51
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Degrune F, Boeraeve F, Dufrêne M, Cornélis JT, Frey B, Hartmann M. The Pedological Context Modulates the Response of Soil Microbial Communities to Agroecological Management. Front Ecol Evol 2019. [DOI: 10.3389/fevo.2019.00261] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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52
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Wang P, Marsh EL, Kruger G, Lorenz A, Schachtman DP. Belowground microbial communities respond to water deficit and are shaped by decades of maize hybrid breeding. Environ Microbiol 2019; 22:889-904. [DOI: 10.1111/1462-2920.14701] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Revised: 05/31/2019] [Accepted: 06/01/2019] [Indexed: 12/28/2022]
Affiliation(s)
- Peng Wang
- Department of Agronomy and Horticulture University of Nebraska Lincoln Lincoln NE 68588 USA
| | - Ellen L. Marsh
- Department of Agronomy and Horticulture University of Nebraska Lincoln Lincoln NE 68588 USA
| | - Greg Kruger
- Department of Agronomy and Horticulture University of Nebraska Lincoln Lincoln NE 68588 USA
| | - Aaron Lorenz
- Department of Agronomy and Plant Genetics University of Minnesota St. Paul MN 55108
| | - Daniel P. Schachtman
- Department of Agronomy and Horticulture University of Nebraska Lincoln Lincoln NE 68588 USA
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53
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Tyler HL. Bacterial community composition under long‐term reduced tillage and no till management. J Appl Microbiol 2019; 126:1797-1807. [DOI: 10.1111/jam.14267] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 03/13/2019] [Accepted: 03/25/2019] [Indexed: 11/28/2022]
Affiliation(s)
- Heather L. Tyler
- Crop Production Systems Research Unit USDA Agricultural Research Service Stoneville MS USA
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54
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Sutcliffe B, Hose GC, Harford AJ, Midgley DJ, Greenfield P, Paulsen IT, Chariton AA. Microbial communities are sensitive indicators for freshwater sediment copper contamination. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2019; 247:1028-1038. [PMID: 30823331 DOI: 10.1016/j.envpol.2019.01.104] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2018] [Revised: 01/20/2019] [Accepted: 01/26/2019] [Indexed: 06/09/2023]
Abstract
Anthropogenic activities, such as mining and agriculture, have resulted in many freshwater systems having elevated concentrations of copper. Despite the prevalence of this contamination, and the vital ecological function of prokaryotes, just three studies have investigated prokaryote community responses to copper concentration in freshwater sediments. To address this, the current study investigated these communities in outdoor mesocosms spiked with varying copper concentrations. We profiled the prokaryotic communities at the taxonomic level, using next-generation high-throughput sequencing techniques, as well as their function, using baiting with leaf analogues, and Biolog Ecoplates for community-level physiological profiling. Sediments containing just 46 mg kg-1 of copper, had distinctly different microbial communities compared with controls, as determined by both DNA and RNA 16S ribosomal RNA gene (rRNA) profiling. In addition to this, sediment communities displayed a greatly reduced utilisation of carbon substrates under elevated copper, while the communities recruited onto leaf analogues were also disparate from those of control ponds. Given the vital role of prokaryotes in ecosystem processes, including carbon cycling, these changes are potentially of great ecological relevance, and are seen to occur well below the 'low risk' sediment quality guideline values (SQGV) used by regulatory bodies internationally.
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Affiliation(s)
- B Sutcliffe
- Macquarie University, Sydney, New South Wales, 2109, Australia; Commonwealth Scientific and Industrial Research Organisation (CSIRO), Australia.
| | - G C Hose
- Macquarie University, Sydney, New South Wales, 2109, Australia
| | - A J Harford
- Supervising Scientist Branch, Department of the Environment and Energy, Darwin, NT, Australia
| | - D J Midgley
- Commonwealth Scientific and Industrial Research Organisation (CSIRO), Australia
| | - P Greenfield
- Macquarie University, Sydney, New South Wales, 2109, Australia; Commonwealth Scientific and Industrial Research Organisation (CSIRO), Australia
| | - I T Paulsen
- Macquarie University, Sydney, New South Wales, 2109, Australia
| | - A A Chariton
- Macquarie University, Sydney, New South Wales, 2109, Australia.
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55
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Peng Y, Tang S, Wang D, Zhong H, Jia H, Cai X, Zhang Z, Xiao M, Yang H, Wang J, Kristiansen K, Xu X, Li J. MetaPGN: a pipeline for construction and graphical visualization of annotated pangenome networks. Gigascience 2018; 7:5114262. [PMID: 30277499 PMCID: PMC6251982 DOI: 10.1093/gigascience/giy121] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Accepted: 09/20/2018] [Indexed: 02/01/2023] Open
Abstract
Pangenome analyses facilitate the interpretation of genetic diversity and evolutionary history of a taxon. However, there is an urgent and unmet need to develop new tools for advanced pangenome construction and visualization, especially for metagenomic data. Here, we present an integrated pipeline, named MetaPGN, for construction and graphical visualization of pangenome networks from either microbial genomes or metagenomes. Given either isolated genomes or metagenomic assemblies coupled with a reference genome of the targeted taxon, MetaPGN generates a pangenome in a topological network, consisting of genes (nodes) and gene-gene genomic adjacencies (edges) of which biological information can be easily updated and retrieved. MetaPGN also includes a self-developed Cytoscape plugin for layout of and interaction with the resulting pangenome network, providing an intuitive and interactive interface for full exploration of genetic diversity. We demonstrate the utility of MetaPGN by constructing Escherichia coli pangenome networks from five E. coli pathogenic strains and 760 human gut microbiomes,revealing extensive genetic diversity of E. coli within both isolates and gut microbial populations. With the ability to extract and visualize gene contents and gene-gene physical adjacencies of a specific taxon from large-scale metagenomic data, MetaPGN provides advantages in expanding pangenome analysis to uncultured microbial taxa.
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Affiliation(s)
- Ye Peng
- School of Biology and Biological Engineering, South China University of Technology, Building B6, 382 Zhonghuan Road East, Guangzhou Higher Education Mega Center, Guangzhou 510006, China.,BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China.,China National GeneBank, BGI-Shenzhen, Dapeng New District, Shenzhen 518120, China
| | - Shanmei Tang
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China.,China National GeneBank, BGI-Shenzhen, Dapeng New District, Shenzhen 518120, China.,Shenzhen Key Laboratory of Human commensal microorganisms and Health Research, BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China
| | - Dan Wang
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China.,China National GeneBank, BGI-Shenzhen, Dapeng New District, Shenzhen 518120, China.,Shenzhen Key Laboratory of Human commensal microorganisms and Health Research, BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China
| | - Huanzi Zhong
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China.,China National GeneBank, BGI-Shenzhen, Dapeng New District, Shenzhen 518120, China.,Shenzhen Key Laboratory of Human commensal microorganisms and Health Research, BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China.,Laboratory of Genomics and Molecular Biomedicine, Department of Biology, University of Copenhagen, Copenhagen Biocenter, Ole MaalØes Vej 5, DK-2200 Copenhagen N, Denmark
| | - Huijue Jia
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China.,China National GeneBank, BGI-Shenzhen, Dapeng New District, Shenzhen 518120, China.,Shenzhen Key Laboratory of Human commensal microorganisms and Health Research, BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China
| | - Xianghang Cai
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China.,China National GeneBank, BGI-Shenzhen, Dapeng New District, Shenzhen 518120, China
| | - Zhaoxi Zhang
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China.,China National GeneBank, BGI-Shenzhen, Dapeng New District, Shenzhen 518120, China
| | - Minfeng Xiao
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China.,China National GeneBank, BGI-Shenzhen, Dapeng New District, Shenzhen 518120, China
| | - Huanming Yang
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China.,James D. Watson Institute of Genome Sciences, No. 51, Zhijiang Road, Xihu District, Hangzhou 310058, China
| | - Jian Wang
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China.,James D. Watson Institute of Genome Sciences, No. 51, Zhijiang Road, Xihu District, Hangzhou 310058, China
| | - Karsten Kristiansen
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China.,China National GeneBank, BGI-Shenzhen, Dapeng New District, Shenzhen 518120, China.,Laboratory of Genomics and Molecular Biomedicine, Department of Biology, University of Copenhagen, Copenhagen Biocenter, Ole MaalØes Vej 5, DK-2200 Copenhagen N, Denmark
| | - Xun Xu
- BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China.,China National GeneBank, BGI-Shenzhen, Dapeng New District, Shenzhen 518120, China
| | - Junhua Li
- School of Biology and Biological Engineering, South China University of Technology, Building B6, 382 Zhonghuan Road East, Guangzhou Higher Education Mega Center, Guangzhou 510006, China.,BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China.,China National GeneBank, BGI-Shenzhen, Dapeng New District, Shenzhen 518120, China.,Shenzhen Key Laboratory of Human commensal microorganisms and Health Research, BGI-Shenzhen, Building 11, Beishan Industrial Zone, Yantian, Shenzhen 518083, China
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56
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China's most typical nonferrous organic-metal facilities own specific microbial communities. Sci Rep 2018; 8:12570. [PMID: 30135589 PMCID: PMC6105654 DOI: 10.1038/s41598-018-30519-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Accepted: 07/11/2018] [Indexed: 11/20/2022] Open
Abstract
The diversity and function of microorganisms have yet to be explored at non-ferrous metal mining facilities (NMMFs), which are the world’s largest and potentially most toxic sources of co-existing metal(loid)s and flotation reagents (FRs). The diversity and inferred functions of different bacterial communities inhabiting two types of sites (active and abandoned) in Guangxi province (China) were investigated for the first time. Here we show that the structure and diversity of bacteria correlated with the types of mine sites, metal(loid)s, and FRs concentrations; and best correlated with the combination of pH, Cu, Pb, and Mn. Combined microbial coenobium may play a pivotal role in NMMFs microbial life. Arenimonas, specific in active mine sites and an acidophilic bacterium, carries functions able to cope with the extreme conditions, whereas Latescibacteria specific in abandoned sites can degrade organics. Such a bacterial consortium provides new insights to develop cost-effective remediation strategies of co-contaminated sites that currently remain intractable for bioremediation.
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57
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Lopez-Fernandez M, Broman E, Turner S, Wu X, Bertilsson S, Dopson M. Investigation of viable taxa in the deep terrestrial biosphere suggests high rates of nutrient recycling. FEMS Microbiol Ecol 2018; 94:5040220. [PMID: 29931252 PMCID: PMC6030916 DOI: 10.1093/femsec/fiy121] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Accepted: 06/15/2018] [Indexed: 11/14/2022] Open
Abstract
The deep biosphere is the largest 'bioreactor' on earth, and microbes inhabiting this biome profoundly influence global nutrient and energy cycles. An important question for deep biosphere microbiology is whether or not specific populations are viable. To address this, we used quantitative PCR and high throughput 16S rRNA gene sequencing of total and viable cells (i.e. with an intact cellular membrane) from three groundwaters with different ages and chemical constituents. There were no statistically significant differences in 16S rRNA gene abundances and microbial diversity between total and viable communities. This suggests that populations were adapted to prevailing oligotrophic conditions and that non-viable cells are rapidly degraded and recycled into new biomass. With higher concentrations of organic carbon, the modern marine and undefined mixed waters hosted a community with a larger range of predicted growth strategies than the ultra-oligotrophic old saline water. These strategies included fermentative and potentially symbiotic lifestyles by candidate phyla that typically have streamlined genomes. In contrast, the old saline waters had more 16S rRNA gene sequences in previously cultured lineages able to oxidize hydrogen and fix carbon dioxide. This matches the paradigm of a hydrogen and carbon dioxide-fed chemolithoautotrophic deep biosphere.
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Affiliation(s)
- Margarita Lopez-Fernandez
- Centre for Ecology and Evolution in Microbial Model Systems (EEMiS), Linnaeus University, Barlastgatan 11, Kalmar, Sweden
| | - Elias Broman
- Centre for Ecology and Evolution in Microbial Model Systems (EEMiS), Linnaeus University, Barlastgatan 11, Kalmar, Sweden
| | - Stephanie Turner
- Centre for Ecology and Evolution in Microbial Model Systems (EEMiS), Linnaeus University, Barlastgatan 11, Kalmar, Sweden
| | - Xiaofen Wu
- Centre for Ecology and Evolution in Microbial Model Systems (EEMiS), Linnaeus University, Barlastgatan 11, Kalmar, Sweden
| | - Stefan Bertilsson
- Department of Ecology and Genetics, Limnology and Science for Life Laboratory, Uppsala University, Norbyvägen 18D, Uppsala, Sweden
| | - Mark Dopson
- Centre for Ecology and Evolution in Microbial Model Systems (EEMiS), Linnaeus University, Barlastgatan 11, Kalmar, Sweden
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58
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Cheng C, Zhou Z, Pang H, Zheng Y, Chen L, Jiang LM, Zhao X. Correlation of microbial community structure with pollutants removal, sludge reduction and sludge characteristics in micro-aerobic side-stream reactor coupled membrane bioreactors under different hydraulic retention times. BIORESOURCE TECHNOLOGY 2018; 260:177-185. [PMID: 29625290 DOI: 10.1016/j.biortech.2018.03.088] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Revised: 03/11/2018] [Accepted: 03/17/2018] [Indexed: 06/08/2023]
Abstract
A micro-aerobic side-stream reactor (MSSR) was inserted in returned sludge line of a membrane bioreactor (MBR) for sludge reduction. Three MSSR coupled MBRs (M-MBRs) and an anoxic/oxic MBR (AO-MBR) were operated in parallel to investigate effects of micro-aerobic condition and hydraulic retention time (HRT) of MSSR (HRTM) on process performance. M-MBRs and AO-MBR were equally effective in COD and NH4-N removal. Rising HRTM from 3.3 to 6.7 h increased sludge reduction from 10.8% to 47.5%, and promoted dissolved organic matters release and utilization by enriching hydrolytic, fermentative and predatory bacteria. M-MBR at HRTM of 3.3 h obtained the highest nitrogen removal, and enriched denitrifiers (Thauera and Hyphomicrobium) in the MSSR. The highest relative abundance of polyphosphate-accumulating organisms was observed in M-MBR at HRTM of 5.0 h, which achieved the highest phosphorus removal. Prolonging HRTM to 6.7 h improved sludge dewaterability by enriching floc-formation bacteria (Nannocystis) and inhibiting filamentous bacteria (Candidatus_Alysiosphaera).
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Affiliation(s)
- Cheng Cheng
- College of Environmental and Chemical Engineering, Shanghai University of Electric Power, Shanghai 200090, China
| | - Zhen Zhou
- College of Environmental and Chemical Engineering, Shanghai University of Electric Power, Shanghai 200090, China; Shanghai Institute of Pollution Control and Ecological Security, Shanghai 200092, China.
| | - Hongjian Pang
- College of Environmental and Chemical Engineering, Shanghai University of Electric Power, Shanghai 200090, China
| | - Yue Zheng
- College of Environmental and Chemical Engineering, Shanghai University of Electric Power, Shanghai 200090, China
| | - Liuyu Chen
- College of Environmental and Chemical Engineering, Shanghai University of Electric Power, Shanghai 200090, China
| | - Lu-Man Jiang
- College of Environmental and Chemical Engineering, Shanghai University of Electric Power, Shanghai 200090, China
| | - Xiaodan Zhao
- College of Environmental and Chemical Engineering, Shanghai University of Electric Power, Shanghai 200090, China
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59
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Yu D, Wen Z, Li X, Song X, Wu H, Yang P. Effects of straw return on bacterial communities in a wheat-maize rotation system in the North China Plain. PLoS One 2018; 13:e0198087. [PMID: 29879153 PMCID: PMC5991650 DOI: 10.1371/journal.pone.0198087] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Accepted: 05/14/2018] [Indexed: 11/18/2022] Open
Abstract
Straw return plays an important role in reducing the use of chemical fertilizer, promoting soil carbon sequestration, thus maintaining soil fertility and alleviating environmental pollution. To examine the effects of straw return on soil bacterial communities, quantitative PCR and high-throughput sequencing approaches were used to analyze the bacterial abundance and community structures at the depths of 5-25 cm and 25-45 cm in the soils under six-year continuous straw return and removal treatments in Langfang, Hebei, the North China Plain. As a result, straw return had no effects on soil chemical properties, bacterial abundance, richness or diversity at both soil depths. In contrast, vertical distributions of available nitrogen and available potassium were affected. Similarly, straw return also changed the vertical distributions of Proteobacteria and Chloroflexi. Principal coordinate analysis based on weighted UniFrac distance matrix indicated a moderate separation of the bacterial community in the soil treated with straw return from that with straw removal at 5-25 cm depth, but they were not distinctly distinguished at 25-45 cm depth. T-test identified increased abundance of Candidatus Latescibacteria in the soil under straw return treatment at 5-25 cm depth but no differentially abundant phyla at 25-45 cm depth was found. These results suggested a selection effect from the six-year continuous straw return treatment and the soil bacterial communities were moderately changed.
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Affiliation(s)
- Dali Yu
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences, Beijing, P. R. China
- School of Life Sciences, Qilu Normal University, Jinan, P. R. China
| | - Zhiguo Wen
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences, Beijing, P. R. China
| | - Xiumei Li
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences, Beijing, P. R. China
| | - Xiaojun Song
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, P. R. China
| | - Huijun Wu
- Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing, P. R. China
- * E-mail: (HW); (PY)
| | - Peilong Yang
- Key Laboratory for Feed Biotechnology of the Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences, Beijing, P. R. China
- * E-mail: (HW); (PY)
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60
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Stringlis IA, Yu K, Feussner K, de Jonge R, Van Bentum S, Van Verk MC, Berendsen RL, Bakker PAHM, Feussner I, Pieterse CMJ. MYB72-dependent coumarin exudation shapes root microbiome assembly to promote plant health. Proc Natl Acad Sci U S A 2018; 115:E5213-E5222. [PMID: 29686086 DOI: 10.1094/pbiomes-11-18-0050-r] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/20/2023] Open
Abstract
Plant roots nurture a tremendous diversity of microbes via exudation of photosynthetically fixed carbon sources. In turn, probiotic members of the root microbiome promote plant growth and protect the host plant against pathogens and pests. In the Arabidopsis thaliana-Pseudomonas simiae WCS417 model system the root-specific transcription factor MYB72 and the MYB72-controlled β-glucosidase BGLU42 emerged as important regulators of beneficial rhizobacteria-induced systemic resistance (ISR) and iron-uptake responses. MYB72 regulates the biosynthesis of iron-mobilizing fluorescent phenolic compounds, after which BGLU42 activity is required for their excretion into the rhizosphere. Metabolite fingerprinting revealed the antimicrobial coumarin scopoletin as a dominant metabolite that is produced in the roots and excreted into the rhizosphere in a MYB72- and BGLU42-dependent manner. Shotgun-metagenome sequencing of root-associated microbiota of Col-0, myb72, and the scopoletin biosynthesis mutant f6'h1 showed that scopoletin selectively impacts the assembly of the microbial community in the rhizosphere. We show that scopoletin selectively inhibits the soil-borne fungal pathogens Fusarium oxysporum and Verticillium dahliae, while the growth-promoting and ISR-inducing rhizobacteria P. simiae WCS417 and Pseudomonas capeferrum WCS358 are highly tolerant of the antimicrobial effect of scopoletin. Collectively, our results demonstrate a role for coumarins in microbiome assembly and point to a scenario in which plants and probiotic rhizobacteria join forces to trigger MYB72/BGLU42-dependent scopolin production and scopoletin excretion, resulting in improved niche establishment for the microbial partner and growth and immunity benefits for the host plant.
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Affiliation(s)
- Ioannis A Stringlis
- Plant-Microbe Interactions, Department of Biology, Science4Life, Utrecht University, 3508 TB Utrecht, The Netherlands
| | - Ke Yu
- Plant-Microbe Interactions, Department of Biology, Science4Life, Utrecht University, 3508 TB Utrecht, The Netherlands
| | - Kirstin Feussner
- Department of Plant Biochemistry, Albrecht-von-Haller-Institute for Plant Sciences, University of Göttingen, 37077 Göttingen, Germany
| | - Ronnie de Jonge
- Plant-Microbe Interactions, Department of Biology, Science4Life, Utrecht University, 3508 TB Utrecht, The Netherlands
- Department of Plant Systems Biology, Vlaams Instituut voor Biotechnologie, 9052 Ghent, Belgium
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium
| | - Sietske Van Bentum
- Plant-Microbe Interactions, Department of Biology, Science4Life, Utrecht University, 3508 TB Utrecht, The Netherlands
| | - Marcel C Van Verk
- Plant-Microbe Interactions, Department of Biology, Science4Life, Utrecht University, 3508 TB Utrecht, The Netherlands
| | - Roeland L Berendsen
- Plant-Microbe Interactions, Department of Biology, Science4Life, Utrecht University, 3508 TB Utrecht, The Netherlands
| | - Peter A H M Bakker
- Plant-Microbe Interactions, Department of Biology, Science4Life, Utrecht University, 3508 TB Utrecht, The Netherlands
| | - Ivo Feussner
- Department of Plant Biochemistry, Albrecht-von-Haller-Institute for Plant Sciences, University of Göttingen, 37077 Göttingen, Germany
- Department of Plant Biochemistry, Göttingen Center for Molecular Biosciences, University of Göttingen, 37077 Göttingen, Germany
| | - Corné M J Pieterse
- Plant-Microbe Interactions, Department of Biology, Science4Life, Utrecht University, 3508 TB Utrecht, The Netherlands;
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61
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Kou S, Vincent G, Gonzalez E, Pitre FE, Labrecque M, Brereton NJB. The Response of a 16S Ribosomal RNA Gene Fragment Amplified Community to Lead, Zinc, and Copper Pollution in a Shanghai Field Trial. Front Microbiol 2018; 9:366. [PMID: 29545788 PMCID: PMC5838024 DOI: 10.3389/fmicb.2018.00366] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Accepted: 02/16/2018] [Indexed: 11/27/2022] Open
Abstract
Industrial and agricultural activities have caused extensive metal contamination of land throughout China and across the globe. The pervasive nature of metal pollution can be harmful to human health and can potentially cause substantial negative impact to the biosphere. To investigate the impact of anthropogenic metal pollution found in high concentrations in industrial, agricultural, and urban environments, 16S ribosomal RNA gene amplicon sequencing was used to track change in the amplified microbial community after metal contamination in a large-scale field experiment in Shanghai. A total of 1,566 operational taxonomic units (OTUs) identified from 448,108 sequences gathered from 20 plots treated as controls or with lead, zinc, copper, or all three metals. Constrained Analysis of Principal Coordinates ordination did not separate control and lead treatment but could separate control/lead, zinc, copper, and three metal treatment. DESeq2 was applied to identify 93 significantly differentially abundant OTUs varying in 211 pairwise instances between the treatments. Differentially abundant OTUs representing genera or species belonging to the phyla Chloroflexi, Cyanobacteria, Firmicutes, Latescibacteria, and Planctomycetes were almost universally reduced in abundance due to zinc, copper, or three metal treatment; with three metal treatment abolishing the detection of some OTUs, such as Leptolyngbya, Desmonostoc muscorum, and Microcoleus steenstrupii. The greatest increases due to metal treatment were observed in Bacteroidetes, Actinobacteria, Chlamydiae, Nitrospirae, and Proteobacteria (α, β, δ, and γ); the most (relative) abundant being uncharacterized species within the genera Methylobacillus, Solirubrobacter, and Ohtaekwangia. Three metal treatment alone resulted in identification of 22 OTUs (genera or species) which were not detected in control soil, notably including Yonghaparkia alkaliphila, Pedobacter steynii, Pseudolabrys taiwanensis, Methylophilus methylotrophus, Nitrosospira, and Lysobacter mobilis. The capacity to track alterations of an amplified microbial community at high taxonomic resolution using modern bioinformatic approaches, as well as identifying where that resolution is lost for technical or biological reasons, provides an insight into the complexity of the microbial world resisting anthropogenic pollution. While functional assessment of uncharacterized organisms within environmental samples is technically challenging, an important step is observing those organisms able to tolerate extreme stress and to recognize the extent to which important amplifiable community members still require characterization.
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Affiliation(s)
- Shumeng Kou
- Shanghai Chenshan Plant Science Research Center, Shanghai Chenshan Botanical Garden, Shanghai, China
| | - Gilles Vincent
- Shanghai Chenshan Plant Science Research Center, Shanghai Chenshan Botanical Garden, Shanghai, China
| | - Emmanuel Gonzalez
- Canadian Centre for Computational Genomics, McGill University and Genome Quebec Innovation Centre, Montréal, QC, Canada
| | - Frederic E. Pitre
- Institut de Recherche en Biologie Végétale, Montreal Botanical Garden, Montréal, QC, Canada
| | - Michel Labrecque
- Institut de Recherche en Biologie Végétale, Montreal Botanical Garden, Montréal, QC, Canada
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62
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Abstract
Marine regions that have seasonal to long-term low dissolved oxygen (DO) concentrations, sometimes called “dead zones,” are increasing in number and severity around the globe with deleterious effects on ecology and economics. One of the largest of these coastal dead zones occurs on the continental shelf of the northern Gulf of Mexico (nGOM), which results from eutrophication-enhanced bacterioplankton respiration and strong seasonal stratification. Previous research in this dead zone revealed the presence of multiple cosmopolitan bacterioplankton lineages that have eluded cultivation, and thus their metabolic roles in this ecosystem remain unknown. We used a coupled shotgun metagenomic and metatranscriptomic approach to determine the metabolic potential of Marine Group II Euryarchaeota, SAR406, and SAR202. We recovered multiple high-quality, nearly complete genomes from all three groups as well as candidate phyla usually associated with anoxic environments—Parcubacteria (OD1) and Peregrinibacteria. Two additional groups with putative assignments to ACD39 and PAUC34f supplement the metabolic contributions by uncultivated taxa. Our results indicate active metabolism in all groups, including prevalent aerobic respiration, with concurrent expression of genes for nitrate reduction in SAR406 and SAR202, and dissimilatory nitrite reduction to ammonia and sulfur reduction by SAR406. We also report a variety of active heterotrophic carbon processing mechanisms, including degradation of complex carbohydrate compounds by SAR406, SAR202, ACD39, and PAUC34f. Together, these data help constrain the metabolic contributions from uncultivated groups in the nGOM during periods of low DO and suggest roles for these organisms in the breakdown of complex organic matter. Dead zones receive their name primarily from the reduction of eukaryotic macrobiota (demersal fish, shrimp, etc.) that are also key coastal fisheries. Excess nutrients contributed from anthropogenic activity such as fertilizer runoff result in algal blooms and therefore ample new carbon for aerobic microbial metabolism. Combined with strong stratification, microbial respiration reduces oxygen in shelf bottom waters to levels unfit for many animals (termed hypoxia). The nGOM shelf remains one of the largest eutrophication-driven hypoxic zones in the world, yet despite its potential as a model study system, the microbial metabolisms underlying and resulting from this phenomenon—many of which occur in bacterioplankton from poorly understood lineages—have received only preliminary study. Our work details the metabolic potential and gene expression activity for uncultivated lineages across several low DO sites in the nGOM, improving our understanding of the active biogeochemical cycling mediated by these “microbial dark matter” taxa during hypoxia.
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