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Shah M, Bornemann TLV, Nuy JK, Hahn MW, Probst AJ, Beisser D, Boenigk J. Genome-resolved metagenomics reveals the effect of nutrient availability on bacterial genomic properties across 44 European freshwater lakes. Environ Microbiol 2024; 26:e16634. [PMID: 38881319 DOI: 10.1111/1462-2920.16634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 04/25/2024] [Indexed: 06/18/2024]
Abstract
Understanding intricate microbial interactions in the environment is crucial. This is especially true for the relationships between nutrients and bacteria, as phosphorus, nitrogen and organic carbon availability are known to influence bacterial population dynamics. It has been suggested that low nutrient conditions prompt the evolutionary process of genome streamlining. This process helps conserve scarce nutrients and allows for proliferation. Genome streamlining is associated with genomic properties such as %GC content, genes encoding sigma factors, percent coding regions, gene redundancy, and functional shifts in processes like cell motility and ATP binding cassette transporters, among others. The current study aims to unveil the impact of nutrition on the genome size, %GC content, and functional properties of pelagic freshwater bacteria. We do this at finer taxonomic resolutions for many metagenomically characterized communities. Our study confirms the interplay of trophic level and genomic properties. It also highlights that different nutrient types, particularly phosphorus and nitrogen, impact these properties differently. We observed a covariation of functional traits with genome size. Larger genomes exhibit enriched pathways for motility, environmental interaction, and regulatory genes. ABC transporter genes reflect the availability of nutrients in the environment, with small genomes presumably relying more on metabolites from other organisms. We also discuss the distinct strategies different phyla adopt to adapt to oligotrophic environments. The findings contribute to our understanding of genomic adaptations within complex microbial communities.
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Affiliation(s)
- Manan Shah
- Department of Biodiversity, University of Duisburg-Essen, Essen, Germany
- Environmental Metagenomics, Research Center One Health Ruhr of the University Alliance Ruhr, University of Duisburg-Essen, Essen, Germany
- Department of Engineering and Natural Sciences, Westphalian University of Applied Science, Recklinghausen, Germany
| | - Till L V Bornemann
- Environmental Metagenomics, Research Center One Health Ruhr of the University Alliance Ruhr, University of Duisburg-Essen, Essen, Germany
- Centre for Water and Environmental Research, University of Duisburg-Essen, Essen, Germany
| | - Julia K Nuy
- Environmental Metagenomics, Research Center One Health Ruhr of the University Alliance Ruhr, University of Duisburg-Essen, Essen, Germany
- Centre for Water and Environmental Research, University of Duisburg-Essen, Essen, Germany
| | - Martin W Hahn
- Research Department for Limnology, Universität Innsbruck, Mondsee, Austria
| | - Alexander J Probst
- Environmental Metagenomics, Research Center One Health Ruhr of the University Alliance Ruhr, University of Duisburg-Essen, Essen, Germany
- Centre for Water and Environmental Research, University of Duisburg-Essen, Essen, Germany
| | - Daniela Beisser
- Department of Engineering and Natural Sciences, Westphalian University of Applied Science, Recklinghausen, Germany
- Centre for Water and Environmental Research, University of Duisburg-Essen, Essen, Germany
| | - Jens Boenigk
- Department of Biodiversity, University of Duisburg-Essen, Essen, Germany
- Centre for Water and Environmental Research, University of Duisburg-Essen, Essen, Germany
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2
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Marshall AJ, Phillips L, Longmore A, Hayden HL, Tang C, Heidelberg KB, Mele P. Using metatranscriptomics to better understand the role of microbial nitrogen cycling in coastal sediment benthic flux denitrification efficiency. ENVIRONMENTAL MICROBIOLOGY REPORTS 2023. [PMID: 36992633 DOI: 10.1111/1758-2229.13148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 01/27/2023] [Indexed: 06/19/2023]
Abstract
Spatial and temporal variability in benthic flux denitrification efficiency occurs across Port Phillip Bay, Australia. Here, we assess the capacity for untargeted metatranscriptomics to resolve spatiotemporal differences in the microbial contribution to benthic nitrogen cycling. The most abundant sediment transcripts assembled were associated with the archaeal nitrifier Nitrosopumilus. In sediments close to external inputs of organic nitrogen, the dominant transcripts were associated with Nitrosopumilus nitric oxide nitrite reduction (nirK). The environmental conditions close to organic nitrogen inputs that select for increased transcription in Nitrosopumilus (amoCAB, nirK, nirS, nmo, hcp) additionally selected for increased transcription of bacterial nitrite reduction (nxrB) and transcripts associated with anammox (hzo) but not denitrification (bacterial nirS/nirk). In sediments that are more isolated from external inputs of organic nitrogen dominant transcripts were associated with nitrous oxide reduction (nosZ) and changes in nosZ transcript abundance were uncoupled from transcriptional profiles associated with archaeal nitrification. Coordinated transcription of coupled community-level nitrification-denitrification was not well supported by metatranscriptomics. In comparison, the abundance of archaeal nirK transcripts were site- and season-specific. This study indicates that the transcription of archaeal nirK in response to changing environmental conditions may be an important and overlooked feature of coastal sediment nitrogen cycling.
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Affiliation(s)
- Alexis J Marshall
- La Trobe University, AgriBio Centre for AgriBiosciences, Bundoora, Australia
- Department of Jobs, Precincts and Regions, AgriBio, Centre for AgriBiosciences, Bundoora, Australia
| | - Lori Phillips
- Department of Jobs, Precincts and Regions, AgriBio, Centre for AgriBiosciences, Bundoora, Australia
| | - Andrew Longmore
- Centre for Aquatic Pollution Identification and Management, Melbourne University, Parkville, Australia
| | - Helen L Hayden
- Department of Jobs, Precincts and Regions, AgriBio, Centre for AgriBiosciences, Bundoora, Australia
- School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, Victoria, Australia
| | - Caixian Tang
- La Trobe University, AgriBio Centre for AgriBiosciences, Bundoora, Australia
| | - Karla B Heidelberg
- Department of Biology, The University of Southern California, Los Angeles, California, USA
| | - Pauline Mele
- La Trobe University, AgriBio Centre for AgriBiosciences, Bundoora, Australia
- Department of Jobs, Precincts and Regions, AgriBio, Centre for AgriBiosciences, Bundoora, Australia
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3
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Behera BK, Dehury B, Rout AK, Patra B, Mantri N, Chakraborty HJ, Sarkar DJ, Kaushik NK, Bansal V, Singh I, Das BK, Rao AR, Rai A. Metagenomics study in aquatic resource management: Recent trends, applied methodologies and future needs. GENE REPORTS 2021. [DOI: 10.1016/j.genrep.2021.101372] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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Yu J, Tang SN, Lee PKH. Microbial Communities in Full-Scale Wastewater Treatment Systems Exhibit Deterministic Assembly Processes and Functional Dependency over Time. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:5312-5323. [PMID: 33784458 DOI: 10.1021/acs.est.0c06732] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Microbial communities constitute the core component of biological wastewater treatment processes. We conducted a meta-analysis based on the 16S rRNA gene of temporal samples obtained from diverse full-scale activated sludge and anaerobic digestion systems treating municipal and industrial wastewater (collected in this study and published previously) to investigate their community assembly mechanism and functional traits over time, which are not currently well understood. The influent composition was found to be the main driver of the microbial community's composition, and relatively large proportions of specialist (26.1% and 18.6%) and transient taxa (67.2% and 68.1%) were estimated in both systems. Deterministic processes, especially homogeneous selection events (accounting for >53.8% of assembly events), were consistently identified as the dominant microbial community assembly mechanisms in both systems over time. Significant and strong correlations (Pearson's r = 0.51-0.92) were detected between the dynamics of the temporal community and the functional compositions in both systems, which suggests functional dependency. In contrast, the occurrence of sludge bulking and foaming in the activated sludge system led to an increase in stochastic assembly processes (i.e., limited dispersal and undominated events), a shift toward functional redundancy and less community diversity, a decreased community niche breadth index, and a more compact co-association network. This study illustrates that the mechanism of microbial community assembly and functional traits over time can be used to diagnose system performance and provide information on potential system malfunction.
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Affiliation(s)
- Jinjin Yu
- School of Energy and Environment, City University of Hong Kong, Hong Kong SAR, China
| | - Siang Nee Tang
- Facility Management and Environmental Engineering, TAL Group, Hong Kong SAR, China
| | - Patrick K H Lee
- School of Energy and Environment, City University of Hong Kong, Hong Kong SAR, China
- State Key Laboratory of Marine Pollution, City University of Hong Kong, Hong Kong SAR, China
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5
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Sperlea T, Kreuder N, Beisser D, Hattab G, Boenigk J, Heider D. Quantification of the covariation of lake microbiomes and environmental variables using a machine learning-based framework. Mol Ecol 2021; 30:2131-2144. [PMID: 33682183 DOI: 10.1111/mec.15872] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 02/17/2021] [Accepted: 02/24/2021] [Indexed: 12/12/2022]
Abstract
It is known that microorganisms are essential for the functioning of ecosystems, but the extent to which microorganisms respond to different environmental variables in their natural habitats is not clear. In the current study, we present a methodological framework to quantify the covariation of the microbial community of a habitat and environmental variables of this habitat. It is built on theoretical considerations of systems ecology, makes use of state-of-the-art machine learning techniques and can be used to identify bioindicators. We apply the framework to a data set containing operational taxonomic units (OTUs) as well as more than twenty physicochemical and geographic variables measured in a large-scale survey of European lakes. While a large part of variation (up to 61%) in many environmental variables can be explained by microbial community composition, some variables do not show significant covariation with the microbial lake community. Moreover, we have identified OTUs that act as "multitask" bioindicators, i.e., that are indicative for multiple environmental variables, and thus could be candidates for lake water monitoring schemes. Our results represent, for the first time, a quantification of the covariation of the lake microbiome and a wide array of environmental variables for lake ecosystems. Building on the results and methodology presented here, it will be possible to identify microbial taxa and processes that are essential for functioning and stability of lake ecosystems.
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Affiliation(s)
- Theodor Sperlea
- Faculty of Mathematics and Computer Science, University of Marburg, Marburg (Lahn), Germany
| | - Nico Kreuder
- Department of Biodiversity, Center for Water and Environmental Research, University of Duisburg-Essen, Essen, Germany
| | - Daniela Beisser
- Department of Biodiversity, Center for Water and Environmental Research, University of Duisburg-Essen, Essen, Germany
| | - Georges Hattab
- Faculty of Mathematics and Computer Science, University of Marburg, Marburg (Lahn), Germany
| | - Jens Boenigk
- Department of Biodiversity, Center for Water and Environmental Research, University of Duisburg-Essen, Essen, Germany
| | - Dominik Heider
- Faculty of Mathematics and Computer Science, University of Marburg, Marburg (Lahn), Germany
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6
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Forster D, Qu Z, Pitsch G, Bruni EP, Kammerlander B, Pröschold T, Sonntag B, Posch T, Stoeck T. Lake Ecosystem Robustness and Resilience Inferred from a Climate-Stressed Protistan Plankton Network. Microorganisms 2021; 9:microorganisms9030549. [PMID: 33800927 PMCID: PMC8001626 DOI: 10.3390/microorganisms9030549] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 02/17/2021] [Accepted: 03/01/2021] [Indexed: 11/23/2022] Open
Abstract
Network analyses of biological communities allow for identifying potential consequences of climate change on the resilience of ecosystems and their robustness to resist stressors. Using DNA metabarcoding datasets from a three-year-sampling (73 samples), we constructed the protistan plankton co-occurrence network of Lake Zurich, a model lake ecosystem subjected to climate change. Despite several documentations of dramatic lake warming in Lake Zurich, our study provides an unprecedented perspective by linking changes in biotic association patterns to climate stress. Water temperature belonged to the strongest environmental parameters splitting the data into two distinct seasonal networks (October–April; May–September). The expected ecological niche of phytoplankton, weakened through nutrient depletion because of permanent thermal stratification and through parasitic fungi, was occupied by the cyanobacterium Planktothrix rubescens and mixotrophic nanoflagellates. Instead of phytoplankton, bacteria and nanoflagellates were the main prey organisms associated with key predators (ciliates), which contrasts traditional views of biological associations in lake plankton. In a species extinction scenario, the warm season network emerged as more vulnerable than the cold season network, indicating a time-lagged effect of warmer winter temperatures on the communities. We conclude that climate stressors compromise lake ecosystem robustness and resilience through species replacement, richness differences, and succession as indicated by key network properties.
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Affiliation(s)
- Dominik Forster
- Department of Ecology, University of Kaiserslautern, D-67633 Kaiserslautern, Germany; (D.F.); (Z.Q.)
| | - Zhishuai Qu
- Department of Ecology, University of Kaiserslautern, D-67633 Kaiserslautern, Germany; (D.F.); (Z.Q.)
| | - Gianna Pitsch
- Limnological Station, Department of Plant and Microbial Biology, University of Zurich, CH-8802 Zurich, Switzerland; (G.P.); (E.P.B.); (T.P.)
| | - Estelle P. Bruni
- Limnological Station, Department of Plant and Microbial Biology, University of Zurich, CH-8802 Zurich, Switzerland; (G.P.); (E.P.B.); (T.P.)
- Laboratory of Soil Biodiversity, University of Neuchâtel, CH-2000 Neuchâtel, Switzerland
| | - Barbara Kammerlander
- Research Department for Limnology, University of Innsbruck, A-5310 Mondsee, Austria; (B.K.); (T.P.); (B.S.)
| | - Thomas Pröschold
- Research Department for Limnology, University of Innsbruck, A-5310 Mondsee, Austria; (B.K.); (T.P.); (B.S.)
| | - Bettina Sonntag
- Research Department for Limnology, University of Innsbruck, A-5310 Mondsee, Austria; (B.K.); (T.P.); (B.S.)
| | - Thomas Posch
- Limnological Station, Department of Plant and Microbial Biology, University of Zurich, CH-8802 Zurich, Switzerland; (G.P.); (E.P.B.); (T.P.)
| | - Thorsten Stoeck
- Department of Ecology, University of Kaiserslautern, D-67633 Kaiserslautern, Germany; (D.F.); (Z.Q.)
- Correspondence: ; Tel.: +49-631-205-2502; Fax: +49-631-2051-32496
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7
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Sagova-Mareckova M, Boenigk J, Bouchez A, Cermakova K, Chonova T, Cordier T, Eisendle U, Elersek T, Fazi S, Fleituch T, Frühe L, Gajdosova M, Graupner N, Haegerbaeumer A, Kelly AM, Kopecky J, Leese F, Nõges P, Orlic S, Panksep K, Pawlowski J, Petrusek A, Piggott JJ, Rusch JC, Salis R, Schenk J, Simek K, Stovicek A, Strand DA, Vasquez MI, Vrålstad T, Zlatkovic S, Zupancic M, Stoeck T. Expanding ecological assessment by integrating microorganisms into routine freshwater biomonitoring. WATER RESEARCH 2021; 191:116767. [PMID: 33418487 DOI: 10.1016/j.watres.2020.116767] [Citation(s) in RCA: 63] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 12/14/2020] [Accepted: 12/19/2020] [Indexed: 06/12/2023]
Abstract
Bioindication has become an indispensable part of water quality monitoring in most countries of the world, with the presence and abundance of bioindicator taxa, mostly multicellular eukaryotes, used for biotic indices. In contrast, microbes (bacteria, archaea and protists) are seldom used as bioindicators in routine assessments, although they have been recognized for their importance in environmental processes. Recently, the use of molecular methods has revealed unexpected diversity within known functional groups and novel metabolic pathways that are particularly important in energy and nutrient cycling. In various habitats, microbial communities respond to eutrophication, metals, and natural or anthropogenic organic pollutants through changes in diversity and function. In this review, we evaluated the common trends in these changes, documenting that they have value as bioindicators and can be used not only for monitoring but also for improving our understanding of the major processes in lotic and lentic environments. Current knowledge provides a solid foundation for exploiting microbial taxa, community structures and diversity, as well as functional genes, in novel monitoring programs. These microbial community measures can also be combined into biotic indices, improving the resolution of individual bioindicators. Here, we assess particular molecular approaches complemented by advanced bioinformatic analysis, as these are the most promising with respect to detailed bioindication value. We conclude that microbial community dynamics are a missing link important for our understanding of rapid changes in the structure and function of aquatic ecosystems, and should be addressed in the future environmental monitoring of freshwater ecosystems.
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Affiliation(s)
- M Sagova-Mareckova
- Dept. of Microbiology, Nutrition and Dietetics, Czech University of Life Sciences, Kamýcká 129, Prague 6, 16500, Czechia.
| | - J Boenigk
- Biodiversity, University of Duisburg-Essen, Universitaetsstraße 5, 45141 Essen, Germany
| | - A Bouchez
- UMR CARRTEL, INRAE, UMR Carrtel, 75 av. de Corzent, FR-74203 Thonon les Bains cedex, France; University Savoie Mont-Blanc, UMR CARRTEL, FR-73370 Le Bourget du Lac, France
| | - K Cermakova
- ID-Gene Ecodiagnostics, Campus Biotech Innovation Park, 15, av. Sécheron, 1202 Geneva, Switzerland
| | - T Chonova
- UMR CARRTEL, INRAE, UMR Carrtel, 75 av. de Corzent, FR-74203 Thonon les Bains cedex, France; University Savoie Mont-Blanc, UMR CARRTEL, FR-73370 Le Bourget du Lac, France
| | - T Cordier
- Department of Genetics and Evolution, University of Geneva, Science III, 4 Boulevard d'Yvoy, 1205 Geneva, Switzerland
| | - U Eisendle
- University of Salzburg, Hellbrunnerstraße 34, 5020 Salzburg, Austria
| | - T Elersek
- National Institute of Biology, Vecna pot 111, SI-1000 Ljubljana, Slovenia
| | - S Fazi
- Water Research Institute, National Research Council of Italy (IRSA-CNR), Via Salaria km 29,300 - C.P. 10, 00015 Monterotondo St., Rome, Italy
| | - T Fleituch
- Institute of Nature Conservation, Polish Academy of Sciences, ul. Adama Mickiewicza 33, 31-120 Krakow, Poland
| | - L Frühe
- Ecology Group, Technische Universität Kaiserslautern, D-67663 Kaiserslautern, Germany
| | - M Gajdosova
- Dept. of Ecology, Faculty of Science, Charles University, Viničná 7, 12844 Prague, Czechia
| | - N Graupner
- Biodiversity, University of Duisburg-Essen, Universitaetsstraße 5, 45141 Essen, Germany
| | - A Haegerbaeumer
- Dept. of Animal Ecology, Bielefeld University, Konsequenz 45, 33615 Bielefeld, Germany
| | - A-M Kelly
- School of Natural Sciences, Trinity College Dublin, University of Dublin, College Green, Dublin 2, D02 PN40, Ireland
| | - J Kopecky
- Epidemiology and Ecology of Microoganisms, Crop Research Institute, Drnovská 507, 16106 Prague 6, Czechia
| | - F Leese
- Biodiversity, University of Duisburg-Essen, Universitaetsstraße 5, 45141 Essen, Germany; Aquatic Ecosystem Resarch, University of Duisburg-Essen, Universitaetsstrasse 5 D-45141 Essen, Germany
| | - P Nõges
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 5, Tartu 51006, Estonia
| | - S Orlic
- Institute Ruđer Bošković, Bijenička 54, 10000 Zagreb, Croatia; Center of Excellence for Science and Technology Integrating Mediterranean, Bijenička 54,10 000 Zagreb, Croatia
| | - K Panksep
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 5, Tartu 51006, Estonia
| | - J Pawlowski
- ID-Gene Ecodiagnostics, Campus Biotech Innovation Park, 15, av. Sécheron, 1202 Geneva, Switzerland; Department of Genetics and Evolution, University of Geneva, Science III, 4 Boulevard d'Yvoy, 1205 Geneva, Switzerland; Institute of Oceanology, Polish Academy of Sciences, Powstańców Warszawy 55, 81-712 Sopot, Poland
| | - A Petrusek
- Dept. of Ecology, Faculty of Science, Charles University, Viničná 7, 12844 Prague, Czechia
| | - J J Piggott
- School of Natural Sciences, Trinity College Dublin, University of Dublin, College Green, Dublin 2, D02 PN40, Ireland
| | - J C Rusch
- Norwegian Veterinary Institute, P.O. Box 750, Sentrum, NO-0106 Oslo, Norway; Department of Biosciences, University of Oslo, P.O. Box 1066, Blindern, NO-0316 Oslo, Norway
| | - R Salis
- Department of Biology, Faculty of Science, Lund University, Sölvegatan 37, 223 62 Lund, Sweden
| | - J Schenk
- Dept. of Animal Ecology, Bielefeld University, Konsequenz 45, 33615 Bielefeld, Germany
| | - K Simek
- Institute of Hydrobiology, Biology Centre CAS, Branišovská 31, 370 05 České Budějovice, Czechia
| | - A Stovicek
- Dept. of Microbiology, Nutrition and Dietetics, Czech University of Life Sciences, Kamýcká 129, Prague 6, 16500, Czechia
| | - D A Strand
- Norwegian Veterinary Institute, P.O. Box 750, Sentrum, NO-0106 Oslo, Norway
| | - M I Vasquez
- Department of Chemical Engineering, Cyprus University of Technology, 30 Arch. Kyprianos Str., 3036 Limassol, Cyprus
| | - T Vrålstad
- Norwegian Veterinary Institute, P.O. Box 750, Sentrum, NO-0106 Oslo, Norway
| | - S Zlatkovic
- Ministry of Environmental Protection, Omladinskih brigada 1, 11070 Belgrade, Serbia; Agency "Akvatorija", 11. krajiške divizije 49, 11090 Belgrade, Serbia
| | - M Zupancic
- National Institute of Biology, Vecna pot 111, SI-1000 Ljubljana, Slovenia
| | - T Stoeck
- Ecology Group, Technische Universität Kaiserslautern, D-67663 Kaiserslautern, Germany
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Leung KM, Yeung KW, You J, Choi K, Zhang X, Smith R, Zhou G, Yung MM, Arias‐Barreiro C, An Y, Burket SR, Dwyer R, Goodkin N, Hii YS, Hoang T, Humphrey C, Iwai CB, Jeong S, Juhel G, Karami A, Kyriazi‐Huber K, Lee K, Lin B, Lu B, Martin P, Nillos MG, Oginawati K, Rathnayake I, Risjani Y, Shoeb M, Tan CH, Tsuchiya MC, Ankley GT, Boxall AB, Rudd MA, Brooks BW. Toward Sustainable Environmental Quality: Priority Research Questions for Asia. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2020; 39:1485-1505. [PMID: 32474951 PMCID: PMC7496081 DOI: 10.1002/etc.4788] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 04/03/2020] [Accepted: 05/22/2020] [Indexed: 05/22/2023]
Abstract
Environmental and human health challenges are pronounced in Asia, an exceptionally diverse and complex region where influences of global megatrends are extensive and numerous stresses to environmental quality exist. Identifying priorities necessary to engage grand challenges can be facilitated through horizon scanning exercises, and to this end we identified and examined 23 priority research questions needed to advance toward more sustainable environmental quality in Asia, as part of the Global Horizon Scanning Project. Advances in environmental toxicology, environmental chemistry, biological monitoring, and risk-assessment methodologies are necessary to address the adverse impacts of environmental stressors on ecosystem services and biodiversity, with Asia being home to numerous biodiversity hotspots. Intersections of the food-energy-water nexus are profound in Asia; innovative and aggressive technologies are necessary to provide clean water, ensure food safety, and stimulate energy efficiency, while improving ecological integrity and addressing legacy and emerging threats to public health and the environment, particularly with increased aquaculture production. Asia is the largest chemical-producing continent globally. Accordingly, sustainable and green chemistry and engineering present decided opportunities to stimulate innovation and realize a number of the United Nations Sustainable Development Goals. Engaging the priority research questions identified herein will require transdisciplinary coordination through existing and nontraditional partnerships within and among countries and sectors. Answering these questions will not be easy but is necessary to achieve more sustainable environmental quality in Asia. Environ Toxicol Chem 2020;39:1485-1505. © 2020 The Authors. Environmental Toxicology and Chemistry published by Wiley Periodicals LLC on behalf of SETAC.
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Affiliation(s)
- Kenneth M.Y. Leung
- Swire Institute of Marine Science and School of Biological SciencesUniversity of Hong KongPokfulamHong KongChina
- State Key Laboratory of Marine Pollution and Department of ChemistryCity University of Hong KongKowloonHong KongChina
| | - Katie W.Y. Yeung
- Swire Institute of Marine Science and School of Biological SciencesUniversity of Hong KongPokfulamHong KongChina
| | - Jing You
- School of Environment and Guangdong Key Laboratory of Environmental Pollution and HealthJinan UniversityGuangzhouChina
| | | | - Xiaowei Zhang
- School of the EnvironmentNanjing UniversityNanjingChina
| | | | - Guang‐Jie Zhou
- Swire Institute of Marine Science and School of Biological SciencesUniversity of Hong KongPokfulamHong KongChina
| | | | | | | | | | | | | | | | | | - Chris Humphrey
- Supervising Scientist BranchCanberraAustralian Capital TerritoryAustralia
| | | | | | | | | | | | | | - Bin‐Le Lin
- National Institute of Advanced Industrial Science and TechnologyTokyoJapan
| | - Ben Lu
- International Copper Association–AsiaShanghaiChina
| | | | - Mae Grace Nillos
- College of Fisheries and Ocean SciencesUniversity of the Philippines VisayasIloilo CityPhilippines
| | | | - I.V.N. Rathnayake
- Department of MicrobiologyFaculty of Science, University of KelaniyaKelaniyaSri Lanka
| | | | | | | | | | | | | | | | - Bryan W. Brooks
- School of Environment and Guangdong Key Laboratory of Environmental Pollution and HealthJinan UniversityGuangzhouChina
- Baylor UniversityWacoTexasUSA
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9
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Trench-Fiol S, Fink P. Metatranscriptomics From a Small Aquatic System: Microeukaryotic Community Functions Through the Diurnal Cycle. Front Microbiol 2020; 11:1006. [PMID: 32523568 PMCID: PMC7261829 DOI: 10.3389/fmicb.2020.01006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Accepted: 04/24/2020] [Indexed: 11/13/2022] Open
Abstract
Light is an important factor for the growth of planktonic organisms, and many of them depend on the diurnal light/dark cycle to regulate key metabolic processes. So far, most of the diel responses were only studied in single species or marine and large lake communities. Yet, we lack information on whether these processes are regulated similarly in small aquatic systems such as ponds. Here, we investigated the activity of a microeukaryotic community from a temperate, small freshwater pond in response to the diurnal cycle. For this, we took samples at midday and night during the Central European summer. We extracted pigments and RNA from samples and the sequencing of eukaryotic transcripts allowed us to obtain day and night metatranscriptomes. Differentially expressed transcripts primarily corresponded to photosynthesis-related and translational processes, and were found to be upregulated at midday with high light conditions compared to darkness. Unique gene ontology classes were found at each respective condition. During the day, ontology classes including photoreception for photosynthesis, defense, and stress mechanisms dominated, while motility, ribosomal assembly and other large, energy-consuming processes were restricted to the night. Euglenophyta and Chlorophyta dominated the active phototrophic community, as shown by the pigment composition analysis. Regarding the gene expression patterns, we could confirm that the pond community appears to follow similar diurnal dynamics as those described for larger aquatic ecosystems. Overall, combining pigment analyses, metatranscriptomics, and data on physicochemical factors yielded considerably more insight into the metabolic processes performed by the microeukaryotic community of a small freshwater ecosystem.
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Affiliation(s)
- Stephanie Trench-Fiol
- Workgroup Aquatic Chemical Ecology, Institute for Zoology, University of Cologne, Cologne, Germany
| | - Patrick Fink
- Workgroup Aquatic Chemical Ecology, Institute for Zoology, University of Cologne, Cologne, Germany
- Department of Aquatic Ecosystem Analysis and Management, Helmholtz Centre for Environmental Research – UFZ, Magdeburg, Germany
- Department River Ecology, Helmholtz Centre for Environmental Research – UFZ, Magdeburg, Germany
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10
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Bock C, Jensen M, Forster D, Marks S, Nuy J, Psenner R, Beisser D, Boenigk J. Factors shaping community patterns of protists and bacteria on a European scale. Environ Microbiol 2020; 22:2243-2260. [PMID: 32202362 DOI: 10.1111/1462-2920.14992] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 03/18/2020] [Indexed: 01/19/2023]
Abstract
Factors shaping community patterns of microorganisms are controversially discussed. Physical and chemical factors certainly limit the survival of individual taxa and maintenance of diversity. In recent years, a contribution of geographic distance and dispersal barriers to distribution patterns of protists and bacteria has been demonstrated. Organismic interactions such as competition, predation and mutualism further modify community structure and maintenance of distinct taxa. Here, we address the relative importance of these different factors in shaping protists and bacterial communities on a European scale using high-throughput sequencing data obtained from lentic freshwater ecosystems. We show that community patterns of protists are similar to those of bacteria. Our results indicate that cross-domain organismic factors are important variables with a higher influence on protists as compared with bacteria. Abiotic physical and chemical factors also contributed significantly to community patterns. The contribution of these latter factors was higher for bacteria, which may reflect a stronger biogeochemical coupling. The contribution of geographical distance was similar for both microbial groups.
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Affiliation(s)
- Christina Bock
- Biodiversity, University of Duisburg-Essen, Universitätsstr. 5, 45141, Essen, Germany
| | - Manfred Jensen
- Biodiversity, University of Duisburg-Essen, Universitätsstr. 5, 45141, Essen, Germany
| | - Dominik Forster
- Department of Ecology, University of Kaiserslautern, Erwin-Schrödinger-Str. 14, 67663, Kaiserslautern, Germany
| | - Sabina Marks
- Biodiversity, University of Duisburg-Essen, Universitätsstr. 5, 45141, Essen, Germany
| | - Julia Nuy
- Biodiversity, University of Duisburg-Essen, Universitätsstr. 5, 45141, Essen, Germany
| | - Roland Psenner
- Lake and Glacier Research, Institute of Ecology, University of Innsbruck, Technikerstrasse 25, 6020, Innsbruck, Austria
| | - Daniela Beisser
- Biodiversity, University of Duisburg-Essen, Universitätsstr. 5, 45141, Essen, Germany
| | - Jens Boenigk
- Biodiversity, University of Duisburg-Essen, Universitätsstr. 5, 45141, Essen, Germany
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11
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Altermatt F, Little CJ, Mächler E, Wang S, Zhang X, Blackman RC. Uncovering the complete biodiversity structure in spatial networks: the example of riverine systems. OIKOS 2020. [DOI: 10.1111/oik.06806] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Florian Altermatt
- Eawag, Swiss Federal Inst. of Aquatic Science and Technology, Dept of Aquatic Ecology Überlandstrasse 133 CH‐8600 Dübendorf Switzerland
- Dept of Evolutionary Biology and Environmental Studies, Univ. of Zurich Winterthurerstr. 190 CH‐8057 Zürich Switzerland
| | - Chelsea J. Little
- Eawag, Swiss Federal Inst. of Aquatic Science and Technology, Dept of Aquatic Ecology Überlandstrasse 133 CH‐8600 Dübendorf Switzerland
- Dept of Evolutionary Biology and Environmental Studies, Univ. of Zurich Winterthurerstr. 190 CH‐8057 Zürich Switzerland
| | - Elvira Mächler
- Eawag, Swiss Federal Inst. of Aquatic Science and Technology, Dept of Aquatic Ecology Überlandstrasse 133 CH‐8600 Dübendorf Switzerland
- Dept of Evolutionary Biology and Environmental Studies, Univ. of Zurich Winterthurerstr. 190 CH‐8057 Zürich Switzerland
| | - Shaopeng Wang
- Inst. of Ecology, College of Urban and Environmental Science, and Key Laboratory for Earth Surface Processes of the Ministry of Education, Peking Univ. Beijing PR China
| | - Xiaowei Zhang
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing Univ. Nanjing PR China
| | - Rosetta C. Blackman
- Eawag, Swiss Federal Inst. of Aquatic Science and Technology, Dept of Aquatic Ecology Überlandstrasse 133 CH‐8600 Dübendorf Switzerland
- Dept of Evolutionary Biology and Environmental Studies, Univ. of Zurich Winterthurerstr. 190 CH‐8057 Zürich Switzerland
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12
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Triadó-Margarit X, Capitán JA, Menéndez-Serra M, Ortiz-Álvarez R, Ontiveros VJ, Casamayor EO, Alonso D. A Randomized Trait Community Clustering approach to unveil consistent environmental thresholds in community assembly. THE ISME JOURNAL 2019; 13:2681-2689. [PMID: 31243330 PMCID: PMC6794281 DOI: 10.1038/s41396-019-0454-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Revised: 05/21/2019] [Accepted: 06/01/2019] [Indexed: 12/30/2022]
Abstract
Similarities and differences of phenotypes within local co-occurring species hold the key to inferring the contribution of stochastic or deterministic processes in community assembly. Developing both phylogenetic-based and trait-based quantitative methods to unravel these processes is a major aim in community ecology. We developed a trait-based approach that: (i) assesses if a community trait clustering pattern is related to increasing environmental constraints along a gradient; and (ii) determines quantitative thresholds for an environmental variable along a gradient to interpret changes in prevailing community assembly drivers. We used a regional set of natural shallow saline ponds covering a wide salinity gradient (0.1-40% w/v). We identify a consistent discrete salinity threshold (ca. 5%) for microbial community assembly drivers. Above 5% salinity a strong environmental filtering prevailed as an assembly force, whereas a combination of biotic and abiotic factors dominated at lower salinities. This method provides a conceptual approach to identify consistent environmental thresholds in community assembly and enables quantitative predictions for the ecological impact of environmental changes.
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Affiliation(s)
- Xavier Triadó-Margarit
- Integrative Freshwater Ecology Group Centre for Advanced Studies of Blanes (CEAB-CSIC), Spanish Council for Scientific Research, Accés Cala St. Francesc 14, E-17300, Blanes, Spain
| | - José A Capitán
- Departamento de Matemática Aplicada, Universidad Politécnica de Madrid, Av. Juan de Herrera, 6, E-28040, Madrid, Spain
- Theoretical and Computational Ecology, Centre for Advanced Studies of Blanes (CEAB-CSIC), Spanish Council for Scientific Research, Accés Cala St. Francesc 14, E-17300, Blanes, Spain
| | - Mateu Menéndez-Serra
- Integrative Freshwater Ecology Group Centre for Advanced Studies of Blanes (CEAB-CSIC), Spanish Council for Scientific Research, Accés Cala St. Francesc 14, E-17300, Blanes, Spain
- Theoretical and Computational Ecology, Centre for Advanced Studies of Blanes (CEAB-CSIC), Spanish Council for Scientific Research, Accés Cala St. Francesc 14, E-17300, Blanes, Spain
| | - Rüdiger Ortiz-Álvarez
- Integrative Freshwater Ecology Group Centre for Advanced Studies of Blanes (CEAB-CSIC), Spanish Council for Scientific Research, Accés Cala St. Francesc 14, E-17300, Blanes, Spain
| | - Vicente J Ontiveros
- Theoretical and Computational Ecology, Centre for Advanced Studies of Blanes (CEAB-CSIC), Spanish Council for Scientific Research, Accés Cala St. Francesc 14, E-17300, Blanes, Spain
| | - Emilio O Casamayor
- Integrative Freshwater Ecology Group Centre for Advanced Studies of Blanes (CEAB-CSIC), Spanish Council for Scientific Research, Accés Cala St. Francesc 14, E-17300, Blanes, Spain.
| | - David Alonso
- Theoretical and Computational Ecology, Centre for Advanced Studies of Blanes (CEAB-CSIC), Spanish Council for Scientific Research, Accés Cala St. Francesc 14, E-17300, Blanes, Spain.
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13
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Lutz S, Procházková L, Benning LG, Nedbalová L, Remias D. Evaluating High-Throughput Sequencing Data of Microalgae Living in Melting Snow: Improvements and Limitations 1. FOTTEA (PRAHA) 2019; 19:115-131. [PMID: 33414851 PMCID: PMC7116558 DOI: 10.5507/fot.2019.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Melting snow fields are an extremophilic habitat dominated by closely related Chlamydomonadaceae (Chlorophyta). Microscopy-based classification of these cryophilic microalgae is challenging and may not reveal the true diversity. High-throughput sequencing (HTS) allows for a more comprehensive evaluation of the community. However, HTS approaches have been rarely used in such ecosystems and the output of their application has not been evaluated. Furthermore, there is no consensus on the choice for a suitable DNA marker or data processing workflow. We found that the correct placement of taxonomic strings onto OTUs strongly depends on the quality of the reference databases. We improved the assignments of the HST data by generating additional reference sequences of the locally abundant taxa, guided by light microscopy. Furthermore, a manual inspection of all automated OTU assignments, oligotyping of the most abundant 18S OTUs, as well as ITS2 secondary structure analyses were necessary for accurate species assignments. Moreover, the sole use of one marker can cause misleading results, either because of insufficient variability within the locus (18S) or the scarcity of reference sequences (ITS2). Our evaluation reveals that HTS output needs to be thoroughly checked when the studied habitats or organisms are poorly represented in publicly available databases. We recommend an optimized workflow for an improved biodiversity evaluation of not only snow algal communities, but generally 'exotic' ecosystems where similar problems arise. A consistent sampling strategy, two- molecular marker approach, light microscopy-based guidance, generation of appropriate reference sequences and final manual verification of all taxonomic assignments are highly recommended.
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Affiliation(s)
| | | | - Liane G. Benning
- GFZ German Research Centre for Geosciences, Telegrafenberg, 14473 Potsdam, Germany School of Earth & Environment, University of Leeds, Woodhouse Lane, Leeds LS2 9JT, UK Department of Earth Sciences, Free University of Berlin, 12249 Berlin, Germany
| | - Linda Nedbalová
- Department of Ecology, Faculty of Science, Charles University in Prague, Viničná 7, 128 44 Prague 2, Czech Republic
- The Czech Academy of Sciences, Institute of Botany, Dukelská 135, 379 82 Třeboň, Czech Republic
| | - Daniel Remias
- University of Applied Sciences Upper Austria, Stelzhamerstraße 23, 4600 Wels, Austria
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14
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Li P, Liu J, Jiang C, Wu M, Liu M, Li Z. Distinct Successions of Common and Rare Bacteria in Soil Under Humic Acid Amendment - A Microcosm Study. Front Microbiol 2019; 10:2271. [PMID: 31632376 PMCID: PMC6779779 DOI: 10.3389/fmicb.2019.02271] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Accepted: 09/18/2019] [Indexed: 01/08/2023] Open
Abstract
Humic acid (HA) is widely used for soil quality improvement, yet little is known how bacterial communities, especially common and rare bacteria, respond to HA amendment, which is crucial to understand biodiversity and function in agroecosystem. Therefore, a manipulated microcosm experiment with a gradient of HA amendment was conducted to unveil this. The results showed that common and rare taxa had similar patterns in species richness, while rare taxa exhibited a higher turnover, which caused their higher structural dissimilarity. Common species with wider niche breadths were more strongly influenced by deterministic filtering when compared to rare taxa, which occupied narrow niches and were primarily controlled by stochastic processes. Generally, species with wider niche breadths were always more strongly influenced by deterministic selection. The analysis of predicted functions revealed that rare taxa occupied more unique predicted functional traits than common taxa, suggesting that rare taxa played a key role in maintaining the functional diversity. In addition, there was a significant positive correlation between species richness and predicted functional diversity in rare taxa rather than common taxa. Our findings highlight the distinct structural and predicted functional successions of common and rare bacteria in soil under HA amendment.
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Affiliation(s)
- Pengfa Li
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Jia Liu
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China.,Soil and Fertilizer & Resources and Environment Institute, Jiangxi Academy of Agricultural Sciences, Nanchang, China
| | - Chunyu Jiang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China
| | - Meng Wu
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Ming Liu
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Zhongpei Li
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China.,University of Chinese Academy of Sciences, Beijing, China
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15
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Obertegger U, Pindo M, Flaim G. Multifaceted aspects of synchrony between freshwater prokaryotes and protists. Mol Ecol 2019; 28:4500-4512. [DOI: 10.1111/mec.15228] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 07/29/2019] [Accepted: 08/12/2019] [Indexed: 11/27/2022]
Affiliation(s)
- Ulrike Obertegger
- Research and Innovation Centre Fondazione Edmund Mach San Michele all'Adige Italy
| | - Massimo Pindo
- Research and Innovation Centre Fondazione Edmund Mach San Michele all'Adige Italy
| | - Giovanna Flaim
- Research and Innovation Centre Fondazione Edmund Mach San Michele all'Adige Italy
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16
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Zhang X. Environmental DNA Shaping a New Era of Ecotoxicological Research. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2019; 53:5605-5612. [PMID: 31009204 DOI: 10.1021/acs.est.8b06631] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Aquatic ecosystems, such as rivers and lakes, are exposed to multiple stressors from anthropogenic activity and changes in climate, which have resulted in a general decrease in biodiversity, alteration of community structures, and can ultimately result in reduction of resources provided by natural ecosystems. Adverse outcomes caused by pollutants to ecosystems are determined not only by toxic properties but also ecological contexts of ecosystems, including indigenous biodiversity and community composition. It is therefore important to identify key factors, such as diversity of species and traits that determine the vulnerability of structures and functions of ecosystems in response to toxic substances. Detection and quantification of biodiversity and its activities using environmental DNA (eDNA) is arguably one of the most important technical advances in ecology in recent years. A huge opportunity has appeared to allow more relevant approaches for assessments of risks posed to ecosystems by toxic substances. eDNA approaches provide effective and efficient tools to evaluate the effects of chemical pollutants on (1) the occurrences and population of wildlife, (2) communities, and (3) the function of ecosystem in the field. Here a conceptual framework of adverse outcome pathways to relate molecular initiating events to apical ecosystem-level responses is proposed to connecting laboratory-based prediction to observations under field conditions. Particularly, future research opportunities on effects on biodiversity, community structure, and ecosystem function by toxic substances will be discussed.
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Affiliation(s)
- Xiaowei Zhang
- State Key Laboratory of Pollution Control & Resource Reuse, School of the Environment , Nanjing University , Nanjing 210023 , China
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17
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Abstract
BACKGROUND Microbes are essentail components of all ecosystems because they drive many biochemical processes and act as primary producers. In freshwater ecosystems, the biodiversity in and the composition of microbial communities can be used as indicators for environmental quality. Recently, some environmental features have been identified that influence microbial ecosystems. However, the impact of human action on lake microbiomes is not well understood. This is, in part, due to the fact that environmental data is, albeit theoretically accessible, not easily available. RESULTS In this work, we present SEDE-GPS, a tool that gathers data that are relevant to the environment of an user-provided GPS coordinate. To this end, it accesses a list of public and corporate databases and aggregates the information in a single file, which can be used for further analysis. To showcase the use of SEDE-GPS, we enriched a lake microbial ecology sequencing dataset with around 18,000 socio-economic, climate, and geographic features. The sources of SEDE-GPS are public databases such as Eurostat, the Climate Data Center, and OpenStreetMap, as well as corporate sources such as Twitter. Using machine learning and feature selection methods, we were able to identify features in the data provided by SEDE-GPS that can be used to predict lake microbiome alpha diversity. CONCLUSION The results presented in this study show that SEDE-GPS is a handy and easy-to-use tool for comprehensive data enrichment for studies of ecology and other processes that are affected by environmental features. Furthermore, we present lists of environmental, socio-economic, and climate features that are predictive for microbial biodiversity in lake ecosystems. These lists indicate that human action has a major impact on lake microbiomes. SEDE-GPS and its source code is available for download at http://SEDE-GPS.heiderlab.de.
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Affiliation(s)
- Theodor Sperlea
- Faculty of Mathematics and Computer Science, University of Marburg, Hans-Meerwein-Str. 6, Marburg (Lahn), D-35032, Germany
| | - Stefan Füser
- Faculty of Mathematics and Computer Science, University of Marburg, Hans-Meerwein-Str. 6, Marburg (Lahn), D-35032, Germany
| | - Jens Boenigk
- Biodiversity Department, Center for Water and Environmental Research, University of Duisburg-Essen, Essen, D-45141, Germany
| | - Dominik Heider
- Faculty of Mathematics and Computer Science, University of Marburg, Hans-Meerwein-Str. 6, Marburg (Lahn), D-35032, Germany.
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18
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Hu SK, Liu Z, Alexander H, Campbell V, Connell PE, Dyhrman ST, Heidelberg KB, Caron DA. Shifting metabolic priorities among key protistan taxa within and below the euphotic zone. Environ Microbiol 2018; 20:2865-2879. [PMID: 29708635 DOI: 10.1111/1462-2920.14259] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2017] [Revised: 04/24/2018] [Accepted: 04/26/2018] [Indexed: 12/12/2022]
Abstract
A metatranscriptome study targeting the protistan community was conducted off the coast of Southern California, at the San Pedro Ocean Time-series station at the surface, 150 m (oxycline), and 890 m to link putative metabolic patterns to distinct protistan lineages. Comparison of relative transcript abundances revealed depth-related shifts in the nutritional modes of key taxonomic groups. Eukaryotic gene expression in the sunlit surface environment was dominated by phototrophs, such as diatoms and chlorophytes, and high abundances of transcripts associated with synthesis pathways (e.g., photosynthesis, carbon fixation, fatty acid synthesis). Sub-euphotic depths (150 and 890 m) exhibited strong contributions from dinoflagellates and ciliates, and were characterized by transcripts relating to digestion or intracellular nutrient recycling (e.g., breakdown of fatty acids and V-type ATPases). These transcriptional patterns underlie the distinct nutritional modes of ecologically important protistan lineages that drive marine food webs, and provide a framework to investigate trophic dynamics across diverse protistan communities.
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Affiliation(s)
- Sarah K Hu
- Department of Biological Sciences, University of Southern California, Los Angeles, CA, USA
| | - Zhenfeng Liu
- Department of Biological Sciences, University of Southern California, Los Angeles, CA, USA
| | - Harriet Alexander
- Department of Population Health and Reproduction, University of California Davis, Davis, CA, USA
| | - Victoria Campbell
- Division Allergy and Infectious Diseases, UW Medicine, Seattle, WA, USA
| | - Paige E Connell
- Department of Biological Sciences, University of Southern California, Los Angeles, CA, USA
| | - Sonya T Dyhrman
- Department of Earth and Environmental Sciences, Lamont-Doherty Earth Observatory, Columbia University, Palisades, NY, USA
| | - Karla B Heidelberg
- Department of Biological Sciences, University of Southern California, Los Angeles, CA, USA
| | - David A Caron
- Department of Biological Sciences, University of Southern California, Los Angeles, CA, USA
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19
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Hering D, Borja A, Jones JI, Pont D, Boets P, Bouchez A, Bruce K, Drakare S, Hänfling B, Kahlert M, Leese F, Meissner K, Mergen P, Reyjol Y, Segurado P, Vogler A, Kelly M. Implementation options for DNA-based identification into ecological status assessment under the European Water Framework Directive. WATER RESEARCH 2018; 138:192-205. [PMID: 29602086 DOI: 10.1016/j.watres.2018.03.003] [Citation(s) in RCA: 148] [Impact Index Per Article: 24.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 03/02/2018] [Accepted: 03/03/2018] [Indexed: 05/22/2023]
Abstract
Assessment of ecological status for the European Water Framework Directive (WFD) is based on "Biological Quality Elements" (BQEs), namely phytoplankton, benthic flora, benthic invertebrates and fish. Morphological identification of these organisms is a time-consuming and expensive procedure. Here, we assess the options for complementing and, perhaps, replacing morphological identification with procedures using eDNA, metabarcoding or similar approaches. We rate the applicability of DNA-based identification for the individual BQEs and water categories (rivers, lakes, transitional and coastal waters) against eleven criteria, summarised under the headlines representativeness (for example suitability of current sampling methods for DNA-based identification, errors from DNA-based species detection), sensitivity (for example capability to detect sensitive taxa, unassigned reads), precision of DNA-based identification (knowledge about uncertainty), comparability with conventional approaches (for example sensitivity of metrics to differences in DNA-based identification), cost effectiveness and environmental impact. Overall, suitability of DNA-based identification is particularly high for fish, as eDNA is a well-suited sampling approach which can replace expensive and potentially harmful methods such as gill-netting, trawling or electrofishing. Furthermore, there are attempts to replace absolute by relative abundance in metric calculations. For invertebrates and phytobenthos, the main challenges include the modification of indices and completing barcode libraries. For phytoplankton, the barcode libraries are even more problematic, due to the high taxonomic diversity in plankton samples. If current assessment concepts are kept, DNA-based identification is least appropriate for macrophytes (rivers, lakes) and angiosperms/macroalgae (transitional and coastal waters), which are surveyed rather than sampled. We discuss general implications of implementing DNA-based identification into standard ecological assessment, in particular considering any adaptations to the WFD that may be required to facilitate the transition to molecular data.
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Affiliation(s)
- Daniel Hering
- University of Duisburg-Essen, Aquatic Ecology, 45117 Essen, Germany.
| | - Angel Borja
- AZTI, Marine Research Division, 20110 Pasaia, Spain
| | - J Iwan Jones
- School of Biological and Chemical Sciences, Queen Mary University of London, London, E1 4NS, UK
| | - Didier Pont
- Association VigiLIFE, 17, rue du Lac Saint-André, Savoie Technolac - BP 274, 73375 Le Bourget-du-Lac Cedex, France and Institute of Hydrobiology and Aquatic Ecosystem Management, University of Natural Resources and Life Sciences, Gregor-Mendel-Strasse 33, 1180 Vienna, Austria
| | - Pieter Boets
- PCM, Provincial Centre of Environmental Research, Godshuizenlaan 95, 9000 Ghent, Belgium
| | | | - Kat Bruce
- NatureMetrics Ltd, Egham, TW20 9TY, UK
| | - Stina Drakare
- Swedish University of Agricultural Sciences, Department of Aquatic Sciences and Assessment, PO Box 7050, SE-750 07 Uppsala, Sweden
| | - Bernd Hänfling
- University of Hull, Evolutionary Biology Group, School of Environmental Sciences, Hull, HU6 7RX, UK
| | - Maria Kahlert
- Swedish University of Agricultural Sciences, Department of Aquatic Sciences and Assessment, PO Box 7050, SE-750 07 Uppsala, Sweden
| | - Florian Leese
- University of Duisburg-Essen, Aquatic Ecosystem Research, 45117 Essen, Germany
| | - Kristian Meissner
- Finnish Environment Institute, Freshwater Centre, FI-40500 Jyväskylä, Finland
| | - Patricia Mergen
- Botanic Garden Meise, Nieuwelaan, 38, 1860 Meise, Belgium; Royal Museum for Central Africa, Leuvensesteenweg, 13, 3080 Tervuren, Belgium
| | - Yorick Reyjol
- Agence Française pour la Biodiversité (AFB), 5 square Felix Nadar, 94300 Vincennes, France
| | - Pedro Segurado
- Forest Research Center, School of Agriculture, University of Lisbon, Tapada da Ajuda, 1349-017 Lisbon, Portugal
| | - Alfried Vogler
- Department of Life Sciences, Imperial College London, and Natural History Museum, Cromwell Road, London, SW7 5BD, UK
| | - Martyn Kelly
- Bowburn Consultancy, 11 Monteigne Drive, Bowburn, Durham DH6 5QB, UK
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20
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Schmeller DS, Loyau A, Bao K, Brack W, Chatzinotas A, De Vleeschouwer F, Friesen J, Gandois L, Hansson SV, Haver M, Le Roux G, Shen J, Teisserenc R, Vredenburg VT. People, pollution and pathogens - Global change impacts in mountain freshwater ecosystems. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 622-623:756-763. [PMID: 29223902 DOI: 10.1016/j.scitotenv.2017.12.006] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2017] [Revised: 12/01/2017] [Accepted: 12/01/2017] [Indexed: 05/06/2023]
Abstract
Mountain catchments provide for the livelihood of more than half of humankind, and have become a key destination for tourist and recreation activities globally. Mountain ecosystems are generally considered to be less complex and less species diverse due to the harsh environmental conditions. As such, they are also more sensitive to the various impacts of the Anthropocene. For this reason, mountain regions may serve as sentinels of change and provide ideal ecosystems for studying climate and global change impacts on biodiversity. We here review different facets of anthropogenic impacts on mountain freshwater ecosystems. We put particular focus on micropollutants and their distribution and redistribution due to hydrological extremes, their direct influence on water quality and their indirect influence on ecosystem health via changes of freshwater species and their interactions. We show that those changes may drive pathogen establishment in new environments with harmful consequences for freshwater species, but also for the human population. Based on the reviewed literature, we recommend reconstructing the recent past of anthropogenic impact through sediment analyses, to focus efforts on small, but highly productive waterbodies, and to collect data on the occurrence and variability of microorganisms, biofilms, plankton species and key species, such as amphibians due to their bioindicator value for ecosystem health and water quality. The newly gained knowledge can then be used to develop a comprehensive framework of indicators to robustly inform policy and decision making on current and future risks for ecosystem health and human well-being.
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Affiliation(s)
- Dirk S Schmeller
- Helmholtz Centre for Environmental Research - UFZ, Department of Conservation Biology, Permoserstrasse 15, 04318 Leipzig, Germany; ECOLAB, Université de Toulouse, CNRS, INPT, UPS, Toulouse, France.
| | - Adeline Loyau
- Helmholtz Centre for Environmental Research - UFZ, Department of Conservation Biology, Permoserstrasse 15, 04318 Leipzig, Germany; ECOLAB, Université de Toulouse, CNRS, INPT, UPS, Toulouse, France; Helmholtz Centre for Environmental Research - UFZ, Department of System Ecotoxicology, Permoserstrasse 15, 04318 Leipzig, Germany
| | - Kunshan Bao
- State Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, East Beijing Road 73, 210008 Nanjing, China
| | - Werner Brack
- Helmholtz Centre for Environmental Research - UFZ, Department of Effect-Directed Analysis, Permoserstrasse 15, 04318 Leipzig, Germany; RWTH Aachen University, Department of Ecosystem Analysis, Institute for Environmental Research, Worringerweg 1, 52074 Aachen, Germany
| | - Antonis Chatzinotas
- Helmholtz Centre for Environmental Research - UFZ, Department of Environmental Microbiology, Permoserstrasse 15, 04318 Leipzig, Germany
| | | | - Jan Friesen
- Helmholtz Centre for Environmental Research - UFZ, Department of Catchment Hydrology, Permoserstrasse 15, 04318 Leipzig, Germany
| | - Laure Gandois
- ECOLAB, Université de Toulouse, CNRS, INPT, UPS, Toulouse, France
| | - Sophia V Hansson
- ECOLAB, Université de Toulouse, CNRS, INPT, UPS, Toulouse, France; Aarhus University, Department of Bioscience - Arctic Research Centre, Fredriksborgvej 399, 4000 Roskilde, Denmark
| | - Marilen Haver
- ECOLAB, Université de Toulouse, CNRS, INPT, UPS, Toulouse, France
| | - Gaël Le Roux
- ECOLAB, Université de Toulouse, CNRS, INPT, UPS, Toulouse, France
| | - Ji Shen
- Helmholtz Centre for Environmental Research - UFZ, Department of System Ecotoxicology, Permoserstrasse 15, 04318 Leipzig, Germany
| | - Roman Teisserenc
- ECOLAB, Université de Toulouse, CNRS, INPT, UPS, Toulouse, France
| | - Vance T Vredenburg
- San Francisco State University, Department of Biology, 1600 Holloway Ave, San Francisco, CA 94132, USA
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Zhang X, Xia P, Wang P, Yang J, Baird DJ. Omics Advances in Ecotoxicology. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2018; 52:3842-3851. [PMID: 29481739 DOI: 10.1021/acs.est.7b06494] [Citation(s) in RCA: 97] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Toxic substances in the environment generate adverse effects at all levels of biological organization from the molecular level to community and ecosystem. Given this complexity, it is not surprising that ecotoxicologists have struggled to address the full consequences of toxic substance release at ecosystem level, due to the limits of observational and experimental tools to reveal the changes in deep structure at different levels of organization. -Omics technologies, consisting of genomics and ecogenomics, have the power to reveal, in unprecedented detail, the cellular processes of an individual or biodiversity of a community in response to environmental change with high sample/observation throughput. This represents a historic opportunity to transform the way we study toxic substances in ecosystems, through direct linkage of ecological effects with the systems biology of organisms. Three recent examples of -omics advance in the assessment of toxic substances are explored here: (1) the use of functional genomics in the discovery of novel molecular mechanisms of toxicity of chemicals in the environment; (2) the development of laboratory pipelines of dose-dependent, reduced transcriptomics to support high-throughput chemical testing at the biological pathway level; and (3) the use of eDNA metabarcoding approaches for assessing chemical effects on biological communities in mesocosm experiments and through direct observation in field monitoring. -Omics advances in ecotoxicological studies not only generate new knowledge regarding mechanisms of toxicity and environmental effect, improving the relevance and immediacy of laboratory toxicological assessment, but can provide a wholly new paradigm for ecotoxicology by linking ecological models to mechanism-based, systems biology approaches.
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Affiliation(s)
- Xiaowei Zhang
- State Key Laboratory of Pollution Control & Resource Reuse, School of the Environment , Nanjing University , Nanjing 210023 , China
| | - Pu Xia
- State Key Laboratory of Pollution Control & Resource Reuse, School of the Environment , Nanjing University , Nanjing 210023 , China
| | - Pingping Wang
- State Key Laboratory of Pollution Control & Resource Reuse, School of the Environment , Nanjing University , Nanjing 210023 , China
| | - Jianghu Yang
- State Key Laboratory of Pollution Control & Resource Reuse, School of the Environment , Nanjing University , Nanjing 210023 , China
| | - Donald J Baird
- Environment & Climate Change Canada @ Canadian Rivers Institute, Department of Biology , University of New Brunswick , Fredericton , New Brunswick E3B 5A3 , Canada
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