urban and rural environments. We predicted habitat using potential pathogen occurrence with a 90% success rate for feather bacteria, and a 72.2% success rate for nest bacteria, suggesting an influence of urban environments on the presence of potential pathogens. We additionally observed similarities in bacterial communities between nests and their occupants, suggesting bacterial transmission between them. These findings improve our understanding of the bacterial communities associated with urban wildlife and suggest that urbanization impacts the composition of wildlife-associated bacterial communities.
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Affiliation(s)
- Colton R A Stephens
- Department of Biological Sciences, Thompson Rivers University, 805 TRU Way, Kamloops, BC V2C 0C8, Canada
| | - Breanne M McAmmond
- Department of Biological Sciences, Thompson Rivers University, 805 TRU Way, Kamloops, BC V2C 0C8, Canada
| | - Jonathan D Van Hamme
- Department of Biological Sciences, Thompson Rivers University, 805 TRU Way, Kamloops, BC V2C 0C8, Canada
| | - Ken A Otter
- Natural Resources and Environmental Studies, University of Northern British Columbia, 3333 University Way, Prince George, BC V2N 4Z9, Canada
| | - Matthew W Reudink
- Department of Biological Sciences, Thompson Rivers University, 805 TRU Way, Kamloops, BC V2C 0C8, Canada
| | - Eric M Bottos
- Department of Biological Sciences, Thompson Rivers University, 805 TRU Way, Kamloops, BC V2C 0C8, Canada
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Hird SM, Ganz H, Eisen JA, Boyce WM. The Cloacal Microbiome of Five Wild Duck Species Varies by Species and Influenza A Virus Infection Status. mSphere 2018; 3:e00382-18. [PMID: 30355662 PMCID: PMC6200988 DOI: 10.1128/msphere.00382-18] [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] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Accepted: 09/26/2018] [Indexed: 02/08/2023] Open
Abstract
Waterfowl, especially ducks of the genus Anas, are natural reservoir species for influenza A virus (IAV). Duck populations contain nearly all the known diversity of IAVs, and the birds are asymptomatic to infection. Previous work established that IAV infection status is correlated with changes in the cloacal microbiome in juvenile mallards. Here, we analyze five Anas species to determine whether these duck species have similar IAV+ and IAV- cloacal microbiomes, or if the relationships among a host, influenza virus, and the microbiome are species specific. We assessed taxonomic composition of the microbiome, alpha diversity, and beta diversity and found very few patterns related to microbiome and infection status across species, while detecting strong differences within species. A host species-specific signal was stronger in IAV- ducks than IAV+ ducks, and the effect size of host species on the microbiome was three times higher in IAV- birds than IAV+ birds. The mallards and the northern shovelers, the species with highest sample sizes but also with differing feeding ecology, showed especially contrasting patterns in microbiome composition, alpha diversity, and beta diversity. Our results indicate that the microbiome may have a unique relationship with influenza virus infection at the species level.IMPORTANCE Waterfowl are natural reservoir species for influenza A virus (IAV). Thus, they maintain high levels of pathogen diversity, are asymptomatic to the infection, and also contribute to the risk of a global influenza pandemic. An individual's microbiome is a critical part in how a vertebrate manages pathogens and illness. Here, we describe the cloacal microbiome of 300 wild ducks, from five species (four with previously undescribed microbiomes), including both IAV-negative and IAV-positive individuals. We demonstrate that there is not one consistent "flu-like" microbiome or response to flu across species. Individual duck species appear to have unique relationships between their microbiomes and IAV, and IAV-negative birds have a stronger tie to host species than the IAV-positive birds. In a broad context, understanding the role of the microbiome in IAV reservoir species may have future implications for avian disease management.
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Affiliation(s)
- Sarah M Hird
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut, USA
| | - Holly Ganz
- AnimalBiome, Oakland, California, USA
- Genome Center, University of California, Davis, Davis, California, USA
| | - Jonathan A Eisen
- Genome Center, University of California, Davis, Davis, California, USA
| | - Walter M Boyce
- Pathology, Microbiology and Immunology, University of California, Davis, Davis, California, USA
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Ricke SC. Impact of Prebiotics on Poultry Production and Food Safety. Yale J Biol Med 2018; 91:151-159. [PMID: 29955220 PMCID: PMC6020725] [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] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
With the phasing out of routine use of antibiotics in animal agriculture, interest has grown for the need to develop feed supplements that augment commercial poultry performance and provide food safety benefits. From a food safety perspective, alternative feed supplements can be broadly categorized as either agents which reduce or eliminate already colonized foodborne pathogens or prevent colonization of incoming pathogens. Prebiotics are considered preventative agents since they select for gastrointestinal microbiota which not only benefits the host but can serve as a barrier to pathogen colonization. In poultry, prebiotics can elicit both indirect effects on the bird by shifting the composition and fermentation patterns of the gastrointestinal microbiota or directly by influencing host systems such as immune responses. Generation of short chain fatty acids is believed to be a primary inhibitory mechanism against pathogens when prebiotics are fermented by gastrointestinal bacteria, but other mechanisms such as interference with attachment can occur as well. While most of the impact of the prebiotic is believed to occur in the lower parts of the bird gastrointestinal tract, particularly the ceca, it is possible that some microbial hydrolysis could occur in upper sections such as the crop. Development of next generation sequencing has increased the resolution of identifying gastrointestinal organisms that are involved in metabolism of prebiotics either directly or indirectly. Novel sources of non-digestible oligosaccharides such as cereal grain brans are being explored for potential use in poultry to limit Salmonella establishment. This review will cover the current applications and prospects for use of prebiotics in poultry to improve performance and limit pathogens in the gastrointestinal tract.
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Affiliation(s)
- Steven C. Ricke
- To whom all correspondence should be addressed: Steven C. Ricke, Center for Food Safety, Department of Food Science, University of Arkansas, Fayetteville, AR 72704; Tel: 479-575-4678, Fax: 479-575-6936,
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