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Rolf M, Laermanns H, Horn J, Kienzler L, Pohl C, Dierkes G, Kernchen S, Laforsch C, Löder MGJ, Bogner C. Multi-method analysis of microplastic distribution by flood frequency and local topography in Rhine floodplains. Sci Total Environ 2024; 927:171927. [PMID: 38556006 DOI: 10.1016/j.scitotenv.2024.171927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 03/21/2024] [Accepted: 03/21/2024] [Indexed: 04/02/2024]
Abstract
Rivers are important transport pathways for microplastics into the ocean, but they can also be potential sinks due to microplastic deposition in the sediments of the river bed and adjacent floodplains. In particular, floods can (re)mobilise microplastics from sediments and floodplains, (re)deposit and relocate them depending on the floodplain topography. The knowledge about fluvial microplastic input to floodplains, their spatial distribution and their fate in floodplain soils is limited. To investigate this topic, we sampled soil at a depth of 5-20 cm along three transects in three different Rhine floodplains. We analysed the soil samples in tandem with pyrolysis GC/MS and ATR- & μ-FPA-FTIR for their microplastic abundance and mass concentrations. To study the influence of flood frequency on the microplastic abundance in the three floodplains, we fitted a hydrodynamic flood model (MIKE 21, DHI, Hørsholm, Denmark) and related the results to the respective spatial microplastic distribution. We found similar microplastic distribution patterns in each floodplain. The highest microplastic abundance (8516-70,124 microplastics kg-1) and mass concentration (46.2-141.6 mg kg-1) were consistently found in the farthest transects from the Rhine in a topographical depression. This microplastic distribution pattern is detectable with both, pyrolysis GC/MS and FTIR. The strongest correlation between the results of both methods was found for small, abundant microplastic particles. Our results suggest that the spatial distribution of microplastics in floodplains is related to the combination of flood frequency and local topography, that ought to be explicitly considered in future studies conducted in floodplains. Finally, our results indicate that pyrolysis GC/MS and FTIR data are comparable under certain conditions, which may help in the decision for the analytical method and sampling design in future studies.
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Affiliation(s)
- Markus Rolf
- Ecosystem Research Group, Institute of Geography, Faculty of Mathematics and Natural Sciences, University of Cologne, Zülpicher Straße 45, 50674 Cologne, Germany.
| | - Hannes Laermanns
- Ecosystem Research Group, Institute of Geography, Faculty of Mathematics and Natural Sciences, University of Cologne, Zülpicher Straße 45, 50674 Cologne, Germany
| | - Julia Horn
- Ecosystem Research Group, Institute of Geography, Faculty of Mathematics and Natural Sciences, University of Cologne, Zülpicher Straße 45, 50674 Cologne, Germany
| | - Lukas Kienzler
- Ecosystem Research Group, Institute of Geography, Faculty of Mathematics and Natural Sciences, University of Cologne, Zülpicher Straße 45, 50674 Cologne, Germany
| | - Christian Pohl
- Director Business Development D-A-CH, DHI WASY GmbH, Volmerstraße 8, 12489 Berlin, Germany
| | - Georg Dierkes
- German Federal Institute of Hydrology, Koblenz, Germany
| | - Sarmite Kernchen
- Animal Ecology I, BayCEER, University of Bayreuth, 95440 Bayreuth, Germany
| | - Christian Laforsch
- Animal Ecology I, BayCEER, University of Bayreuth, 95440 Bayreuth, Germany
| | - Martin G J Löder
- Animal Ecology I, BayCEER, University of Bayreuth, 95440 Bayreuth, Germany.
| | - Christina Bogner
- Ecosystem Research Group, Institute of Geography, Faculty of Mathematics and Natural Sciences, University of Cologne, Zülpicher Straße 45, 50674 Cologne, Germany.
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Wohlschläger M, Versen M, Löder MGJ, Laforsch C. Identification of different plastic types and natural materials from terrestrial environments using fluorescence lifetime imaging microscopy. Anal Bioanal Chem 2024:10.1007/s00216-024-05305-w. [PMID: 38649517 DOI: 10.1007/s00216-024-05305-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Revised: 04/11/2024] [Accepted: 04/15/2024] [Indexed: 04/25/2024]
Abstract
Environmental pollution by plastics is a global issue of increasing concern. However, microplastic analysis in complex environmental matrices, such as soil samples, remains an analytical challenge. Destructive mass-based methods for microplastic analysis do not determine plastics' shape and size, which are essential parameters for reliable ecological risk assessment. By contrast, nondestructive particle-based methods produce such data but require elaborate, time-consuming sample preparation. Thus, time-efficient and reliable methods for microplastic analysis are needed. The present study explored the potential of frequency-domain fluorescence lifetime imaging microscopy (FD-FLIM) for rapidly and reliably identifying as well as differentiating plastics and natural materials from terrestrial environments. We investigated the fluorescence spectra of ten natural materials from terrestrial environments, tire wear particles, and eleven different transparent plastic granulates <5 mm to determine the optimal excitation wavelength for identification and differentiation via FD-FLIM under laboratory conditions. Our comparison of different excitation wavelengths showed that 445 nm excitation exhibited the highest fluorescence intensities. 445 nm excitation was also superior for identifying plastic types and distinguishing them from natural materials from terrestrial environments with a high probability using FD-FLIM. We could demonstrate that FD-FLIM analysis has the potential to contribute to a streamlined and time-efficient direct analysis of microplastic contamination. However, further investigations on size-, shape-, color-, and material-type detection limitations are necessary to evaluate if the direct identification of terrestrial environmental samples of relatively low complexity, such as a surface inspection soil, is possible.
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Affiliation(s)
- Maximilian Wohlschläger
- Faculty of Engineering Sciences, Rosenheim Technical University of Applied Sciences, Hochschulstraße 1, 83024, Rosenheim, Germany.
| | - Martin Versen
- Faculty of Engineering Sciences, Rosenheim Technical University of Applied Sciences, Hochschulstraße 1, 83024, Rosenheim, Germany
| | - Martin G J Löder
- Animal Ecology I and BayCEER, University Bayreuth, Universitätsstraße 30, 95440, Bayreuth, Germany
| | - Christian Laforsch
- Animal Ecology I and BayCEER, University Bayreuth, Universitätsstraße 30, 95440, Bayreuth, Germany
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Steiner T, Leitner LC, Zhang Y, Möller JN, Löder MGJ, Greiner A, Laforsch C, Freitag R. Detection and specific chemical identification of submillimeter plastic fragments in complex matrices such as compost. Sci Rep 2024; 14:2282. [PMID: 38280916 PMCID: PMC10821947 DOI: 10.1038/s41598-024-51185-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 01/01/2024] [Indexed: 01/29/2024] Open
Abstract
Research on the plastic contamination of organic fertilizer (compost) has largely concentrated on particles and fragments > 1 mm. Small, submillimeter microplastic particles may be more hazardous to the environment. However, research on their presence in composts has been impeded by the difficulty to univocally identify small plastic particles in such complex matrices. Here a method is proposed for the analysis of particles between 0.01 and 1.0 mm according to number, size, and polymer type in compost. As a first demonstration of its potential, the method is used to determine large and small microplastic in composts from eight municipal compost producing plants: three simple biowaste composters, four plants processing greenery and cuttings and one two-stage biowaste digester-composter. While polyethylene, PE, tends to dominate among fragments > 1 mm, the microplastic fraction contained more polypropylene, PP. Whereas the contamination with PE/PP microplastic was similar over the investigated composts, only composts prepared from biowaste contained microplastic with a signature of biodegradable plastic, namely poly(butylene adipate co-terephthalate), PBAT. Moreover, in these composts PBAT microplastic tended to form the largest fraction. When the bulk of residual PBAT in the composts was analyzed by chloroform extraction, an inverse correlation between the number of particles > 0.01 mm and the total extracted amount was seen, arguing for breakdown into smaller particles, but not necessarily a mass reduction. PBAT oligomers and monomers as possible substrates for subsequent biodegradation were not found. Remaining microplastic will enter the environment with the composts, where its subsequent degradability depends on the local conditions and is to date largely uninvestigated.
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Affiliation(s)
- Thomas Steiner
- Process Biotechnology, University of Bayreuth, Universitätsstrasse 30, 95440, Bayreuth, Germany
| | | | - Yuanhu Zhang
- Macromolecular Chemistry II, University of Bayreuth, Bayreuth, Germany
| | - Julia N Möller
- Animal Ecology I & BayCEER, University of Bayreuth, Bayreuth, Germany
| | - Martin G J Löder
- Animal Ecology I & BayCEER, University of Bayreuth, Bayreuth, Germany
| | - Andreas Greiner
- Macromolecular Chemistry II, University of Bayreuth, Bayreuth, Germany
| | | | - Ruth Freitag
- Process Biotechnology, University of Bayreuth, Universitätsstrasse 30, 95440, Bayreuth, Germany.
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Rolf M, Laermanns H, Kienzler L, Pohl C, Möller JN, Laforsch C, Löder MGJ, Bogner C. Corrigendum to "flooding frequency and floodplain topography determine abundance of microplastics in an alluvial Rhine soil" [Sci. Total Environ. 836 (2022) article number 155141]. Sci Total Environ 2023; 904:166393. [PMID: 37690208 DOI: 10.1016/j.scitotenv.2023.166393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
Affiliation(s)
- Markus Rolf
- Ecosystem Research Group, Institute of Geography, Faculty of Mathematics and Natural Sciences, University of Cologne, 50923 Cologne, Germany
| | - Hannes Laermanns
- Ecosystem Research Group, Institute of Geography, Faculty of Mathematics and Natural Sciences, University of Cologne, 50923 Cologne, Germany
| | - Lukas Kienzler
- Ecosystem Research Group, Institute of Geography, Faculty of Mathematics and Natural Sciences, University of Cologne, 50923 Cologne, Germany
| | | | - Julia N Möller
- Animal Ecology I, BayCEER, University of Bayreuth, 95440 Bayreuth, Germany
| | - Christian Laforsch
- Animal Ecology I, BayCEER, University of Bayreuth, 95440 Bayreuth, Germany
| | - Martin G J Löder
- Animal Ecology I, BayCEER, University of Bayreuth, 95440 Bayreuth, Germany.
| | - Christina Bogner
- Ecosystem Research Group, Institute of Geography, Faculty of Mathematics and Natural Sciences, University of Cologne, 50923 Cologne, Germany.
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Büngener L, Postila H, Löder MGJ, Laforsch C, Ronkanen AK, Heiderscheidt E. The fate of microplastics from municipal wastewater in a surface flow treatment wetland. Sci Total Environ 2023; 903:166334. [PMID: 37591375 DOI: 10.1016/j.scitotenv.2023.166334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 08/14/2023] [Accepted: 08/14/2023] [Indexed: 08/19/2023]
Abstract
Microplastics (MPs) are an anthropogenic pollutant of emerging concern prominent in both raw and treated municipal wastewater as well as urban and agricultural run-off. There is a critical need for the mitigation of both point- and diffuse sources, with treatment wetlands a possible sustainable nature-based solution. In this study, the possible retention of MPs in treatment wetlands of the widely used surface flow (SF) type was investigated. In- and outflow water, as well as atmospheric deposition, at a full-scale reed-based SF wetland (operating as a polishing phase of municipal wastewater treatment) was analyzed for MPs in a size range of 25-1000 μm. FPA-based μFT-IR spectroscopic imaging was used in combination with automated data analysis software, allowing for an unbiased assessment of MP numbers, polymer types and size distribution. Inflow water samples (secondary treated wastewater) contained 104 MPs m-3 and 56 MPs m-3 in sampling campaigns 1 and 2, respectively. Passage through the SF wetland increased the MP concentration in the water by 92 % during a rain intense period (campaign 1) and by 43 % during a low precipitation period (campaign 2). The MP particle numbers, size and polymer type distribution varied between the two sampling campaigns, making conclusions around the fate of specific types of MPs in SF wetlands difficult. Atmospheric deposition was measured to be 590 MPs m-2 week-1 during the rain-intense period. Our findings point towards atmospheric deposited MPs as an important factor in the fate of MPs in SF wetlands, causing an increase of MP concentrations, and potentially explaining the variations observed in MP concentrations in wetland effluent and removal efficiency. Furthermore, atmospheric deposition might also be a reason for the considerable inter-study variation regarding MPs removal efficiency in SF wetlands found in the available literature.
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Affiliation(s)
- Lina Büngener
- Water, Energy and Environmental Engineering, Faculty of Technology, 90014 University of Oulu, Finland.
| | - Heini Postila
- Water, Energy and Environmental Engineering, Faculty of Technology, 90014 University of Oulu, Finland
| | - Martin G J Löder
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Bayreuth 95440, Germany
| | - Christian Laforsch
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Bayreuth 95440, Germany
| | - Anna-Kaisa Ronkanen
- Water, Energy and Environmental Engineering, Faculty of Technology, 90014 University of Oulu, Finland; Finnish Environment Institute, Marine and freshwater solutions, Paavo Havaksen Tie 3, P. O. Box 413, FI-90014 Oulu, Finland
| | - Elisangela Heiderscheidt
- Water, Energy and Environmental Engineering, Faculty of Technology, 90014 University of Oulu, Finland
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6
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Moses SR, Löder MGJ, Herrmann F, Laforsch C. Seasonal variations of microplastic pollution in the German River Weser. Sci Total Environ 2023; 902:166463. [PMID: 37607635 DOI: 10.1016/j.scitotenv.2023.166463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 08/18/2023] [Accepted: 08/18/2023] [Indexed: 08/24/2023]
Abstract
Rivers play a major role in the distribution of microplastics (MPs) in the environment, however, research on temporal variations in these highly dynamic systems is still in its infancy. To date, most studies dealing with the seasonality of MP contamination in rivers focus on bi-yearly analysis, while temporal fluctuations over the course of the year are rarely studied. To shed more light on seasonal variability of MP abundance and potential driving factors, we have thus sampled the water surface of one location in the Weser River in Germany monthly over one entire year. In our study, we targeted MP in the size range 10-5000 μm, using two different state-of-the-art sampling methods (manta net for large MP (l-MP; 500-5000 μm) and a filtration system for small MP (s-MP; 10-500 μm)) and analysis techniques (ATR-FTIR and FPA-μFTIR) for chemical identification. Our findings show a strong size-dependent positive correlation of the MP concentration with discharge rates (specifically direct runoff) and suspended particulate matter (SPM) for s-MPs, specifically in the size range 10-149 μm. L-MPs, however, show a different environmental behaviour and do not follow these patterns. With our study, we were able to deliver a much higher temporal resolution, covering a broader size range of MPs compared to most studies. Our findings point towards an interplay of two possible mechanisms: a) the riverbeds play an important role in large-scale MP and SPM release via resuspension during high discharge events, and b) precipitation-driven soil erosion and runoff from urban surfaces (e.g. rain sewers) introduce MP and SPM. Hence, our study serves as a basis for more detailed investigations of MP transport in and between ecosystems.
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Affiliation(s)
- Sonya R Moses
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95440 Bayreuth, Germany
| | - Martin G J Löder
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95440 Bayreuth, Germany
| | - Frank Herrmann
- Institute of Bio- and Geosciences (IBG), Institute 3: Agrosphere, Forschungszentrum Jülich GmbH (FZJ), 52425 Jülich, Germany
| | - Christian Laforsch
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95440 Bayreuth, Germany.
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7
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Jakobs A, Gürkal E, Möller JN, Löder MGJ, Laforsch C, Lueders T. A novel approach to extract, purify, and fractionate microplastics from environmental matrices by isopycnic ultracentrifugation. Sci Total Environ 2023; 857:159610. [PMID: 36273563 DOI: 10.1016/j.scitotenv.2022.159610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 10/17/2022] [Accepted: 10/17/2022] [Indexed: 06/16/2023]
Abstract
The increasing accumulation of microplastics (MP) in the environment is considered one of the most important environmental challenges of our times. Reliable extraction and detection methods for MP in environmental samples are essential for determining the extent of pollution and assessing ecological risks. However, extraction of MP from complex environmental matrices such as soil remains technically challenging. Today, density-based extractions with saturated salt solutions are widely applied. Nevertheless, current methods do not allow for the fractionation of different MP particle types according to their specific polymer densities. Here, we present a novel isopycnic ultracentrifugation approach for the simultaneous extraction and fractionation of MP mixtures based on the particle-specific buoyant densities. In this proof-of-concept study, diffusion-based density gradients were prepared using caesium chloride media, covering a density range between 1.1 and 1.5 g mL-1, sufficient to resolve many common polymer densities. We selected MP particles with a low (polyamide; PA66), medium (polybutylene adipate terephthalate; PBAT), and high (polyethylene terephthalate; PET) density to validate separation performance. Both pristine and soil-incubated MP mixtures showed clear banding patterns at expected buoyant densities after isopycnic separation. μFTIR imaging of subsamples collected from resolved MP fractions showed a polymer-specific separation of ≥87.6 %. In addition, the quantitative recovery of MP particles from soil was between 86 and 99 %. The potential of isopycnic ultracentrifugation to preserve MP-associated biofilms was also assessed. Soil-incubated MP particles were inspected by confocal laser scanning microscopy before and after isopycnic separation, indicating a preservation of bioorganic structures. Hence, isopycnic ultracentrifugation offers a powerful novel approach for a polymer-specific extraction and resolution of MP particles with a wide potential for applications in MP research.
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Affiliation(s)
- Aileen Jakobs
- Chair of Ecological Microbiology, Bayreuth Center of Ecology and Environmental Research (BayCEER), University of Bayreuth, Germany
| | - Elif Gürkal
- Chair of Ecological Microbiology, Bayreuth Center of Ecology and Environmental Research (BayCEER), University of Bayreuth, Germany
| | - Julia N Möller
- Chair of Animal Ecology I, Bayreuth Center of Ecology and Environmental Research (BayCEER), University of Bayreuth, Germany
| | - Martin G J Löder
- Chair of Animal Ecology I, Bayreuth Center of Ecology and Environmental Research (BayCEER), University of Bayreuth, Germany
| | - Christian Laforsch
- Chair of Animal Ecology I, Bayreuth Center of Ecology and Environmental Research (BayCEER), University of Bayreuth, Germany
| | - Tillmann Lueders
- Chair of Ecological Microbiology, Bayreuth Center of Ecology and Environmental Research (BayCEER), University of Bayreuth, Germany.
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8
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Ramsperger AFRM, Bergamaschi E, Panizzolo M, Fenoglio I, Barbero F, Peters R, Undas A, Purker S, Giese B, Lalyer CR, Tamargo A, Moreno-Arribas MV, Grossart HP, Kühnel D, Dietrich J, Paulsen F, Afanou AK, Zienolddiny-Narui S, Eriksen Hammer S, Kringlen Ervik T, Graff P, Brinchmann BC, Nordby KC, Wallin H, Nassi M, Benetti F, Zanella M, Brehm J, Kress H, Löder MGJ, Laforsch C. Nano- and microplastics: a comprehensive review on their exposure routes, translocation, and fate in humans. NanoImpact 2023; 29:100441. [PMID: 36427812 DOI: 10.1016/j.impact.2022.100441] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 11/15/2022] [Accepted: 11/17/2022] [Indexed: 06/16/2023]
Abstract
Contamination of the environment with nano-and microplastic particles (NMPs) and its putative adverse effects on organisms, ecosystems, and human health is gaining increasing scientific and public attention. Various studies show that NMPs occur abundantly within the environment, leading to a high likelihood of human exposure to NMPs. Here, different exposure scenarios can occur. The most notable exposure routes of NMPs into the human body are via the airways and gastrointestinal tract (GIT) through inhalation or ingestion, but also via the skin due to the use of personal care products (PCPs) containing NMPs. Once NMPs have entered the human body, it is possible that they are translocated from the exposed organ to other body compartments. In our review article, we combine the current knowledge on the (1) exposure routes of NMPs to humans with the basic understanding of the potential (2) translocation mechanisms into human tissues and, consequently, their (3) fate within the human body. Regarding the (1) exposure routes, we reviewed the current knowledge on the occurrence of NMPs in food, beverages, personal care products and the air (focusing on indoors and workplaces) and found that the studies suggest an abundant presence of MPs within the exposure scenarios. The overall abundance of MPs in exposure matrices relevant to humans highlights the importance of understanding whether NMPs have the potential for tissue translocation. Therefore, we describe the current knowledge on the potential (2) translocation pathways of NMPs from the skin, GIT and respiratory systems to other body compartments. Here, particular attention was paid to how likely NMPs can translocate from the primary exposed organs to secondary organs due to naturally occurring defence mechanisms against tissue translocation. Based on the current understanding, we conclude that a dermal translocation of NMPs is rather unlikely. In contrast, small MPs and NPs can generally translocate from the GIT and respiratory system to other tissues. Thus, we reviewed the existing literature on the (3) fate of NMPs within the human body. Based on the current knowledge of the contamination of human exposure routes and the potential translocation mechanisms, we critically discuss the size of the detected particles reported in the fate studies. In some cases, the particles detected in human tissue samples exceed the size of a particle to overcome biological barriers allowing particle translocation into tissues. Therefore, we emphasize the importance of critically reading and discussing the presented results of NMP in human tissue samples.
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Affiliation(s)
- Anja F R M Ramsperger
- Animal Ecology I & BayCEER, University of Bayreuth, Bayreuth, Germany; Biological Physics, University of Bayreuth, Bayreuth, Germany
| | - Enrico Bergamaschi
- Department of Public Health and Pediatrics, University of Turin, Turin, Italy
| | - Marco Panizzolo
- Department of Public Health and Pediatrics, University of Turin, Turin, Italy
| | - Ivana Fenoglio
- Department of Chemistry, University of Turin, Turin, Italy
| | | | - Ruud Peters
- Wageningen Food Safety Research, Wageningen University & Research, Wageningen, the Netherlands
| | - Anna Undas
- Wageningen Food Safety Research, Wageningen University & Research, Wageningen, the Netherlands
| | - Sebastian Purker
- Institute of Safety and Risk Sciences (ISR), University of Natural Resources and Life Sciences, Vienna, Austria
| | - Bernd Giese
- Institute of Safety and Risk Sciences (ISR), University of Natural Resources and Life Sciences, Vienna, Austria
| | - Carina R Lalyer
- Institute of Safety and Risk Sciences (ISR), University of Natural Resources and Life Sciences, Vienna, Austria
| | - Alba Tamargo
- Institute of Food Science Research (CIAL), CSIC-UAM, Madrid, Spain
| | | | - Hans-Peter Grossart
- Plankton and Microbial Ecology, Leibniz Institute for Freshwater Ecology and Inland Fisheries (IGB), Berlin, Germany; Biochemistry and Biology, Potsdam University, Potsdam, Germany
| | - Dana Kühnel
- Helmholtz Centre for Environmental Research GmbH - UFZ, Leipzig, Germany
| | - Jana Dietrich
- Institute of Functional and Clinical Anatomy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Friedrich Paulsen
- Institute of Functional and Clinical Anatomy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | | | | | | | | | - Pål Graff
- National Institute of Occupational Health, Oslo, Norway
| | - Bendik C Brinchmann
- National Institute of Occupational Health, Oslo, Norway; Section of Air Pollution and Noise, Department of Environment and Health, Norwegian Institute of Public Health, Oslo, Norway
| | | | - Håkan Wallin
- National Institute of Occupational Health, Oslo, Norway
| | | | | | | | - Julian Brehm
- Animal Ecology I & BayCEER, University of Bayreuth, Bayreuth, Germany
| | - Holger Kress
- Biological Physics, University of Bayreuth, Bayreuth, Germany
| | - Martin G J Löder
- Animal Ecology I & BayCEER, University of Bayreuth, Bayreuth, Germany
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Bergami E, Ferrari E, Löder MGJ, Birarda G, Laforsch C, Vaccari L, Corsi I. Textile microfibers in wild Antarctic whelk Neobuccinum eatoni (Smith, 1875) from Terra Nova Bay (Ross Sea, Antarctica). Environ Res 2023; 216:114487. [PMID: 36265599 DOI: 10.1016/j.envres.2022.114487] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 08/26/2022] [Accepted: 09/30/2022] [Indexed: 06/16/2023]
Abstract
Antarctica has been affected directly and indirectly by human pressure for more than two centuries and recently plastic pollution has been recognized as a further potential threat for its unique biodiversity. Global long-range transport as well as local input from anthropogenic activities are potential sources of plastic pollution in both terrestrial and marine Antarctic territories. The present study evaluated the presence of microplastics in specimens of the Antarctic whelk Neobuccinum eatoni, a key species in benthic communities of the Ross Sea, one of the largest marine protected areas worldwide. To this aim, a thermo-oxidative extraction method was applied for microplastic isolation and quantification, and polymer identification was performed by manual μ-FTIR spectroscopy. Textile (semi-)synthetic or composite microfibers (length range: 0.8-5.7 mm) were found in 27.3% of whelk specimens, suggesting a low risk of bioaccumulation along Antarctic benthic food webs in the Ross Sea. Their polymer composition (of polyethylene terephthalate and cellulose-polyamide composites) matched those of outdoor technical clothing in use by the personnel of the Italian "Mario Zucchelli" station near Terra Nova Bay in the Ross Sea. Such findings indicate that sewage from base stations may act as potential local sources of textile microplastic fibers in this remote environment. More in-depth monitoring studies aiming at defining the extent of microplastic contamination related to such sources in Antarctica are encouraged.
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Affiliation(s)
- E Bergami
- Department of Physical, Earth and Environmental Sciences, University of Siena, Siena, 53100, Italy; Department of Life Sciences, University of Modena and Reggio Emilia, Via Campi 213/D, 41125, Modena, Italy.
| | - E Ferrari
- Department of Physical, Earth and Environmental Sciences, University of Siena, Siena, 53100, Italy
| | - M G J Löder
- Department of Animal Ecology I and BayCEER, University of Bayreuth, 95440, Bayreuth, Germany
| | - G Birarda
- SISSI-Chemical and Life Science Branch, Elettra-Sincrotrone Trieste, S.S. 14 Km 163.5, 34149, Basovizza, Trieste, Italy
| | - C Laforsch
- Department of Animal Ecology I and BayCEER, University of Bayreuth, 95440, Bayreuth, Germany
| | - L Vaccari
- SISSI-Chemical and Life Science Branch, Elettra-Sincrotrone Trieste, S.S. 14 Km 163.5, 34149, Basovizza, Trieste, Italy
| | - I Corsi
- Department of Physical, Earth and Environmental Sciences, University of Siena, Siena, 53100, Italy
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10
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Mondellini S, Schott M, Löder MGJ, Agarwal S, Greiner A, Laforsch C. Beyond microplastics: Water soluble synthetic polymers exert sublethal adverse effects in the freshwater cladoceran Daphnia magna. Sci Total Environ 2022; 847:157608. [PMID: 35901884 DOI: 10.1016/j.scitotenv.2022.157608] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 07/15/2022] [Accepted: 07/20/2022] [Indexed: 06/15/2023]
Abstract
Plastic pollution is considered one of the causes of global change. However, water soluble synthetic polymers (WSSPs) have been neglected so far, although they are used in several industrial, dietary, domestic and biomedical products. Moreover, they are applied in wastewater treatment plants (WWTPs) as flocculants and coagulant agents. Hence, their presence in the aquatic environment as well as their uptake by aquatic organisms is probable, whereas no data are available regarding their potential adverse effects. Here we show in the freshwater key species D. magna exposed to five different WSSPs life history changes along with an altered level of reactive oxygen species, although acute mortality was not observed. Since daphnids act as keystone species in lake ecosystems by controlling phytoplankton biomass, even sublethal effects such as WSSPs induced changes in life history may result in cascading effects, from lower to higher trophic levels, which in turn could affect the whole food web.
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Affiliation(s)
- Simona Mondellini
- Animal Ecology I, Universitaetsstraße 30, 95447 Bayreuth, Germany; BayCEER, Universitaetsstraße 30, 95447 Bayreuth, Germany.
| | - Matthias Schott
- Animal Ecology I, Universitaetsstraße 30, 95447 Bayreuth, Germany; BayCEER, Universitaetsstraße 30, 95447 Bayreuth, Germany.
| | - Martin G J Löder
- Animal Ecology I, Universitaetsstraße 30, 95447 Bayreuth, Germany; BayCEER, Universitaetsstraße 30, 95447 Bayreuth, Germany.
| | - Seema Agarwal
- Macromolecolar Chemistry II, Universitaetsstraße 30, 95447 Bayreuth, Germany.
| | - Andreas Greiner
- Macromolecolar Chemistry II, Universitaetsstraße 30, 95447 Bayreuth, Germany.
| | - Christian Laforsch
- Animal Ecology I, Universitaetsstraße 30, 95447 Bayreuth, Germany; BayCEER, Universitaetsstraße 30, 95447 Bayreuth, Germany.
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11
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Rolf M, Laermanns H, Kienzler L, Pohl C, Möller JN, Laforsch C, Löder MGJ, Bogner C. Flooding frequency and floodplain topography determine abundance of microplastics in an alluvial Rhine soil. Sci Total Environ 2022; 836:155141. [PMID: 35405226 DOI: 10.1016/j.scitotenv.2022.155141] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 03/20/2022] [Accepted: 04/05/2022] [Indexed: 06/14/2023]
Abstract
Rivers are major pathways for the transport of microplastics towards the oceans, and many studies focus on microplastic abundance in fluvial ecosystems. Although flooding strongly affects transport of microplastics, knowledge about the potential input via floodwaters, spatial distribution, and fate of microplastics in adjacent floodplains remains very limited. In this study, we suggest that local topography and flood frequency could influence the abundance of microplastics in floodplains. Based on this concept, we took soil samples in a Rhine River floodplain in two different depths (0-5 cm and 5-20 cm) along three transects with increasing distance to the river and analysed the abundance of microplastics via FTIR spectroscopy. Flood frequency of the transects was estimated by a combination of hydrodynamic modelling with MIKE 21 (DHI, Hørsholm Denmark) and analysis of time series of water levels. Microplastic abundance per kg dry soil varied between 25,502 to 51,119 particles in the top 5 cm and 25,616 to 84,824 particles in the deeper soil (5-20 cm). The results of our study indicate that local topography and resulting flooding patterns are responsible for the amount of microplastics found at the respective transect. Differences in soil properties, vegetation cover and signs of earthworm activity in the soil profile seem to be related to microplastic migration and accumulation in the deeper soil. The interdisciplinary approach we used in our work can be applied to other floodplains to elucidate the respective processes. This information is essentially important both for locating potential microplastic sinks for process-informed sampling designs and to identify areas of increased bioavailability of microplastics for proper ecological risk assessment.
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Affiliation(s)
- Markus Rolf
- Ecosystem Research Group, Institute of Geography, Faculty of Mathematics and Natural Sciences, University of Cologne, 50923 Cologne, Germany
| | - Hannes Laermanns
- Ecosystem Research Group, Institute of Geography, Faculty of Mathematics and Natural Sciences, University of Cologne, 50923 Cologne, Germany
| | - Lukas Kienzler
- Ecosystem Research Group, Institute of Geography, Faculty of Mathematics and Natural Sciences, University of Cologne, 50923 Cologne, Germany
| | | | - Julia N Möller
- Animal Ecology I, BayCEER, University of Bayreuth, 95440 Bayreuth, Germany
| | - Christian Laforsch
- Animal Ecology I, BayCEER, University of Bayreuth, 95440 Bayreuth, Germany
| | - Martin G J Löder
- Animal Ecology I, BayCEER, University of Bayreuth, 95440 Bayreuth, Germany.
| | - Christina Bogner
- Ecosystem Research Group, Institute of Geography, Faculty of Mathematics and Natural Sciences, University of Cologne, 50923 Cologne, Germany.
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12
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Schrank I, Möller JN, Imhof HK, Hauenstein O, Zielke F, Agarwal S, Löder MGJ, Greiner A, Laforsch C. Microplastic sample purification methods - Assessing detrimental effects of purification procedures on specific plastic types. Sci Total Environ 2022; 833:154824. [PMID: 35351498 DOI: 10.1016/j.scitotenv.2022.154824] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Revised: 03/02/2022] [Accepted: 03/21/2022] [Indexed: 06/14/2023]
Abstract
In search of effective, fast, and cheap methods to purify environmental samples for microplastic analysis, scientific literature provides various purification protocols. However, while most of these protocols effectively purify the samples, some may also degrade the targeted polymers. This study was conducted to systematically compare the effects of purification protocols based on acidic, alkaline, oxidative, and enzymatic digestion and extraction via density separation on eight of the most relevant plastic types. It offers insights into how specific purification protocols may compromise microplastic detection by documenting visible and gravimetric effects, analyzing potential surface degradation using Fourier transform infrared spectroscopy (FTIR) and bulk erosion on a molecular level using gel permeation chromatography (GPC). For example, protocols using strong acids and high temperatures are likely to completely dissolve or cause strong degradation to a wide range of polymers (PA, PC, PET, PS, PUR & PVC), while strong alkaline solutions may damage PC and PET. Contrarily, Fenton's reagent, multiple enzymatic digestion steps, as well as treatment with a zinc chloride solution frequently used for density-separation, do not degrade the eight polymers tested here. Therefore, their implementation in microplastic sample processing may be considered an essential stepping-stone towards a standardized protocol for future microplastics analyses.
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Affiliation(s)
- Isabella Schrank
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95440 Bayreuth, Germany
| | - Julia N Möller
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95440 Bayreuth, Germany
| | - Hannes K Imhof
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95440 Bayreuth, Germany
| | - Oliver Hauenstein
- Macromolecular Chemistry II, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Franziska Zielke
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95440 Bayreuth, Germany
| | - Seema Agarwal
- Macromolecular Chemistry II, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Martin G J Löder
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95440 Bayreuth, Germany
| | - Andreas Greiner
- Macromolecular Chemistry II, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Christian Laforsch
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95440 Bayreuth, Germany.
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13
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Kernchen S, Löder MGJ, Fischer F, Fischer D, Moses SR, Georgi C, Nölscher AC, Held A, Laforsch C. Airborne microplastic concentrations and deposition across the Weser River catchment. Sci Total Environ 2022; 818:151812. [PMID: 34808158 DOI: 10.1016/j.scitotenv.2021.151812] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 11/01/2021] [Accepted: 11/15/2021] [Indexed: 06/13/2023]
Abstract
Microplastic (MP) appears to be omnipresent in the atmosphere, raising concerns about dispersion across environmental compartments, ecological consequences and human health risks by inhalation. To date, data on the sources of atmospheric MP and deposition to river catchment areas are still sparse. We, therefore, took aerosol and total atmospheric deposition samples in the catchment area of the large German river Weser to estimate microplastic deposition fluxes (DFs) at six specific sites and airborne MP concentrations. Sampling in rural, suburban, and urban environments and wastewater treatment plants (WWTPs) was performed, aiming at a variation in airborne MP pollution and elucidating potential MP source areas. Aerosol samples were taken twice in April and October while monthly total deposition samples were collected over a period from March to October. Microplastics were detected in all analysed aerosol samples by Raman spectroscopy down to 4 μm, and in all 32 total deposition samples by μFT-IR down to 11 μm. Average MP number concentrations of 91 ± 47 m-3 were found in aerosol samples. The measured total MP number DFs ranged between 10 and 367 N m-2 day-1 (99 ± 85 mean ± SD) corresponding to total deposition of 0.05 ± 0.1 kg ha-1 per year and to an estimated 232 metric tons of plastic being deposited in the Weser River catchment annually. MP number DFs were higher in urban than rural sites. An effect of WWTPs on the MP abundance in air was not observed. Polypropylene, polyethylene, polyethylene terephthalate, polyvinyl chloride, polystyrene, and silicone fragments were found as the predominant polymer types in total deposition samples, while polyethylene particles dominated in aerosol samples. The results suggest that proximity to sources, especially to cities, increase the numbers of MP found in the atmosphere. It further indicates that atmospheric MP considerably contributes to the contamination of both aquatic and terrestrial habitats.
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Affiliation(s)
- Sarmite Kernchen
- Department of Atmospheric Chemistry, University of Bayreuth, Bayreuth 95440, Germany
| | - Martin G J Löder
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Bayreuth 95440, Germany
| | - Franziska Fischer
- Leibniz Institute of Polymer Research Dresden, Dresden 01069, Germany
| | - Dieter Fischer
- Leibniz Institute of Polymer Research Dresden, Dresden 01069, Germany
| | - Sonya R Moses
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Bayreuth 95440, Germany
| | - Christoph Georgi
- Chair of Environmental Chemistry and Air Research, Technische Universität Berlin, Berlin 10623, Germany
| | - Anke C Nölscher
- Department of Atmospheric Chemistry, University of Bayreuth, Bayreuth 95440, Germany
| | - Andreas Held
- Chair of Environmental Chemistry and Air Research, Technische Universität Berlin, Berlin 10623, Germany.
| | - Christian Laforsch
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Bayreuth 95440, Germany.
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14
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Möller JN, Heisel I, Satzger A, Vizsolyi EC, Oster SDJ, Agarwal S, Laforsch C, Löder MGJ. Tackling the Challenge of Extracting Microplastics from Soils: A Protocol to Purify Soil Samples for Spectroscopic Analysis. Environ Toxicol Chem 2022; 41:844-857. [PMID: 33620097 DOI: 10.1002/etc.5024] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 10/28/2020] [Accepted: 02/19/2021] [Indexed: 06/12/2023]
Abstract
Microplastic pollution in soils is an emerging topic in the scientific community, with researchers striving to determine the occurrence and the impact of microplastics on soil health, ecology, and functionality. However, information on the microplastic contamination of soils is limited because of a lack of suitable analytical methods. Because micro-Fourier-transform infrared spectroscopy (µ-FTIR), next to Raman spectroscopy, is one of the few methods that allows the determination of the number, polymer type, shape, and size of microplastic particles, the present study addresses the challenge of purifying soil samples sufficiently to allow a subsequent µ-FTIR analysis. A combination of freeze-drying, sieving, density separation, and a sequential enzymatic-oxidative digestion protocol enables removal of the mineral mass (>99.9% dry wt) and an average reduction of 77% dry weight of the remaining organic fraction. In addition to visual integrity, attenuated total reflectance FTIR, gel permeation chromatography, and differential scanning calorimetry showed that polyamide, polyethylene, polyethylene terephthalate, and polyvinyl chloride in the size range of 100 to 400 µm were not affected by the approach. However, biodegradable polylactic acid showed visible signs of degradation and reduced molecular weight distribution after protease treatment. Nevertheless, the presented purification protocol is a reliable and robust method to purify relatively large soil samples of approximately 250 g dry weight for spectroscopic analysis in microplastic research and has been shown to recover various microplastic fibers and fragments down to a size of 10 µm from natural soil samples. Environ Toxicol Chem 2022;41:844-857. © 2021 The Authors. Environmental Toxicology and Chemistry published by Wiley Periodicals LLC on behalf of SETAC.
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Affiliation(s)
- Julia N Möller
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Bayreuth, Germany
| | - Ingrid Heisel
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Bayreuth, Germany
| | - Anna Satzger
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Bayreuth, Germany
| | - Eva C Vizsolyi
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Bayreuth, Germany
| | - S D Jakob Oster
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Bayreuth, Germany
| | - Seema Agarwal
- Department of Macromolecular Chemistry II, University of Bayreuth, Bayreuth, Germany
| | - Christian Laforsch
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Bayreuth, Germany
| | - Martin G J Löder
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Bayreuth, Germany
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15
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Ritschar S, Schirmer E, Hufnagl B, Löder MGJ, Römpp A, Laforsch C. Classification of target tissues of Eisenia fetida using sequential multimodal chemical analysis and machine learning. Histochem Cell Biol 2022; 157:127-137. [PMID: 34750664 PMCID: PMC8847259 DOI: 10.1007/s00418-021-02037-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/21/2021] [Indexed: 12/22/2022]
Abstract
Acquiring comprehensive knowledge about the uptake of pollutants, impact on tissue integrity and the effects at the molecular level in organisms is of increasing interest due to the environmental exposure to numerous contaminants. The analysis of tissues can be performed by histological examination, which is still time-consuming and restricted to target-specific staining methods. The histological approaches can be complemented with chemical imaging analysis. Chemical imaging of tissue sections is typically performed using a single imaging approach. However, for toxicological testing of environmental pollutants, a multimodal approach combined with improved data acquisition and evaluation is desirable, since it may allow for more rapid tissue characterization and give further information on ecotoxicological effects at the tissue level. Therefore, using the soil model organism Eisenia fetida as a model, we developed a sequential workflow combining Fourier transform infrared spectroscopy (FTIR) and matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI-MSI) for chemical analysis of the same tissue sections. Data analysis of the FTIR spectra via random decision forest (RDF) classification enabled the rapid identification of target tissues (e.g., digestive tissue), which are relevant from an ecotoxicological point of view. MALDI imaging analysis provided specific lipid species which are sensitive to metabolic changes and environmental stressors. Taken together, our approach provides a fast and reproducible workflow for label-free histochemical tissue analyses in E. fetida, which can be applied to other model organisms as well.
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Affiliation(s)
- Sven Ritschar
- Department of Animal Ecology i and BayCEER, University of Bayreuth, Bayreuth, Germany
| | - Elisabeth Schirmer
- Department of Bioanalytical Sciences and Food Analysis, University of Bayreuth, Bayreuth, Germany
| | - Benedikt Hufnagl
- Institute of Chemical Technologies and Analytics, Vienna, TU, Austria
- Purency GmbH, Walfischgasse 8/34, T1010, Vienna, Austria
| | - Martin G J Löder
- Department of Animal Ecology i and BayCEER, University of Bayreuth, Bayreuth, Germany
| | - Andreas Römpp
- Department of Bioanalytical Sciences and Food Analysis, University of Bayreuth, Bayreuth, Germany.
| | - Christian Laforsch
- Department of Animal Ecology i and BayCEER, University of Bayreuth, Bayreuth, Germany.
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16
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Hufnagl B, Stibi M, Martirosyan H, Wilczek U, Möller JN, Löder MGJ, Laforsch C, Lohninger H. Computer-Assisted Analysis of Microplastics in Environmental Samples Based on μFTIR Imaging in Combination with Machine Learning. Environ Sci Technol Lett 2022; 9:90-95. [PMID: 35036459 PMCID: PMC8757466 DOI: 10.1021/acs.estlett.1c00851] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 11/29/2021] [Accepted: 12/02/2021] [Indexed: 05/26/2023]
Abstract
The problem of automating the data analysis of microplastics following a spectroscopic measurement such as focal plane array (FPA)-based micro-Fourier transform infrared (FTIR), Raman, or QCL is gaining ever more attention. Ease of use of the analysis software, reduction of expert time, analysis speed, and accuracy of the result are key for making the overall process scalable and thus allowing nonresearch laboratories to offer microplastics analysis as a service. Over the recent years, the prevailing approach has been to use spectral library search to automatically identify spectra of the sample. Recent studies, however, showed that this approach is rather limited in certain contexts, which led to developments for making library searches more robust but on the other hand also paved the way for introducing more advanced machine learning approaches. This study describes a model-based machine learning approach based on random decision forests for the analysis of large FPA-μFTIR data sets of environmental samples. The model can distinguish between more than 20 different polymer types and is applicable to complex matrices. The performance of the model under these demanding circumstances is shown based on eight different data sets. Further, a Monte Carlo cross validation has been performed to compute error rates such as sensitivity, specificity, and precision.
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Affiliation(s)
- Benedikt Hufnagl
- Institute
of Chemical Technologies and Analytics, Vienna University of Technology, A 1060 Vienna, Austria
- Purency
GmbH, Walfischgasse 8/34, A 1010 Vienna, Austria
| | - Michael Stibi
- Purency
GmbH, Walfischgasse 8/34, A 1010 Vienna, Austria
| | - Heghnar Martirosyan
- Department
of Animal Ecology I and BayCEER, University
of Bayreuth, D 95 440 Bayreuth, Germany
| | - Ursula Wilczek
- Department
of Animal Ecology I and BayCEER, University
of Bayreuth, D 95 440 Bayreuth, Germany
| | - Julia N. Möller
- Department
of Animal Ecology I and BayCEER, University
of Bayreuth, D 95 440 Bayreuth, Germany
| | - Martin G. J. Löder
- Department
of Animal Ecology I and BayCEER, University
of Bayreuth, D 95 440 Bayreuth, Germany
| | - Christian Laforsch
- Department
of Animal Ecology I and BayCEER, University
of Bayreuth, D 95 440 Bayreuth, Germany
| | - Hans Lohninger
- Institute
of Chemical Technologies and Analytics, Vienna University of Technology, A 1060 Vienna, Austria
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17
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Weig AR, Löder MGJ, Ramsperger AFRM, Laforsch C. In situ Prokaryotic and Eukaryotic Communities on Microplastic Particles in a Small Headwater Stream in Germany. Front Microbiol 2021; 12:660024. [PMID: 34912303 PMCID: PMC8667586 DOI: 10.3389/fmicb.2021.660024] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 11/04/2021] [Indexed: 01/04/2023] Open
Abstract
The ubiquitous use of plastic products in our daily life is often accompanied by improper disposal. The first interactions of plastics with organisms in the environment occur by overgrowth or biofilm formation on the particle surface, which can facilitate the ingestion by animals. In order to elucidate the colonization of plastic particles by prokaryotic and eukaryotic microorganisms in situ, we investigated microbial communities in biofilms on four different polymer types and on mineral particles in a small headwater stream 500 m downstream of a wastewater treatment plant in Germany. Microplastic and mineral particles were exposed to the free-flowing water for 4 weeks in spring and in summer. The microbial composition of the developing biofilm was analyzed by 16S and 18S amplicon sequencing. Despite the expected seasonal differences in the microbial composition of pro- and eukaryotic communities, we repeatedly observed polymer type-specific differentiation in both seasons. The order of polymer type-specific prokaryotic and eukaryotic community distances calculated by Robust Aitchison principal component analysis (PCA) was the same in spring and summer samples. However, the magnitude of the distance differed considerably between polymer types. Prokaryotic communities on polyethylene particles exhibited the most considerable difference to other particles in summer, while eukaryotic communities on polypropylene particles showed the most considerable difference to other spring samples. The most contributing bacterial taxa to the polyethylene-specific differentiation belong to the Planctomycetales, Saccharimonadales, Bryobacterales, uncultured Acidiomicrobia, and Gemmatimonadales. The most remarkable differences in eukaryotic microorganism abundances could be observed in several distinct groups of Ciliophora (ciliates) and Chlorophytes (green algae). Prediction of community functions from taxonomic abundances revealed differences between spring and summer, and – to a lesser extent – also between polymer types and mineral surfaces. Our results show that different microplastic particles were colonized by different biofilm communities. These findings may be used for advanced experimental designs to investigate the role of microorganisms on the fate of microplastic particles in freshwater ecosystems.
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Affiliation(s)
- Alfons R Weig
- Genomics and Bioinformatics, Bayreuth Center of Ecology and Environmental Research, University of Bayreuth, Bayreuth, Germany
| | - Martin G J Löder
- Animal Ecology, Bayreuth Center of Ecology and Environmental Research, University of Bayreuth, Bayreuth, Germany
| | - Anja F R M Ramsperger
- Animal Ecology, Bayreuth Center of Ecology and Environmental Research, University of Bayreuth, Bayreuth, Germany.,Biological Physics, University of Bayreuth, Bayreuth, Germany
| | - Christian Laforsch
- Animal Ecology, Bayreuth Center of Ecology and Environmental Research, University of Bayreuth, Bayreuth, Germany
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18
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Teichert S, Löder MGJ, Pyko I, Mordek M, Schulbert C, Wisshak M, Laforsch C. Microplastic contamination of the drilling bivalve Hiatella arctica in Arctic rhodolith beds. Sci Rep 2021; 11:14574. [PMID: 34272428 PMCID: PMC8285507 DOI: 10.1038/s41598-021-93668-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 06/28/2021] [Indexed: 11/12/2022] Open
Abstract
There is an increasing number of studies reporting microplastic (MP) contamination in the Arctic environment. We analysed MP abundance in samples from a marine Arctic ecosystem that has not been investigated in this context and that features a high biodiversity: hollow rhodoliths gouged by the bivalve Hiatella arctica. This bivalve is a filter feeder that potentially accumulates MPs and may therefore reflect MP contamination of the rhodolith ecosystem at northern Svalbard. Our analyses revealed that 100% of the examined specimens were contaminated with MP, ranging between one and 184 MP particles per bivalve in samples from two water depths. Polymer composition and abundance differed strongly between both water depths: samples from 40 m water depth showed a generally higher concentration of MPs and were clearly dominated by polystyrene, samples from 27 m water depth were more balanced in composition, mainly consisting of polyethylene, polyethylene terephthalate, and polypropylene. Long-term consequences of MP contamination in the investigated bivalve species and for the rhodolith bed ecosystem are yet unclear. However, the uptake of MPs may potentially impact H. arctica and consequently its functioning as ecosystem engineers in Arctic rhodolith beds.
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Affiliation(s)
- Sebastian Teichert
- GeoZentrum Nordbayern, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054, Erlangen, Germany.
| | - Martin G J Löder
- Department of Animal Ecology I and BayCEER, University of Bayreuth, 95440, Bayreuth, Germany
| | - Ines Pyko
- GeoZentrum Nordbayern, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054, Erlangen, Germany
| | - Marlene Mordek
- Department of Animal Ecology I and BayCEER, University of Bayreuth, 95440, Bayreuth, Germany
| | - Christian Schulbert
- GeoZentrum Nordbayern, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054, Erlangen, Germany
| | - Max Wisshak
- Marine Research Department, Senckenberg am Meer, 26382, Wilhelmshaven, Germany
| | - Christian Laforsch
- Department of Animal Ecology I and BayCEER, University of Bayreuth, 95440, Bayreuth, Germany
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19
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Meides N, Menzel T, Poetzschner B, Löder MGJ, Mansfeld U, Strohriegl P, Altstaedt V, Senker J. Reconstructing the Environmental Degradation of Polystyrene by Accelerated Weathering. Environ Sci Technol 2021; 55:7930-7938. [PMID: 34018732 DOI: 10.1021/acs.est.0c07718] [Citation(s) in RCA: 63] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
The fragmentation of macro- into microplastics (MP) is the main source of MP in the environment. Nevertheless, knowledge about degradation mechanisms, changes in chemical composition, morphology, and residence times is still limited. Here, we present a long-term accelerated weathering study on polystyrene (PS) tensile bars and MP particles using simulated solar radiation and mechanical stress. The degradation process was monitored by gel permeation chromatography (GPC), scanning electron microscopy (SEM), energy-dispersive X-ray (EDX), 13C magic-angle spinning (MAS) NMR spectroscopy, tensile testing, and Monte Carlo simulations. We verified that degradation proceeds in two main stages. Stage I is dominated by photooxidation in a near-surface layer. During stage II, microcrack formation and particle rupturing accelerate the degradation. Depending on the ratio and intensity of the applied stress factors, MP degradation kinetics and lifetimes vary dramatically and an increasing amount of small MP fragments with high proportions of carboxyl, peroxide, and keto groups is continuously released into the environment. The enhanced surface area for adsorbing pollutants and forming biofilms modifies the uptake behavior and interaction with organisms together with potential ecological risks. We expect the proposed two-stage model to be valid for predicting the abiotic degradation of other commodity plastics with a carbon-carbon backbone.
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Affiliation(s)
- Nora Meides
- Department of Macromolecular Chemistry I, University of Bayreuth, Universitätsstraße 30, 95447 Bayreuth, Germany
| | - Teresa Menzel
- Department of Polymer Engineering, University of Bayreuth, Universitätsstraße 30, 95447 Bayreuth, Germany
| | - Björn Poetzschner
- Department of Inorganic Chemistry III, University of Bayreuth, Universitätsstraße 30, 95447 Bayreuth, Germany
| | - Martin G J Löder
- Department of Animal Ecology I, University of Bayreuth, Universitätsstraße 30, 95447 Bayreuth, Germany
| | - Ulrich Mansfeld
- Bavarian Polymer Institute, University of Bayreuth, Universitätsstraße 30, 95447 Bayreuth, Germany
| | - Peter Strohriegl
- Department of Macromolecular Chemistry I, University of Bayreuth, Universitätsstraße 30, 95447 Bayreuth, Germany
| | - Volker Altstaedt
- Department of Polymer Engineering, University of Bayreuth, Universitätsstraße 30, 95447 Bayreuth, Germany
| | - Jürgen Senker
- Department of Inorganic Chemistry III, University of Bayreuth, Universitätsstraße 30, 95447 Bayreuth, Germany
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20
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Vinay Kumar BN, Löschel LA, Imhof HK, Löder MGJ, Laforsch C. Analysis of microplastics of a broad size range in commercially important mussels by combining FTIR and Raman spectroscopy approaches. Environ Pollut 2021; 269:116147. [PMID: 33280916 DOI: 10.1016/j.envpol.2020.116147] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Revised: 10/22/2020] [Accepted: 11/20/2020] [Indexed: 06/12/2023]
Abstract
Microplastic (MP) contamination is present in the entire marine environment from the sediment to the water surface and down to the deep sea. This ubiquitous presence of MP particles opens the possibility for their ingestion by nearly all species in the marine ecosystem. Reports have shown that MP particles are present in local commercial seafood species leading to the possible human ingestion of these particles. However, due to a lack of harmonized methods to identify microplastics (MPs), results from different studies and locations can hardly be compared. Hence, this study was aimed to detect, quantify, and estimate MP contamination in commercially important mussels originating from 12 different countries distributed worldwide. All mussels were obtained from supermarkets and were intended for human consumption. Using a combinatorial approach of focal plane array (FPA)-based micro- Fourier-transform infrared (FTIR) spectroscopy and micro-Raman spectroscopy allowed the detection and characterization of MP down to a size of 3 μm in the investigated mussels. Further, a gentle sample purification method based on enzymes has been modified in order to optimize the digestion of organic material in mussels. A random forest classification (RFC) approach, which allows a rapid discrimination between different polymer types and thus fast generation of data on MP abundance and size distributions with high accuracy, was implemented in the analytical pipeline for IR spectra. Additionally, for the first time we also applied a RFC approach for the automated characterization of Raman spectra of MPs.
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Affiliation(s)
- B N Vinay Kumar
- Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstrasse 30, 95440, Bayreuth, Germany
| | - Lena A Löschel
- Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstrasse 30, 95440, Bayreuth, Germany
| | - Hannes K Imhof
- Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstrasse 30, 95440, Bayreuth, Germany
| | - Martin G J Löder
- Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstrasse 30, 95440, Bayreuth, Germany
| | - Christian Laforsch
- Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstrasse 30, 95440, Bayreuth, Germany.
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21
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Abstract
Research on microplastics in soils is still uncommon, and the existing publications are often incomparable due to the use of different sampling, processing, and analytical methods. Given the complex nature of soils, a suitable and efficient method for standardized microplastic analysis in the soil matrix has yet to be found. This paper proposes a critical review on the different published methods for sampling, extraction, purification, and identification/quantification of microplastics in complex environmental matrices, with the main focus on their applicability for soil samples. While large microplastic particles can be manually sorted out and verified with chemical analysis, sample preparation for smaller microplastic analysis is usually more difficult. Of the analytical approaches proposed in the literature, some are established, whereas others are a proof of principle and have not yet been applied to environmental samples. For the sake of development, all approaches are discussed and assessed for their potential applicability for soil samples. So far, none of the published methods seems ideally suitable for the analysis of smaller microplastics in soil samples, but slight modifications and combinations of methods may prove promising and need to be explored.
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Affiliation(s)
- Julia N Möller
- Department of Animal Ecology I and BayCEER , University of Bayreuth , Bayreuth , Germany
| | - Martin G J Löder
- Department of Animal Ecology I and BayCEER , University of Bayreuth , Bayreuth , Germany
| | - Christian Laforsch
- Department of Animal Ecology I and BayCEER , University of Bayreuth , Bayreuth , Germany
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22
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Schrank I, Trotter B, Dummert J, Scholz-Böttcher BM, Löder MGJ, Laforsch C. Effects of microplastic particles and leaching additive on the life history and morphology of Daphnia magna. Environ Pollut 2019; 255:113233. [PMID: 31610509 DOI: 10.1016/j.envpol.2019.113233] [Citation(s) in RCA: 91] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2019] [Revised: 09/05/2019] [Accepted: 09/10/2019] [Indexed: 05/20/2023]
Abstract
Plastic waste is continuously introduced not only into marine, but also freshwater environments, where it fragments into microplastics. Organisms may be affected by the particles themselves due to ingestion and indirectly via incorporated additives such as plasticizers, since these substances have the ability to leach out of the polymer matrix. Although it has been indicated that the likelihood of additives leaching out into the gut lumen of organisms exposed to microplastics is low, studies distinguishing between the effects of the synthetic polymer itself and incorporated additives of the same polymer are scarce. Since this is obligatory for risk assessment, we analyzed the chronic effects of flexible polyvinylchloride (PVC), a widely used polymer, containing the plasticizer diisononylphthalate (DiNP) on morphology and life history of the freshwater crustacean Daphnia magna and compared these effects with the effects of rigid PVC, lacking DiNP, as well as a glass bead control. After up to 31 days of exposure, rigid PVC and glass beads did not affect body length and relative tail spine length of D. magna, whereas flexible PVC led to an increased body length and a reduced number of offspring. None of the treatments increased the mortality significantly. We were able to show that 2.67μg/L DiNP leached out of the flexible PVC into the surrounding medium using GC-MS. Yet, we were not able to measure leachate inside the gut lumen of D. magna. The effects emerged towards the end of the experiment, due to the time dependent process of leaching. Therefore, the results highlight the relevance of long-term chronic exposure experiments, especially as leaching of additives takes time. Further, our study shows the importance to distinguish between microplastics containing leachable additives and the raw polymer in ecotoxicological testing.
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Affiliation(s)
- Isabella Schrank
- Animal Ecology and BayCEER, University of Bayreuth, Bayreuth, Germany
| | - Benjamin Trotter
- Animal Ecology and BayCEER, University of Bayreuth, Bayreuth, Germany
| | - Julia Dummert
- Animal Ecology and BayCEER, University of Bayreuth, Bayreuth, Germany
| | - Barbara M Scholz-Böttcher
- Institute for Chemistry and Biology of the Marine Environment (ICBM), Carl von Ossietzky University of Oldenburg, Germany
| | - Martin G J Löder
- Animal Ecology and BayCEER, University of Bayreuth, Bayreuth, Germany
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23
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Frei S, Piehl S, Gilfedder BS, Löder MGJ, Krutzke J, Wilhelm L, Laforsch C. Occurence of microplastics in the hyporheic zone of rivers. Sci Rep 2019; 9:15256. [PMID: 31649312 PMCID: PMC6813303 DOI: 10.1038/s41598-019-51741-5] [Citation(s) in RCA: 76] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Accepted: 10/08/2019] [Indexed: 11/16/2022] Open
Abstract
Although recent studies indicate that fluvial systems can be accumulation areas for microplastics (MPs), the common perception still treats rivers and streams primarily as pure transport vectors for MPs. In this study we investigate the occurrence of MPs in a yet unnoticed but essential compartment of fluvial ecosystems - the hyporheic zone (HZ). Larger MP particles (500–5,000 µm) were detected using attenuated total reflectance (ATR) - Fourier-transform infrared (FTIR) spectroscopy. Our analysis of MPs (500–5,000 µm) in five freeze cores extracted for the Roter Main River sediments (Germany) showed that MPs were detectable down to a depth of 0.6 m below the streambed in low abundances (≪1 particle per kg dry weight). Additionally, one core was analyzed as an example for smaller MPs (20–500 µm) with focal plane array (FPA)- based µFTIR spectroscopy. Highest MP abundances (~30,000 particles per kg dry weight) were measured for pore scale particles (20–50 µm). The detected high abundances indicate that the HZ can be a significant accumulation area for pore scale MPs (20–50 µm), a size fraction that yet is not considered in literature. As the HZ is known as an important habitat for invertebrates representing the base of riverine food webs, aquatic food webs can potentially be threatened by the presence of MPs in the HZ. Hyporheic exchange is discussed as a potential mechanism leading to a transfer of pore scale MPs from surface flow into streambed sediments and as a potential vector for small MPs to enter the local aquifer. MPs in the HZ therefore may be a potential risk for drinking water supplies, particularly during drinking water production via river bank filtration.
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Affiliation(s)
- S Frei
- Department of Hydrology, Bayreuth Center of Ecology and Environmental Research (BAYCEER), University of Bayreuth, Bayreuth, Germany.
| | - S Piehl
- Department of Animal Ecology I, Bayreuth Center of Ecology and Environmental Research (BAYCEER), University of Bayreuth, Bayreuth, Germany
| | - B S Gilfedder
- Limnological Research Station, Bayreuth Center of Ecology and Environmental Research (BAYCEER), University of Bayreuth, Bayreuth, Germany
| | - M G J Löder
- Department of Animal Ecology I, Bayreuth Center of Ecology and Environmental Research (BAYCEER), University of Bayreuth, Bayreuth, Germany
| | - J Krutzke
- Department of Hydrology, Bayreuth Center of Ecology and Environmental Research (BAYCEER), University of Bayreuth, Bayreuth, Germany
| | - L Wilhelm
- Department of Hydrology, Bayreuth Center of Ecology and Environmental Research (BAYCEER), University of Bayreuth, Bayreuth, Germany
| | - C Laforsch
- Department of Animal Ecology I, Bayreuth Center of Ecology and Environmental Research (BAYCEER), University of Bayreuth, Bayreuth, Germany
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24
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Lorenz C, Roscher L, Meyer MS, Hildebrandt L, Prume J, Löder MGJ, Primpke S, Gerdts G. Spatial distribution of microplastics in sediments and surface waters of the southern North Sea. Environ Pollut 2019; 252:1719-1729. [PMID: 31284214 DOI: 10.1016/j.envpol.2019.06.093] [Citation(s) in RCA: 132] [Impact Index Per Article: 26.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Revised: 06/01/2019] [Accepted: 06/23/2019] [Indexed: 05/06/2023]
Abstract
Microplastic pollution within the marine environment is of pressing concern globally. Accordingly, spatial monitoring of microplastic concentrations, composition and size distribution may help to identify sources and entry pathways, and hence allow initiating focused mitigation. Spatial distribution patterns of microplastics were investigated in two compartments of the southern North Sea by collecting sublittoral sediment and surface water samples from 24 stations. Large microplastics (500-5000 μm) were detected visually and identified using attenuated total reflection (ATR) Fourier transform infrared (FTIR) spectroscopy. The remaining sample was digested enzymatically, concentrated onto filters and analyzed for small microplastics (11-500 μm) using Focal Plane Array (FPA) FTIR imaging. Microplastics were detected in all samples with concentrations ranging between 2.8 and 1188.8 particles kg-1 for sediments and 0.1-245.4 particles m-3 for surface waters. On average 98% of microplastics were <100 μm in sediments and 86% in surface waters. The most prevalent polymer types in both compartments were polypropylene, acrylates/polyurethane/varnish, and polyamide. However, polymer composition differed significantly between sediment and surface water samples as well as between the Frisian Islands and the English Channel sites. These results show that microplastics are not evenly distributed, in neither location nor size, which is illuminating regarding the development of monitoring protocols.
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Affiliation(s)
- Claudia Lorenz
- Department of Microbial Ecology, Biologische Anstalt Helgoland, Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Kurpromenade 201, 27498, Helgoland, Germany.
| | - Lisa Roscher
- Department of Microbial Ecology, Biologische Anstalt Helgoland, Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Kurpromenade 201, 27498, Helgoland, Germany
| | - Melanie S Meyer
- Department of Microbial Ecology, Biologische Anstalt Helgoland, Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Kurpromenade 201, 27498, Helgoland, Germany
| | - Lars Hildebrandt
- Department of Microbial Ecology, Biologische Anstalt Helgoland, Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Kurpromenade 201, 27498, Helgoland, Germany
| | - Julia Prume
- Department of Microbial Ecology, Biologische Anstalt Helgoland, Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Kurpromenade 201, 27498, Helgoland, Germany
| | - Martin G J Löder
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstraße 30, 95440, Bayreuth, Germany
| | - Sebastian Primpke
- Department of Microbial Ecology, Biologische Anstalt Helgoland, Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Kurpromenade 201, 27498, Helgoland, Germany
| | - Gunnar Gerdts
- Department of Microbial Ecology, Biologische Anstalt Helgoland, Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Kurpromenade 201, 27498, Helgoland, Germany.
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25
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Mintenig SM, Löder MGJ, Primpke S, Gerdts G. Low numbers of microplastics detected in drinking water from ground water sources. Sci Total Environ 2019; 648:631-635. [PMID: 30121540 DOI: 10.1016/j.scitotenv.2018.08.178] [Citation(s) in RCA: 373] [Impact Index Per Article: 74.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 08/13/2018] [Accepted: 08/14/2018] [Indexed: 04/14/2023]
Abstract
Microplastic particles have been detected in various natural habitats and the digestive tracts of several species. These particles have also been reported in commercially available seafood, salt or bottled water starting discussions on potential implications for human health. To be able to assess the related risks, exposure concentrations and pathways need to be known. Here, we analysed ground water and drinking water for the presence of microplastics (>20 μm) using FTIR imaging. Samples were taken at different positions within the drinking water supply chain. Determined concentrations ranged from 0 to 7 microplastics m-3 raw water or drinking water with an overall mean of 0.7 microplastics m-3. These particles were identified as polyethylene, polyamide, polyester, polyvinylchloride or epoxy resin and between 50 and 150 μm in size. Plastic is a resistant and durable material, still, the abrasion of plastic equipment used during water purification or transport is a likely explanation for the plastic particles detected in water samples.
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Affiliation(s)
- S M Mintenig
- Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung, Biologische Anstalt Helgoland, P.O. Box 180, 27483 Helgoland, Germany.
| | - M G J Löder
- Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung, Biologische Anstalt Helgoland, P.O. Box 180, 27483 Helgoland, Germany
| | - S Primpke
- Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung, Biologische Anstalt Helgoland, P.O. Box 180, 27483 Helgoland, Germany
| | - G Gerdts
- Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung, Biologische Anstalt Helgoland, P.O. Box 180, 27483 Helgoland, Germany
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26
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Piehl S, Leibner A, Löder MGJ, Dris R, Bogner C, Laforsch C. Identification and quantification of macro- and microplastics on an agricultural farmland. Sci Rep 2018; 8:17950. [PMID: 30560873 PMCID: PMC6299006 DOI: 10.1038/s41598-018-36172-y] [Citation(s) in RCA: 263] [Impact Index Per Article: 43.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Accepted: 11/08/2018] [Indexed: 12/31/2022] Open
Abstract
Microplastic contamination of aquatic ecosystems is a high priority research topic, whereas the issue on terrestrial ecosystems has been widely neglected. At the same time, terrestrial ecosystems under human influence, such as agroecosystems, are likely to be contaminated by plastic debris. However, the extent of this contamination has not been determined at present. Via Fourier transform infrared (FTIR) analysis, we quantified for the first time the macro- and microplastic contamination on an agricultural farmland in southeast Germany. We found 206 macroplastic pieces per hectare and 0.34 ± 0.36 microplastic particles per kilogram dry weight of soil. In general, polyethylene was the most common polymer type, followed by polystyrene and polypropylene. Films and fragments were the dominating categories found for microplastics, whereas predominantly films were found for macroplastics. Since we intentionally chose a study site where microplastic-containing fertilizers and agricultural plastic applications were never used, our findings report on plastic contamination on a site which only receives conventional agricultural treatment. However, the contamination is probably higher in areas where agricultural plastic applications, like greenhouses, mulch, or silage films, or plastic-containing fertilizers (sewage sludge, biowaste composts) are applied. Hence, further research on the extent of this contamination is needed with special regard to different cultivation practices.
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Affiliation(s)
- Sarah Piehl
- Animal Ecology I and BayCEER, University of Bayreuth, 95440, Bayreuth, Germany
| | - Anna Leibner
- Animal Ecology I and BayCEER, University of Bayreuth, 95440, Bayreuth, Germany
| | - Martin G J Löder
- Animal Ecology I and BayCEER, University of Bayreuth, 95440, Bayreuth, Germany
| | - Rachid Dris
- Animal Ecology I and BayCEER, University of Bayreuth, 95440, Bayreuth, Germany
| | - Christina Bogner
- Ecological Modelling and BayCEER, University of Bayreuth, 95440, Bayreuth, Germany
| | - Christian Laforsch
- Animal Ecology I and BayCEER, University of Bayreuth, 95440, Bayreuth, Germany.
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27
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Weithmann N, Möller JN, Löder MGJ, Piehl S, Laforsch C, Freitag R. Organic fertilizer as a vehicle for the entry of microplastic into the environment. Sci Adv 2018; 4:eaap8060. [PMID: 29632891 PMCID: PMC5884690 DOI: 10.1126/sciadv.aap8060] [Citation(s) in RCA: 362] [Impact Index Per Article: 60.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Accepted: 02/14/2018] [Indexed: 05/18/2023]
Abstract
The contamination of the environment with microplastic, defined as particles smaller than 5 mm, has emerged as a global challenge because it may pose risks to biota and public health. Current research focuses predominantly on aquatic systems, whereas comparatively little is known regarding the sources, pathways, and possible accumulation of plastic particles in terrestrial ecosystems. We investigated the potential of organic fertilizers from biowaste fermentation and composting as an entry path for microplastic particles into the environment. Particles were classified by size and identified by attenuated total reflection-Fourier transform infrared spectroscopy. All fertilizer samples from plants converting biowaste contained plastic particles, but amounts differed significantly with substrate pretreatment, plant, and waste (for example, household versus commerce) type. In contrast, digestates from agricultural energy crop digesters tested for comparison contained only isolated particles, if any. Among the most abundant synthetic polymers observed were those used for common consumer products. Our results indicate that depending on pretreatment, organic fertilizers from biowaste fermentation and composting, as applied in agriculture and gardening worldwide, are a neglected source of microplastic in the environment.
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Affiliation(s)
- Nicolas Weithmann
- Process Biotechnology and Centre for Energy Technology, University of Bayreuth, 95440 Bayreuth, Germany
| | - Julia N. Möller
- Animal Ecology I and BayCEER, University of Bayreuth, 95440 Bayreuth, Germany
| | - Martin G. J. Löder
- Animal Ecology I and BayCEER, University of Bayreuth, 95440 Bayreuth, Germany
| | - Sarah Piehl
- Animal Ecology I and BayCEER, University of Bayreuth, 95440 Bayreuth, Germany
| | - Christian Laforsch
- Animal Ecology I and BayCEER, University of Bayreuth, 95440 Bayreuth, Germany
- Corresponding author.
| | - Ruth Freitag
- Process Biotechnology and Centre for Energy Technology, University of Bayreuth, 95440 Bayreuth, Germany
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28
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Löder MGJ, Imhof HK, Ladehoff M, Löschel LA, Lorenz C, Mintenig S, Piehl S, Primpke S, Schrank I, Laforsch C, Gerdts G. Enzymatic Purification of Microplastics in Environmental Samples. Environ Sci Technol 2017; 51:14283-14292. [PMID: 29110472 DOI: 10.1021/acs.est.7b03055] [Citation(s) in RCA: 209] [Impact Index Per Article: 29.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Micro-Fourier transform infrared (micro-FTIR) spectroscopy and Raman spectroscopy enable the reliable identification and quantification of microplastics (MPs) in the lower micron range. Since concentrations of MPs in the environment are usually low, the large sample volumes required for these techniques lead to an excess of coenriched organic or inorganic materials. While inorganic materials can be separated from MPs using density separation, the organic fraction impedes the ability to conduct reliable analyses. Hence, the purification of MPs from organic materials is crucial prior to conducting an identification via spectroscopic techniques. Strong acidic or alkaline treatments bear the danger of degrading sensitive synthetic polymers. We suggest an alternative method, which uses a series of technical grade enzymes for purifying MPs in environmental samples. A basic enzymatic purification protocol (BEPP) proved to be efficient while reducing 98.3 ± 0.1% of the sample matrix in surface water samples. After showing a high recovery rate (84.5 ± 3.3%), the BEPP was successfully applied to environmental samples from the North Sea where numbers of MPs range from 0.05 to 4.42 items m-3. Experiences with different environmental sample matrices were considered in an improved and universally applicable version of the BEPP, which is suitable for focal plane array detector (FPA)-based micro-FTIR analyses of water, wastewater, sediment, biota, and food samples.
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Affiliation(s)
- Martin G J Löder
- Biologische Anstalt Helgoland, Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung , P.O. Box 180, 27483 Helgoland, Germany
| | - Hannes K Imhof
- Department of Animal Ecology I and BayCEER, University of Bayreuth , Universitätsstrasse 30, 95440 Bayreuth, Germany
| | - Maike Ladehoff
- Biologische Anstalt Helgoland, Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung , P.O. Box 180, 27483 Helgoland, Germany
| | - Lena A Löschel
- Department of Animal Ecology I and BayCEER, University of Bayreuth , Universitätsstrasse 30, 95440 Bayreuth, Germany
| | - Claudia Lorenz
- Biologische Anstalt Helgoland, Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung , P.O. Box 180, 27483 Helgoland, Germany
| | - Svenja Mintenig
- Biologische Anstalt Helgoland, Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung , P.O. Box 180, 27483 Helgoland, Germany
| | - Sarah Piehl
- Department of Animal Ecology I and BayCEER, University of Bayreuth , Universitätsstrasse 30, 95440 Bayreuth, Germany
| | - Sebastian Primpke
- Biologische Anstalt Helgoland, Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung , P.O. Box 180, 27483 Helgoland, Germany
| | - Isabella Schrank
- Department of Animal Ecology I and BayCEER, University of Bayreuth , Universitätsstrasse 30, 95440 Bayreuth, Germany
| | - Christian Laforsch
- Department of Animal Ecology I and BayCEER, University of Bayreuth , Universitätsstrasse 30, 95440 Bayreuth, Germany
| | - Gunnar Gerdts
- Biologische Anstalt Helgoland, Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung , P.O. Box 180, 27483 Helgoland, Germany
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29
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Imhof HK, Sigl R, Brauer E, Feyl S, Giesemann P, Klink S, Leupolz K, Löder MGJ, Löschel LA, Missun J, Muszynski S, Ramsperger AFRM, Schrank I, Speck S, Steibl S, Trotter B, Winter I, Laforsch C. Spatial and temporal variation of macro-, meso- and microplastic abundance on a remote coral island of the Maldives, Indian Ocean. Mar Pollut Bull 2017; 116:340-347. [PMID: 28109654 DOI: 10.1016/j.marpolbul.2017.01.010] [Citation(s) in RCA: 123] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2016] [Revised: 01/02/2017] [Accepted: 01/04/2017] [Indexed: 05/21/2023]
Abstract
Plastic debris is ubiquitous in the marine environment and the world's shores represent a major sink. However, knowledge about plastic abundance in remote areas is scarce. Therefore, plastic abundance was investigated on a small island of the Maldives. Plastic debris (>1mm) was sampled once in natural long-term accumulation zones at the north shore and at the high tide drift line of the south shore on seven consecutive days to quantify daily plastic accumulation. Reliable identification of plastic debris was ensured by FTIR spectroscopy. Despite the remoteness of the island a considerable amount of plastic debris was present. At both sites a high variability in plastic abundance on a spatial and temporal scale was observed, which may be best explained by environmental factors. In addition, our results show that snapshot sampling may deliver biased results and indicate that future monitoring programs should consider spatial and temporal variation of plastic deposition.
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Affiliation(s)
- Hannes K Imhof
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Robert Sigl
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Emilia Brauer
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Sabine Feyl
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Philipp Giesemann
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Saskia Klink
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Kathrin Leupolz
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Martin G J Löder
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Lena A Löschel
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Jan Missun
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Sarah Muszynski
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Anja F R M Ramsperger
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Isabella Schrank
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Susan Speck
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Sebastian Steibl
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Benjamin Trotter
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Isabel Winter
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany
| | - Christian Laforsch
- Department of Animal Ecology I and BayCEER, University of Bayreuth, Universitätsstr. 30, 95447 Bayreuth, Germany.
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Mintenig SM, Int-Veen I, Löder MGJ, Primpke S, Gerdts G. Identification of microplastic in effluents of waste water treatment plants using focal plane array-based micro-Fourier-transform infrared imaging. Water Res 2017; 108:365-372. [PMID: 27838027 DOI: 10.1016/j.watres.2016.11.015] [Citation(s) in RCA: 600] [Impact Index Per Article: 85.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Revised: 11/01/2016] [Accepted: 11/03/2016] [Indexed: 05/22/2023]
Abstract
The global presence of microplastic (MP) in aquatic ecosystems has been shown by various studies. However, neither MP concentrations nor their sources or sinks are completely known. Waste water treatment plants (WWTPs) are considered as significant point sources discharging MP to the environment. This study investigated MP in the effluents of 12 WWTPs in Lower Saxony, Germany. Samples were purified by a plastic-preserving enzymatic-oxidative procedure and subsequent density separation using a zinc chloride solution. For analysis, attenuated total reflection Fourier-transform infrared spectroscopy (ATR-FT-IR) and focal plane array (FPA)-based transmission micro-FT-IR imaging were applied. This allowed the identification of polymers of all MP down to a size of 20 μm. In all effluents MP was found with quantities ranging from 0 to 5 × 101 m-3 MP > 500 μm and 1 × 101 to 9 × 103 m-3 MP < 500 μm. By far, polyethylene was the most frequent polymer type in both size classes. Quantities of synthetic fibres ranged from 9 × 101 to 1 × 103 m-3 and were predominantly made of polyester. Considering the annual effluxes of tested WWTPs, total discharges of 9 × 107 to 4 × 109 MP particles and fibres per WWTP could be expected. Interestingly, one tertiary WWTP had an additionally installed post-filtration that reduced the total MP discharge by 97%. Furthermore, the sewage sludge of six WWTPs was examined and the existence of MP, predominantly polyethylene, revealed. Our findings suggest that WWTPs could be a sink but also a source of MP and thus can be considered to play an important role for environmental MP pollution.
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Affiliation(s)
- S M Mintenig
- Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung, Biologische Anstalt Helgoland, P.O. Box 180, 27483 Helgoland, Germany; Copernicus Institute of Sustainable Development, Environmental Science Group, Utrecht University, P.O. Box 80115, 3508 TC Utrecht, The Netherlands.
| | - I Int-Veen
- Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung, Biologische Anstalt Helgoland, P.O. Box 180, 27483 Helgoland, Germany
| | - M G J Löder
- Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung, Biologische Anstalt Helgoland, P.O. Box 180, 27483 Helgoland, Germany; Animal Ecology I, University of Bayreuth, Universitätsstraße 30, 95440 Bayreuth, Germany
| | - S Primpke
- Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung, Biologische Anstalt Helgoland, P.O. Box 180, 27483 Helgoland, Germany
| | - G Gerdts
- Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung, Biologische Anstalt Helgoland, P.O. Box 180, 27483 Helgoland, Germany
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Horn HG, Sander N, Stuhr A, Algueró-Muñiz M, Bach LT, Löder MGJ, Boersma M, Riebesell U, Aberle N. Low CO2 Sensitivity of Microzooplankton Communities in the Gullmar Fjord, Skagerrak: Evidence from a Long-Term Mesocosm Study. PLoS One 2016; 11:e0165800. [PMID: 27893740 PMCID: PMC5125589 DOI: 10.1371/journal.pone.0165800] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Accepted: 10/18/2016] [Indexed: 11/26/2022] Open
Abstract
Ocean acidification is considered as a crucial stressor for marine communities. In this study, we tested the effects of the IPCC RPC6.0 end-of-century acidification scenario on a natural plankton community in the Gullmar Fjord, Sweden, during a long-term mesocosm experiment from a spring bloom to a mid-summer situation. The focus of this study was on microzooplankton and its interactions with phytoplankton and mesozooplankton. The microzooplankton community was dominated by ciliates, especially small Strombidium sp., with the exception of the last days when heterotrophic dinoflagellates increased in abundance. We did not observe any effects of high CO2 on the community composition and diversity of microzooplankton. While ciliate abundance, biomass and growth rate were not affected by elevated CO2, we observed a positive effect of elevated CO2 on dinoflagellate abundances. Additionally, growth rates of dinoflagellates were significantly higher in the high CO2 treatments. Given the higher Chlorophyll a content measured under high CO2, our results point at mainly indirect effects of CO2 on microzooplankton caused by changes in phytoplankton standing stocks, in this case most likely an increase in small-sized phytoplankton of <8 μm. Overall, the results from the present study covering the most important part of the growing season indicate that coastal microzooplankton communities are rather robust towards realistic acidification scenarios.
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Affiliation(s)
- Henriette G. Horn
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Biologische Anstalt Helgoland, Helgoland, Germany
- * E-mail:
| | - Nils Sander
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Biologische Anstalt Helgoland, Helgoland, Germany
| | - Annegret Stuhr
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
| | - María Algueró-Muñiz
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Biologische Anstalt Helgoland, Helgoland, Germany
| | - Lennart T. Bach
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
| | | | - Maarten Boersma
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Biologische Anstalt Helgoland, Helgoland, Germany
- University of Bremen, Bremen, Germany
| | - Ulf Riebesell
- GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany
| | - Nicole Aberle
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Biologische Anstalt Helgoland, Helgoland, Germany
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Rummel CD, Löder MGJ, Fricke NF, Lang T, Griebeler EM, Janke M, Gerdts G. Plastic ingestion by pelagic and demersal fish from the North Sea and Baltic Sea. Mar Pollut Bull 2016; 102:134-41. [PMID: 26621577 DOI: 10.1016/j.marpolbul.2015.11.043] [Citation(s) in RCA: 319] [Impact Index Per Article: 39.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Revised: 11/12/2015] [Accepted: 11/17/2015] [Indexed: 05/22/2023]
Abstract
Plastic ingestion by marine biota has been reported for a variety of different taxa. In this study, we investigated 290 gastrointestinal tracts of demersal (cod, dab and flounder) and pelagic fish species (herring and mackerel) from the North and Baltic Sea for the occurrence of plastic ingestion. In 5.5% of all investigated fishes, plastic particles were detected, with 74% of all particles being in the microplastic (<5mm) size range. The polymer types of all found particles were analysed by means of Fourier transform infrared (FT-IR) spectroscopy. Almost 40% of the particles consisted of polyethylene (PE). In 3.4% of the demersal and 10.7% of the pelagic individuals, plastic ingestion was recorded, showing a significantly higher ingestion frequency in the pelagic feeders. The condition factor K was calculated to test differences in the fitness status between individuals with and without ingested plastic, but no direct effect was detected.
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Affiliation(s)
- Christoph D Rummel
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI), Biologische Anstalt Helgoland (BAH), Kurpromenade, D-27498 Helgoland, Germany.
| | - Martin G J Löder
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI), Biologische Anstalt Helgoland (BAH), Kurpromenade, D-27498 Helgoland, Germany.
| | - Nicolai F Fricke
- Thünen Institute, Federal Research Institute for Rural Areas, Forestry and Fisheries, Institute of Fisheries Ecology, Germany.
| | - Thomas Lang
- Thünen Institute, Federal Research Institute for Rural Areas, Forestry and Fisheries, Institute of Fisheries Ecology, Germany.
| | - Eva-Maria Griebeler
- Johannes Gutenberg-University Mainz, Institute of Zoology, Department of Ecology, Germany.
| | - Michael Janke
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI), Biologische Anstalt Helgoland (BAH), Kurpromenade, D-27498 Helgoland, Germany.
| | - Gunnar Gerdts
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI), Biologische Anstalt Helgoland (BAH), Kurpromenade, D-27498 Helgoland, Germany.
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Käppler A, Windrich F, Löder MGJ, Malanin M, Fischer D, Labrenz M, Eichhorn KJ, Voit B. Identification of microplastics by FTIR and Raman microscopy: a novel silicon filter substrate opens the important spectral range below 1300 cm−1 for FTIR transmission measurements. Anal Bioanal Chem 2015; 407:6791-801. [DOI: 10.1007/s00216-015-8850-8] [Citation(s) in RCA: 159] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2015] [Revised: 06/10/2015] [Accepted: 06/11/2015] [Indexed: 12/01/2022]
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Shchekinova EY, Löder MGJ, Wiltshire KH, Boersma M. Stable coexistence in a Lotka-Volterra model with heterogeneous resources and intraguild predation. Phys Rev E Stat Nonlin Soft Matter Phys 2013; 88:062721. [PMID: 24483500 DOI: 10.1103/physreve.88.062721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2013] [Indexed: 06/03/2023]
Abstract
In this study we model population dynamics in a three-species food web with heterogeneous resources and intraguild predation by using a nonspatial Lotka-Volterra system with a density-dependent interaction of resource items. The model consists of two predators with an intraguild predation (IGP) relation competing for a common resource. The resource is subdivided into subpopulations of different quality that are distinguished by grazing rates of the two predators, contact rates between subpopulations and mortality rates. The proposed system describes an exchange of traits between species from distinct subpopulations by using a species interaction term. In particular, we examine the percentage of stable coexistence solutions versus resource carrying capacity and contact rates between distinct resource pools. We also present a numerical comparison of the percentage of stable food webs found for different numbers of subpopulations. While at high enrichment no stable coexistence was found in the IGP system with a single resource, our model predicts a stable coexistence of two IGP-related predators and resources at high and intermediate enrichment already at a low contact rate between subpopulations.
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Affiliation(s)
- Elena Y Shchekinova
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar und Meeresforschung, Biologische Anstalt Helgoland, Kurpromenade 201, D-27498 Helgoland, Germany
| | - Martin G J Löder
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar und Meeresforschung, Biologische Anstalt Helgoland, Kurpromenade 201, D-27498 Helgoland, Germany
| | - Karen H Wiltshire
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar und Meeresforschung, Biologische Anstalt Helgoland, Kurpromenade 201, D-27498 Helgoland, Germany
| | - Maarten Boersma
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar und Meeresforschung, Biologische Anstalt Helgoland, Kurpromenade 201, D-27498 Helgoland, Germany
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