51
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Callens M, De Meester L, Muylaert K, Mukherjee S, Decaestecker E. The bacterioplankton community composition and a host genotype dependent occurrence of taxa shape the Daphnia magna gut bacterial community. FEMS Microbiol Ecol 2021; 96:5861314. [PMID: 32573725 PMCID: PMC7360484 DOI: 10.1093/femsec/fiaa128] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 06/22/2020] [Indexed: 12/21/2022] Open
Abstract
The assembly of host-associated bacterial communities is influenced by a multitude of biotic and abiotic factors. It is essential to gain insight in the impact and relative strength of these factors if we want to be able to predict the effects of environmental change on the assembly of host-associated bacterial communities, or deliberately modify them. The environmental pool of bacteria, from which the host is colonized, and the genetic background of the host are both considered to be important in determining the composition of host-associated bacterial communities. We experimentally assessed the relative importance of these two factors and their interaction on the composition of Daphnia magna gut bacterial communities. Bacterioplankton originating from natural ponds or a laboratory culture were used to inoculate germ-free Daphnia of different genotypes. We found that the composition of the environmental bacterial community has a major influence on the Daphnia gut bacterial community, both reflected by the presence or absence of specific taxa as well as by a correlation between abundances in the environment and on the host. Our data also indicate a consistent effect of host genotype on the occurrence of specific bacterial taxa in the gut of Daphnia over different environments.
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Affiliation(s)
- Martijn Callens
- Laboratory of Aquatic Biology, Department of Biology, University of Leuven - Campus KULAK, E. Sabbelaan 53, B-8500 Kortrijk, Belgium.,CEFE, Univ Montpellier, CNRS, EPHE, IRD, Univ Paul Valéry Montpellier 3, Montpellier, France
| | - Luc De Meester
- Laboratory of Aquatic Ecology, Evolution and Conservation, University of Leuven, Charles Deberiotstraat 32, 3000 Leuven, Belgium.,Institute of Biology, Freie Universität Berlin, Köning-Luise-Strasse 1-3, 14195 Berlin, Germany.,Leibniz Institut für Gewasserökologie und Binnenfischerei (IGB), Müggelseedamm 310, 12587 Berlin, Germany
| | - Koenraad Muylaert
- Laboratory of Aquatic Biology, Department of Biology, University of Leuven - Campus KULAK, E. Sabbelaan 53, B-8500 Kortrijk, Belgium
| | - Shinjini Mukherjee
- Laboratory of Aquatic Ecology, Evolution and Conservation, University of Leuven, Charles Deberiotstraat 32, 3000 Leuven, Belgium
| | - Ellen Decaestecker
- Laboratory of Aquatic Biology, Department of Biology, University of Leuven - Campus KULAK, E. Sabbelaan 53, B-8500 Kortrijk, Belgium
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52
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Marullo AL, Leacy JK, O'Halloran KD, Day TA. Ascending the gut-brain axis: does the microbiome affect acclimatization to high altitude? Exp Physiol 2021; 106:583-584. [PMID: 33507575 DOI: 10.1113/ep089406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 01/26/2021] [Indexed: 11/08/2022]
Affiliation(s)
- Anthony L Marullo
- Department of Biology, Faculty of Science and Technology, Mount Royal University, Calgary, Alberta, Canada
| | - Jack K Leacy
- Department of Physiology, School of Medicine, College of Medicine and Health, University College Cork, Cork, Ireland
| | - Ken D O'Halloran
- Department of Physiology, School of Medicine, College of Medicine and Health, University College Cork, Cork, Ireland
| | - Trevor A Day
- Department of Biology, Faculty of Science and Technology, Mount Royal University, Calgary, Alberta, Canada
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53
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Badal VD, Vaccariello ED, Murray ER, Yu KE, Knight R, Jeste DV, Nguyen TT. The Gut Microbiome, Aging, and Longevity: A Systematic Review. Nutrients 2020; 12:E3759. [PMID: 33297486 PMCID: PMC7762384 DOI: 10.3390/nu12123759] [Citation(s) in RCA: 212] [Impact Index Per Article: 53.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 12/03/2020] [Accepted: 12/03/2020] [Indexed: 12/12/2022] Open
Abstract
Aging is determined by complex interactions among genetic and environmental factors. Increasing evidence suggests that the gut microbiome lies at the core of many age-associated changes, including immune system dysregulation and susceptibility to diseases. The gut microbiota undergoes extensive changes across the lifespan, and age-related processes may influence the gut microbiota and its related metabolic alterations. The aim of this systematic review was to summarize the current literature on aging-associated alterations in diversity, composition, and functional features of the gut microbiota. We identified 27 empirical human studies of normal and successful aging suitable for inclusion. Alpha diversity of microbial taxa, functional pathways, and metabolites was higher in older adults, particularly among the oldest-old adults, compared to younger individuals. Beta diversity distances significantly differed across various developmental stages and were different even between oldest-old and younger-old adults. Differences in taxonomic composition and functional potential varied across studies, but Akkermansia was most consistently reported to be relatively more abundant with aging, whereas Faecalibacterium, Bacteroidaceae, and Lachnospiraceae were relatively reduced. Older adults have reduced pathways related to carbohydrate metabolism and amino acid synthesis; however, oldest-old adults exhibited functional differences that distinguished their microbiota from that of young-old adults, such as greater potential for short-chain fatty acid production and increased butyrate derivatives. Although a definitive interpretation is limited by the cross-sectional design of published reports, we integrated findings of microbial composition and downstream functional pathways and metabolites, offering possible explanations regarding age-related processes.
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Affiliation(s)
- Varsha D. Badal
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093, USA; (V.D.B.); (E.D.V.); (E.R.M.); (K.E.Y.); (D.V.J.)
- Sam and Rose Stein Institute for Research on Aging, University of California San Diego, La Jolla, CA 92093, USA
| | - Eleonora D. Vaccariello
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093, USA; (V.D.B.); (E.D.V.); (E.R.M.); (K.E.Y.); (D.V.J.)
| | - Emily R. Murray
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093, USA; (V.D.B.); (E.D.V.); (E.R.M.); (K.E.Y.); (D.V.J.)
| | - Kasey E. Yu
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093, USA; (V.D.B.); (E.D.V.); (E.R.M.); (K.E.Y.); (D.V.J.)
| | - Rob Knight
- Department of Pediatrics, University of California San Diego, La Jolla, CA 92093, USA;
- Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA 92093, USA
- Department of Bioengineering, University of California San Diego, La Jolla, CA 92093, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA 92093, USA
| | - Dilip V. Jeste
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093, USA; (V.D.B.); (E.D.V.); (E.R.M.); (K.E.Y.); (D.V.J.)
- Sam and Rose Stein Institute for Research on Aging, University of California San Diego, La Jolla, CA 92093, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA 92093, USA
- Department of Neurosciences, University of California San Diego, La Jolla, CA, 92093, USA
| | - Tanya T. Nguyen
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093, USA; (V.D.B.); (E.D.V.); (E.R.M.); (K.E.Y.); (D.V.J.)
- Sam and Rose Stein Institute for Research on Aging, University of California San Diego, La Jolla, CA 92093, USA
- VA San Diego Healthcare System, La Jolla, CA 92161, USA
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54
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Abstract
As human populations spread across the world, they adapted genetically to local conditions. So too did the resident microorganism communities that everyone carries with them. However, the collective influence of the diverse and dynamic community of resident microbes on host evolution is poorly understood. The taxonomic composition of the microbiota varies among individuals and displays a range of sometimes redundant functions that modify the physicochemical environment of the host and may alter selection pressures. Here we review known human traits and genes for which the microbiota may have contributed or responded to changes in host diet, climate, or pathogen exposure. Integrating host–microbiota interactions in human adaptation could offer new approaches to improve our understanding of human health and evolution.
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Affiliation(s)
- Taichi A. Suzuki
- Department of Microbiome Science, Max Planck Institute for Developmental Biology, Tübingen, Germany
| | - Ruth E. Ley
- Department of Microbiome Science, Max Planck Institute for Developmental Biology, Tübingen, Germany
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55
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Exploration of the effects of altitude change on bacteria and fungi in the rumen of yak (Bos grunniens). Arch Microbiol 2020; 203:835-846. [PMID: 33070234 DOI: 10.1007/s00203-020-02072-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 09/18/2020] [Accepted: 10/01/2020] [Indexed: 12/14/2022]
Abstract
The yak (Bos grunniens) is a ruminant animal with strong regional adaptability. However, little is known about the adaptation of the rumen microbial community of yaks at different altitudes and the adaptation mechanism of the host and intestinal microorganisms to the habitat. We investigated the adaptability of the rumen microorganisms of yaks at high and low altitudes. We also compared and analyzed the abundance and diversity of core microorganisms and those that varied between different animals. The aim was to compare the rumen bacterial and fungal communities of grazing yak living at two elevations. Bacteroidetes, Firmicutes, Ascomycota, and Chytridiomycota were the dominant bacteria in the plateau and low-altitude regions. Significant differences between the dominant microorganisms in the rumen of yaks were evident in the two regions. The proportion of fiber-degrading bacteria was significantly different between yaks dwelling at high-altitude and low-altitude regions. The abundance of starch-degrading bacteria was not significantly different with altitude. Species clustering similarity analysis showed that the rumen microorganisms in the two areas were obviously isolated and clustered into branches. Functional prediction showed significant differences in rumen microbial methane metabolism, starch and sucrose metabolism, ion-coupled transporter and bacterial secretion system at different altitudes. Overall, the results of this study improved our understanding of the abundance and composition of microorganisms in the rumen of yak at different altitudes.
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56
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Tang S, Xin Y, Ma Y, Xu X, Zhao S, Cao J. Screening of Microbes Associated With Swine Growth and Fat Deposition Traits Across the Intestinal Tract. Front Microbiol 2020; 11:586776. [PMID: 33178171 PMCID: PMC7596661 DOI: 10.3389/fmicb.2020.586776] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 09/15/2020] [Indexed: 12/12/2022] Open
Abstract
Pigs, as one of the most common livestock species worldwide, are expected to have a fast growth rate and lower subcutaneous fatness but higher intramuscular fat ("marbling meat"). Nowadays, it is believed that not only host genetics but also its gut microbiomes can modulate farm animal phenotypes, however, many of the mechanisms remain elusive. We measured the body weight (BW), average daily gain (ADG), backfat thickness (BFT), and intramuscular fatness (IMF) of 91 Enshi pigs at 260 days of age, then genotyped each one individually using a 50K single nucleotide polymorphism array and performed 16S ribosomal RNA gene sequencing on 455 microbial samples from the jejunum, ileum, cecum, colon, and rectum. The microbial diversity showed notable spatial variation across the entire intestinal tract, with the cecum and colon having the highest α-diversity. The cecal and colonic microbiotas made greater contributions to BW and ADG and accounted for 22-37% of the phenotypic variance. The jejunal and cecal microbiotas contributed more (13-31%) to the BFT and IMF than the other segments. Finally, from cecum, colon, and jejunum, we identified eight microbial taxa that were significantly correlated with the target traits. The genera Alloprevotella and Ruminococcaceae UCG-005 were highly positively correlated with BW and ADG. The genera Prevotellaceae UCG-001 and Alistipes in the cecum and Clostridium sensu stricto 1 in the jejunum were highly positively correlated with BFT and IMF. The genera Stenotrophomonas, Sphaerochaeta, and Desulfovibrio were negatively associated with the mentioned traits. These findings could aid in developing strategies for manipulating the gut microbiota to alter production performance in pigs.
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Affiliation(s)
- Shi Tang
- College of Animal Science and Technology, Huazhong Agricultural University, Wuhan, China
- The Cooperative Innovation Center for Sustainable Pig Production – Swine Breeding and Reproduction Innovation Platform, Huazhong Agricultural University, Wuhan, China
| | - Ying Xin
- College of Animal Science and Technology, Huazhong Agricultural University, Wuhan, China
- The Cooperative Innovation Center for Sustainable Pig Production – Swine Breeding and Reproduction Innovation Platform, Huazhong Agricultural University, Wuhan, China
| | - Yunlong Ma
- College of Animal Science and Technology, Huazhong Agricultural University, Wuhan, China
- The Cooperative Innovation Center for Sustainable Pig Production – Swine Breeding and Reproduction Innovation Platform, Huazhong Agricultural University, Wuhan, China
| | - Xuewen Xu
- College of Animal Science and Technology, Huazhong Agricultural University, Wuhan, China
- The Cooperative Innovation Center for Sustainable Pig Production – Swine Breeding and Reproduction Innovation Platform, Huazhong Agricultural University, Wuhan, China
| | - Shuhong Zhao
- College of Animal Science and Technology, Huazhong Agricultural University, Wuhan, China
- The Cooperative Innovation Center for Sustainable Pig Production – Swine Breeding and Reproduction Innovation Platform, Huazhong Agricultural University, Wuhan, China
| | - Jianhua Cao
- College of Animal Science and Technology, Huazhong Agricultural University, Wuhan, China
- The Cooperative Innovation Center for Sustainable Pig Production – Swine Breeding and Reproduction Innovation Platform, Huazhong Agricultural University, Wuhan, China
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57
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Wu D, Vinitchaikul P, Deng M, Zhang G, Sun L, Gou X, Mao H, Yang S. Host and altitude factors affect rumen bacteria in cattle. Braz J Microbiol 2020; 51:1573-1583. [PMID: 32949385 DOI: 10.1007/s42770-020-00380-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Accepted: 09/09/2020] [Indexed: 01/15/2023] Open
Abstract
There are many kinds of microorganisms in the gastrointestinal tract of mammals, some of which are closely related to the host. Rumen microorganisms are essential for normal physiological activities of their host by decomposing plant crude lignin and providing essential nutrients. The composition and diversity of this microbial population are influenced by the host, environment, and diet. Despite its importance, little is known about the effects of factors such as altitude variation on rumen microbial population abundance and diversity in different ruminants. Here, we described the changes in overall rumen bacteria in four groups of cattle, including the Zhongdian yellow cattle and Zhongdian yaks, grazing at high altitudes (3600 m); the Jiangcheng yellow cattle and Jiangcheng buffalo were kept at an altitude of 1100 m. We found that there was a significant difference in rumen bacterial abundance of the Zhongdian yellow cattle and Zhongdian yaks at high altitude and there was obvious homogeneity in rumen bacterial abundance and diversity in the Jiangcheng yellow cattle and Jiangcheng buffalo at low altitude. Therefore, our research concluded that under the same dietary environment, there were differences in the abundance and diversity of certain bacteria in the rumen of different breeds of cattle, indicating that host genetic factors and intestinal microorganisms related to altitudinal variation had a greater influence on rumen bacterial abundance in the cattle.
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Affiliation(s)
- Dongwang Wu
- Key Laboratory of Animal Nutrition and Feed Science of Yunnan Province, Yunnan Agricultural University, Kunming, 650201, People's Republic of China
| | | | - Mingyue Deng
- Key Laboratory of Animal Nutrition and Feed Science of Yunnan Province, Yunnan Agricultural University, Kunming, 650201, People's Republic of China
| | - Guangrong Zhang
- Key Laboratory of Animal Nutrition and Feed Science of Yunnan Province, Yunnan Agricultural University, Kunming, 650201, People's Republic of China
| | - Liyuan Sun
- Key Laboratory of Animal Nutrition and Feed Science of Yunnan Province, Yunnan Agricultural University, Kunming, 650201, People's Republic of China
| | - Xiao Gou
- Key Laboratory of Animal Nutrition and Feed Science of Yunnan Province, Yunnan Agricultural University, Kunming, 650201, People's Republic of China
| | - Huaming Mao
- Key Laboratory of Animal Nutrition and Feed Science of Yunnan Province, Yunnan Agricultural University, Kunming, 650201, People's Republic of China
| | - Shuli Yang
- Key Laboratory of Animal Nutrition and Feed Science of Yunnan Province, Yunnan Agricultural University, Kunming, 650201, People's Republic of China.
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58
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Nyholm L, Koziol A, Marcos S, Botnen AB, Aizpurua O, Gopalakrishnan S, Limborg MT, Gilbert MTP, Alberdi A. Holo-Omics: Integrated Host-Microbiota Multi-omics for Basic and Applied Biological Research. iScience 2020; 23:101414. [PMID: 32777774 PMCID: PMC7416341 DOI: 10.1016/j.isci.2020.101414] [Citation(s) in RCA: 64] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 06/18/2020] [Accepted: 07/23/2020] [Indexed: 12/11/2022] Open
Abstract
From ontogenesis to homeostasis, the phenotypes of complex organisms are shaped by the bidirectional interactions between the host organisms and their associated microbiota. Current technology can reveal many such interactions by combining multi-omic data from both hosts and microbes. However, exploring the full extent of these interactions requires careful consideration of study design for the efficient generation and optimal integration of data derived from (meta)genomics, (meta)transcriptomics, (meta)proteomics, and (meta)metabolomics. In this perspective, we introduce the holo-omic approach that incorporates multi-omic data from both host and microbiota domains to untangle the interplay between the two. We revisit the recent literature on biomolecular host-microbe interactions and discuss the implementation and current limitations of the holo-omic approach. We anticipate that the application of this approach can contribute to opening new research avenues and discoveries in biomedicine, biotechnology, agricultural and aquacultural sciences, nature conservation, as well as basic ecological and evolutionary research.
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Affiliation(s)
- Lasse Nyholm
- Center for Evolutionary Hologenomics, GLOBE Institute, University of Copenhagen, Copenhagen 1353, Denmark.
| | - Adam Koziol
- Center for Evolutionary Hologenomics, GLOBE Institute, University of Copenhagen, Copenhagen 1353, Denmark
| | - Sofia Marcos
- Department of Genetics, Physical Anthropology and Animal Physiology, University of the Basque Country (UPV/EHU), Leioa 48940, Spain
| | - Amanda Bolt Botnen
- Center for Evolutionary Hologenomics, GLOBE Institute, University of Copenhagen, Copenhagen 1353, Denmark
| | - Ostaizka Aizpurua
- Center for Evolutionary Hologenomics, GLOBE Institute, University of Copenhagen, Copenhagen 1353, Denmark
| | - Shyam Gopalakrishnan
- Center for Evolutionary Hologenomics, GLOBE Institute, University of Copenhagen, Copenhagen 1353, Denmark; Department of Health Technology, Section for Bioinformatics, Technical University of Denmark, Kongens Lyngby 2800, Denmark
| | - Morten T Limborg
- Center for Evolutionary Hologenomics, GLOBE Institute, University of Copenhagen, Copenhagen 1353, Denmark
| | - M Thomas P Gilbert
- Center for Evolutionary Hologenomics, GLOBE Institute, University of Copenhagen, Copenhagen 1353, Denmark; Norwegian University of Science and Technology, University Museum, Trondheim 7491, Norway
| | - Antton Alberdi
- Center for Evolutionary Hologenomics, GLOBE Institute, University of Copenhagen, Copenhagen 1353, Denmark
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59
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Grond K, Bell KC, Demboski JR, Santos M, Sullivan JM, Hird SM. No evidence for phylosymbiosis in western chipmunk species. FEMS Microbiol Ecol 2020; 96:5626339. [PMID: 31730167 DOI: 10.1093/femsec/fiz182] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Accepted: 11/13/2019] [Indexed: 12/20/2022] Open
Abstract
Phylosymbiosis refers to a congruent pattern between the similarity of microbiomes of different species and the branching pattern of the host phylogeny. Phylosymbiosis has been detected in a variety of vertebrate and invertebrate hosts, but has only been assessed in geographically isolated populations. We tested for phylosymbiosis in eight (sub)species of western chipmunks with overlapping ranges and ecological niches; we used a nuclear (Acrosin) and a mitochondrial (CYTB) phylogenetic marker because there are many instances of mitochondrial introgression in chipmunks. We predicted that similarity among microbiomes increases with: (1) increasing host mitochondrial relatedness, (2) increasing host nuclear genome relatedness and (3) decreasing geographic distance among hosts. We did not find statistical evidence supporting phylosymbiosis in western chipmunks. Furthermore, in contrast to studies of other mammalian microbiomes, similarity of chipmunk microbiomes is not predominantly determined by host species. Sampling site explained most variation in microbiome composition, indicating an important role of local environment in shaping microbiomes. Fecal microbiomes of chipmunks were dominated by Bacteroidetes (72.2%), followed by Firmicutes (24.5%), which is one of the highest abundances of Bacteroidetes detected in wild mammals. Future work will need to elucidate the effects of habitat, ecology and host genomics on chipmunk microbiomes.
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Affiliation(s)
- Kirsten Grond
- Department of Molecular & Cell Biology, University of Connecticut, 91 N Eagleville Rd, Storrs, CT, 06269, USA
| | - Kayce C Bell
- Department of Invertebrate Zoology, National Museum of Natural History, Smithsonian Institution, 10th and Constitution Ave, NW, Washington, DC, 20560, USA
| | - John R Demboski
- Zoology Department, Denver Museum of Nature & Science, 2001 Colorado Blvd, Denver, CO, 80205, USA
| | - Malia Santos
- Department of Biological Sciences, University of Idaho, Life Sciences South 252, Moscow, ID, 83844, USA
| | - Jack M Sullivan
- Department of Biological Sciences, University of Idaho, Life Sciences South 252, Moscow, ID, 83844, USA
| | - Sarah M Hird
- Department of Molecular & Cell Biology, University of Connecticut, 91 N Eagleville Rd, Storrs, CT, 06269, USA.,Institute of Systems Genomics, University of Connecticut, 67 N Eagleville Rd, Storrs, CT, 06269, USA
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60
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Duan XZ, Sun JT, Wang LT, Shu XH, Guo Y, Keiichiro M, Zhu YX, Bing XL, Hoffmann AA, Hong XY. Recent infection by Wolbachia alters microbial communities in wild Laodelphax striatellus populations. MICROBIOME 2020; 8:104. [PMID: 32616041 PMCID: PMC7333401 DOI: 10.1186/s40168-020-00878-x] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Accepted: 06/01/2020] [Indexed: 05/12/2023]
Abstract
BACKGROUND Host-associated microbial communities play an important role in the fitness of insect hosts. However, the factors shaping microbial communities in wild populations, including genetic background, ecological factors, and interactions among microbial species, remain largely unknown. RESULTS Here, we surveyed microbial communities of the small brown planthopper (SBPH, Laodelphax striatellus) across 17 geographical populations in China and Japan by using 16S rRNA amplicon sequencing. Using structural equation models (SEM) and Mantel analyses, we show that variation in microbial community structure is likely associated with longitude, annual mean precipitation (Bio12), and mitochondrial DNA variation. However, a Wolbachia infection, which is spreading to northern populations of SBPH, seems to have a relatively greater role than abiotic factors in shaping microbial community structure, leading to sharp decreases in bacterial taxon diversity and abundance in host-associated microbial communities. Comparative RNA-Seq analyses between Wolbachia-infected and -uninfected strains indicate that the Wolbachia do not seem to alter the immune reaction of SBPH, although Wolbachia affected expression of metabolism genes. CONCLUSION Together, our results identify potential factors and interactions among different microbial species in the microbial communities of SBPH, which can have effects on insect physiology, ecology, and evolution. Video Abstract.
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Affiliation(s)
- Xing-Zhi Duan
- Department of Entomology, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
| | - Jing-Tao Sun
- Department of Entomology, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
| | - Lin-Ting Wang
- Department of Entomology, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
| | - Xiao-Han Shu
- Department of Entomology, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
| | - Yan Guo
- Department of Entomology, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
| | - Matsukura Keiichiro
- NARO Kyushu Okinawa Agricultural Research Center, 2421 Suya, Koshi, Kumamoto, 861-1192, Japan
| | - Yu-Xi Zhu
- Department of Entomology, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
| | - Xiao-Li Bing
- Department of Entomology, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
| | - Ary A Hoffmann
- School of BioSciences, Bio21 Institute, The University of Melbourne, Melbourne, Victoria, 3010, Australia
| | - Xiao-Yue Hong
- Department of Entomology, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China.
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61
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Suzuki TA, Martins FM, Phifer-Rixey M, Nachman MW. The gut microbiota and Bergmann's rule in wild house mice. Mol Ecol 2020; 29:2300-2311. [PMID: 32419280 DOI: 10.1111/mec.15476] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Revised: 05/06/2020] [Accepted: 05/11/2020] [Indexed: 12/16/2022]
Abstract
The extent to which the gut microbiota may play a role in latitudinal clines of body mass variation (i.e., Bergmann's rule) remains largely unexplored. Here, we collected wild house mice from three latitudinal transects across North and South America and investigated the relationship between variation in the gut microbiota and host body mass by combining field observations and common garden experiments. First, we found that mice in the Americas follow Bergmann's rule, with increasing body mass at higher latitudes. Second, we found that overall differences in the gut microbiota were associated with variation in body mass controlling for the effects of latitude. Then, we identified specific microbial measurements that show repeated associations with body mass in both wild-caught and laboratory-reared mice. Finally, we found that mice from colder environments tend to produce greater amounts of bacteria-driven energy sources (i.e., short-chain fatty acids) without an increase in food consumption. Our findings provide motivation for future faecal transplant experiments directly testing the intriguing possibility that the gut microbiota may contribute to Bergmann's rule, a fundamental pattern in ecology.
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Affiliation(s)
- Taichi A Suzuki
- Department of Integrative Biology and Museum of Vertebrate Zoology, University of California Berkeley, Berkeley, CA, USA
| | - Felipe M Martins
- Department of Integrative Biology and Museum of Vertebrate Zoology, University of California Berkeley, Berkeley, CA, USA.,Research School of Biology, The Australian National University, Canberra, ACT, Australia
| | - Megan Phifer-Rixey
- Department of Integrative Biology and Museum of Vertebrate Zoology, University of California Berkeley, Berkeley, CA, USA.,Department of Biology, Monmouth University, West Long Branch, NJ, USA
| | - Michael W Nachman
- Department of Integrative Biology and Museum of Vertebrate Zoology, University of California Berkeley, Berkeley, CA, USA
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62
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Kohl KD. Ecological and evolutionary mechanisms underlying patterns of phylosymbiosis in host-associated microbial communities. Philos Trans R Soc Lond B Biol Sci 2020; 375:20190251. [PMID: 32200746 PMCID: PMC7133527 DOI: 10.1098/rstb.2019.0251] [Citation(s) in RCA: 64] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/07/2019] [Indexed: 02/06/2023] Open
Abstract
Phylosymbiosis, where similarities in host-associated microbial communities recapitulate the phylogeny of their hosts, is a newly recognized yet pervasive pattern in the field of host-microbe interactions. While phylosymbiosis has been documented across many systems, we still have a poor understanding of the mechanisms that underlie this emergent pattern. Host selection of the microbiome is a widely cited mechanism, yet other basic ecological and evolutionary processes (dispersal, drift and diversification) may also be at play. This paper discusses the roles that each of these processes and their interactions may play in yielding phylosymbiotic signals across hosts. Finally, this paper will identify open questions and methods that are required to better understand the relative contributions of these basic processes to phylosymbiosis. Given that phylosymbiosis has been shown to relate to functional components of host fitness, understanding the processes that contribute to these patterns will be important for our understanding of the ecology and evolution of host-microbe interactions. This article is part of the theme issue 'Conceptual challenges in microbial community ecology'.
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Affiliation(s)
- Kevin D. Kohl
- Department of Biological Sciences, University of Pittsburgh, 4249 Fifth Avenue, Pittsburgh, PA 15260, USA
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63
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Bighorn sheep gut microbiomes associate with genetic and spatial structure across a metapopulation. Sci Rep 2020; 10:6582. [PMID: 32313214 PMCID: PMC7171152 DOI: 10.1038/s41598-020-63401-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Accepted: 03/28/2020] [Indexed: 12/11/2022] Open
Abstract
Studies in laboratory animals demonstrate important relationships between environment, host traits, and microbiome composition. However, host-microbiome relationships in natural systems are understudied. Here, we investigate metapopulation-scale microbiome variation in a wild mammalian host, the desert bighorn sheep (Ovis canadensis nelsoni). We sought to identify over-represented microbial clades and understand how landscape variables and host traits influence microbiome composition across the host metapopulation. To address these questions, we performed 16S sequencing on fecal DNA samples from thirty-nine bighorn sheep across seven loosely connected populations in the Mojave Desert and assessed relationships between microbiome composition, environmental variation, geographic distribution, and microsatellite-derived host population structure and heterozygosity. We first used a phylogenetically-informed algorithm to identify bacterial clades conserved across the metapopulation. Members of genus Ruminococcaceae, genus Lachnospiraceae, and family Christensenellaceae R7 group were among the clades over-represented across the metapopulation, consistent with their known roles as rumen symbionts in domestic livestock. Additionally, compositional variation among hosts correlated with individual-level geographic and genetic structure, and with population-level differences in genetic heterozygosity. This study identifies microbiome community variation across a mammalian metapopulation, potentially associated with genetic and geographic population structure. Our results imply that microbiome composition may diverge in accordance with landscape-scale environmental and host population characteristics.
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64
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Lin JD, Devlin JC, Yeung F, McCauley C, Leung JM, Chen YH, Cronkite A, Hansen C, Drake-Dunn C, Ruggles KV, Cadwell K, Graham AL, Loke P. Rewilding Nod2 and Atg16l1 Mutant Mice Uncovers Genetic and Environmental Contributions to Microbial Responses and Immune Cell Composition. Cell Host Microbe 2020; 27:830-840.e4. [PMID: 32209431 DOI: 10.1016/j.chom.2020.03.001] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Revised: 12/10/2019] [Accepted: 02/28/2020] [Indexed: 02/07/2023]
Abstract
The relative contributions of genetic and environmental factors to variation in immune responses are poorly understood. Here, we performed a phenotypic analysis of immunological parameters in laboratory mice carrying susceptibility genes implicated in inflammatory bowel disease (IBD) (Nod2 and Atg16l1) upon exposure to environmental microbes. Mice were released into an outdoor enclosure (rewilded) and then profiled for immune responses in the blood and lymph nodes. Variations of immune cell populations were largely driven by the environment, whereas cytokine production elicited by microbial antigens was more affected by the genetic mutations. We identified transcriptional signatures in the lymph nodes associated with differences in T cell populations. Subnetworks associated with responses against Clostridium perfringens, Candida albicans, and Bacteroides vulgatus were also coupled with rewilding. Therefore, exposing laboratory mice with genetic mutations to a natural environment uncovers different contributions to variations in microbial responses and immune cell composition.
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Affiliation(s)
- Jian-Da Lin
- Department of Microbiology, NYU Grossman School of Medicine, New York University School of Medicine, New York, NY 10016, USA; Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Joseph C Devlin
- Department of Microbiology, NYU Grossman School of Medicine, New York University School of Medicine, New York, NY 10016, USA; Sackler Institute of Graduate Biomedical Sciences, NYU Grossman School of Medicine, New York University, New York, NY 10016, USA; Institute of Systems Genetics, NYU Grossman School of Medicine, New York University School of Medicine, New York, NY 10016, USA
| | - Frank Yeung
- Sackler Institute of Graduate Biomedical Sciences, NYU Grossman School of Medicine, New York University, New York, NY 10016, USA; Kimmel Center for Biology and Medicine at the Skirball Institute, NYU Grossman School of Medicine, New York University School of Medicine, New York, NY 10016, USA
| | - Caroline McCauley
- Department of Microbiology, NYU Grossman School of Medicine, New York University School of Medicine, New York, NY 10016, USA
| | - Jacqueline M Leung
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA
| | - Ying-Han Chen
- Kimmel Center for Biology and Medicine at the Skirball Institute, NYU Grossman School of Medicine, New York University School of Medicine, New York, NY 10016, USA
| | - Alex Cronkite
- Department of Microbiology, NYU Grossman School of Medicine, New York University School of Medicine, New York, NY 10016, USA; Kimmel Center for Biology and Medicine at the Skirball Institute, NYU Grossman School of Medicine, New York University School of Medicine, New York, NY 10016, USA
| | - Christina Hansen
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA
| | - Charlotte Drake-Dunn
- Kimmel Center for Biology and Medicine at the Skirball Institute, NYU Grossman School of Medicine, New York University School of Medicine, New York, NY 10016, USA
| | - Kelly V Ruggles
- Division of Translational Medicine, Department of Medicine, NYU Grossman School of Medicine, New York University School of Medicine, New York, NY 10016, USA; Institute of Systems Genetics, NYU Grossman School of Medicine, New York University School of Medicine, New York, NY 10016, USA
| | - Ken Cadwell
- Department of Microbiology, NYU Grossman School of Medicine, New York University School of Medicine, New York, NY 10016, USA; Kimmel Center for Biology and Medicine at the Skirball Institute, NYU Grossman School of Medicine, New York University School of Medicine, New York, NY 10016, USA; Division of Gastroenterology and Hepatology, Department of Medicine, New York University Langone Health, New York, NY 10016, USA.
| | - Andrea L Graham
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA.
| | - P'ng Loke
- Department of Microbiology, NYU Grossman School of Medicine, New York University School of Medicine, New York, NY 10016, USA; Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.
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65
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Zeng B, Zhang S, Xu H, Kong F, Yu X, Wang P, Yang M, Li D, Zhang M, Ni Q, Li Y, Fan X, Yang D, Ning R, Zhao J, Li Y. Gut microbiota of Tibetans and Tibetan pigs varies between high and low altitude environments. Microbiol Res 2020; 235:126447. [PMID: 32114362 DOI: 10.1016/j.micres.2020.126447] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 01/13/2020] [Accepted: 02/22/2020] [Indexed: 12/17/2022]
Abstract
This study set out to investigate the relationship between gut microbiota composition and host adaptation to high altitude conditions. Fecal samples from both high and low altitude humans and pigs were studied using multi-omics methods. 16S ribosomal meta-analysis results showed significant differences in bacterial diversity and composition between high and low altitude members of the same species, as well as between different species. Acinetobacter, Pseudomonas, and Sphingobacterium were the three most abundant bacterial genera found in high altitude fecal samples of both humans and pigs. The alpha diversities of microbiota from Chinese people were found to be relatively lower than those of people in other countries. We found significant convergent trends in microbial metagenome compositions between Tibetans and Tibetan pigs living at high altitudes, and significant differences between these and their low-altitude counterparts. Metabolic pathways related to energy metabolism, amino-acid metabolism, and carbohydrate metabolism were consistently enriched at high altitudes, in both Tibetans and Tibetan pigs. Propanoic acid and octadecanoic acid were significantly elevated in high-altitude Tibetan pigs, and genes related to these two metabolites were also up-regulated. Thus, this study revealed that unique gut bacteriomes and their functions may be closely related to environmental host adaptation in high altitude conditions, such as those in the Tibetan plateau.
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Affiliation(s)
- Bo Zeng
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China.
| | - Siyuan Zhang
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Huailiang Xu
- College of Life Science, Sichuan Agricultural University, Ya'an, China
| | - Fanli Kong
- College of Life Science, Sichuan Agricultural University, Ya'an, China
| | - Xianqiong Yu
- Animal Husbandry and Technology Bureau of Daocheng County, Daocheng, Ganzi Tibetan Autonomous Prefecture, China
| | - Ping Wang
- Sichuan Academy of Grassland Science, Chengdu, Sichuan, China
| | - Mingyao Yang
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Diyan Li
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Mingwang Zhang
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Qingyong Ni
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Yan Li
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Xiaolan Fan
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Deying Yang
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Ruihong Ning
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China
| | - Jiangchao Zhao
- Department of Animal Science, Division of Agriculture, University of Arkansas, Fayetteville, AR, USA
| | - Ying Li
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, Sichuan Agricultural University, Chengdu, China.
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66
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Strengthening the functional research on the interaction between host genes and microbiota. SCIENCE CHINA-LIFE SCIENCES 2020; 63:929-932. [DOI: 10.1007/s11427-020-1650-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Accepted: 02/05/2020] [Indexed: 12/11/2022]
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67
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Montoya-Ciriaco N, Gómez-Acata S, Muñoz-Arenas LC, Dendooven L, Estrada-Torres A, Díaz de la Vega-Pérez AH, Navarro-Noya YE. Dietary effects on gut microbiota of the mesquite lizard Sceloporus grammicus (Wiegmann, 1828) across different altitudes. MICROBIOME 2020; 8:6. [PMID: 31980039 PMCID: PMC6982387 DOI: 10.1186/s40168-020-0783-6] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 01/01/2020] [Indexed: 05/03/2023]
Abstract
BACKGROUND High-altitude ecosystems are extreme environments that generate specific physiological, morphological, and behavioral adaptations in ectotherms. The shifts in gut microbiota of the ectothermic hosts as an adaptation to environmental changes are still largely unknown. We investigated the food ingested and the bacterial, fungal, and protistan communities in feces of the lizard Sceloporus grammicus inhabiting an altitudinal range using metabarcoding approaches. RESULTS The bacterial phyla Bacteroidetes and Firmicutes, and the genera Bacteroides and Parabacteroides dominated the core fecal bacteriome, while Zygomycota and Ascomycota, and the species Basidiobolus ranarum and Basidiobolus magnus dominated the core fecal mycobiome. The diet of S. grammicus included 29 invertebrate families belonging to Arachnida, Chilopoda, and Insecta. The diversity and abundance of its diet decreased sharply at high altitudes, while the abundance of plant material and Agaricomycetes was significantly higher at the highest site. The composition of the fecal microbiota of S. grammicus was different at the three altitudes, but not between females and males. Dietary restriction in S. grammicus at 4150 m might explain the high fecal abundance of Akkermansia and Oscillopira, bacteria characteristic of long fasting periods, while low temperature favored B. magnus. A high proportion of bacterial functions were digestive in S. grammicus at 2600 and 3100, while metabolism of aminoacids, vitamins, and key intermediates of metabolic pathways were higher at 4150 m. Different assemblages of fungal species in the lizard reflect differences in the environments at different elevations. Pathogens were more prevalent at high elevations than at the low ones. CONCLUSIONS Limiting food resources at high elevations might oblige S. grammicus to exploit other food resources and its intestinal microbiota have degradative and detoxifying capacities. Sceloporus grammicus might have acquired B. ranarum from the insects infected by the fungus, but its commensal relationship might be established by the quitinolytic capacities of B. ranarum. The mycobiome participate mainly in digestive and degradative functions while the bacteriome in digestive and metabolic functions.
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Affiliation(s)
- Nina Montoya-Ciriaco
- Doctorado en Ciencias Biológicas, Centro Tlaxcala de Biología de la Conducta, Universidad Autónoma de Tlaxcala, Tlaxcala, México
| | | | - Ligia Catalina Muñoz-Arenas
- Doctorado en Ciencias Biológicas, Centro Tlaxcala de Biología de la Conducta, Universidad Autónoma de Tlaxcala, Tlaxcala, México
| | - Luc Dendooven
- Laboratory of Soil Ecology, Cinvestav, Mexico City, Mexico
| | - Arturo Estrada-Torres
- Centro Tlaxcala de Biología de la Conducta, Universidad Autónoma de Tlaxcala, Tlaxcala, México
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68
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Walters AW, Hughes RC, Call TB, Walker CJ, Wilcox H, Petersen SC, Rudman SM, Newell PD, Douglas AE, Schmidt PS, Chaston JM. The microbiota influences the Drosophila melanogaster life history strategy. Mol Ecol 2020; 29:639-653. [PMID: 31863671 DOI: 10.1111/mec.15344] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 12/03/2019] [Accepted: 12/16/2019] [Indexed: 12/17/2022]
Abstract
Organisms are locally adapted when members of a population have a fitness advantage in one location relative to conspecifics in other geographies. For example, across latitudinal gradients, some organisms may trade off between traits that maximize fitness components in one, but not both, of somatic maintenance or reproductive output. Latitudinal gradients in life history strategies are traditionally attributed to environmental selection on an animal's genotype, without any consideration of the possible impact of associated microorganisms ("microbiota") on life history traits. Here, we show in Drosophila melanogaster, a key model for studying local adaptation and life history strategy, that excluding the microbiota from definitions of local adaptation is a major shortfall. First, we reveal that an isogenic fly line reared with different bacteria varies the investment in early reproduction versus somatic maintenance. Next, we show that in wild fruit flies, the abundance of these same bacteria was correlated with the latitude and life history strategy of the flies, suggesting geographic specificity of the microbiota composition. Variation in microbiota composition of locally adapted D. melanogaster could be attributed to both the wild environment and host genetic selection. Finally, by eliminating or manipulating the microbiota of fly lines collected across a latitudinal gradient, we reveal that host genotype contributes to latitude-specific life history traits independent of the microbiota and that variation in the microbiota can suppress or reverse the differences between locally adapted fly lines. Together, these findings establish the microbiota composition of a model animal as an essential consideration in local adaptation.
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Affiliation(s)
- Amber W Walters
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT, USA
| | - Rachel C Hughes
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT, USA
| | - Tanner B Call
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT, USA
| | - Carson J Walker
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT, USA
| | - Hailey Wilcox
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT, USA
| | - Samara C Petersen
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT, USA
| | - Seth M Rudman
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Peter D Newell
- Department of Biological Sciences, SUNY Oswego, Oswego, NY, USA
| | - Angela E Douglas
- Department of Entomology and Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
| | - Paul S Schmidt
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - John M Chaston
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT, USA
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69
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Goertz S, de Menezes AB, Birtles RJ, Fenn J, Lowe AE, MacColl ADC, Poulin B, Young S, Bradley JE, Taylor CH. Geographical location influences the composition of the gut microbiota in wild house mice (Mus musculus domesticus) at a fine spatial scale. PLoS One 2019; 14:e0222501. [PMID: 31557179 PMCID: PMC6767902 DOI: 10.1371/journal.pone.0222501] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Accepted: 09/02/2019] [Indexed: 02/07/2023] Open
Abstract
The composition of the mammalian gut microbiota can be influenced by a multitude of environmental variables such as diet and infections. Studies investigating the effect of these variables on gut microbiota composition often sample across multiple separate populations and habitat types. In this study we explore how variation in the gut microbiota of the house mouse (Mus musculus domesticus) on the Isle of May, a small island off the east coast of Scotland, is associated with environmental and biological factors. Our study focuses on the effects of environmental variables, specifically trapping location and surrounding vegetation, as well as the host variables sex, age, body weight and endoparasite infection, on the gut microbiota composition across a fine spatial scale in a freely interbreeding population. We found that differences in gut microbiota composition were significantly associated with the trapping location of the host, even across this small spatial scale. Sex of the host showed a weak association with microbiota composition. Whilst sex and location could be identified as playing an important role in the compositional variation of the gut microbiota, 75% of the variation remains unexplained. Whereas other rodent studies have found associations between gut microbiota composition and age of the host or parasite infections, the present study could not clearly establish these associations. We conclude that fine spatial scales are important when considering gut microbiota composition and investigating differences among individuals.
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Affiliation(s)
- Sarah Goertz
- School of Life Sciences, University of Nottingham, Nottingham, United
Kingdom
| | | | - Richard J. Birtles
- School of Environment and Life Sciences, University of Salford,
Manchester, United Kingdom
| | - Jonathan Fenn
- School of Life Sciences, University of Nottingham, Nottingham, United
Kingdom
| | - Ann E. Lowe
- School of Life Sciences, University of Nottingham, Nottingham, United
Kingdom
| | | | - Benoit Poulin
- School of Life Sciences, University of Nottingham, Nottingham, United
Kingdom
| | - Stuart Young
- IUCN SSC Asian Wild Cattle Specialist Group, c/o Chester Zoo, Chester,
United Kingdom
| | - Janette E. Bradley
- School of Life Sciences, University of Nottingham, Nottingham, United
Kingdom
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70
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Sun G, Zhang H, Wei Q, Zhao C, Yang X, Wu X, Xia T, Liu G, Zhang L, Gao Y, Sha W, Li Y. Comparative Analyses of Fecal Microbiota in European Mouflon ( Ovis orientalis musimon) and Blue Sheep ( Pseudois nayaur) Living at Low or High Altitudes. Front Microbiol 2019; 10:1735. [PMID: 31417526 PMCID: PMC6682669 DOI: 10.3389/fmicb.2019.01735] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2018] [Accepted: 07/15/2019] [Indexed: 12/30/2022] Open
Abstract
The gut microbiota is a complex and essential system organ that plays an integrative role in balancing key vital functions in the host. Knowledge of the impact of altitude on the gut microbiota of European mouflon (Ovis orientalis musimon) and blue sheep (Pseudois nayaur) is currently limited. In this study, we compared the characteristics of gut microbiota in 5 mouflon at low altitude (K group), 4 mouflon at high altitude (L group), 4 blue sheep at low altitude (M group), and 4 blue sheep at high altitude (N group). The V3–V4 region of the 16S rRNA gene was analyzed using high-throughput sequencing. Analyses based on the operational taxonomic units showed significant changes in the gut microbial communities between groups at different altitudes. At the phylum level, groups at the high altitudes had a higher relative abundance of Firmicutes and a lower relative abundance of Bacteroidetes than those at the low altitudes. A higher Firmicutes:Bacteroidetes ratio is beneficial to animals in terms of the gut microbiota-mediated energy harvest. The relative abundance of Proteobacteria was significantly higher in the gut microbiota of mouflon sheep at high altitudes. At the genus level, the Bacteroides:Prevotella ratio was significantly higher in the low-altitude group (than the high-altitude group) of mouflon sheep and the ratio was significantly higher in the high-altitude group (than the low-altitude group) in blue sheep. In addition, the Ruminococcaceae_UCG-005 related to cellulose and starch digestion was the predominant genus in blue sheep and the relative abundance of the genus was significant higher in the high-altitude group than the low-altitude group of blue sheep (P < 0.01). In conclusion, our results suggested that the gut microbiota of high-altitude groups of sheep had stronger abilities related to energy metabolism and the decomposition of substances, e.g., fiber and cellulose, and that such abilities are associated with high-altitude adaptation.
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Affiliation(s)
- Guolei Sun
- College of Life Science, Qufu Normal University, Qufu, China
| | - Honghai Zhang
- College of Life Science, Qufu Normal University, Qufu, China
| | - Qinguo Wei
- College of Life Science, Qufu Normal University, Qufu, China
| | - Chao Zhao
- College of Life Science, Qufu Normal University, Qufu, China
| | - Xiufeng Yang
- College of Life Science, Qufu Normal University, Qufu, China
| | - Xiaoyang Wu
- College of Life Science, Qufu Normal University, Qufu, China
| | - Tian Xia
- College of Life Science, Qufu Normal University, Qufu, China
| | - Guangshuai Liu
- College of Life Science, Qufu Normal University, Qufu, China
| | - Lei Zhang
- College of Life Science, Qufu Normal University, Qufu, China
| | | | - Weilai Sha
- College of Life Science, Qufu Normal University, Qufu, China
| | - Ying Li
- Wild World Jinan, Jinan, China
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71
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Abstract
The communities of bacteria that reside within mammalian guts are deeply integrated with their hosts, but the impact of this gut microbiota on mammalian evolution remains poorly understood. Experimental transplantation of the gut microbiota between mouse species revealed that foreign gut microbiotas lowered the host growth rate and upregulated the expression of an immunomodulating cytokine. In addition, foreign gut microbiotas increased host liver sizes and attenuated sex-specific differences in host muscle and fat content. These results suggest that the house mouse has adapted to its species-specific gut microbiota. The gut microbial communities of mammals have codiversified with host species, and changes in the gut microbiota can have profound effects on host fitness. Therefore, the gut microbiota may drive adaptation in mammalian species, but this possibility is underexplored. Here, we show that the gut microbiota has codiversified with mice in the genus Mus over the past ∼6 million years, and we present experimental evidence that the gut microbiota has driven adaptive evolution of the house mouse, Mus musculusdomesticus. Phylogenetic analyses of metagenome-assembled bacterial genomic sequences revealed that gut bacterial lineages have been retained within and diversified alongside Mus species over evolutionary time. Transplantation of gut microbiotas from various Mus species into germfree M. m. domesticus showed that foreign gut microbiotas slowed growth rate and upregulated macrophage inflammatory protein in hosts. These results suggest adaptation by M. m. domesticus to its gut microbiota since it diverged from other Mus species. IMPORTANCE The communities of bacteria that reside within mammalian guts are deeply integrated with their hosts, but the impact of this gut microbiota on mammalian evolution remains poorly understood. Experimental transplantation of the gut microbiota between mouse species revealed that foreign gut microbiotas lowered the host growth rate and upregulated the expression of an immunomodulating cytokine. In addition, foreign gut microbiotas increased host liver sizes and attenuated sex-specific differences in host muscle and fat content. These results suggest that the house mouse has adapted to its species-specific gut microbiota.
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72
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Suzuki TA, Phifer-Rixey M, Mack KL, Sheehan MJ, Lin D, Bi K, Nachman MW. Host genetic determinants of the gut microbiota of wild mice. Mol Ecol 2019; 28:3197-3207. [PMID: 31141224 DOI: 10.1111/mec.15139] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Revised: 04/26/2019] [Accepted: 05/20/2019] [Indexed: 02/06/2023]
Abstract
Identifying a common set of genes that mediate host-microbial interactions across populations and species of mammals has broad relevance for human health and animal biology. However, the genetic basis of the gut microbial composition in natural populations remains largely unknown outside of humans. Here, we used wild house mouse populations as a model system to ask three major questions: (a) Does host genetic relatedness explain interindividual variation in gut microbial composition? (b) Do population differences in the microbiota persist in a common environment? (c) What are the host genes associated with microbial richness and the relative abundance of bacterial genera? We found that host genetic distance is a strong predictor of the gut microbial composition as characterized by 16S amplicon sequencing. Using a common garden approach, we then identified differences in microbial composition between populations that persisted in a shared laboratory environment. Finally, we used exome sequencing to associate host genetic variants with microbial diversity and relative abundance of microbial taxa in wild mice. We identified 20 genes that were associated with microbial diversity or abundance including a macrophage-derived cytokine (IL12a) that contained three nonsynonymous mutations. Surprisingly, we found a significant overrepresentation of candidate genes that were previously associated with microbial measurements in humans. The homologous genes that overlapped between wild mice and humans included genes that have been associated with traits related to host immunity and obesity in humans. Gene-bacteria associations identified in both humans and wild mice suggest some commonality to the host genetic determinants of gut microbial composition across mammals.
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Affiliation(s)
- Taichi A Suzuki
- Department of Integrative Biology and Museum of Vertebrate Zoology, University of California Berkeley, Berkeley, California, USA
| | - Megan Phifer-Rixey
- Department of Biology, Monmouth University, West Long Branch, New Jersey, USA
| | - Katya L Mack
- Department of Integrative Biology and Museum of Vertebrate Zoology, University of California Berkeley, Berkeley, California, USA
| | - Michael J Sheehan
- Department of Neurobiology and Behavior, Cornell University, Ithaca, New York, USA
| | - Dana Lin
- Department of Integrative Biology and Museum of Vertebrate Zoology, University of California Berkeley, Berkeley, California, USA
| | - Ke Bi
- California Institute for Quantitative Biosciences, University of California Berkeley, Berkeley, California, USA
| | - Michael W Nachman
- Department of Integrative Biology and Museum of Vertebrate Zoology, University of California Berkeley, Berkeley, California, USA
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