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Contos P, Gibb H, Murphy NP, Jellinek S, Wood JL. Rebuilding microbiomes: Facilitating animal-microbe interactions through ecological restoration and rewilding. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2025; 375:124344. [PMID: 39892258 DOI: 10.1016/j.jenvman.2025.124344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Revised: 01/21/2025] [Accepted: 01/25/2025] [Indexed: 02/03/2025]
Abstract
Restoring degraded ecosystems is a complex process that involves rebuilding myriad species interactions that make a functioning ecological community. Microorganisms are key to robust ecological restoration - their mutualisms with above-ground communities drive community assembly and increase host fitness. However, microbes are largely ignored during restoration and there is a significant knowledge gap regarding how to restore their interactions with above-ground communities. Here, we tested whether we could enhance interactions between microbes and their invertebrate hosts by reintroducing, or 'rewilding', leaf litter and soil from remnant sites containing species-rich microbial communities, into species poor and geographically isolated revegetated farmland sites. We sequenced both the soil microbiome and the gut microbiome of two dominant invertebrates: native Ecnolagria grandis beetles and introduced Ommatoiulus moreleti millipedes. We sampled 35 months after the initial reintroduction event in remnant (conservation area and source of litter and soil transplant), rewilding transplant (revegetation site with transplant), and control sites (revegetation with no transplant). We found that even ∼20 years after revegetation, restoration sites had distinct microbial communities compared to remnant areas. Although litter and soil transplants failed to increase soil microbial community similarity towards remnant sites, we found marked increases in the diversity and richness of E. grandis microbiomes and a greater degree of overlap with soil microbiomes within rewilding transplant sites relative to control sites. In contrast, there were few changes in O. moreleti microbiomes. Overall, our results suggest rewilding can recover some species interactions during restoration but may not influence all host-microbe systems.
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Affiliation(s)
- P Contos
- Department of Environment and Genetics, La Trobe University, Bundoora, VIC, Australia; Conservation and Restoration Science Branch, Department of Climate Change, Energy, The Environment and Water, Sydney, NSW, Australia.
| | - H Gibb
- School of Life and Environmental Sciences, Deakin University, Burwood, VIC, Australia
| | - N P Murphy
- Department of Environment and Genetics, La Trobe University, Bundoora, VIC, Australia
| | - S Jellinek
- School of Agriculture, Food and Ecosystem Science, University of Melbourne and Melbourne Water, Burnley Campus, Melbourne, VIC, Australia
| | - J L Wood
- Department of Microbiology, Anatomy, Physiology and Pharmacology, La Trobe University, Bundoora, VIC, Australia
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Muurmann AT, Banovic M, Gilbert MTP, Sogari G, Limborg MT, Sicheritz-Pontén T, Bahrndorff S. Framework for valorizing waste- and by-products through insects and their microbiomes for food and feed. Food Res Int 2024; 187:114358. [PMID: 38763642 DOI: 10.1016/j.foodres.2024.114358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 04/10/2024] [Accepted: 04/17/2024] [Indexed: 05/21/2024]
Abstract
One third of the food produced for human consumption is currently lost or wasted. Insects have a high potential for converting organic waste- and by-products into food and feed for a growing human population due to symbiosis with microorganisms. These symbioses provide an untapped reservoir of functional microbiomes that can be used to improve industrial insect production but are poorly studied in most insect species. Here we review the most current understanding and challenges of valorizing organic waste- and by-products through insects and their microbiomes for food and feed, and emerging novel food technologies that can be used to investigate and manipulate host(insects)-microbiome interactions. We further construct a holistic framework, by integration of novel food technologies including holo-omics, genome editing, breeding, phage therapy, and administration of prebiotics and probiotics to investigate and manipulate host(insects)-microbiome interactions, and solutions for achieving stakeholder acceptance of novel food technologies for a sustainable food production.
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Affiliation(s)
- Asmus Toftkær Muurmann
- Aalborg University, Department of Chemistry and Bioscience, Fredrik Bajers Vej 7H, 9220 Aalborg Ø, Denmark.
| | - Marija Banovic
- Aarhus University, Aarhus BSS, Department of Management, MAPP Centre, Fuglsangs Allé 4, 8210 Aarhus V, Denmark.
| | - M Thomas P Gilbert
- University of Copenhagen, GLOBE Institute, Øster Farimagsgade 5, 1014 København K, Denmark; University Museum, NTNU, Erling Skakkes gate 47B, 7012 Trondheim, Norway.
| | - Giovanni Sogari
- University of Parma, Department of Food and Drug, Parco Area delle Scienze, 45, 43124 Parma, Italy.
| | | | - Thomas Sicheritz-Pontén
- University of Copenhagen, GLOBE Institute, Øster Farimagsgade 5, 1014 København K, Denmark; AIMST University, Centre of Excellence for Omics-Driven Computational Biodiscovery (COMBio), Jalan Bedong-Semeling, 08100 Bedong, Kedah, Malaysia.
| | - Simon Bahrndorff
- Aalborg University, Department of Chemistry and Bioscience, Fredrik Bajers Vej 7H, 9220 Aalborg Ø, Denmark.
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Hao C, de Jonge N, Zhu D, Feng L, Zhang B, Chen TW, Wu D, Nielsen JL. Food origin influences microbiota and stable isotope enrichment profiles of cold-adapted Collembola ( Desoria ruseki). Front Microbiol 2022; 13:1030429. [PMID: 36504791 PMCID: PMC9730247 DOI: 10.3389/fmicb.2022.1030429] [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: 08/28/2022] [Accepted: 11/03/2022] [Indexed: 11/25/2022] Open
Abstract
Collembola are a group of globally distributed microarthropods that can tolerate low temperature and are active in extremely cold environments. While it is well known that animal diets can shape their microbiota, the microbiota of soil animals is not well described, particularly for animals with limited food resources, such as Collembola active in winter at low temperatures. In this study, we explored the effects of three different food sources; corn litter (agriculture grain residuals), Mongolian oak litter (natural plant residuals), and yeast (common food for Collembola culture), on the microbiota of a winter-active Collembola species, Desoria ruseki. We found that microbial diversity and community composition of the Collembola were strongly altered after feeding with different food sources for 30 days. Collembola individuals fed on corn litter harbored the highest bacterial richness and were dominated by a representative of Microbacteriaceae. In contrast, those fed on yeast exhibited the lowest bacterial richness and were primarily colonized by Pseudomonas. The microbial communities associated with the winter-active Collembola differed significantly from those observed in the food. Collembola nutrient turnover also differed when cultured with different food sources, as indicated by the C and N stable isotopic signatures. Our study highlights microbial associations with stable isotopic enrichments of the host. Specifically, the Arthrobacter was positively correlated with δ13C enrichment in the host. Representatives of Microbacteriaceae, Micrococcaceae, TM7a, Devosia, and Rathayibacter were positively correlated with δ15N enrichment of the host. Our study indicates that food sources are major determinants for Collembola microbiota that simultaneously alter consumers' isotopic niches, thereby improving our understanding of the roles played by host-microbiota interactions in sustaining soil biodiversity during the winter.
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Affiliation(s)
- Cao Hao
- State Environmental Protection Key Laboratory of Wetland Ecology and Vegetation Restoration, School of Environment, Northeast Normal University, Changchun, China,Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China
| | - Nadieh de Jonge
- Department of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
| | - Dong Zhu
- Key Laboratory of Urban Environment and Health, Ningbo Urban Environment Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, China
| | - Lichao Feng
- Forest Protection, Beihua University, Jilin, China
| | - Bing Zhang
- Key Laboratory for Earth Surface Processes of the Ministry of Education, Institute of Ecology, College of Urban and Environmental Science, Peking University, Beijing, China
| | - Ting-Wen Chen
- Biology Centre of the Czech Academy of Sciences, Institute of Soil Biology and Biogeochemistry, České Budějovice, Czechia
| | - Donghui Wu
- State Environmental Protection Key Laboratory of Wetland Ecology and Vegetation Restoration, School of Environment, Northeast Normal University, Changchun, China,Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China,Key Laboratory of Vegetation Ecology, Ministry of Education, Northeast Normal University, Changchun, China,Jilin Provincial Key Laboratory of Animal Resource Conservation and Utilization, Northeast Normal University, Changchun, China,*Correspondence: Donghui Wu,
| | - Jeppe Lund Nielsen
- Department of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
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Adegoke A, Kumar D, Budachetri K, Karim S. Hematophagy and tick-borne Rickettsial pathogen shape the microbial community structure and predicted functions within the tick vector, Amblyomma maculatum. Front Cell Infect Microbiol 2022; 12:1037387. [PMID: 36478675 PMCID: PMC9719966 DOI: 10.3389/fcimb.2022.1037387] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 11/03/2022] [Indexed: 11/22/2022] Open
Abstract
Background Ticks are the primary vectors of emerging and resurging pathogens of public health significance worldwide. Analyzing tick bacterial composition, diversity, and functionality across developmental stages and tissues is crucial for designing new strategies to control ticks and prevent tick-borne diseases. Materials and methods Here, we explored the microbial communities across the developmental timeline and in different tissues of the Gulf-Coast ticks (Amblyomma maculatum). Using a high-throughput sequencing approach, the influence of blood meal and Rickettsia parkeri, a spotted fever group rickettsiae infection in driving changes in microbiome composition, diversity, and functionality was determined. Results This study shows that the core microbiome of Am. maculatum comprises ten core bacterial genera. The genus Rickettsia, Francisella, and Candidatus_Midichloria are the key players, with positive interactions within each developmental stage and adult tick organ tested. Blood meal and Rickettsia parkeri led to an increase in the bacterial abundance in the tissues. According to functional analysis, the increase in bacterial numbers is positively correlated to highly abundant energy metabolism orthologs with blood meal. Correlation analysis identified an increase in OTUs identified as Candidatus Midichloria and a subsequent decrease in Francisella OTUs in Rickettsia parkeri infected tick stages and tissues. Results demonstrate the abundance of Rickettsia and Francisella predominate in the core microbiome of Am. maculatum, whereas Candidatus_Midichloria and Cutibacterium prevalence increase with R. parkeri-infection. Network analysis and functional annotation suggest that R. parkeri interacts positively with Candidatus_Midichloria and negatively with Francisella. Conclusion We conclude that tick-transmitted pathogens, such as R. parkeri establishes infection by interacting with the core microbiome of the tick vector.
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Affiliation(s)
- Abdulsalam Adegoke
- School of Biological, Environmental, and Earth Sciences, University of Southern Mississippi, Hattiesburg, MS, United States
| | - Deepak Kumar
- School of Biological, Environmental, and Earth Sciences, University of Southern Mississippi, Hattiesburg, MS, United States
| | - Khemraj Budachetri
- School of Biological, Environmental, and Earth Sciences, University of Southern Mississippi, Hattiesburg, MS, United States
- Department of Veterinary Biosciences, The Ohio State University, Columbus, OH, United States
| | - Shahid Karim
- School of Biological, Environmental, and Earth Sciences, University of Southern Mississippi, Hattiesburg, MS, United States
- Center for Molecular and Cellular Biosciences, University of Southern Mississippi, Hattiesburg, MS, United States
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Guts Bacterial Communities of Porcellio dilatatus: Symbionts Predominance, Functional Significance and Putative Biotechnological Potential. Microorganisms 2022; 10:microorganisms10112230. [PMID: 36422301 PMCID: PMC9692603 DOI: 10.3390/microorganisms10112230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 11/04/2022] [Accepted: 11/08/2022] [Indexed: 11/16/2022] Open
Abstract
Terrestrial isopods are effective herbivorous scavengers with an important ecological role in organic matter cycling. Their guts are considered to be a natural enrichment environment for lignocellulosic biomass (LCB)-degrading bacteria. The main goal of this work was to assess the structural diversity of Porcellio dilatatus gut bacterial communities using NGS technologies, and to predict their functional potential using PICRUSt2 software. Pseudomonadota, Actinomycetota, Bacillota, Cyanobacteria, Mycoplasmatota, Bacteroidota, Candidatus Patescibacteria and Chloroflexota were the most abundant phyla found in P. dilatatus gut bacterial communities. At a family level, we identified the presence of eleven common bacterial families. Functionally, the P. dilatatus gut bacterial communities exhibited enrichment in KEGG pathways related to the functional module of metabolism. With the predicted functional profile of P. dilatatus metagenomes, it was possible to envision putative symbiotic relationships between P. dilatatus gut bacterial communities and their hosts. It was also possible to foresee the presence of a well-adapted bacterial community responsible for nutrient uptake for the host and for maintaining host homeostasis. Genes encoding LCB-degrading enzymes were also predicted in all samples. Therefore, the P. dilatatus digestive tract may be considered a potential source of LCB-degrading enzymes that is not to be neglected.
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de Jonge N, Carlsen B, Christensen MH, Pertoldi C, Nielsen JL. The Gut Microbiome of 54 Mammalian Species. Front Microbiol 2022; 13:886252. [PMID: 35783446 PMCID: PMC9246093 DOI: 10.3389/fmicb.2022.886252] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 05/19/2022] [Indexed: 11/13/2022] Open
Abstract
The gut microbiome plays a critical role in many aspects of host life, and the microbial community composition is heavily influenced by the prevailing conditions in the gut environment. Community composition has been suggested to have large implications for conservation efforts, and gut health has become of interest for optimizing animal care in captivity. In this study, we explore the gut microbiome of a wide range of animals in the context of conservation biology. The composition of the gut microbial community of 54 mammalian animal species was investigated using 16S rRNA gene amplicon sequencing. The composition of the gut microbiota clearly reflects diet and the structure of the gastrointestinal system, and it is to a certain degree more similar between closely related animals. Specific clusters of taxa were observed across animals of the same species, diet, and gut morphology. The microbiota retained regardless of captivity status is hypothesized to cover important symbiotic relationships with the host, while the remaining part reflects the artificial living conditions and can therefore be used as a future tool for conservation biologists. For five animal species (giraffes, horses, baboons, elephants, and zebras), it was possible to compare the microbiota of wild and captive individuals. Differences were observed in the proportion of microbiota detected between wild and captive specimens of the same animal species. We propose that the gut microbiota harbours important species, which can potentially serve as indicators for the well-being of the animal and the effect of living in captivity.
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Affiliation(s)
- Nadieh de Jonge
- Department of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
| | - Benjamin Carlsen
- Department of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
| | | | - Cino Pertoldi
- Department of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
- Aalborg Zoo, Aalborg, Denmark
| | - Jeppe Lund Nielsen
- Department of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
- *Correspondence: Jeppe Lund Nielsen
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Pathiraja D, Wee J, Cho K, Choi IG. Soil environment reshapes microbiota of laboratory-maintained Collembola during host development. ENVIRONMENTAL MICROBIOME 2022; 17:16. [PMID: 35382887 PMCID: PMC8981701 DOI: 10.1186/s40793-022-00411-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Accepted: 03/23/2022] [Indexed: 06/14/2023]
Abstract
Collembola are soil-dwelling arthropods that play a key role in the soil ecosystem. Allonychiurus kimi (Lee) (Collembola: Onychiuridae) was isolated from the natural environment and has been maintained for 20 years under laboratory conditions. Though the morphological and physiological features of A. kimi are being widely used to evaluate the impact of pesticides and heavy metals on the soil ecosystem, variations observed in these features might be on account of its microbiota. However, the microbiota composition of the laboratory-maintained A. kimi is undetermined and how the community structure is changing in response to soil environments or interacting with the soil microbiota are still unknown. In this study, we determined the microbiota of laboratory-maintained A. kimi at both adult and juvenile stages and examined how the microbiota of A. kimi is affected by the microbial community in the soil environments. Chryseobacterium, Pandoraea, Sphingomonas, Escherichia-Shigella, and Acinetobacter were the core microbiota of A. kimi. Exposure of the laboratory-maintained A. kimi to different soil microbial communities drove dynamic shifts in the composition of A. kimi microbiota. Microbial association network analysis suggested that gut microbiota of lab-grown A. kimi was affected by exposing to soil microbial community. This study implies that shifts in the bacterial community of adult A. kimi can be utilized as an indicator to evaluate the soil ecosystem.
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Affiliation(s)
- Duleepa Pathiraja
- Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Seoul, 02841, Korea
| | - June Wee
- BK21 FOUR R&E Center for Environmental Science and Ecological Engineering, Korea University, Seoul, 02841, Korea
| | - Kijong Cho
- Department of Environmental Science and Ecological Engineering, College of Life Sciences and Biotechnology, Korea University, Seoul, 02841, Korea.
| | - In-Geol Choi
- Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Seoul, 02841, Korea.
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Ni’matuzahroh, Affandi M, Fatimah, Trikurniadewi N, Khiftiyah AM, Sari SK, Abidin AZ, Ibrahim SNMM. Comparative study of gut microbiota from decomposer fauna in household composter using metataxonomic approach. Arch Microbiol 2022; 204:210. [DOI: 10.1007/s00203-022-02785-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Revised: 01/26/2022] [Accepted: 01/31/2022] [Indexed: 12/20/2022]
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Zhou GW, Zheng F, Fan XT, Li MJ, Sun QY, Zhu YG, Yang XR. Host age increased conjugal plasmid transfer in gut microbiota of the soil invertebrate Caenorhabditis elegans. JOURNAL OF HAZARDOUS MATERIALS 2022; 424:127525. [PMID: 34879519 DOI: 10.1016/j.jhazmat.2021.127525] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 10/03/2021] [Accepted: 10/14/2021] [Indexed: 06/13/2023]
Abstract
Plasmid conjugation contributes greatly to the spread of antibiotic resistance genes (ARGs) in soils. However, the spread potential in the gut of soil fauna remains poorly studied, and little was known about the impact of host age on ARGs dissemination in the gut microbiota of soil animals. Here, the typical nematode-Caenorhabditis elegans was employed as the model soil animal, aiming to investigate transfer of broad-host-range IncP-1ɛ from Escherichia coli MG1655 to gut microbiota within 6 days under varied temperature gradients (15, 20 and 25 °C) using qPCR combined with plate screening. Results showed that conjugation rates increased with incubation time and rising temperature in the gut of C. elegans, sharing a similar trend with abundances of plasmid conjugation relevant genes such as trbBp (mating pair formation) and trfAp (plasmid replication). Incubation time and temperature significantly shaped the gut microbial community of C. elegans. Core microbiota in the gut of C. elegans, including Enterobacteriaceae, Lactobacillaceae and Leuconostocaceae, constituted a large part of transconjugal pool for plasmid IncP-1ɛ. Our results highlight an important sink of gut microbiota for ARGs dissemination and upregulation of ARGs transfer in the gut microbiota with host age, further potentially stimulating evolution of ARGs in terrestrial environments.
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Affiliation(s)
- Guo-Wei Zhou
- School of Resources and Environmental Engineering, Anhui University, Hefei 230601, China; Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China
| | - Fei Zheng
- Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; School of Life Sciences, Hebei University, Baoding 071002, China
| | - Xiao-Ting Fan
- Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Ming-Jun Li
- School of Resources and Environmental Engineering, Anhui University, Hefei 230601, China
| | - Qing-Ye Sun
- School of Resources and Environmental Engineering, Anhui University, Hefei 230601, China
| | - Yong-Guan Zhu
- Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiao-Ru Yang
- Key Lab of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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Zhang Q, Zhang Z, Lu T, Yu Y, Penuelas J, Zhu YG, Qian H. Gammaproteobacteria, a core taxon in the guts of soil fauna, are potential responders to environmental concentrations of soil pollutants. MICROBIOME 2021; 9:196. [PMID: 34593032 PMCID: PMC8485531 DOI: 10.1186/s40168-021-01150-6] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Accepted: 08/12/2021] [Indexed: 05/19/2023]
Abstract
BACKGROUND The ubiquitous gut microbiotas acquired from the environment contribute to host health. The gut microbiotas of soil invertebrates are gradually assembled from the microecological region of the soil ecosystem which they inhabit, but little is known about their characteristics when the hosts are under environmental stress. The rapid development of high-throughput DNA sequencing in the last decade has provided unprecedented insights and opportunities to characterize the gut microbiotas of soil invertebrates. Here, we characterized the core, transient, and rare bacterial taxa in the guts of soil invertebrates using the core index (CI) and developed a new theory of global microbial diversity of soil ecological microregions. RESULTS We found that the Gammaproteobacteria could respond indiscriminately to the exposure to environmental concentrations of soil pollutants and were closely associated with the physiology and function of the host. Meanwhile, machine-learning models based on metadata calculated that Gammaproteobacteria were the core bacteria with the highest colonization potential in the gut, and further identified that they were the best indicator taxon of the response to environmental concentrations of soil pollution. Gammaproteobacteria also closely correlated with the abundance of antibiotic resistance genes. CONCLUSIONS Our results determined that Gammaproteobacteria were an indicator taxon in the guts of the soil invertebrates that responded to environmental concentrations of soil pollutants, thus providing an effective theoretical basis for subsequent assessments of soil ecological risk. The results of the physiological and biochemical analyses of the host and the microbial-community functions, and the antibiotic resistance of Gammaproteobacteria, provide new insights for evaluating global soil ecological health. Video abstract.
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Affiliation(s)
- Qi Zhang
- College of Environment, Zhejiang University of Technology, Hangzhou, 310032, P. R. China
| | - Zhenyan Zhang
- College of Environment, Zhejiang University of Technology, Hangzhou, 310032, P. R. China
| | - Tao Lu
- College of Environment, Zhejiang University of Technology, Hangzhou, 310032, P. R. China
| | - Yitian Yu
- College of Environment, Zhejiang University of Technology, Hangzhou, 310032, P. R. China
| | - Josep Penuelas
- Global Ecology Unit CREAF-CSIC-UAB, CSIC, Bellaterra, 08193, Barcelona, Catalonia, Spain
- CREAF, Campus Universitat Autònoma de Barcelona, Cerdanyola del Vallès, 08193, Barcelona, Catalonia, Spain
| | - Yong-Guan Zhu
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, 361021, P. R. China
- State Key Lab of Urban and Regional Ecology, Research Center for Ecoenvironmental Sciences, Chinese Academy of Sciences, Beijing, 100085, P. R. China
| | - Haifeng Qian
- College of Environment, Zhejiang University of Technology, Hangzhou, 310032, P. R. China.
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Zhu L, Wang J, Bahrndorff S. Editorial: The Wildlife Gut Microbiome and Its Implication for Conservation Biology. Front Microbiol 2021; 12:697499. [PMID: 34234768 PMCID: PMC8256134 DOI: 10.3389/fmicb.2021.697499] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 05/26/2021] [Indexed: 12/29/2022] Open
Affiliation(s)
- Lifeng Zhu
- Colleges of Life Science, Nanjing Normal University, Nanjing, China
| | - Jianjun Wang
- State Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, China
| | - Simon Bahrndorff
- Department of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
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12
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Leo C, Nardi F, Cucini C, Frati F, Convey P, Weedon JT, Roelofs D, Carapelli A. Evidence for strong environmental control on bacterial microbiomes of Antarctic springtails. Sci Rep 2021; 11:2973. [PMID: 33536493 PMCID: PMC7858589 DOI: 10.1038/s41598-021-82379-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 01/13/2021] [Indexed: 01/04/2023] Open
Abstract
Collembola are a key component of the soil biota globally, playing an important role in community and ecosystem dynamics. Equally significant are their associated microbiomes, that can contribute to key metabolic functions. In the present study, we investigated the bacterial community composition of four Antarctic springtail species to assess if and how the extreme Antarctic environment has shaped the collembolans’ microbiomes. Springtails were collected from two biogeographical regions, the maritime and the continental Antarctic. From each region, two endemic species, belonging to the genera Cryptopygus (Isotomidae, Entomobryomorpha) and Friesea (Neanuridae, Poduromorpha), were included. This experimental design allowed us to quantify the relative importance of ecological factors (different regions of occurrence) and/or phylogenetic divergence in the host (different Orders) in shaping the Collembola microbiome. The diversity and richness of springtail microbiomes was lower in the Antarctic taxa compared to published information from species from temperate regions. The microbiome composition was predominantly species-specific, with a limited core microbiome shared across the four species examined. While both geographic origin and host species influenced the associated microbiomes, the former was the prevalent driver, with closer similarity between springtails from the same bioregion than between those belonging to the same genus.
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Affiliation(s)
- Chiara Leo
- Life Science Department, University of Siena, Via Aldo Moro 2, 53100, Siena, Italy. .,Department of Life Sciences, Imperial College London, London, UK.
| | - Francesco Nardi
- Life Science Department, University of Siena, Via Aldo Moro 2, 53100, Siena, Italy
| | - Claudio Cucini
- Life Science Department, University of Siena, Via Aldo Moro 2, 53100, Siena, Italy
| | - Francesco Frati
- Life Science Department, University of Siena, Via Aldo Moro 2, 53100, Siena, Italy
| | - Peter Convey
- British Antarctic Survey, Natural Environment Research Council, High Cross, Madingley Road, Cambridge, CB3 0ET, UK
| | - James T Weedon
- Department of Ecological Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1081, 1081 HV, Amsterdam, The Netherlands
| | - Dick Roelofs
- Keygene N.V., Agro Business Park 90, 6708 PW, Wageningen, The Netherlands
| | - Antonio Carapelli
- Life Science Department, University of Siena, Via Aldo Moro 2, 53100, Siena, Italy
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Zheng F, Zhu D, Chen QL, Bi QF, Yang XR, O'Connor P, Zhu YG. The driving factors of nematode gut microbiota under long-term fertilization. FEMS Microbiol Ecol 2020; 96:5804725. [PMID: 32166316 DOI: 10.1093/femsec/fiaa037] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Accepted: 03/11/2020] [Indexed: 12/19/2022] Open
Abstract
Animal bodies are colonized by many microorganisms which can provide indispensable services to their hosts. Although nematode gut microbiota has been extensively studied in recent years, the driving factors of gut microbiome of soil nematodes from a long-term fertilization field are unclear. Here, using 16S rRNA gene amplicon sequencing, we explored the nematode gut microbiota under different fertilization patterns (control, inorganic fertilizers and mixed fertilizers) and fertilization durations (5 y, 8 y and 10 y). Our results revealed that nematode gut microbiota was dominated by core bacterial taxa AF502208 (anaerobic bacteria), Enterobacter (plant litter decomposition) and Ancylobacter (organic matter decomposition and nitrogen cycling), significantly distinct from soil microbiome, and the assembly of that was a non-random process, which suggested host conditions contributed to maintaining the gut microbiota. Moreover, fertilization pattern had a greater influence on nematode gut microbiome than fertilization duration. Inorganic fertilization (5.19) significantly reduced the diversity of the nematode gut microbiota (6.68) shown by Shannon index (P < 0.05). Canonical correspondence analysis demonstrates that soil properties such as pH, organic matter, total phosphorus, available phosphorus, ammonium nitrogen, moisture content, nitrate nitrogen and total nitrogen have significant effects on the nematode microbiome. Structured equation models further revealed that fertilization could obviously affect the nematode gut microbiota, and the effects were maintained even when accounting simultaneously for the drivers of soil bacteria and soil properties. This study provides a solid evidence that the shifting of nematode gut microbiota under long-term fertilization was resulted from environmental factors and host conditions, and advance the insights into host-microbiome in the agricultural ecosystems.
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Affiliation(s)
- Fei Zheng
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen 361021, China.,University of the Chinese Academy of Sciences, 19A Yuquan Road, Beijing 100049, China
| | - Dong Zhu
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen 361021, China.,University of the Chinese Academy of Sciences, 19A Yuquan Road, Beijing 100049, China
| | - Qing-Lin Chen
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen 361021, China.,Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Qing-Fang Bi
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen 361021, China.,Collage of Environment & Resource Science, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Xiao-Ru Yang
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen 361021, China
| | - Patrick O'Connor
- Centre for Global Food and Resources, University of Adelaide, Adelaide, 5005, Australia
| | - Yong-Guan Zhu
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen 361021, China.,University of the Chinese Academy of Sciences, 19A Yuquan Road, Beijing 100049, China.,State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
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14
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Yang S, Wu L, Wu B, Zhang Y, Wang H, Tan X. Diversity and structure of soil microbiota of the Jinsha earthen relic. PLoS One 2020; 15:e0236165. [PMID: 32697804 PMCID: PMC7375591 DOI: 10.1371/journal.pone.0236165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 06/30/2020] [Indexed: 12/02/2022] Open
Abstract
In order to define the diversity and composition of the microbial communities colonizing of the soil microbiome of the Jinsha earthen relic, we used high-throughput sequencing technology to identify and characterize the microbiota in 22 samples collected from the Jinsha earthen relic in China during 2017 and 2018. We compared the taxonomy of the microbial communities from samples taken at different times and different sites. Our results showed that the identity of the dominant bacterial phyla differed among the samples. Proteobacteria (23–86.2%) were the predominant bacterial phylum in all samples taken from site A in both 2017 and 2018. However, Actinobacteria (21–92.3%) were the most popular bacterial phylum in samples from sites B and C in 2017 and 2018. Ascomycota were identified as the only fungal phyla in samples in 2017. However, the group varied drastically in relative abundance between 2017 and 2018. Functional analysis of the soil bacterial community suggested that abundant members of the microbiota may be associated with metabolism and the specific environment. This report was the first high-throughput sequencing study of the soil of the Jinsha earthen relic microbiome. Since soil microbiota can damage soil and archeological structures, comprehensive analyses of the microbiomes at archeological sites may contribute to the understand of the influence of microorganisms on the degradation of soil, as well as to the identification of potentially beneficial or undesirable members of these microbial communities in archeological sites. The study will be helpful to provide effective data and guidance for the prevention and control of microbial corrosion of the Jinsha earthen relic.
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Affiliation(s)
- Sheng Yang
- Chengdu Institute of Cultural Relics, Chengdu, PR China
| | - Linfeng Wu
- College of Life Sciences, Key Laboratory for Bio-Resources and Eco-Environment of Ministry of Education, Sichuan Key Laboratory of Molecular Biology and Biotechnology, Sichuan University, Chengdu, PR China
| | - Bin Wu
- Jinsha Site Museum, Chengdu, PR China
| | - Yizheng Zhang
- College of Life Sciences, Key Laboratory for Bio-Resources and Eco-Environment of Ministry of Education, Sichuan Key Laboratory of Molecular Biology and Biotechnology, Sichuan University, Chengdu, PR China
| | - Haiyan Wang
- College of Life Sciences, Key Laboratory for Bio-Resources and Eco-Environment of Ministry of Education, Sichuan Key Laboratory of Molecular Biology and Biotechnology, Sichuan University, Chengdu, PR China
| | - Xuemei Tan
- College of Life Sciences, Key Laboratory for Bio-Resources and Eco-Environment of Ministry of Education, Sichuan Key Laboratory of Molecular Biology and Biotechnology, Sichuan University, Chengdu, PR China
- * E-mail:
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15
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Jin J, Jia J, Zhang L, Chen Q, Zhang X, Sun W, Ma C, Xu F, Zhan S, Ma L, Zhou G, Chen Q. Jejunal inflammatory cytokines, barrier proteins and microbiome-metabolome responses to early supplementary feeding of Bamei suckling piglets. BMC Microbiol 2020; 20:169. [PMID: 32552686 PMCID: PMC7301446 DOI: 10.1186/s12866-020-01847-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Accepted: 06/09/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Dietary intervention has been reported to improve intestinal health. The intestinal microbiota of newborn animals plays a fundamental role in the development of intestinal function and the innate immune system. However, little is currently known about dietary interventions in the gut microbiota and barrier function of livestock, especially suckling Bamei piglets. To this end, we studied the effect of early dietary supplementation on intestinal bacterial communities and intestinal barrier function in piglets. RESULTS 10 purebred Bamei sows were randomly allocated into two groups. In group one, the piglets received a supplementary milk replacer on day 7 of age, whereas the other control group was allowed sow's milk alone. At 21 days, 18 and 17, respectively, piglets in each group of average weight were randomly selected and sacrificed. Tissue and digesta samples were collected from the jejunum to evaluate differences in the microbiome-metabolome and the mRNA expression of inflammatory cytokines (TLR4, TNFα and IL-8) and barrier proteins (ZO-1, Occludin and Claudin-1). Sequencing of 16S rRNA revealed that ES improved the gut microbiome composition of Bamei suckling piglets. The relative abundances of some bacterial species such as Lactobacillales, Romboutsia, Actinobacillus, Bacteroides were significantly reduced in the ES group. Metabolomics analysis indicated that 23 compounds were enriched and 35 compounds decreased in the ES group. And correlation analysis demonstrated that some gut bacterial genera were highly correlated with altered gut microbiota-related metabolites. Meanwhile, ES of Bamei suckling piglets altered the gene expression of inflammatory cytokine and barrier protein in the jejunum. CONCLUSIONS In summary, these results provide important insights on the relationships between jejunal microbiota and related metabolites, and jejunal barrier function during the early life of Bamei suckling piglets.
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Affiliation(s)
- Jipeng Jin
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, 730070 China
| | - Jianlei Jia
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, 730070 China
- Key of laboratory of Plateau Ecology and Agriculture, Qinghai University, Xining, 810016 China
- College of agriculture and Animal Husbandry, Qinghai University, Xining, 810016 China
| | - Liping Zhang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, 730070 China
| | - Qian Chen
- Key of laboratory of Plateau Ecology and Agriculture, Qinghai University, Xining, 810016 China
| | - Xiaoyan Zhang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, 730070 China
| | - Weibo Sun
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou, 730070 China
| | - Cunming Ma
- Qinghai Province Huzhu County Bamei Pig Seed Breeding Farm, Huzhu, 810500 China
| | - Fafang Xu
- Qinghai Province Huzhu County Bamei Pig Seed Breeding Farm, Huzhu, 810500 China
| | - Shoujun Zhan
- Qinghai Province Huzhu County Bamei Pig Seed Breeding Farm, Huzhu, 810500 China
| | - Limin Ma
- Qinghai Province Huzhu County Bamei Pig Seed Breeding Farm, Huzhu, 810500 China
| | - Guihua Zhou
- Qinghai Province Huzhu County Bamei Pig Seed Breeding Farm, Huzhu, 810500 China
| | - Qiaoxi Chen
- Pingliang Mechanical and Electrical Engineering School, Jingning, 743417 China
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16
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Diversity and Metabolic Potential of Earthworm Gut Microbiota in Indo-Myanmar Biodiversity Hotspot. JOURNAL OF PURE AND APPLIED MICROBIOLOGY 2020. [DOI: 10.22207/jpam.14.2.48] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
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17
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Hu W, Strom NB, Haarith D, Chen S, Bushley KE. Seasonal Variation and Crop Sequences Shape the Structure of Bacterial Communities in Cysts of Soybean Cyst Nematode. Front Microbiol 2019; 10:2671. [PMID: 31824456 PMCID: PMC6882411 DOI: 10.3389/fmicb.2019.02671] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Accepted: 11/04/2019] [Indexed: 12/03/2022] Open
Abstract
Soybean cyst nematode (SCN), Heterodera glycines Ichinohe, is the number 1 pathogen of the important economic crop soybean. Bacteria represent potential biocontrol agents of the SCN, but few studies have characterized the dynamics of bacterial communities associated with cysts under different crop rotation sequences. The bacterial communities in SCN cysts in a long-term soybean–corn crop rotation experiment were investigated over 2 years. The crop sequences included long-term soybean monoculture (Ss), years 1–5 of soybean following 5 years corn (S1–S5), years 1 and 2 of corn following 5 years soybean (C1 and C2), and soybean–corn annual rotation (Sa and Ca). The bacterial 16S rRNA V4 region was amplified from DNA isolated from SCN cysts collected in spring at planting, midseason (2 months later), and fall at harvest and sequenced on the Illumina MiSeq platform. The SCN cyst microbiome was dominated by Proteobacteria followed by Actinobacteria, Bacteroidetes, and Verrucomicrobia. The bacterial community composition was influenced by both crop sequence and season. Although differences by crop sequence were not significant in the spring of each year, bacterial communities in cysts from annual rotation (Sa and Ca) or crop sequences of early years of monoculture following a 5-year rotation of the alternate crop (S1 and C1) became rapidly differentiated by crop over a single growing season. In the fall, genera of cyst bacteria associated with soybean crop sequences included Rhizobacter, Leptothrix, Cytophaga, Chitinophaga, Niastella, Streptomyces, and Halangium. The discovery of diverse bacterial taxa in SCN cysts and their dynamics across crop rotation sequences provides invaluable information for future development of biological control of the SCN.
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Affiliation(s)
- Weiming Hu
- Department of Plant and Microbial Biology, University of Minnesota, Saint Paul, MN, United States.,Department of Entomology and Nematology, University of Florida, Gainesville, FL, United States
| | - Noah Bernard Strom
- Department of Plant and Microbial Biology, University of Minnesota, Saint Paul, MN, United States
| | - Deepak Haarith
- Department of Plant Pathology, University of Minnesota, Saint Paul, MN, United States
| | - Senyu Chen
- Department of Plant Pathology, University of Minnesota, Saint Paul, MN, United States.,Southern Research and Outreach Center, University of Minnesota, Waseca, MN, United States
| | - Kathryn E Bushley
- Department of Plant and Microbial Biology, University of Minnesota, Saint Paul, MN, United States
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18
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Wang YF, Qiao M, Wang HT, Zhu D. Species-specific effects of arsenic on the soil collembolan gut microbiota. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2019; 183:109538. [PMID: 31401331 DOI: 10.1016/j.ecoenv.2019.109538] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2019] [Revised: 07/27/2019] [Accepted: 08/01/2019] [Indexed: 06/10/2023]
Abstract
It is well established that arsenic (As) pollution has a severe threat to food security and soil non-target organisms, however, its influences on soil fauna gut microbiota are poorly understood. The gut microbiota of soil fauna play an important role in host health and nutrient cycling. Here, we used dietary exposure to investigate the effects of As on the mortality and gut microbiota of two model soil collembolans (Folsomia candida and Onychiurus yodai) and determine the accumulation of As in collembolan body tissues. The results showed that, although As exposure did not induce the mortality of the two species, dose dependence of As accumulation was indeed detected in their body tissues. Oral As exposure (500 μg g-1 yeast) significantly altered the community structure (P < 0.05) of F. candida gut microbiota and reduced its diversity (by more than 20%; P < 0.05) compared to the control; however, no significant effects were observed in O. yodai gut microbiota. The two collembolan species possess significantly different gut microbiota (P < 0.05), which may partly explain the differences of the two collembolan gut microbiota response to As exposure. We further found that the genera Ochrobactrum, Geobacter and Staphylococcus were sensitive to As exposure in F. candida (P < 0.05), but these bacteria were low abundance and not altered in O. yodai. Moreover, the relative abundance of these bacteria was significantly correlated with As bioaccumulation in F. candida body tissues (P < 0.05, R2 > 0.6). Higher As bioaccumulation factor was also found in O. yodai body tissues compared to the F. candida. These results indicate that collembolan gut microbiota present a species-specific response to As and may be a more sensitive indicator than the mortality of collembolan.
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Affiliation(s)
- Yi-Fei Wang
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China; University of Chinese Academy of Sciences, 19A Yuquan Road, Beijing, 100049, China
| | - Min Qiao
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China; University of Chinese Academy of Sciences, 19A Yuquan Road, Beijing, 100049, China
| | - Hong-Tao Wang
- University of Chinese Academy of Sciences, 19A Yuquan Road, Beijing, 100049, China; Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen, 361021, China
| | - Dong Zhu
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China.
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19
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Jin J, Zhang L, Jia J, Chen Q, Yuan Z, Zhang X, Sun W, Ma C, Xu F, Zhan S, Ma L, Zhou G. Effects of Maternal Low-Protein Diet on Microbiota Structure and Function in the Jejunum of Huzhu Bamei Suckling Piglets. Animals (Basel) 2019; 9:ani9100713. [PMID: 31547553 PMCID: PMC6826398 DOI: 10.3390/ani9100713] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 08/29/2019] [Accepted: 09/16/2019] [Indexed: 02/07/2023] Open
Abstract
The jejunum is the primary organ for digestion and nutrient absorption in mammals. The development of the jejunum in suckling piglets directly affects their growth performance post-weaning. The jejunum microbiome plays an important role in proliferation, metabolism, apoptosis, immune, and homeostasis of the epithelial cells within the organ. The composition and diversity of the gut microbiome is susceptible to the protein composition of the diet. Therefore, the effects of maternal low-protein diets on piglets' intestinal microbial structure and function have become a hot topic of study. Herein, a maternal low-protein diet was formulated to explore the effects on jejunum microbiome composition and metabolic profiles in Bamei suckling piglets. Using 16S ribosomal RNA (16S rRNA) sequencing in conjunction with bioinformatics analysis, 21 phyla and 297 genera were identified within the gut microflora. The top 10 phyla and 10 genera are within the gut bacteria. Next, KEGG analysis showed that the low-protein diet significantly increased the gut microbial composition, transport and catabolism, immune system, global and overview maps, amino acid metabolism, metabolism of cofactors and vitamins, endocrine system, biosynthesis of other secondary metabolites, signal transduction, environmental adaptation, and cell motility. Taken together, low-protein diets do not appear to affect the reproductive performance of Bamei sows but improved the gut microbiome of the suckling piglets as well as reduced the probability of diarrhea. The data presented here provide new insights on the dietary protein requirements to support the Huzhu Bamei pig industry.
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Affiliation(s)
- Jipeng Jin
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China (X.Z.); (W.S.)
| | - Liping Zhang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China (X.Z.); (W.S.)
- Correspondence: (L.Z.); (J.J.); Tel.: +86-15002638216 (L.Z.); +86-18797328237 (J.J.)
| | - Jianlei Jia
- Key of Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xining 810016, China
- College of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China; (Q.C.); (Z.Y.)
- Correspondence: (L.Z.); (J.J.); Tel.: +86-15002638216 (L.Z.); +86-18797328237 (J.J.)
| | - Qian Chen
- College of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China; (Q.C.); (Z.Y.)
| | - Zan Yuan
- College of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China; (Q.C.); (Z.Y.)
| | - Xiaoyan Zhang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China (X.Z.); (W.S.)
| | - Weibo Sun
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China (X.Z.); (W.S.)
| | - Cunming Ma
- Qinghai Province Huzhu County Bamei Pig Seed Breeding Farm, Huzhu, Qinghai 810500, China (S.Z.); (L.M.); (G.Z.)
| | - Fafang Xu
- Qinghai Province Huzhu County Bamei Pig Seed Breeding Farm, Huzhu, Qinghai 810500, China (S.Z.); (L.M.); (G.Z.)
| | - Shoujun Zhan
- Qinghai Province Huzhu County Bamei Pig Seed Breeding Farm, Huzhu, Qinghai 810500, China (S.Z.); (L.M.); (G.Z.)
| | - Limin Ma
- Qinghai Province Huzhu County Bamei Pig Seed Breeding Farm, Huzhu, Qinghai 810500, China (S.Z.); (L.M.); (G.Z.)
| | - Guihua Zhou
- Qinghai Province Huzhu County Bamei Pig Seed Breeding Farm, Huzhu, Qinghai 810500, China (S.Z.); (L.M.); (G.Z.)
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20
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Holmes CJ, Jennings EC, Gantz JD, Spacht D, Spangler AA, Denlinger DL, Lee RE, Hamilton TL, Benoit JB. The Antarctic mite, Alaskozetes antarcticus, shares bacterial microbiome community membership but not abundance between adults and tritonymphs. Polar Biol 2019. [DOI: 10.1007/s00300-019-02582-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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21
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Zheng F, Zhu D, Giles M, Daniell T, Neilson R, Zhu YG, Yang XR. Mineral and organic fertilization alters the microbiome of a soil nematode Dorylaimus stagnalis and its resistome. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 680:70-78. [PMID: 31100670 DOI: 10.1016/j.scitotenv.2019.04.384] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2019] [Revised: 04/21/2019] [Accepted: 04/26/2019] [Indexed: 06/09/2023]
Abstract
Although the effects of fertilization on the abundance and diversity of soil nematodes have been widely studied, the impact of fertilization on soil nematode microbiomes remains largely unknown. Here, we investigated how different fertilizers: no fertilizer, mineral fertilizer, clean slurry (pig manure with a reduced antibiotic burden) and dirty slurry (pig manure with antibiotics) affect the microbiome of a dominant soil nematode and its associated antibiotic resistance genes (ARGs). The results of 16S rRNA gene high throughput sequencing showed that the microbiome of the soil nematode Dorylaimus stagnalis is diverse (Shannon index: 9.95) and dominated by Proteobacteria (40.3%). Application of mineral fertilizers significantly reduced the diversity of the nematode microbiome (by 28.2%; P < 0.05) but increased the abundance of Proteobacteria (by 70.1%; P = 0.001). Microbial community analysis, using a null hypothesis model, indicated that microbiomes associated with the nematode are not neutrally assembled. Organic fertilizers also altered the diversity of the nematode microbiome, but had no impact on its composition as illustrated by principal coordinates analysis (PCoA). Interestingly, although no change of total ARGs was observed in the nematode microbiome and no significant relationship existed between nematode microbiome and resistome, the abundance of 48 out of a total of 75 ARGs was enriched in the organic fertilizer treatments. Thus, the data suggests that ARGs in the nematode microbiome still had a risk of horizontal gene transfer under fertilization and nematodes might be a potential refuge for ARGs.
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Affiliation(s)
- Fei Zheng
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen 361021, China; University of the Chinese Academy of Sciences, 19A Yuquan Road, Beijing 100049, China
| | - Dong Zhu
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen 361021, China; University of the Chinese Academy of Sciences, 19A Yuquan Road, Beijing 100049, China
| | - Madeline Giles
- Ecological Sciences, The James Hutton Institute, Dundee, DD2 5DA, Scotland, UK
| | - Tim Daniell
- Ecological Sciences, The James Hutton Institute, Dundee, DD2 5DA, Scotland, UK; Department of Animal and Plant Sciences, The University of Sheffield, Sheffield S10 2TN, UK
| | - Roy Neilson
- Ecological Sciences, The James Hutton Institute, Dundee, DD2 5DA, Scotland, UK
| | - Yong-Guan Zhu
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen 361021, China; University of the Chinese Academy of Sciences, 19A Yuquan Road, Beijing 100049, China; State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
| | - Xiao-Ru Yang
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen 361021, China.
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22
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Agamennone V, Le NG, van Straalen NM, Brouwer A, Roelofs D. Antimicrobial activity and carbohydrate metabolism in the bacterial metagenome of the soil-living invertebrate Folsomia candida. Sci Rep 2019; 9:7308. [PMID: 31086216 PMCID: PMC6513849 DOI: 10.1038/s41598-019-43828-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 04/27/2019] [Indexed: 02/07/2023] Open
Abstract
The microbiome associated with an animal's gut and other organs is considered an integral part of its ecological functions and adaptive capacity. To better understand how microbial communities influence activities and capacities of the host, we need more information on the functions that are encoded in a microbiome. Until now, the information about soil invertebrate microbiomes is mostly based on taxonomic characterization, achieved through culturing and amplicon sequencing. Using shotgun sequencing and various bioinformatics approaches we explored functions in the bacterial metagenome associated with the soil invertebrate Folsomia candida, an established model organism in soil ecology with a fully sequenced, high-quality genome assembly. Our metagenome analysis revealed a remarkable diversity of genes associated with antimicrobial activity and carbohydrate metabolism. The microbiome also contains several homologs to F. candida genes that were previously identified as candidates for horizontal gene transfer (HGT). We suggest that the carbohydrate- and antimicrobial-related functions encoded by Folsomia's metagenome play a role in the digestion of recalcitrant soil-born polysaccharides and the defense against pathogens, thereby significantly contributing to the adaptation of these animals to life in the soil. Furthermore, the transfer of genes from the microbiome may constitute an important source of new functions for the springtail.
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Affiliation(s)
- Valeria Agamennone
- Department of Ecological Science, VU University Amsterdam, Amsterdam, The Netherlands.
- Department of Microbiology and Systems Biology, TNO, Zeist, The Netherlands.
| | - Ngoc Giang Le
- Department of Ecological Science, VU University Amsterdam, Amsterdam, The Netherlands
- Institute of Biotechnology, Vietnam Academy of Science and Technology, Hanoi, Vietnam
| | - Nico M van Straalen
- Department of Ecological Science, VU University Amsterdam, Amsterdam, The Netherlands
| | | | - Dick Roelofs
- Department of Ecological Science, VU University Amsterdam, Amsterdam, The Netherlands
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23
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Jensen A, Alemu T, Alemneh T, Pertoldi C, Bahrndorff S. Thermal acclimation and adaptation across populations in a broadly distributed soil arthropod. Funct Ecol 2019. [DOI: 10.1111/1365-2435.13291] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Anne Jensen
- Department of Chemistry and Bioscience; Aalborg University; Aalborg East Denmark
| | - Tibebu Alemu
- Department of Biology; Dire Dawa University; Dire Dawa Ethiopia
| | - Temesgen Alemneh
- Department of Environmental Health Science and Technology; Jimma University; Jimma Ethiopia
| | - Cino Pertoldi
- Department of Chemistry and Bioscience; Aalborg University; Aalborg East Denmark
- Aalborg Zoo; Aalborg C Denmark
| | - Simon Bahrndorff
- Department of Chemistry and Bioscience; Aalborg University; Aalborg East Denmark
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24
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Zhu D, Chen QL, Li H, Yang XR, Christie P, Ke X, Zhu YG. Land Use Influences Antibiotic Resistance in the Microbiome of Soil Collembolans Orchesellides sinensis. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2018; 52:14088-14098. [PMID: 30481457 DOI: 10.1021/acs.est.8b05116] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Numerous studies have investigated the composition and diversity of antibiotic resistance genes (ARGs) in multiple environments but the pattern of ARGs in field-collected soil fauna remains poorly understood. In the present study soil collembolans were collected from six sites with three different land use types (parkway land, park land, and arable land) and 285 ARGs and 10 mobile genetic elements (MGEs) in the microbiome of these "wild" collembolans were quantified by high-throughput quantitative PCR. A total of 76 unique ARGs and 5 MGEs were detected. There were significant differences between collection sites in the antibiotic resistome in the collembolans. Land use significantly altered the distribution patterns of collembolan ARGs. Thirty shared ARGs and three shared MGEs were identified. The co-occurrences of shared resistomes were largely random, and more positive relationships were found in the coassociation network. Partial redundancy analysis confirms that the changes in bacterial communities explained 27.77% of the variation in ARGs. These findings suggest that resistance genes are pervasive in the microbiome associated with the field collembolan and the activity of the collembolans may contribute to the spread and dissemination of resistance genes in the environment, an aspect of ARGs that has until now been largely overlooked.
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Affiliation(s)
- Dong Zhu
- Key Laboratory of Urban Environment and Health , Institute of Urban Environment, Chinese Academy of Sciences , 1799 Jimei Road , Xiamen 361021 , China
- University of the Chinese Academy of Sciences , 19A Yuquan Road , Beijing 100049 , China
| | - Qing-Lin Chen
- Key Laboratory of Urban Environment and Health , Institute of Urban Environment, Chinese Academy of Sciences , 1799 Jimei Road , Xiamen 361021 , China
- University of the Chinese Academy of Sciences , 19A Yuquan Road , Beijing 100049 , China
| | - Hu Li
- Key Laboratory of Urban Environment and Health , Institute of Urban Environment, Chinese Academy of Sciences , 1799 Jimei Road , Xiamen 361021 , China
| | - Xiao-Ru Yang
- Key Laboratory of Urban Environment and Health , Institute of Urban Environment, Chinese Academy of Sciences , 1799 Jimei Road , Xiamen 361021 , China
| | - Peter Christie
- Key Laboratory of Urban Environment and Health , Institute of Urban Environment, Chinese Academy of Sciences , 1799 Jimei Road , Xiamen 361021 , China
| | - Xin Ke
- Institute of Plant Physiology and Ecology, Shanghai Institute of Biological Sciences , Chinese Academy of Sciences , Shanghai 200032 , China
| | - Yong-Guan Zhu
- Key Laboratory of Urban Environment and Health , Institute of Urban Environment, Chinese Academy of Sciences , 1799 Jimei Road , Xiamen 361021 , China
- University of the Chinese Academy of Sciences , 19A Yuquan Road , Beijing 100049 , China
- State Key Laboratory of Urban and Regional Ecology , Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences , Beijing 100085 , China
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