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Zhu F, Ma J, Xue M, Xu W, Liu W, Zhou Y, Liu M, Fan Y. Seasonal and Regional Dynamics of the Intestinal Microbiota in Schizothorax nukiangensis from the Nujiang River. Animals (Basel) 2025; 15:961. [PMID: 40218354 PMCID: PMC11988069 DOI: 10.3390/ani15070961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2025] [Revised: 03/24/2025] [Accepted: 03/25/2025] [Indexed: 04/14/2025] Open
Abstract
The dynamic alterations in intestinal microbiota can provide insights into the adaptive relationships between these microorganisms and their hosts in response to environmental changes. Schizothorax nukiangensis is widely distributed throughout the Nujiang River and exhibits numerous unique adaptations. In this study, we collected samples of S. nukiangensis across different seasons and regions within the Nujiang River to comprehensively elucidate the diversity and composition of its intestinal microbiota using metagenomic technology. The results indicated that Firmicutes and Proteobacteria predominated at the phylum level, while Priestia, Bacillus, and Aeromonas were the most abundant genera identified. Notably, the relative abundance of these microorganisms varied significantly across different seasons and regions. From autumn through spring and into summer, the predominant microorganisms shifted from Firmicutes to Proteobacteria. Biomarker analysis revealed that Firmicutes (including the class bacilli and the genera Priestia and Bacillus) exhibited a higher relative abundance within the upstream group, where categories related to amino acid metabolism and carbohydrate metabolism were significantly enriched. Conversely, Proteobacteria (including several potential pathogens, such as Saezia, Pantoea, Lelliotia, and Aeromonas genera) showed an increased relative abundance within downstream groups, where disease-related categories exhibited significant enrichment. Our findings significantly enhance our understanding of how S. nukiangensis adapts to its environment, providing valuable data support for the conservation of S. nukiangensis and for ecological security assessment of the Nujiang River.
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Affiliation(s)
- Fengyue Zhu
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan 430223, China; (F.Z.); (J.M.); (M.X.); (W.X.); (W.L.); (Y.Z.)
| | - Jie Ma
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan 430223, China; (F.Z.); (J.M.); (M.X.); (W.X.); (W.L.); (Y.Z.)
- Key Laboratory of Tropical Aquatic Germplasm of Hainan Province, Sanya Oceanographic Institution, Ocean University of China, Sanya 572024, China
| | - Mingyang Xue
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan 430223, China; (F.Z.); (J.M.); (M.X.); (W.X.); (W.L.); (Y.Z.)
| | - Weitong Xu
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan 430223, China; (F.Z.); (J.M.); (M.X.); (W.X.); (W.L.); (Y.Z.)
| | - Wenzhi Liu
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan 430223, China; (F.Z.); (J.M.); (M.X.); (W.X.); (W.L.); (Y.Z.)
| | - Yong Zhou
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan 430223, China; (F.Z.); (J.M.); (M.X.); (W.X.); (W.L.); (Y.Z.)
| | - Mingdian Liu
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan 430223, China; (F.Z.); (J.M.); (M.X.); (W.X.); (W.L.); (Y.Z.)
| | - Yuding Fan
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan 430223, China; (F.Z.); (J.M.); (M.X.); (W.X.); (W.L.); (Y.Z.)
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2
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Melville DW, Meyer M, Kümmerle C, Alvarado-Barrantes KA, Wilhelm K, Sommer S, Tschapka M, Risely A. Delayed feeding disrupts diurnal oscillations in the gut microbiome of a neotropical bat in captivity. FEMS Microbiol Ecol 2025; 101:fiaf012. [PMID: 39844346 PMCID: PMC11783575 DOI: 10.1093/femsec/fiaf012] [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: 06/24/2024] [Revised: 01/05/2025] [Accepted: 01/21/2025] [Indexed: 01/24/2025] Open
Abstract
Diurnal rhythms of the gut microbiota are emerging as an important yet often overlooked facet of microbial ecology. Feeding is thought to stimulate gut microbial rhythmicity, but this has not been explicitly tested. Moreover, the role of the gut environment is entirely unexplored, with rhythmic changes to gut pH rather than feeding per se possibly affecting gut microbial fluctuations. In this study, we experimentally manipulated the feeding schedule of captive lesser long-nosed bats, Leptonycteris yerbabuenae, to dissociate photic and feeding cues, and measured the faecal microbiota and gut pH every 2 h. We detected strong diurnal rhythms in both microbial alpha diversity and beta diversity as well as in pH within the control group. However, a delay in feeding disrupted oscillations of gut microbial diversity and composition, but did not affect rhythms in gut pH. The oscillations of some genera, such as Streptococcus, which aid in metabolizing nutrients, shifted in accordance with the delayed-feeding cue and were correlated with pH. For other bacterial genera, oscillations were disturbed and no connection to pH was found. Our findings suggest that the rhythmic proliferation of bacteria matches peak feeding times, providing evidence that diurnal rhythms of the gut microbiota likely evolved to optimize their metabolic support to the host's circadian phenotype.
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Affiliation(s)
- Dominik W Melville
- Institute of Evolutionary Ecology and Conservation Genomics, Ulm University, 89081 Ulm, Germany
| | - Magdalena Meyer
- Institute of Evolutionary Ecology and Conservation Genomics, Ulm University, 89081 Ulm, Germany
| | - Corbinian Kümmerle
- Institute of Evolutionary Ecology and Conservation Genomics, Ulm University, 89081 Ulm, Germany
| | | | - Kerstin Wilhelm
- Institute of Evolutionary Ecology and Conservation Genomics, Ulm University, 89081 Ulm, Germany
| | - Simone Sommer
- Institute of Evolutionary Ecology and Conservation Genomics, Ulm University, 89081 Ulm, Germany
| | - Marco Tschapka
- Institute of Evolutionary Ecology and Conservation Genomics, Ulm University, 89081 Ulm, Germany
| | - Alice Risely
- School of Science, Engineering and Environment, Salford University, M5 4WT Manchester, United Kingdom
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3
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Balouei F, Stefanon B, Armone R, Randazzo A, Chiofalo B. Nutritional and Microbiome Effects of a Partial Substitution of Poultry Meat with Hydrolyzed Feather Meal in Dog Diets. Microorganisms 2025; 13:121. [PMID: 39858889 PMCID: PMC11767478 DOI: 10.3390/microorganisms13010121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 12/21/2024] [Accepted: 01/07/2025] [Indexed: 01/27/2025] Open
Abstract
Two extruded diets isoenergetic, isonitrogenous, and isolipidic were formulated with poultry meal (control diet) as the source of animal-origin proteins (160 g/kg of feed) or with 90 g/kg of poultry meal and 70 g/kg of hydrolyzed feather meal (treated diet) and were fed to eight dogs (four adult female and four adult male English Setters). Body condition, muscle condition, and fecal consistency scores and body weight were monitored at the beginning of the trial and after 3, 7, 15, and 45 days, and no significant differences (p > 0.05) were observed between diets and between sex. Fecal samples, collected at the same time points, were analyzed for microbiota composition. No significant difference was calculated for the alpha diversity index between control diet and treated diet, nor for the diets × times of sampling interaction and for sex. Beta diversity was different (p-value 0.001) between the control and treated groups. The beta diversity between sexes was significantly different (p-value = 0.047). Linear Discriminant analysis effect size analysis revealed significant differences between dietary groups, identifying Clostridiales, Coprococcus, Bacteroides plebeius, Eubacterium biforme, Catenibacterium, and Prevotella copri as more abundant in the CTR diet, while Fusobacterium, Bacteroides, Fusobacteriaceae, Paraprevotellaceae, Enterococcus, Faecalibacterium, Enterobacteriaceae, Peptostreptococcaceae, and Clostridium spiroforme were more abundant in the treated diet. Sex differences were also significant, with 25 taxa differing between male and female dogs. Overall, the study underscores the impact of HFM and sex on gut microbiota composition in dogs, with potential implications for dietary interventions and microbiome research.
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Affiliation(s)
- Fatemeh Balouei
- Department of Agrifood, Environmental and Animal Science, University of Udine, Via delle Scienze 206, 33100 Udine, Italy;
| | - Bruno Stefanon
- Department of Agrifood, Environmental and Animal Science, University of Udine, Via delle Scienze 206, 33100 Udine, Italy;
| | - Rosangela Armone
- Department of Veterinary Sciences, University of Messina, Via Palatucci Snc, 98168 Messina, Italy; (R.A.); (A.R.); (B.C.)
| | - Andrea Randazzo
- Department of Veterinary Sciences, University of Messina, Via Palatucci Snc, 98168 Messina, Italy; (R.A.); (A.R.); (B.C.)
| | - Biagina Chiofalo
- Department of Veterinary Sciences, University of Messina, Via Palatucci Snc, 98168 Messina, Italy; (R.A.); (A.R.); (B.C.)
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Jia X, Li Q, Yang X, Li D, Jin Z. Comparative analysis of the gut microbiota composition and diversity in Erinaceus amurensis from the Wandashan Mountain range area based on metagenomics. Front Microbiol 2024; 15:1479352. [PMID: 39703701 PMCID: PMC11656159 DOI: 10.3389/fmicb.2024.1479352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 11/12/2024] [Indexed: 12/21/2024] Open
Abstract
This study aimed to preliminarily explore the composition and diversity of intestinal bacteria in Erinaceus amurensis during breeding period, aiding in the field rescue and population conservation efforts of Erinaceus amurensis. This also provides foundational data for further research on the prevention and screening of Emerging Zoonotic Infectious Diseases and the experimental animalization of wild Erinaceus amurensis. Between April and July 2023, we collected 13 fresh fecal samples from Erinaceus amurensis at the Sishan Forest Farm in Jidong County, Heilongjiang Province, situated within the Wandashan Mountain range. Utilizing metagenomic sequencing technology, we conducted a comparative analysis of the gut microbiota composition and diversity in wild Erinaceus amurensis across different genders and between adult and fetal individuals within the same habitat. Our results revealed significant differences (P < 0.01) in the classification and diversity of gut microbiota between genders and between adult and fetal Erinaceus amurensis. Specifically, the dominant bacterial groups in the gut of Erinaceus amurensis were Pseudomonas, Proteobacteria, and Enterobacteriaceae. In male and female Erinaceus amurensis, the dominant bacterial groups were Pseudomonas, Bacteroides, and Firmicutes, with variations in bacterial abundance and diversity. While male and female Erinaceus amurensis exhibited similar microbial compositions, they displayed significant differences in specific bacterial classifications. The dominant bacterial group in fetal Erinaceus amurensis was Proteobacteria, which demonstrated lower diversity and abundance compared to the adult group. Furthermore, the types and abundance of pathogenic or opportunistic pathogens in the gut of fetal Erinaceus amurensis and male Erinaceus amurensis were higher than those in female Erinaceus amurensis. The analysis of experimental results indicates that Erinaceus amurensis in this region either have or are at risk of developing inflammation related to the intestinal and urinary tracts, as well as skin-related issues. Consequently, it is advised that forestry and wildlife conservation personnel in this area prioritize treatment against these specific pathogens when conducting rescue operations for Erinaceus amurensis in the wild.
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Affiliation(s)
| | | | | | | | - Zhimin Jin
- College of Life Science and Technology, Mudanjiang Normal University, Mudanjiang, China
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Finnegan PM, Garber PA, McKenney AC, Bicca-Marques JC, De la Fuente MF, Abreu F, Souto A, Schiel N, Amato KR, Mallott EK. Group membership, not diet, structures the composition and functional potential of the gut microbiome in a wild primate. mSphere 2024; 9:e0023324. [PMID: 38940510 PMCID: PMC11288025 DOI: 10.1128/msphere.00233-24] [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: 03/19/2024] [Accepted: 06/07/2024] [Indexed: 06/29/2024] Open
Abstract
The gut microbiome has the potential to buffer temporal variations in resource availability and consumption, which may play a key role in the ability of animals to adapt to a broad range of habitats. We investigated the temporal composition and function of the gut microbiomes of wild common marmosets (Callithrix jacchus) exploiting a hot, dry environment-Caatinga-in northeastern Brazil. We collected fecal samples during two time periods (July-August and February-March) for 2 years from marmosets belonging to eight social groups. We used 16S rRNA gene amplicon sequencing, metagenomic sequencing, and butyrate RT-qPCR to assess changes in the composition and potential function of their gut microbiomes. Additionally, we identified the plant, invertebrate, and vertebrate components of the marmosets' diet via DNA metabarcoding. Invertebrate, but not plant or vertebrate, consumption varied across the year. However, gut microbiome composition and potential function did not markedly vary across study periods or as a function of diet composition. Instead, the gut microbiome differed markedly in both composition and potential function across marmosets residing in different social groups. We highlight the likely role of factors, such as behavior, residence, and environmental heterogeneity, in modulating the structure of the gut microbiome. IMPORTANCE In a highly socially cohesive and cooperative primate, group membership more strongly predicts gut microbiome composition and function than diet.
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Affiliation(s)
- Peter M. Finnegan
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Paul A. Garber
- Department of Anthropology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Program in Ecology, Evolution, and Conservation Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- International Centre of Biodiversity and Primate Conservation, Dali University, Dali, Yunnan, China
| | - Anna C. McKenney
- Department of Natural Sciences, Parkland College, Champaign, Illinois, USA
| | - Júlio César Bicca-Marques
- Escola de Ciências da Saúde e da Vida, Pontifícia Universidade Católicado Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | | | - Filipa Abreu
- Comparative BioCognition, Institute of Cognitive Science, University of Osnabrück, Osnabrück, Germany
| | - Antonio Souto
- Department of Zoology, Federal University of Pernambuco, Recife, Pernambuco, Brazil
| | - Nicola Schiel
- Laboratório de Etologia Teórica e Aplicada, Department of Biology, Federal Rural University of Pernambuco, Recife, Brazil
| | - Katherine R. Amato
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Elizabeth K. Mallott
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
- Department of Biology, Washington University in St. Louis, St. Louis, Missouri, USA
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6
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Phimister FD, Anderson RC, Thomas DG, Farquhar MJ, Maclean P, Jauregui R, Young W, Butowski CF, Bermingham EN. Using meta-analysis to understand the impacts of dietary protein and fat content on the composition of fecal microbiota of domestic dogs (Canis lupus familiaris): A pilot study. Microbiologyopen 2024; 13:e1404. [PMID: 38515236 PMCID: PMC10958101 DOI: 10.1002/mbo3.1404] [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: 11/19/2023] [Revised: 02/07/2024] [Accepted: 02/29/2024] [Indexed: 03/23/2024] Open
Abstract
The interplay between diet and fecal microbiota composition is garnering increased interest across various host species, including domestic dogs. While the influence of dietary macronutrients and their associated microbial communities have been extensively reviewed, these reviews are descriptive and do not account for differences in microbial community analysis, nor do they standardize macronutrient content across studies. To address this, a meta-analysis was performed to assess the impact of dietary crude protein ("protein") and dietary crude fat ("fat") on the fecal microbiota composition in healthy dogs. Sixteen publications met the eligibility criteria for the meta-analysis, yielding a final data set of 314 dogs. Diets were classed as low, moderate, high, or supra in terms of protein or fat content. Sequence data from each publication were retrieved from public databases and reanalyzed using consistent bioinformatic pipelines. Analysis of community diversity indices and unsupervised clustering of the data with principal coordinate analysis revealed a small effect size and complete overlap between protein and fat levels at the overall community level. Supervised clustering through random forest analysis and partial least squares-discriminant analysis indicated alterations in the fecal microbiota composition at a more individual taxonomic level, corresponding to the levels of protein or fat. The Prevotellaceae Ga6A1 group and Enterococcus were associated with increasing levels of protein, while Allobaculum and Clostridium sensu stricto 13 were associated with increasing levels of fat. Interestingly, the random forest analyses revealed that Sharpea, despite its low relative abundance in the dog's fecal microbiome, was primarily responsible for the separation of the microbiome for both protein and fat. Future research should focus on validating and understanding the functional roles of these relatively low-abundant genera.
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Affiliation(s)
- Francis D. Phimister
- AgResearch LtdManawatu‐WhanganuiNew Zealand
- School of Agricultural and EnvironmentMassey UniversityManawatu‐WhanganuiNew Zealand
| | | | - David G. Thomas
- School of Agricultural and EnvironmentMassey UniversityManawatu‐WhanganuiNew Zealand
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Haikukutu L, Lyaku JR, Lyimo CM, Eiseb SJ, Makundi RH, Olayemi A, Wilhelm K, Müller-Klein N, Schmid DW, Fleischer R, Sommer S. Immunogenetics, sylvatic plague and its vectors: insights from the pathogen reservoir Mastomys natalensis in Tanzania. Immunogenetics 2023; 75:517-530. [PMID: 37853246 PMCID: PMC10651713 DOI: 10.1007/s00251-023-01323-7] [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: 06/14/2023] [Accepted: 10/08/2023] [Indexed: 10/20/2023]
Abstract
Yersinia pestis is a historically important vector-borne pathogen causing plague in humans and other mammals. Contemporary zoonotic infections with Y. pestis still occur in sub-Saharan Africa, including Tanzania and Madagascar, but receive relatively little attention. Thus, the role of wildlife reservoirs in maintaining sylvatic plague and spillover risks to humans is largely unknown. The multimammate rodent Mastomys natalensis is the most abundant and widespread rodent in peri-domestic areas in Tanzania, where it plays a major role as a Y. pestis reservoir in endemic foci. Yet, how M. natalensis' immunogenetics contributes to the maintenance of plague has not been investigated to date. Here, we surveyed wild M. natalensis for Y. pestis vectors, i.e., fleas, and tested for the presence of antibodies against Y. pestis using enzyme-linked immunosorbent assays (ELISA) in areas known to be endemic or without previous records of Y. pestis in Tanzania. We characterized the allelic and functional (i.e., supertype) diversity of the major histocompatibility complex (MHC class II) of M. natalensis and investigated links to Y. pestis vectors and infections. We detected antibodies against Y. pestis in rodents inhabiting both endemic areas and areas considered non-endemic. Of the 111 nucleotide MHC alleles, only DRB*016 was associated with an increased infestation with the flea Xenopsylla. Surprisingly, we found no link between MHC alleles or supertypes and antibodies of Y. pestis. Our findings hint, however, at local adaptations towards Y. pestis vectors, an observation that more exhaustive sampling could unwind in the future.
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Affiliation(s)
- Lavinia Haikukutu
- Department of Wildlife Management, Sokoine University of Agriculture, Morogoro, Tanzania.
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Ulm, Germany.
- Africa Centre of Excellence for Innovative Rodent Pest Management and Biosensor Technology Development, Sokoine University of Agriculture, Morogoro, Tanzania.
| | - Japhet R Lyaku
- Department of Paraclinical Studies, School of Veterinary Medicine, University of Namibia, Windhoek, Namibia
| | - Charles M Lyimo
- Department of Animal, Aquaculture and Range Sciences, Sokoine University of Agriculture, Chuo Kikuu, Morogoro, Tanzania
| | - Seth J Eiseb
- Department of Environmental Sciences, University of Namibia, Windhoek, Namibia
| | - Rhodes H Makundi
- Africa Centre of Excellence for Innovative Rodent Pest Management and Biosensor Technology Development, Sokoine University of Agriculture, Morogoro, Tanzania
| | - Ayodeji Olayemi
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Ulm, Germany
- Natural History Museum, Obafemi Awolowo University, Ile Ife, Osun State, Nigeria
| | - Kerstin Wilhelm
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Ulm, Germany
| | - Nadine Müller-Klein
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Ulm, Germany
| | - Dominik W Schmid
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Ulm, Germany
| | - Ramona Fleischer
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Ulm, Germany
| | - Simone Sommer
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Ulm, Germany
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8
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Gao H, Jiang F, Zhang J, Chi X, Song P, Li B, Cai Z, Zhang T. Effects of ex situ conservation on diversity and function of the gut microbiota of the Tibetan wild ass (Equus kiang). Integr Zool 2023; 18:1089-1104. [PMID: 37231976 DOI: 10.1111/1749-4877.12726] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Ex situ conservation is the main method for the protection of endangered wildlife. To explore the effect of ex situ conservation on the gut microbiota of the kiang (Equus kiang), metagenomic sequencing combined with bioinformatics analysis was used to investigate the composition and function of the gut microbiota of the kiang. The results showed that ex situ conservation not only protected wildlife, but also affected the composition and function of gut microbiota, as well as the health of animals. In the zoo, the ratio of the relative abundance of Firmicutes to that of Bacteroidetes (F/B) is higher, clusters of potentially pathogenic bacteria (such as Catonella, Catonella, and Mycoplasma) are more numerous, the abundance of resistance genes is higher, and the abundance of metabolic functions is increased. The dynamic changes of the gut microbiota also played an important role in the nutritional absorption, energy metabolism, and environmental adaptation of the kiang. Improving the rearing environment and increasing food diversity play important roles for increasing the diversity of gut microbiota, reducing the spread of potentially pathogenic bacteria, and reducing diseases. In the wild, especially in winter and in food-deficient areas, food supplementation can enhance the gut microbial homeostasis of wild animals and reduce the impact of crises. In depth studies of the gut microbial function of wildlife have important implications for improving ex situ conservation.
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Affiliation(s)
- Hongmei Gao
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, China
- Qinghai Provincial Key Laboratory of Animal Ecological Genomics, Xining, China
| | - Feng Jiang
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, China
- Qinghai Provincial Key Laboratory of Animal Ecological Genomics, Xining, China
| | - Jingjie Zhang
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, China
- Qinghai Provincial Key Laboratory of Animal Ecological Genomics, Xining, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Xiangwen Chi
- Department of Student Affairs, Qinghai University, Xining, China
| | - Pengfei Song
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, China
- Qinghai Provincial Key Laboratory of Animal Ecological Genomics, Xining, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Bin Li
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, China
- Qinghai Provincial Key Laboratory of Animal Ecological Genomics, Xining, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Zhenyuan Cai
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, China
- Qinghai Provincial Key Laboratory of Animal Ecological Genomics, Xining, China
| | - Tongzuo Zhang
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, China
- Qinghai Provincial Key Laboratory of Animal Ecological Genomics, Xining, China
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9
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Leigh SC, Catabay C, German DP. Sustained changes in digestive physiology and microbiome across sequential generations of zebrafish fed different diets. Comp Biochem Physiol A Mol Integr Physiol 2022; 273:111285. [PMID: 35961610 DOI: 10.1016/j.cbpa.2022.111285] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 07/30/2022] [Accepted: 07/31/2022] [Indexed: 11/29/2022]
Abstract
Alterations to ratios of protein and fiber in an organism's diet have been shown to structurally and functionally alter its individual digestive physiology. However, it is unclear how these dietary changes may affect phenotypic changes across generations. We utilized feeding trials, morphological analyses, enzyme activities, and 16S rRNA sequencing of the gut microbiome of zebrafish (Danio rerio) to determine how variations to fiber and protein concentrations, kept consistent across sequential generations, affect phenotypic changes. Our results show that Parental (P) and first generation (F1) fish did not differ from each other in terms of their intestine length, intestine mass, enzyme activity levels, and microbial community composition for any of the three experimental diets (high-protein/low-fiber, moderate-protein/fiber, and low-protein/high-fiber). However, each of the three experimental diets for the P and F1 fish, as well as the ancestral diet fish, did have distinct microbial community structure from one another. This indicates that there is a strong dietary effect on digestive physiology and gut microbial community and that these effects are consistent when the diet is kept homogenous across generations.
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Affiliation(s)
- Samantha C Leigh
- Department of Biology, California State University Dominguez Hills, Carson, CA 90747, USA.
| | - Caitlyn Catabay
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA 92697, USA
| | - Donovan P German
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA 92697, USA. https://twitter.com/dgermanuci
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10
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Alpízar P, Risely A, Tschapka M, Sommer S. Agricultural Fast Food: Bats Feeding in Banana Monocultures Are Heavier but Have Less Diverse Gut Microbiota. Front Ecol Evol 2021. [DOI: 10.3389/fevo.2021.746783] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Habitat alteration for agriculture can negatively affect wildlife physiology and health by decreasing diet diversity and increasing exposure to agrochemicals for animals foraging in altered landscapes. Such negative effects may be mediated by the disruption of the gut microbiota (termed dysbiosis), yet evidence for associations between habitat alteration, wildlife health, and the gut microbiota remains scarce. We examine the association between management intensity of banana plantations and both the body condition and gut microbiota composition of nectar-feeding bats Glossophaga soricina, which commonly forage within banana plantations across Latin America. We captured and measured 196 bats across conventional monocultures, organic plantations, and natural forests in Costa Rica, and quantified gut microbiome bacterial phylogenetic diversity using 16S rRNA amplicon sequencing. We found that gut microbiota from bats foraging in conventional monocultures were overall less phylogenetically diverse than those from bats foraging in organic plantations or natural forests, both of which were characterized by diverse bacterial assemblages and individualized microbiota. Despite lower diversity, co-occurrence network complexity was higher in conventional monocultures, potentially indicating altered microbial interactions in agricultural landscapes. Bats from both organic and conventional plantations tended to be larger and heavier than their forest counterparts, reflecting the higher food supply. Overall, our study reveals that whilst both conventional monocultures and organic plantations provide a reliable food source for bats, conventional monocultures are associated with less diverse and potentially dysbiotic microbiota, whilst organic plantations promote diverse and individualized gut microbiota akin to their natural forest-foraging counterparts. Whilst the long-term negative effects of anthropogenically-altered microbiota are unclear, our study provides further evidence from a novel perspective that organic agricultural practices are beneficial for wildlife health.
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Yao R, Dai Q, Wu T, Yang Z, Chen H, Liu G, Zhu Y, Qi D, Yang X, Luo W, Gu X, Yang X, Zhu L. Fly-over phylogeny across invertebrate to vertebrate: The giant panda and insects share a highly similar gut microbiota. Comput Struct Biotechnol J 2021; 19:4676-4683. [PMID: 34504662 PMCID: PMC8390952 DOI: 10.1016/j.csbj.2021.08.025] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 07/30/2021] [Accepted: 08/16/2021] [Indexed: 01/19/2023] Open
Abstract
Many studies highlight that host phylogeny and diet are the two main factors influencing the animal gut microbiota. However, the internal mechanisms driving the evolution of animal gut microbiota may be more complex and complicated than we previously realized. Here, based on a large-scale meta-analysis of animal gut microbiota (16 s RNA gene data from approximately 1,800 samples; 108 metagenomes) across a wide taxonomic range of hosts, from invertebrate to vertebrate, we found high similarity in the gut microbial community (high proportion of Gammaproteobacteria (Pseudomonas)) of invertebrate insects and vertebrate bamboo-eating pandas (giant panda and red panda), which might be associated their plant-eating behavior and the presence of oxygen in the intestinal tract. A Pseudomonas strain-level analysis using 108 metagenomes further revealed that the response to either host niches or selection by the host might further lead to host-specific strains (or sub-strains) among the different hosts congruent with their evolutionary history. In this study, we uncovered new insights into the current understanding of the evolution of animals and their gut microbiota.
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Affiliation(s)
- Ran Yao
- College of Life Sciences, Nanjing Normal University, Nanjing, China
| | - Qinlong Dai
- Sichuan Liziping National Nature Reserve, Shimian, China
- Shimian Research Center of Giant Panda Small Population Conservation and Rejuvenation, Shimian, China
| | - Tonggui Wu
- East China Coastal Forest Ecosystem Long-term Research Station, Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Hangzhou Zhejiang, China
| | | | - Hua Chen
- Mingke Biotechnology Co., Ltd., Hangzhou, China
| | - Guoqi Liu
- Mingke Biotechnology Co., Ltd., Hangzhou, China
| | - Yudong Zhu
- Sichuan Liziping National Nature Reserve, Shimian, China
- Shimian Research Center of Giant Panda Small Population Conservation and Rejuvenation, Shimian, China
| | - Dunwu Qi
- Chengdu Giant Panda Breeding Center, Chengdu, China
| | - Xu Yang
- Chengdu Xinagai Information Technology Co., Ltd., Chengdu, China
| | - Wei Luo
- Sichuan Liziping National Nature Reserve, Shimian, China
- Shimian Research Center of Giant Panda Small Population Conservation and Rejuvenation, Shimian, China
| | - Xiaodong Gu
- Sichuan Station of Wildlife Survey and Management, Chengdu, China
| | - Xuyu Yang
- Sichuan Station of Wildlife Survey and Management, Chengdu, China
| | - Lifeng Zhu
- College of Life Sciences, Nanjing Normal University, Nanjing, China
- Corresponding author.
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12
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Fackelmann G, Gillingham MAF, Schmid J, Heni AC, Wilhelm K, Schwensow N, Sommer S. Human encroachment into wildlife gut microbiomes. Commun Biol 2021; 4:800. [PMID: 34172822 PMCID: PMC8233340 DOI: 10.1038/s42003-021-02315-7] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Accepted: 06/02/2021] [Indexed: 02/06/2023] Open
Abstract
In the Anthropocene, humans, domesticated animals, wildlife, and their environments are interconnected, especially as humans advance further into wildlife habitats. Wildlife gut microbiomes play a vital role in host health. Changes to wildlife gut microbiomes due to anthropogenic disturbances, such as habitat fragmentation, can disrupt natural gut microbiota homeostasis and make animals vulnerable to infections that may become zoonotic. However, it remains unclear whether the disruption to wildlife gut microbiomes is caused by habitat fragmentation per se or the combination of habitat fragmentation with additional anthropogenic disturbances, such as contact with humans, domesticated animals, invasive species, and their pathogens. Here, we show that habitat fragmentation per se does not impact the gut microbiome of a generalist rodent species native to Central America, Tome's spiny rat Proechimys semispinosus, but additional anthropogenic disturbances do. Indeed, compared to protected continuous and fragmented forest landscapes that are largely untouched by other human activities, the gut microbiomes of spiny rats inhabiting human-disturbed fragmented landscapes revealed a reduced alpha diversity and a shifted and more dispersed beta diversity. Their microbiomes contained more taxa associated with domesticated animals and their potential pathogens, suggesting a shift in potential metagenome functions. On the one hand, the compositional shift could indicate a degree of gut microbial adaption known as metagenomic plasticity. On the other hand, the greater variation in community structure and reduced alpha diversity may signal a decline in beneficial microbial functions and illustrate that gut adaption may not catch up with anthropogenic disturbances, even in a generalist species with large phenotypic plasticity, with potentially harmful consequences to both wildlife and human health.
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Affiliation(s)
- Gloria Fackelmann
- Ulm University, Institute of Evolutionary Ecology and Conservation Genomics, Ulm, Germany.
| | - Mark A F Gillingham
- Ulm University, Institute of Evolutionary Ecology and Conservation Genomics, Ulm, Germany
| | - Julian Schmid
- Ulm University, Institute of Evolutionary Ecology and Conservation Genomics, Ulm, Germany
- Smithsonian Tropical Research Institute, Panamá, República de Panamá
| | - Alexander Christoph Heni
- Ulm University, Institute of Evolutionary Ecology and Conservation Genomics, Ulm, Germany
- Smithsonian Tropical Research Institute, Panamá, República de Panamá
| | - Kerstin Wilhelm
- Ulm University, Institute of Evolutionary Ecology and Conservation Genomics, Ulm, Germany
| | - Nina Schwensow
- Ulm University, Institute of Evolutionary Ecology and Conservation Genomics, Ulm, Germany
| | - Simone Sommer
- Ulm University, Institute of Evolutionary Ecology and Conservation Genomics, Ulm, Germany.
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13
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The Bacterial Microbiome in the Small Intestine of Hooded Seals ( Cystophora cristata). Microorganisms 2020; 8:microorganisms8111664. [PMID: 33121092 PMCID: PMC7693863 DOI: 10.3390/microorganisms8111664] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 10/22/2020] [Accepted: 10/23/2020] [Indexed: 11/16/2022] Open
Abstract
Arctic hooded seals (Cystophora cristata) are monogastric carnivores that go through extreme fasting and re-feeding in early life. They are born isolated on sea ice; suckle high-fat milk for four days and may then fast for up to one month before they start hunting and feeding on small prey (fish and crustaceans). Previous studies of the gut microbiota in pinnipeds have focused on the large intestine, while little data exist on the small intestinal microbiota. In this study, the bacterial microbiome in the proximal and distal small intestine of four captive two-year old seals (two males and two females) fed herring (Clupea harengus) was sampled post-mortem and characterized using 16S rRNA metabarcoding from the V1–V3 hypervariable region of the 16S ribosomal RNA (rRNA) genes. The seals were originally born in the wild and taken into human care at the end of the suckling period. Molecular-based analysis using Illumina Hiseq resulted in 569,910 16S rRNA sequences from the four seals (both sampling sites together). Taxonomical classification applying a naive Bayesian algorithm gave 412 Operational Taxonomic Units (OTUs). Firmicutes was the major phylum across samples (Proximal (P): 90.5% of total sequences, on average; Distal (D): 94.5%), followed by Actinobacteria (P: 7%; D: 0.3%) and Proteobacteria (P: 1.7%; D: 1.9%). Bacterial spp. belonging to the Clostridium (P: 54.1%; D: 41.6%) and SMB53 (P: 15.3%; D: 21.5%) constituted the major genera in both the proximal and distal small intestine. Furthermore, comparison with hindgut and fecal samples from geographically diverse marine mammals highlighted similarities in the microbiome between our seals and those sharing similar aquatic environments. This study has provided a first reliable glimpse of the bacterial microbiota in the small intestine microbiome of hooded seals.
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Mittal P, Saxena R, Gupta A, Mahajan S, Sharma VK. The Gene Catalog and Comparative Analysis of Gut Microbiome of Big Cats Provide New Insights on Panthera Species. Front Microbiol 2020; 11:1012. [PMID: 32582053 PMCID: PMC7287027 DOI: 10.3389/fmicb.2020.01012] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2019] [Accepted: 04/24/2020] [Indexed: 12/17/2022] Open
Abstract
Majority of metagenomic studies in the last decade have focused on revealing the gut microbiomes of humans, rodents, and ruminants; however, the gut microbiome and genic information (gene catalog) of large felids such as Panthera species are largely unknown to date. In this study, the gut bacterial, fungal, and viral metagenomic composition was assessed from three Panthera species (lion, leopard, and tiger) of Indian origin, which were consuming the same diet and belonged to the same geographical location. A non-redundant bacterial gene catalog of the Panthera gut consisting of 1,507,035 putative genes was constructed from 27 Panthera individuals, which revealed a higher abundance of purine metabolism genes correlating with their purine-rich dietary intake. Analysis with Carbohydrate Active enZyme (CAZy) and MEROPS databases identified enrichment of glycoside hydrolases (GHs), glycoside-transferases, and collagenases in the gut, which are important for nutrient acquisition from animal biomass. The bacterial, fungal, and viral community analysis provided the first comprehensive insights into the Panthera-specific microbial community. The Panthera gene catalog and the largest comparative study of the gut bacterial composition of 68 individuals of Carnivora species from different geographical locations and diet underscore the role of diet and geography in shaping the Panthera gut microbiome, which is significant for the health and conservation management of these highly endangered species.
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Affiliation(s)
- Parul Mittal
- Metagenomics and Systems Biology Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
| | - Rituja Saxena
- Metagenomics and Systems Biology Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
| | | | - Shruti Mahajan
- Metagenomics and Systems Biology Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
| | - Vineet K Sharma
- Metagenomics and Systems Biology Group, Department of Biological Sciences, Indian Institute of Science Education and Research Bhopal, Bhopal, India
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15
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Guo W, Chen Y, Wang C, Ning R, Zeng B, Tang J, Li C, Zhang M, Li Y, Ni Q, Ni X, Zhang H, li D, Zhao J, Li Y. The carnivorous digestive system and bamboo diet of giant pandas may shape their low gut bacterial diversity. CONSERVATION PHYSIOLOGY 2020; 8:coz104. [PMID: 32190328 PMCID: PMC7066643 DOI: 10.1093/conphys/coz104] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Revised: 10/16/2019] [Accepted: 01/23/2020] [Indexed: 06/10/2023]
Abstract
The gut microbiota diversity of eight panda cubs was assessed during a dietary switch.Gut microbiota diversity of panda cubs significantly decreased after bamboo consumption.Carnivorous species living on a plant-based diet possess low microbial diversity.Mice were fed a bamboo diet but did not display low gut microbiota diversity. Giant pandas have an exclusive diet of bamboo; however, their gut microbiotas are more similar to carnivores than herbivores in terms of bacterial composition and their functional potential. This is inconsistent with observations that typical herbivores possess highly diverse gut microbiotas. It is unclear why the gut bacterial diversity of giant pandas is so low. Herein, the dynamic variations in the gut microbiota of eight giant panda cubs were measured using 16S rRNA gene paired-end sequencing during a dietary switch. Similar data from red panda (an herbivorous carnivore) and carnivorous species were compared with that of giant pandas. In addition, mice were fed a high-bamboo diet (80% bamboo and 20% rat feed) to determine whether a bamboo diet could lower the gut bacterial diversity in a non-carnivorous digestive tract. The diversity of giant panda gut microbiotas decreased significantly after switching from milk and complementary food to bamboo diet. Carnivorous species living on a plant-based diet, including giant and red pandas, possess a lower microbial diversity than other carnivore species. Mouse gut microbiota diversity significantly increased after adding high-fibre bamboo to their diet. Findings suggest that a very restricted diet (bamboo) within a carnivorous digestive system might be critical for shaping a low gut bacterial diversity in giant pandas.
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Affiliation(s)
- Wei Guo
- Department of Laboratory Medicine, School of Laboratory Medicine/Sichuan Provincial Engineering Laboratory for Prevention and Control Technology of Veterinary Drug Residue in Animal-origin Food, Chengdu Medical College, 783 Xindu Road, Xindu, Chengdu, Sichuan, 610500, China
| | - Yinfeng Chen
- Department of Animal Science, Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, 211 Huimin Road, Wenjiang, Chengdu, Sichuan, 611130, China
| | - Chengdong Wang
- Department of Feeding, China Conservation and Research Center for the Giant Panda, 155 Xianfeng Road, Ya’an, Sichuan, 611830, China
| | - Ruihong Ning
- Department of Laboratory Medicine, School of Laboratory Medicine/Sichuan Provincial Engineering Laboratory for Prevention and Control Technology of Veterinary Drug Residue in Animal-origin Food, Chengdu Medical College, 783 Xindu Road, Xindu, Chengdu, Sichuan, 610500, China
| | - Bo Zeng
- Department of Animal Science, Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, 211 Huimin Road, Wenjiang, Chengdu, Sichuan, 611130, China
| | - Jingsi Tang
- Department of Animal Science, Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, 211 Huimin Road, Wenjiang, Chengdu, Sichuan, 611130, China
| | - Caiwu Li
- Department of Feeding, China Conservation and Research Center for the Giant Panda, 155 Xianfeng Road, Ya’an, Sichuan, 611830, China
| | - Mingwang Zhang
- Department of Animal Science, Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, 211 Huimin Road, Wenjiang, Chengdu, Sichuan, 611130, China
| | - Yan Li
- Department of Animal Science, Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, 211 Huimin Road, Wenjiang, Chengdu, Sichuan, 611130, China
| | - Qingyong Ni
- Department of Animal Science, Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, 211 Huimin Road, Wenjiang, Chengdu, Sichuan, 611130, China
| | - Xueqin Ni
- Department of animal medicine, College of Veterinary Medicine, Sichuan Agricultural University, 211 Huimin Road, Wenjiang, Chengdu, Sichuan, 611130, China
| | - Hemin Zhang
- Department of Feeding, China Conservation and Research Center for the Giant Panda, 155 Xianfeng Road, Ya’an, Sichuan, 611830, China
| | - Desheng li
- Department of Feeding, China Conservation and Research Center for the Giant Panda, 155 Xianfeng Road, Ya’an, Sichuan, 611830, China
| | - Jiangchao Zhao
- Department of Animal Science, Division of Agriculture, University of Arkansas, 2404 North University Avenue Little Rock, Fayetteville, Arkansas, 72207, USA
| | - Ying Li
- Department of Animal Science, Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, 211 Huimin Road, Wenjiang, Chengdu, Sichuan, 611130, China
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16
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Qin W, Song P, Lin G, Huang Y, Wang L, Zhou X, Li S, Zhang T. Gut Microbiota Plasticity Influences the Adaptability of Wild and Domestic Animals in Co-inhabited Areas. Front Microbiol 2020; 11:125. [PMID: 32117147 PMCID: PMC7018712 DOI: 10.3389/fmicb.2020.00125] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Accepted: 01/20/2020] [Indexed: 12/23/2022] Open
Abstract
Due to the increased economic demand for livestock, the number of livestock is increasing. Because of human interference, the survival of wild animals is threatened in the face of competition, particularly in co-inhabited grazing pastures. This may lead to differences in the adaptability between wild and domestic animals, as well as nutritional deficiencies in wild animals. The gut microbiota is closely associated with host health, nutrition, and adaptability. However, the gut microbiota diversity and functions in domestic and wild animals in co-inhabited areas are unclear. To reveal the adaptability of wild and domestic animals in co-inhabited areas based on gut microbiota, we assessed the gut microbiota diversity. This study was based on the V3–V4 region of 16S rRNA and gut microbiota functions according to the metagenome analysis of fresh fecal samples in wild goitered gazelles (Gazella subgutturosa) and domestic sheep (Ovis aries) in the Qaidam Basin. The wild and domestic species showed significant differences in alpha- and beta-diversities. Specifically, the alpha-diversity was lower in goitered gazelles. We speculated that the nutritional and habitat status of the goitered gazelles were worse. The gut microbiota functions in the gazelles were enriched in metabolism and cellular processes based on the KEGG database. In summary, we reasoned that gut microbiota can improve the adaptability of goitered gazelles through energy maintenance by the functions of gut microbiota in the face of nutritional deficiencies. These findings highlight the importance of gut microbiota diversity to improve the adaptability of goitered gazelles, laying a foundation for the conservation of wild goitered gazelles. In addition, we further provide management suggestions for domestic sheep in co-inhabited grazing pastures.
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Affiliation(s)
- Wen Qin
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Pengfei Song
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Gonghua Lin
- School of Life Sciences, Jinggangshan University, Ji'an, China
| | - YanGan Huang
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, China
| | - Lei Wang
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, China
| | | | - Shengqing Li
- Qinghai Academy of Animal Science and Veterinary Medicine, Qinghai University, Xining, China
| | - Tongzuo Zhang
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, China.,Qinghai Provincial Key Laboratory of Animal Ecological Genomics, Xining, China
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17
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Woodhams DC, Bletz MC, Becker CG, Bender HA, Buitrago-Rosas D, Diebboll H, Huynh R, Kearns PJ, Kueneman J, Kurosawa E, LaBumbard BC, Lyons C, McNally K, Schliep K, Shankar N, Tokash-Peters AG, Vences M, Whetstone R. Host-associated microbiomes are predicted by immune system complexity and climate. Genome Biol 2020; 21:23. [PMID: 32014020 PMCID: PMC6996194 DOI: 10.1186/s13059-019-1908-8] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Accepted: 12/02/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Host-associated microbiomes, the microorganisms occurring inside and on host surfaces, influence evolutionary, immunological, and ecological processes. Interactions between host and microbiome affect metabolism and contribute to host adaptation to changing environments. Meta-analyses of host-associated bacterial communities have the potential to elucidate global-scale patterns of microbial community structure and function. It is possible that host surface-associated (external) microbiomes respond more strongly to variations in environmental factors, whereas internal microbiomes are more tightly linked to host factors. RESULTS Here, we use the dataset from the Earth Microbiome Project and accumulate data from 50 additional studies totaling 654 host species and over 15,000 samples to examine global-scale patterns of bacterial diversity and function. We analyze microbiomes from non-captive hosts sampled from natural habitats and find patterns with bioclimate and geophysical factors, as well as land use, host phylogeny, and trophic level/diet. Specifically, external microbiomes are best explained by variations in mean daily temperature range and precipitation seasonality. In contrast, internal microbiomes are best explained by host factors such as phylogeny/immune complexity and trophic level/diet, plus climate. CONCLUSIONS Internal microbiomes are predominantly associated with top-down effects, while climatic factors are stronger determinants of microbiomes on host external surfaces. Host immunity may act on microbiome diversity through top-down regulation analogous to predators in non-microbial ecosystems. Noting gaps in geographic and host sampling, this combined dataset represents a global baseline available for interrogation by future microbial ecology studies.
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Affiliation(s)
- Douglas C. Woodhams
- Department of Biology, University of Massachusetts Boston, Boston, MA 02125 USA
- Smithsonian Tropical Research Institute, Roosevelt Ave. Tupper Building – 401, 0843-03092 Panamá, Panama
| | - Molly C. Bletz
- Department of Biology, University of Massachusetts Boston, Boston, MA 02125 USA
| | - C. Guilherme Becker
- Department of Biological Sciences, The University of Alabama, Tuscaloosa, AL 35487 USA
| | - Hayden A. Bender
- Department of Biology, University of Massachusetts Boston, Boston, MA 02125 USA
| | - Daniel Buitrago-Rosas
- Department of Biology, University of Massachusetts Boston, Boston, MA 02125 USA
- Smithsonian Tropical Research Institute, Roosevelt Ave. Tupper Building – 401, 0843-03092 Panamá, Panama
| | - Hannah Diebboll
- Department of Biology, University of Massachusetts Boston, Boston, MA 02125 USA
| | - Roger Huynh
- Department of Biology, University of Massachusetts Boston, Boston, MA 02125 USA
| | - Patrick J. Kearns
- Department of Biology, University of Massachusetts Boston, Boston, MA 02125 USA
| | - Jordan Kueneman
- Smithsonian Tropical Research Institute, Roosevelt Ave. Tupper Building – 401, 0843-03092 Panamá, Panama
| | - Emmi Kurosawa
- Department of Biology, University of Massachusetts Boston, Boston, MA 02125 USA
| | | | - Casandra Lyons
- Department of Biology, University of Massachusetts Boston, Boston, MA 02125 USA
| | - Kerry McNally
- School for the Environment, University of Massachusetts, Boston, MA 02125 USA
- Animal Health Department, New England Aquarium, Boston, MA 02110 USA
| | - Klaus Schliep
- Department of Biology, University of Massachusetts Boston, Boston, MA 02125 USA
| | - Nachiket Shankar
- Department of Biology, University of Massachusetts Boston, Boston, MA 02125 USA
| | - Amanda G. Tokash-Peters
- Department of Biology, University of Massachusetts Boston, Boston, MA 02125 USA
- Center of Excellence in Biodiversity and Natural Resource Management, University of Rwanda, RN1, Butare, Rwanda
| | - Miguel Vences
- Zoological Institute, Braunschweig University of Technology, Mendelssohnstr. 4, 38106 Braunschweig, Germany
| | - Ross Whetstone
- Department of Biology, University of Massachusetts Boston, Boston, MA 02125 USA
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18
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Tang KY, Wang ZW, Wan QH, Fang SG. Metagenomics Reveals Seasonal Functional Adaptation of the Gut Microbiome to Host Feeding and Fasting in the Chinese Alligator. Front Microbiol 2019; 10:2409. [PMID: 31708889 PMCID: PMC6824212 DOI: 10.3389/fmicb.2019.02409] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Accepted: 10/07/2019] [Indexed: 12/20/2022] Open
Abstract
As a natural hibernator, the Chinese alligator (Alligator sinensis) is an ideal and intriguing model to investigate changes in microbial community structure and function caused by hibernation. In this study, we used 16S rRNA profiling and metagenomic analysis to compare the composition, diversity, and functional capacity in the gut microbiome of hibernating vs. active Chinese alligators. Our results show that gut microbial communities undergo seasonal restructuring in response to seasonal cycles of feeding and fasting in the Chinese alligator, but this animal harbors a core gut microbial community primarily dominated by Proteobacteria, Fusobacteria, Bacteroidetes, and Firmicutes across the gut regions. During hibernation, there is an increase in the abundance of bacterial taxa (e.g., the genus Bacteroides) that can degrade host mucin glycans, which allows adaptation to winter fasting. This is accompanied by the enrichment of mucin oligosaccharide-degrading enzyme and carbohydrate-active enzyme families. In contrast, during the active phase (feeding), active Chinese alligators exhibit a carnivore gut microbiome dominated by Fusobacteria, and there is an increase in the relative abundance of bacteria (e.g., Cetobacterium somerae) with known proteolytic and amino acids-fermentating functions that improve host protein-rich food digestion efficiency. In addition, seasonal variations in the expression of β-defensins play a protective role in intestinal immunity. These findings provide insights into the functional adaptations of host-gut microbe symbioses to seasonal dietary shifts to maintain gut homeostasis and health, especially in extreme physiological states.
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Affiliation(s)
- Ke-Yi Tang
- MOE Key Laboratory of Biosystems Homeostasis & Protection, State Conservation Centre for Gene Resources of Endangered Wildlife, College of Life Sciences, Zhejiang University, Hangzhou, China
| | - Zhen-Wei Wang
- Changxing Yinjiabian Chinese Alligator Nature Reserve, Changxing, China
| | - Qiu-Hong Wan
- MOE Key Laboratory of Biosystems Homeostasis & Protection, State Conservation Centre for Gene Resources of Endangered Wildlife, College of Life Sciences, Zhejiang University, Hangzhou, China
| | - Sheng-Guo Fang
- MOE Key Laboratory of Biosystems Homeostasis & Protection, State Conservation Centre for Gene Resources of Endangered Wildlife, College of Life Sciences, Zhejiang University, Hangzhou, China
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19
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Yao R, Yang Z, Zhang Z, Hu T, Chen H, Huang F, Gu X, Yang X, Lu G, Zhu L. Are the gut microbial systems of giant pandas unstable? Heliyon 2019; 5:e02480. [PMID: 31687574 PMCID: PMC6819816 DOI: 10.1016/j.heliyon.2019.e02480] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 08/11/2019] [Accepted: 09/12/2019] [Indexed: 12/29/2022] Open
Abstract
Animals have stable dominant gut microbiomes under similar diets. Similar diets can also lead to similar gut microbial communities within host species levels. Giant pandas (Ailuropoda melanoleuca) and red pandas (Ailurus fulgens) have had long-term and stable bamboo diets, and seem well adapted to this highly fibrous diet. When compared to the gut microbiomes of Père David's deer (Elaphurus davidianus), humans, cheetah (Acinonyx jubatus), black-backed jackal (Canis-mesomelas), and black bear (Ursus thibetanus), giant panda gut microbiomes have high variation in the abundance of Pseudomonadaceae and Clostridiaceae, and are somewhat unstable. This high instability and dissimilarity may reflect an unstable gut environment, perturbation or selective pressure because of their carnivorous gastrointestinal system. A short digestive tract, brief digestion time and fast intestinal peristalsis may result in higher oxygen concentrations that select for the growth of aerobes and facultative anaerobes in giant pandas. Potential selection of high proportion of Pseudomonadaceae in giant panda (GP-HP) and red panda gut microbiomes may arise because of their postulated ability to degrade secondary compounds (e.g., cyanide compounds and aromatic compounds). However, high proportion of Clostridiaceae (GP-HF) may focus on cellulose and hemicellulose digestion. Thus, GP-HP and GP-HF groups have high dissimilarity on the functional level. These findings show that long-term similarities in diet do not always lead to similar or stable gut microbial system within the same host species and that other factors can drive the selection of gut taxa.
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Affiliation(s)
- Ran Yao
- College of Life Sciences, Nanjing Normal University, Nanjing, 210023, China
| | - Zhisong Yang
- Key Laboratory of Southwest China Wildlife Resources Conservation (Ministry of Education), China West Normal University, Nanchong, 637002, China
| | - Zheng Zhang
- College of Life Sciences, Nanjing Normal University, Nanjing, 210023, China
| | - Ting Hu
- College of Life Sciences, Nanjing Normal University, Nanjing, 210023, China
| | - Hua Chen
- Shanghai Biozeron Bioinfmatics Center, Shanghai, 201800, China
| | - Feng Huang
- Sichuan Lizhiping Giant Panda National Nature Reserve, Shimian, China
| | - Xiaodong Gu
- Sichuan Station of Wild Life Survey and Management, Chengdu, 610082, China
| | - Xuyu Yang
- Sichuan Station of Wild Life Survey and Management, Chengdu, 610082, China
| | - Guoqing Lu
- University of Nebraska at Omaha, Omaha, USA
| | - Lifeng Zhu
- College of Life Sciences, Nanjing Normal University, Nanjing, 210023, China
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Karmacharya D, Manandhar P, Manandhar S, Sherchan AM, Sharma AN, Joshi J, Bista M, Bajracharya S, Awasthi NP, Sharma N, Llewellyn B, Waits LP, Thapa K, Kelly MJ, Vuyisich M, Starkenburg SR, Hero JM, Hughes J, Wultsch C, Bertola L, Fountain-Jones NM, Sinha AK. Gut microbiota and their putative metabolic functions in fragmented Bengal tiger population of Nepal. PLoS One 2019; 14:e0221868. [PMID: 31465520 PMCID: PMC6715213 DOI: 10.1371/journal.pone.0221868] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 08/17/2019] [Indexed: 02/01/2023] Open
Abstract
Bengal tigers (Panthera tigris tigris) serve a pivotal role as an apex predator in forest ecosystems. To increase our knowledge on factors impacting the viability and health of this endangered species, we studied the gut microbiota in 32 individual Bengal tigers from three geographically separated areas (Chitwan National Park (CNP), Bardia National Park (BNP) and Suklaphanta Wildlife Reserve (SWR)) in Nepal, using noninvasive genetic sampling methods. Gut microbiota influence the immune system, impact various physiological functions, and modulates metabolic reactions, that ultimately impact the host health, behavior and development. Across the tiger populations in Nepal, we found significant differences in the composition of microbial communities based on their geographic locations. Specifically, we detected significant differences between CNP and the other two protected areas (CNP vs BNP: pseudo t = 1.944, P = 0.006; CNP vs SWR: pseudo t = 1.9942, P = 0.0071), but no differences between BNP and SWR. This mirrors what has been found for tiger gene flow in the same populations, suggesting gut microbiota composition and host gene flow may be linked. Furthermore, predictive metagenome functional content analysis (PICRUSt) revealed a higher functional enrichment and diversity for significant gut microbiota in the Chitwan tiger population and the lowest enrichment and diversity in Suklaphanta. The CNP tiger population contained higher proportions of microbiota that are associated with predicted functions relevant for metabolism of amino acid, lipid, xenobiotics biodegradation, terpenoides and polyketides than the SWR population. We conclude the tiger population structure, gut microbiota profile and associated functional metabolic categories are correlated, with geographically most separated CNP and SWR tiger population having the most distinct and different host genotype and microbiota profiles. Our work dramatically expands the understanding of tiger microbiota in wild populations and provides a valuable case study on how to investigate genetic diversity at different hierarchical levels, including hosts as well as their microbial communities.
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Affiliation(s)
- Dibesh Karmacharya
- Center for Molecular Dynamics Nepal, Kathmandu, Nepal
- School of Environment, Griffith University, Brisbane, Queensland, Australia
| | | | | | | | | | - Jyoti Joshi
- Center for Molecular Dynamics Nepal, Kathmandu, Nepal
| | - Manisha Bista
- Center for Molecular Dynamics Nepal, Kathmandu, Nepal
| | | | | | - Netra Sharma
- Environment Team, U.S. Agency for International Development, Kathmandu, Nepal
| | - Bronwyn Llewellyn
- Environment Team, U.S. Agency for International Development, Kathmandu, Nepal
| | - Lisette P. Waits
- Department of Fish and Wildlife Sciences, University of Idaho, Moscow, Idaho, United States of America
| | - Kanchan Thapa
- Department of Fish and Wildlife Conservation, Virginia Tech, Blacksburg, Virginia, United States of America
| | - Marcella J. Kelly
- Department of Fish and Wildlife Conservation, Virginia Tech, Blacksburg, Virginia, United States of America
| | - Momchilo Vuyisich
- Applied Genomics, Los Alamos National Lab, Los Alamos, New Mexico, United States of America
| | - Shawn R. Starkenburg
- Applied Genomics, Los Alamos National Lab, Los Alamos, New Mexico, United States of America
| | - Jean-Marc Hero
- School of Science & Education, University of the Sunshine Coast, Sunshine Coast, Queensland, Australia
| | - Jane Hughes
- School of Environment, Griffith University, Brisbane, Queensland, Australia
| | - Claudia Wultsch
- Sackler Institute for Comparative Genomics, American Museum of Natural History, New York, United States of America
- Bioinformatics and Computational Genomics Laboratory, Hunter College, City University of New York, New York, United States of America
| | - Laura Bertola
- Department of Biology, City College of New York, New York, United States of America
- Institute of Environmental Sciences, Leiden University, Leiden, The Netherlands
| | - Nicholas M. Fountain-Jones
- Department of Veterinary Population Medicine, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Amit K. Sinha
- Center for Molecular Dynamics Nepal, Kathmandu, Nepal
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21
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Mallott EK, Malhi RS, Amato KR. Assessing the comparability of different DNA extraction and amplification methods in gut microbial community profiling. Access Microbiol 2019; 1:e000060. [PMID: 32974545 PMCID: PMC7481737 DOI: 10.1099/acmi.0.000060] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Accepted: 08/12/2019] [Indexed: 12/18/2022] Open
Abstract
Automated, high-throughput technologies are becoming increasingly common in microbiome studies to decrease costs and increase efficiency. However, in microbiome studies, small differences in methodology – including storage conditions, wet lab methods, sequencing platforms and data analysis – can influence the reproducibility and comparability of data across studies. There has been limited testing of the effects of high-throughput methods, including microfluidic PCR technologies. In this paper, we compare two extraction methods (the QIAamp DNA Stool Mini Kit and the MoBio PowerSoil DNA Isolation kit), two taq polymerase enzymes (MyTaq HS Red Mix and Accustart II PCR ToughMix), two primer sets (V3–V4 and V4–V5) and two amplification methods (a common two-step PCR protocol and amplicon library preparation on the Fluidigm Access Array system that allows automated multiplexing of primers). Gut microbial community profiles were significantly affected by all variables. While there were no significant differences in alpha diversity measured between the two extraction methods, there was an effect of extraction method on community composition measured by unweighted UniFrac distances. Both amplification method and primers had a significant effect on both alpha diversity and community composition. The relative abundance of Actinobacteria was significantly lower when using the MoBio kit or Fluidigm amplification method, and the relative abundance of Firmicutes was lower when using the Qiagen kit. Microbial community profiles based on Fluidigm-generated amplicon libraries were not comparable to those generated with more commonly used methods. Researchers should carefully consider the limitations and biases that different extraction and amplification methods can introduce into their results. Additionally, more thorough benchmarking of automated and multiplexing methods is necessary to determine the magnitude of the potential trade-off between the quality and the quantity of data.
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Affiliation(s)
- Elizabeth K. Mallott
- Department of Anthropology, Northwestern University, Evanston, IL, USA
- *Correspondence: Elizabeth K. Mallott,
| | - Ripan S. Malhi
- Department of Anthropology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
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22
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Fackelmann G, Sommer S. Microplastics and the gut microbiome: How chronically exposed species may suffer from gut dysbiosis. MARINE POLLUTION BULLETIN 2019; 143:193-203. [PMID: 31789155 DOI: 10.1016/j.marpolbul.2019.04.030] [Citation(s) in RCA: 168] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 04/10/2019] [Accepted: 04/11/2019] [Indexed: 05/20/2023]
Abstract
As small pieces of plastics known as microplastics pollute even the remotest parts of Earth, research currently focuses on unveiling how this pollution may affect biota. Despite increasing awareness, one potentially major consequence of chronic exposure to microplastics has been largely neglected: the impact of the disruption of the symbiosis between host and the natural community and abundance pattern of the gut microbiota. This so-called dysbiosis might be caused by the consumption of microplastics, associated mechanical disruption within the gastrointestinal tract, the ingestion of foreign and potentially pathogenic bacteria, as well as chemicals, which make-up or adhere to microplastics. Dysbiosis may interfere with the host immune system and trigger the onset of (chronic) diseases, promote pathogenic infections, and alter the gene capacity and expression of gut microbiota. We summarize how chronically exposed species may suffer from microplastics-induced gut dysbiosis, deteriorating host health, and highlight corresponding future directions of research.
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Affiliation(s)
- Gloria Fackelmann
- Institute of Evolutionary Ecology and Conservation Genomics, Ulm University, Albert-Einstein-Allee 11, 89081 Ulm, Germany.
| | - Simone Sommer
- Institute of Evolutionary Ecology and Conservation Genomics, Ulm University, Albert-Einstein-Allee 11, 89081 Ulm, Germany
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23
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Eshar D, Lee C, Weese JS. Comparative molecular analysis of fecal microbiota of bobcats ( Lynx rufus) and domestic cats (Felis catus). CANADIAN JOURNAL OF VETERINARY RESEARCH = REVUE CANADIENNE DE RECHERCHE VETERINAIRE 2019; 83:42-49. [PMID: 30670901 PMCID: PMC6318824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Accepted: 04/28/2018] [Indexed: 06/09/2023]
Abstract
The goal of this study was to explore and describe fecal microbiota of captive and wild bobcats (Lynx rufus) and compare the results to those of domestic cats (Felis catus). Fecal samples from 27 bobcats (8 wild, 19 zoo-kept) were used for novel bacterial deoxyribonucleic acid (DNA) identification using next-generation sequencing of the V4 region of the bacterial 16S ribosomal ribonucleic acid (rRNA) gene, analyzed by Illumina sequencing, and then compared to data obtained from a colony of 10 domestic cats. In this study, the microbiota of both species was dominated by Firmicutes, followed by Proteobacteria, Actinobacteria, Bacteroidetes, and Verrucomicrobia. When compared, fecal samples from bobcats harbored more Proteobacteria and Actinobacteria than fecal samples from domestic cats. There was a remarkable inter-bobcat variation in the relative abundances of the main bacterial genera. There were no significant differences, however, between the main phyla of the microbiota of the wild and domestic bobcats. Proteobacteria in wild bobcats (P = 0.079) and Firmicutes in zoo-kept bobcats (P = 0.079) approached significance. There were no differences in predominant genera between wild and captive bobcats. The results of this study showed that there are notable differences in fecal bacterial communities between domestic cats and both captive and wild bobcats. The lack of significant differences in bacterial communities between wild and zoo-kept bobcats suggests that the varied diet provided for these felids can result in a fecal microbiota resembling that generated by a wild diet.
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Affiliation(s)
- David Eshar
- Department of Clinical Sciences, College of Veterinary Medicine, Kansas State University, 1800 Denison Avenue, Manhattan, Kansas 66506, USA (Eshar); Department of Animal Sciences and Industry, Kansas State University, 131 Call Hall, Manhattan, Kansas 66506, USA (Lee); Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, Ontario N1G 2W1 (Weese)
| | - Charlie Lee
- Department of Clinical Sciences, College of Veterinary Medicine, Kansas State University, 1800 Denison Avenue, Manhattan, Kansas 66506, USA (Eshar); Department of Animal Sciences and Industry, Kansas State University, 131 Call Hall, Manhattan, Kansas 66506, USA (Lee); Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, Ontario N1G 2W1 (Weese)
| | - J Scott Weese
- Department of Clinical Sciences, College of Veterinary Medicine, Kansas State University, 1800 Denison Avenue, Manhattan, Kansas 66506, USA (Eshar); Department of Animal Sciences and Industry, Kansas State University, 131 Call Hall, Manhattan, Kansas 66506, USA (Lee); Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, Ontario N1G 2W1 (Weese)
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24
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Wei F, Wu Q, Hu Y, Huang G, Nie Y, Yan L. Conservation metagenomics: a new branch of conservation biology. SCIENCE CHINA-LIFE SCIENCES 2018; 62:168-178. [PMID: 30588567 DOI: 10.1007/s11427-018-9423-3] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 10/06/2018] [Indexed: 12/11/2022]
Abstract
Multifaceted approaches are required to monitor wildlife populations and improve conservation efforts. In the last decade, increasing evidence suggests that metagenomic analysis offers valuable perspectives and tools for identifying microbial communities and functions. It has become clear that gut microbiome plays a critical role in health, nutrition, and physiology of wildlife, including numerous endangered animals in the wild and in captivity. In this review, we first introduce the human microbiome and metagenomics, highlighting the importance of microbiome for host fitness. Then, for the first time, we propose the concept of conservation metagenomics, an emerging subdiscipline of conservation biology, which aims to understand the roles of the microbiota in evolution and conservation of endangered animals. We define what conservation metagenomics is along with current approaches, main scientific issues and significant implications in the study of host evolution, physiology, nutrition, ecology and conservation. We also discuss future research directions of conservation metagenomics. Although there is still a long way to go, conservation metagenomics has already shown a significant potential for improving the conservation and management of wildlife.
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Affiliation(s)
- Fuwen Wei
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, 650223, China.
| | - Qi Wu
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Yibo Hu
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, 650223, China
| | - Guangping Huang
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Yonggang Nie
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, 650223, China
| | - Li Yan
- CAS Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, 100101, China
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25
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Wasimuddin, Brändel SD, Tschapka M, Page R, Rasche A, Corman VM, Drosten C, Sommer S. Astrovirus infections induce age-dependent dysbiosis in gut microbiomes of bats. ISME JOURNAL 2018; 12:2883-2893. [PMID: 30061706 DOI: 10.1038/s41396-018-0239-1] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 06/05/2018] [Accepted: 06/30/2018] [Indexed: 02/08/2023]
Abstract
Astroviruses (AstV) are a major cause of diarrhoea in children. Interestingly, some wildlife species, including bats, remain phenotypically asymptomatic after infection. Disease symptoms, however, may only be less visible in bats and enteric viruses may indeed perturb their gut microbial communities. Gut microbiomes represent an important driver of immune defence mechanisms but potential effects of enteric virus-host microbiome interactions are largely unexplored. Using bats as a natural model system, we show that AstV-infections affect the gut microbiome, with the strength of the effect depending on host age. The gut microbial α- and β-diversity and the predicted microbial functional orthologs decreased in young bats but surprisingly increased in adult AstV + bats. The abundance of bacterial taxa characteristic for healthy microbiomes was strongly reduced in young AstV+ bats, possibly attributable to their immature immune system. Regardless of age, pathogen-containing genera exhibited negative interactions with several commensal taxa and increased after AstV-infection, leading to pathobiont-like shifts in the gut microbiome of all infected bats. Thus, in apparently healthy bats, AstV-infections disturb gut bacterial homeostasis, possibly increasing previously suppressed health risks by promoting co-infections. If similar processes are present in humans, the effects of enteric virus infections might have longer-term impacts extending beyond the directly observed symptoms.
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Affiliation(s)
- Wasimuddin
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Albert-Einstein Allee 11, Ulm, D-89069, Germany
| | - Stefan Dominik Brändel
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Albert-Einstein Allee 11, Ulm, D-89069, Germany.,Smithsonian Tropical Research Institute, Ancon, Apartado, Balboa, Panama, 0843-03092, Republic of Panama
| | - Marco Tschapka
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Albert-Einstein Allee 11, Ulm, D-89069, Germany.,Smithsonian Tropical Research Institute, Ancon, Apartado, Balboa, Panama, 0843-03092, Republic of Panama
| | - Rachel Page
- Smithsonian Tropical Research Institute, Ancon, Apartado, Balboa, Panama, 0843-03092, Republic of Panama
| | - Andrea Rasche
- Institute of Virology, Charité-Universitätsmedizin Berlin, Corporate member of Free University, Humboldt-University and Berlin Institute of Health, Berlin, Germany.,German Centre for Infection Research (DZIF), Berlin, Germany
| | - Victor M Corman
- Institute of Virology, Charité-Universitätsmedizin Berlin, Corporate member of Free University, Humboldt-University and Berlin Institute of Health, Berlin, Germany.,German Centre for Infection Research (DZIF), Berlin, Germany
| | - Christian Drosten
- Institute of Virology, Charité-Universitätsmedizin Berlin, Corporate member of Free University, Humboldt-University and Berlin Institute of Health, Berlin, Germany.,German Centre for Infection Research (DZIF), Berlin, Germany
| | - Simone Sommer
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Albert-Einstein Allee 11, Ulm, D-89069, Germany.
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26
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Wu H, Xing Y, Sun H, Mao X. Gut microbial diversity in two insectivorous bats: Insights into the effect of different sampling sources. Microbiologyopen 2018; 8:e00670. [PMID: 29971963 PMCID: PMC6530527 DOI: 10.1002/mbo3.670] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 04/03/2018] [Accepted: 05/17/2018] [Indexed: 11/30/2022] Open
Abstract
The gut microbiota is now known as a key factor in mammalian physiology and health. Our understanding of the gut microbial communities and their effects on ecology and evolution of their hosts is extremely limited in bats which represent the second largest mammalian order. In the current study, gut microbiota of three sampling sources (small intestine, large intestine, and feces) were characterized in two sympatric and insectivorous bats (Rhinolophus sinicus and Myotis altarium) by high‐throughput sequencing of the V3‐V4 region of the 16S rRNA gene. Combining with published studies, this work reveals that Gammaproteobacteria may be a dominant class in the whole Chiroptera and Fusobacteria is less observed in bats although it has been proven to be dominant in other mammals. Our results reveal that the sampling source influences alpha diversity of the microbial community in both studied species although no significant variations of beta diversity were observed, which support that fecal samples cannot be used as a proxy of the microbiota in other gut regions in wild animals.
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Affiliation(s)
- Haonan Wu
- Institute of Estuarine and Coastal Research, East China Normal University, Shanghai, China
| | - Yutong Xing
- Institute of Estuarine and Coastal Research, East China Normal University, Shanghai, China
| | - Haijian Sun
- Institute of Estuarine and Coastal Research, East China Normal University, Shanghai, China
| | - Xiuguang Mao
- Institute of Estuarine and Coastal Research, East China Normal University, Shanghai, China
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27
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Wang J, Li C, Nesengani LT, Gong Y, Zhang S, Lu W. Characterization of vaginal microbiota of endometritis and healthy sows using high-throughput pyrosequencing of 16S rRNA gene. Microb Pathog 2017; 111:325-330. [DOI: 10.1016/j.micpath.2017.08.030] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Revised: 08/01/2017] [Accepted: 08/30/2017] [Indexed: 01/08/2023]
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28
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Wasimuddin, Menke S, Melzheimer J, Thalwitzer S, Heinrich S, Wachter B, Sommer S. Gut microbiomes of free-ranging and captive Namibian cheetahs: Diversity, putative functions and occurrence of potential pathogens. Mol Ecol 2017; 26:5515-5527. [PMID: 28782134 DOI: 10.1111/mec.14278] [Citation(s) in RCA: 81] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Revised: 07/18/2017] [Accepted: 07/19/2017] [Indexed: 12/27/2022]
Abstract
Although the significance of the gut microbiome for host health is well acknowledged, the impact of host traits and environmental factors on the interindividual variation of gut microbiomes of wildlife species is not well understood. Such information is essential; however, as changes in the composition of these microbial communities beyond the natural range might cause dysbiosis leading to increased susceptibility to infections. We examined the potential influence of sex, age, genetic relatedness, spatial tactics and the environment on the natural range of the gut microbiome diversity in free-ranging Namibian cheetahs (Acinonyx jubatus). We further explored the impact of an altered diet and frequent contact with roaming dogs and cats on the occurrence of potential bacterial pathogens by comparing free-ranging and captive individuals living under the same climatic conditions. Abundance patterns of particular bacterial genera differed between the sexes, and bacterial diversity and richness were higher in older (>3.5 years) than in younger individuals. In contrast, male spatial tactics, which probably influence host exposure to environmental bacteria, had no discernible effect on the gut microbiome. The profound resemblance of the gut microbiome of kin in contrast to nonkin suggests a predominant role of genetics in shaping bacterial community characteristics and functional similarities. We also detected various Operational Taxonomic Units (OTUs) assigned to potential pathogenic bacteria known to cause diseases in humans and wildlife species, such as Helicobacter spp., and Clostridium perfringens. Captive individuals did not differ in their microbial alpha diversity but exhibited higher abundances of OTUs related to potential pathogenic bacteria and shifts in disease-associated functional pathways. Our study emphasizes the need to integrate ecological, genetic and pathogenic aspects to improve our comprehension of the main drivers of natural variation and shifts in gut microbial communities possibly affecting host health. This knowledge is essential for in situ and ex situ conservation management.
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Affiliation(s)
- Wasimuddin
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Ulm, Germany
| | - Sebastian Menke
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Ulm, Germany
| | - Jörg Melzheimer
- Leibniz Institute for Zoo and Wildlife Research, Berlin, Germany
| | | | - Sonja Heinrich
- Leibniz Institute for Zoo and Wildlife Research, Berlin, Germany
| | - Bettina Wachter
- Leibniz Institute for Zoo and Wildlife Research, Berlin, Germany
| | - Simone Sommer
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Ulm, Germany
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29
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Lesniak I, Franz M, Heckmann I, Greenwood AD, Hofer H, Krone O. Surrogate hosts: Hunting dogs and recolonizing grey wolves share their endoparasites. INTERNATIONAL JOURNAL FOR PARASITOLOGY-PARASITES AND WILDLIFE 2017; 6:278-286. [PMID: 28951833 PMCID: PMC5605491 DOI: 10.1016/j.ijppaw.2017.09.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Revised: 08/28/2017] [Accepted: 09/06/2017] [Indexed: 12/22/2022]
Abstract
Understanding how closely related wildlife species and their domesticated counterparts exchange or share parasites, or replace each other in parasite life cycles, is of great interest to veterinary and human public health, and wildlife ecology. Grey wolves (Canis lupus) host and spread endoparasites that can either directly infect canid conspecifics or their prey serving as intermediate hosts of indirectly transmitted species. The wolf recolonization of Central Europe represents an opportunity to study parasite transmission dynamics between wildlife and domestic species for cases when a definitive host returns after local extinction – a situation equivalent to a ‘removal experiment’. Here we investigate whether the re–appearance of wolves has increased parasite pressure on hunting dogs – a group of companion animals of particular interest as they have a similar diet to wolves and flush wolf habitats when hunting. We compared prevalence (P) and species richness (SR) of helminths and the protozoan Sarcocystis to determine whether they were higher in hunting dogs from wolf areas (ndogs = 49) than a control area (ndogs = 29) without wolves. Of particular interest were S. grueneri and S. taeniata, known as ‘wolf specialists’. Five helminth and 11 Sarcocystis species were identified, of which all helminths and eight Sarcocystis species were shared between dogs and wolves. Overall prevalence and species richness of helminths (P:38.5% vs. 24.1%; SRmean:0.4 vs. 0.3 species) and Sarcocystis (P:63.3% vs. 65.5%, SRmean:2.1 vs. 1.8 species) did not differ between study sites. However, hunting dogs were significantly more likely to be infected with S. grueneri in wolf areas (P:45.2% vs. 10.5%; p = 0.035). The findings suggest that wolves indirectly increase S. grueneri infection risk for hunting dogs since cervids are intermediate hosts and occasionally fed to dogs. Furthermore, a periodic anthelminthic treatment of hunting dogs may be an effective measure to control helminth infections regardless of wolf presence. General parasite burden in hunting dogs is not increased by wolves. General Sarcocystis burden in hunting dogs is high due to raw feeding. ‘Wolf specialist’ parasite S. grueneri more prevalent in hunting dogs from wolf areas.
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Affiliation(s)
- Ines Lesniak
- Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Straße 17, 10315 Berlin, Germany
| | - Mathias Franz
- Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Straße 17, 10315 Berlin, Germany
| | - Ilja Heckmann
- Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Straße 17, 10315 Berlin, Germany
| | - Alex D Greenwood
- Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Straße 17, 10315 Berlin, Germany
- Department of Veterinary Medicine, Freie Universität Berlin, Oertzenweg 19b, 14163 Berlin, Germany
| | - Heribert Hofer
- Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Straße 17, 10315 Berlin, Germany
- Department of Veterinary Medicine, Freie Universität Berlin, Oertzenweg 19b, 14163 Berlin, Germany
- Department of Biology, Chemistry, Pharmacy, Freie Universität Berlin, Takustraße 3, 14195 Berlin, Germany
| | - Oliver Krone
- Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Straße 17, 10315 Berlin, Germany
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30
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Koo H, Mojib N, Hakim JA, Hawes I, Tanabe Y, Andersen DT, Bej AK. Microbial Communities and Their Predicted Metabolic Functions in Growth Laminae of a Unique Large Conical Mat from Lake Untersee, East Antarctica. Front Microbiol 2017; 8:1347. [PMID: 28824553 PMCID: PMC5543034 DOI: 10.3389/fmicb.2017.01347] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Accepted: 07/03/2017] [Indexed: 01/15/2023] Open
Abstract
In this study, we report the distribution of microbial taxa and their predicted metabolic functions observed in the top (U1), middle (U2), and inner (U3) decadal growth laminae of a unique large conical microbial mat from perennially ice-covered Lake Untersee of East Antarctica, using NextGen sequencing of the 16S rRNA gene and bioinformatics tools. The results showed that the U1 lamina was dominated by cyanobacteria, specifically Phormidium sp., Leptolyngbya sp., and Pseudanabaena sp. The U2 and U3 laminae had high abundances of Actinobacteria, Verrucomicrobia, Proteobacteria, and Bacteroidetes. Closely related taxa within each abundant bacterial taxon found in each lamina were further differentiated at the highest taxonomic resolution using the oligotyping method. PICRUSt analysis, which determines predicted KEGG functional categories from the gene contents and abundances among microbial communities, revealed a high number of sequences belonging to carbon fixation, energy metabolism, cyanophycin, chlorophyll, and photosynthesis proteins in the U1 lamina. The functional predictions of the microbial communities in U2 and U3 represented signal transduction, membrane transport, zinc transport and amino acid-, carbohydrate-, and arsenic- metabolisms. The Nearest Sequenced Taxon Index (NSTI) values processed through PICRUSt were 0.10, 0.13, and 0.11 for U1, U2, and U3 laminae, respectively. These values indicated a close correspondence with the reference microbial genome database, implying high confidence in the predicted metabolic functions of the microbial communities in each lamina. The distribution of microbial taxa observed in each lamina and their predicted metabolic functions provides additional insight into the complex microbial ecosystem at Lake Untersee, and lays the foundation for studies that will enhance our understanding of the mechanisms responsible for the formation of these unique mat structures and their evolutionary significance.
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Affiliation(s)
- Hyunmin Koo
- Department of Biology, University of Alabama at Birmingham, BirminghamAL, United States
| | - Nazia Mojib
- Department of Biology, University of Alabama at Birmingham, BirminghamAL, United States
| | - Joseph A Hakim
- Department of Biology, University of Alabama at Birmingham, BirminghamAL, United States
| | - Ian Hawes
- Gateway Antarctica, University of CanterburyChristchurch, New Zealand
| | - Yukiko Tanabe
- National Institute of Polar ResearchTachikawa, Japan
| | - Dale T Andersen
- Carl Sagan Center, SETI Institute, Mountain ViewCA, United States
| | - Asim K Bej
- Department of Biology, University of Alabama at Birmingham, BirminghamAL, United States
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31
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Heitlinger E, Ferreira SCM, Thierer D, Hofer H, East ML. The Intestinal Eukaryotic and Bacterial Biome of Spotted Hyenas: The Impact of Social Status and Age on Diversity and Composition. Front Cell Infect Microbiol 2017; 7:262. [PMID: 28670573 PMCID: PMC5472691 DOI: 10.3389/fcimb.2017.00262] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2017] [Accepted: 06/02/2017] [Indexed: 01/24/2023] Open
Abstract
In mammals, two factors likely to affect the diversity and composition of intestinal bacteria (bacterial microbiome) and eukaryotes (eukaryome) are social status and age. In species in which social status determines access to resources, socially dominant animals maintain better immune processes and health status than subordinates. As high species diversity is an index of ecosystem health, the intestinal biome of healthier, socially dominant animals should be more diverse than those of subordinates. Gradual colonization of the juvenile intestine after birth predicts lower intestinal biome diversity in juveniles than adults. We tested these predictions on the effect of: (1) age (juvenile/adult) and (2) social status (low/high) on bacterial microbiome and eukaryome diversity and composition in the spotted hyena (Crocuta crocuta), a highly social, female-dominated carnivore in which social status determines access to resources. We comprehensively screened feces from 35 individually known adult females and 7 juveniles in the Serengeti ecosystem for bacteria and eukaryotes, using a set of 48 different amplicons (4 for bacterial 16S, 44 for eukaryote 18S) in a multi-amplicon sequencing approach. We compared sequence abundances to classical coprological egg or oocyst counts. For all parasite taxa detected in more than six samples, the number of sequence reads significantly predicted the number of eggs or oocysts counted, underscoring the value of an amplicon sequencing approach for quantitative measurements of parasite load. In line with our predictions, our results revealed a significantly less diverse microbiome in juveniles than adults and a significantly higher diversity of eukaryotes in high-ranking than low-ranking animals. We propose that free-ranging wildlife can provide an intriguing model system to assess the adaptive value of intestinal biome diversity for both bacteria and eukaryotes.
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Affiliation(s)
- Emanuel Heitlinger
- Research Group Ecology and Evolution of Molecular Parasite Host Interactions, Leibniz Institute for Zoo and Wildlife ResearchBerlin, Germany.,Institute for Biology, Molecular Parasitology, Humboldt UniversityBerlin, Germany
| | - Susana C M Ferreira
- Department of Evolutionary Ecology, Leibniz Institute for Zoo and Wildlife ResearchBerlin, Germany
| | - Dagmar Thierer
- Department of Evolutionary Ecology, Leibniz Institute for Zoo and Wildlife ResearchBerlin, Germany
| | - Heribert Hofer
- Department of Evolutionary Ecology, Leibniz Institute for Zoo and Wildlife ResearchBerlin, Germany
| | - Marion L East
- Department of Evolutionary Ecology, Leibniz Institute for Zoo and Wildlife ResearchBerlin, Germany
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32
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Berry MA, White JD, Davis TW, Jain S, Johengen TH, Dick GJ, Sarnelle O, Denef VJ. Are Oligotypes Meaningful Ecological and Phylogenetic Units? A Case Study of Microcystis in Freshwater Lakes. Front Microbiol 2017; 8:365. [PMID: 28337183 PMCID: PMC5341627 DOI: 10.3389/fmicb.2017.00365] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Accepted: 02/21/2017] [Indexed: 11/13/2022] Open
Abstract
Oligotyping is a computational method used to increase the resolution of marker gene microbiome studies. Although oligotyping can distinguish highly similar sequence variants, the resulting units are not necessarily phylogenetically and ecologically informative due to limitations of the selected marker gene. In this perspective, we examine how oligotyping data is interpreted in recent literature, and we illustrate some of the method’s constraints with a case study of the harmful bloom-forming cyanobacterium Microcystis. We identified three Microcystis oligotypes from a western Lake Erie bacterial community 16S rRNA gene (V4 region) survey that had previously clustered into one OTU. We found the same three oligotypes and two additional sequence variants in 46 Microcystis cultures isolated from Michigan inland lakes spanning a trophic gradient. In Lake Erie, shifts in Microcystis oligotypes corresponded to spatial nutrient gradients and temporal transitions in bloom toxicity. In the cultures, Microcystis oligotypes showed preferential distributions for different trophic states, but genomic data revealed that the oligotypes identified in Lake Erie did not correspond to toxin gene presence. Thus, oligotypes could not be used for inferring toxic ecotypes. Most strikingly, Microcystis oligotypes were not monophyletic. Our study supports the utility of oligotyping for distinguishing sequence types along certain ecological features, while it stresses that 16S rRNA gene sequence types may not reflect ecologically or phylogenetically cohesive populations. Therefore, we recommend that studies employing oligotyping or related tools consider these caveats during data interpretation.
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Affiliation(s)
- Michelle A Berry
- Department of Ecology and Evolutionary Biology, University of Michigan Ann Arbor, MI, USA
| | - Jeffrey D White
- Department of Biology, Framingham State University Framingham, MA, USA
| | - Timothy W Davis
- NOAA Great Lakes Environmental Research Laboratory Ann Arbor, MI, USA
| | - Sunit Jain
- Department of Earth and Environmental Sciences, University of Michigan Ann Arbor, MI, USA
| | - Thomas H Johengen
- Cooperative Institute for Limnology and Ecosystems Research, University of Michigan Ann Arbor, MI, USA
| | - Gregory J Dick
- Department of Earth and Environmental Sciences, University of Michigan Ann Arbor, MI, USA
| | - Orlando Sarnelle
- Department of Fisheries and Wildlife, Michigan State University East Lansing, MI, USA
| | - Vincent J Denef
- Department of Ecology and Evolutionary Biology, University of Michigan Ann Arbor, MI, USA
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33
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Stellato G, Utter DR, Voorhis A, De Angelis M, Eren AM, Ercolini D. A Few Pseudomonas Oligotypes Dominate in the Meat and Dairy Processing Environment. Front Microbiol 2017; 8:264. [PMID: 28303120 PMCID: PMC5332365 DOI: 10.3389/fmicb.2017.00264] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2016] [Accepted: 02/07/2017] [Indexed: 11/13/2022] Open
Abstract
The occurrence of bacteria in the food processing environments plays a key role in food contamination and development of spoilage. Species of the genus Pseudomonas are recognized as major food spoilers and the capability to actually determine spoilage can be species- as well as strain-dependent. In order to improve the taxonomic resolution of 16S rRNA gene amplicons, in this study we used oligotyping to investigate the diversity of Pseudomonas populations in meat and dairy processing environments. Sequences of the V1-V3 regions from previous studies were used, including environmental swabs and food samples from both meat and dairy processing plants. We showed that the most frequently found oligotypes belonged to Pseudomonas fragi and P. fluorescens, that the most abundant oligotypes co-occurred, and were shared between the meat and dairy datasets. All the oligotypes occurring in foods were also identified in the environmental samples of the corresponding plants, highlighting the important role of the environment as a source of strains for food contamination. Oligotypes of the same species showed different levels depending on food processing and type of sample, suggesting that different strains of the same species can have different adaptation efficiency, leading to resilient bacterial associations.
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Affiliation(s)
- Giuseppina Stellato
- Division of Microbiology, Department of Agricultural Sciences, University of Naples Federico IIPortici, Italy
| | - Daniel R. Utter
- Department of Organismic and Evolutionary Biology, Harvard University, CambridgeMA, USA
| | - Andy Voorhis
- Josephine Bay Paul Center for Comparative Molecular Biology and Evolution, Marine Biological Laboratory, Woods HoleMA, USA
| | - Maria De Angelis
- Department of Soil, Plant and Food Science, University of Bari Aldo MoroBari, Italy
| | - A. Murat Eren
- Department of Medicine, University of Chicago, ChicagoIL, USA
| | - Danilo Ercolini
- Division of Microbiology, Department of Agricultural Sciences, University of Naples Federico IIPortici, Italy
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34
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Zolnik CP, Prill RJ, Falco RC, Daniels TJ, Kolokotronis SO. Microbiome changes through ontogeny of a tick pathogen vector. Mol Ecol 2016; 25:4963-77. [DOI: 10.1111/mec.13832] [Citation(s) in RCA: 99] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2015] [Revised: 08/19/2016] [Accepted: 08/29/2016] [Indexed: 01/03/2023]
Affiliation(s)
- Christine P. Zolnik
- Department of Biological Sciences; Fordham University; 441 East Fordham Road Bronx NY 10458 USA
- Vector Ecology Laboratory; Louis Calder Center-Biological Field Station; Fordham University; 53 Whippoorwill Road Armonk NY 10504 USA
| | - Robert J. Prill
- IBM Almaden Research Center; 650 Harry Road San Jose CA 95120 USA
| | - Richard C. Falco
- New York State Department of Health; Louis Calder Center-Biological Field Station; Fordham University; 53 Whippoorwill Road Armonk NY 10504 USA
| | - Thomas J. Daniels
- Vector Ecology Laboratory; Louis Calder Center-Biological Field Station; Fordham University; 53 Whippoorwill Road Armonk NY 10504 USA
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35
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Comparison of Sewage and Animal Fecal Microbiomes by Using Oligotyping Reveals Potential Human Fecal Indicators in Multiple Taxonomic Groups. Appl Environ Microbiol 2015; 81:7023-33. [PMID: 26231648 DOI: 10.1128/aem.01524-15] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2015] [Accepted: 07/25/2015] [Indexed: 12/30/2022] Open
Abstract
Most DNA-based microbial source tracking (MST) approaches target host-associated organisms within the order Bacteroidales, but the gut microbiota of humans and other animals contain organisms from an array of other taxonomic groups that might provide indicators of fecal pollution sources. To discern between human and nonhuman fecal sources, we compared the V6 regions of the 16S rRNA genes detected in fecal samples from six animal hosts to those found in sewage (as a proxy for humans). We focused on 10 abundant genera and used oligotyping, which can detect subtle differences between rRNA gene sequences from ecologically distinct organisms. Our analysis showed clear patterns of differential oligotype distributions between sewage and animal samples. Over 100 oligotypes of human origin occurred preferentially in sewage samples, and 99 human oligotypes were sewage specific. Sequences represented by the sewage-specific oligotypes can be used individually for development of PCR-based assays or together with the oligotypes preferentially associated with sewage to implement a signature-based approach. Analysis of sewage from Spain and Brazil showed that the sewage-specific oligotypes identified in U.S. sewage have the potential to be used as global alternative indicators of human fecal pollution. Environmental samples with evidence of prior human fecal contamination had consistent ratios of sewage signature oligotypes that corresponded to the trends observed for sewage. Our methodology represents a promising approach to identifying new bacterial taxa for MST applications and further highlights the potential of the family Lachnospiraceae to provide human-specific markers. In addition to source tracking applications, the patterns of the fine-scale population structure within fecal taxa suggest a fundamental relationship between bacteria and their hosts.
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Becker AAMJ, Janssens GPJ, Snauwaert C, Hesta M, Huys G. Integrated community profiling indicates long-term temporal stability of the predominant faecal microbiota in captive cheetahs. PLoS One 2015; 10:e0123933. [PMID: 25905625 PMCID: PMC4408007 DOI: 10.1371/journal.pone.0123933] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Accepted: 03/09/2015] [Indexed: 12/14/2022] Open
Abstract
Understanding the symbiotic relationship between gut microbes and their animal host requires characterization of the core microbiota across populations and in time. Especially in captive populations of endangered wildlife species such as the cheetah (Acinonyx jubatus), this knowledge is a key element to enhance feeding strategies and reduce gastrointestinal disorders. In order to investigate the temporal stability of the intestinal microbiota in cheetahs under human care, we conducted a longitudinal study over a 3-year period with bimonthly faecal sampling of 5 cheetahs housed in two European zoos. For this purpose, an integrated 16S rRNA DGGE-clone library approach was used in combination with a series of real-time PCR assays. Our findings disclosed a stable faecal microbiota, beyond intestinal community variations that were detected between zoo sample sets or between animals. The core of this microbiota was dominated by members of Clostridium clusters I, XI and XIVa, with mean concentrations ranging from 7.5-9.2 log10 CFU/g faeces and with significant positive correlations between these clusters (P<0.05), and by Lactobacillaceae. Moving window analysis of DGGE profiles revealed 23.3-25.6% change between consecutive samples for four of the cheetahs. The fifth animal in the study suffered from intermediate episodes of vomiting and diarrhea during the monitoring period and exhibited remarkably more change (39.4%). This observation may reflect the temporary impact of perturbations such as the animal’s compromised health, antibiotic administration or a combination thereof, which temporarily altered the relative proportions of Clostridium clusters I and XIVa. In conclusion, this first long-term monitoring study of the faecal microbiota in feline strict carnivores not only reveals a remarkable compositional stability of this ecosystem, but also shows a qualitative and quantitative similarity in a defined set of faecal bacterial lineages across the five animals under study that may typify the core phylogenetic microbiome of cheetahs.
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Affiliation(s)
- Anne A. M. J. Becker
- Laboratory of Microbiology, Department of Biochemistry and Microbiology, Faculty of Sciences, Ghent University, Ghent, Belgium
- Laboratory of Animal Nutrition, Department of Nutrition, Genetics and Ethology, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium
- * E-mail:
| | - Geert P. J. Janssens
- Laboratory of Animal Nutrition, Department of Nutrition, Genetics and Ethology, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium
| | - Cindy Snauwaert
- BCCM/LMG Bacteria Collection, Department of Biochemistry and Microbiology, Faculty of Sciences, Ghent University, Ghent, Belgium
| | - Myriam Hesta
- Laboratory of Animal Nutrition, Department of Nutrition, Genetics and Ethology, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium
| | - Geert Huys
- Laboratory of Microbiology, Department of Biochemistry and Microbiology, Faculty of Sciences, Ghent University, Ghent, Belgium
- BCCM/LMG Bacteria Collection, Department of Biochemistry and Microbiology, Faculty of Sciences, Ghent University, Ghent, Belgium
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