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Agrawal M, Vianello A, Picker M, Simon-Sánchez L, Chen R, Estevinho MM, Weinstein K, Lykkemark J, Jess T, Peter I, Colombel JF, Allin KH, Vollertsen J. Micro- and nano-plastics, intestinal inflammation, and inflammatory bowel disease: A review of the literature. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 953:176228. [PMID: 39270875 PMCID: PMC11424240 DOI: 10.1016/j.scitotenv.2024.176228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 08/26/2024] [Accepted: 09/10/2024] [Indexed: 09/15/2024]
Abstract
Plastics, encompassing a wide range of polymeric materials, and their downstream products (micro- and nanoplastics, MNPs) are accumulating in the environment at an alarming rate, and they are linked to adverse human health outcomes. Considering that ingestion is a main source of MNPs exposure, the impact of plastics is particularly relevant towards intestinal inflammation and inflammatory bowel disease (IBD). However, the study of MNPs has been limited by obstacles relating to sample collection, preparation, and microplastics analysis based on optical microscopy and chemical analysis, which we detail in this review alongside potential solutions. We summarize available data on human exposure to MNPs and overall health outcomes, with particular focus on data pertaining to intestinal inflammation, microbiome perturbations, and related outcomes. We include ecologic perspectives, and human, in vitro, and animal model studies. We discuss the way forward in MNPs and IBD research, including knowledge gaps and future research.
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Affiliation(s)
- Manasi Agrawal
- The Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America; Center for Molecular Prediction of Inflammatory Bowel Disease (PREDICT), Department of Clinical Medicine, Aalborg University, Copenhagen, Denmark.
| | - Alvise Vianello
- Department of the Built Environment, Aalborg University, Aalborg, Denmark
| | - Mellissa Picker
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | | | - Rosemary Chen
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Maria Manuela Estevinho
- Department of Gastroenterology, Unidade Local de Saúde Gaia Espinho, Vila Nova de Gaia, Portugal; Department of Biomedicine, Unit of Pharmacology and Therapeutics, Faculty of Medicine, University of Porto, Porto, Portugal
| | - Kaitlyn Weinstein
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Jeanette Lykkemark
- Department of the Built Environment, Aalborg University, Aalborg, Denmark
| | - Tine Jess
- Center for Molecular Prediction of Inflammatory Bowel Disease (PREDICT), Department of Clinical Medicine, Aalborg University, Copenhagen, Denmark; Department of Gastroenterology & Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - Inga Peter
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Jean-Frederic Colombel
- The Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
| | - Kristine Højgaaard Allin
- Center for Molecular Prediction of Inflammatory Bowel Disease (PREDICT), Department of Clinical Medicine, Aalborg University, Copenhagen, Denmark; Department of Gastroenterology & Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - Jes Vollertsen
- Department of the Built Environment, Aalborg University, Aalborg, Denmark
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2
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Foglia A, Pittura L, Vivani V, Sgroi M, De Simoni L, Eusebi AL, Gorbi S, Regoli F, Fatone F. Microplastics in urban water cycles: Looking for a more scientific approach for sampling and characterization in wastewater and drinking water treatment plants. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 952:175919. [PMID: 39226968 DOI: 10.1016/j.scitotenv.2024.175919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 08/28/2024] [Accepted: 08/29/2024] [Indexed: 09/05/2024]
Abstract
Specific campaigns to detect microplastics (MPs) in the urban water cycle were carried out in three drinking water plants and two wastewater treatment plants. A self-designed sampler for MPs detection in water matrices was in this study preliminary validated and then tested in long term campaigns sampling up to 1000 L. Raw drinking water and wastewater show microplastics (MPs) concentrations of 2-11 and of 480-801 MPs/m3, respectively, and MPs removals of 47-78 % and of 84-98 %, correspondingly. Specific roles of chemical and physical conventional processes in microplastics removals were investigated. Solid-liquid separation, flotation and filtration are the main processes for achieving high microplastics removal. Regarding concentrated matrices, MPs concentrations in sludge samples varied in the range of 5000-500,000 MPs/m3. Finally, shapes, size classes and polymers' typologies were investigated in the extracted MPs. The detected sizes are mainly 0.5-0.1 mm in drinking waters while 5-1 mm in wastewaters. Wastewaters were predominated by synthetic fibers (polyester type), while drinking waters were mainly characterized by fragments and the fibers were mostly of natural origin. Finally, the results of this study supported best practices and guidelines for a representative assessment of MPs in water (sampling methods, extraction procedures, characterization and quantification).
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Affiliation(s)
- Alessia Foglia
- Department of Science and Engineering of Materials, Environment and Urban Planning-SIMAU, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy
| | - Lucia Pittura
- Department of Life and Environmental Sciences, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy.
| | - Veronica Vivani
- Department of Life and Environmental Sciences, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy
| | - Massimiliano Sgroi
- Department of Science and Engineering of Materials, Environment and Urban Planning-SIMAU, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy
| | - Lucia De Simoni
- Department of Science and Engineering of Materials, Environment and Urban Planning-SIMAU, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy
| | - Anna Laura Eusebi
- Department of Science and Engineering of Materials, Environment and Urban Planning-SIMAU, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy.
| | - Stefania Gorbi
- Department of Life and Environmental Sciences, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy.
| | - Francesco Regoli
- Department of Life and Environmental Sciences, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy
| | - Francesco Fatone
- Department of Science and Engineering of Materials, Environment and Urban Planning-SIMAU, Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy
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3
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Maaseide BMT, Ofstad J, Erbe A, Jaspers VLB, Monclús L, Dehnhard N. Microplastics in faeces of European shags Gulosus aristotelis in central Norway. MARINE POLLUTION BULLETIN 2024; 208:117026. [PMID: 39368150 DOI: 10.1016/j.marpolbul.2024.117026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 08/08/2024] [Accepted: 09/17/2024] [Indexed: 10/07/2024]
Abstract
Plastic pollution is an increasing problem in the marine environment, and microplastics are frequently ingested by wildlife, including seabirds. Faeces are an increasingly used matrix to quantify egested microplastics. We investigated microplastics in 36 faeces samples from chicks of European shags (Gulosus aristotelis) sampled at Sklinna, central Norway in 2021. Small particles <300 μm (62 %) dominated the material. Out of 465 particles measured with Raman spectroscopy, 32 were identified as microplastics (21 fragments, 4 fibres). 69.4 % of faecal samples contained microplastics, with on average 17 microplastic particles per g faeces dry weight. Sixteen of the 36 samples originated from siblings sampled within the same hour, and plastic loads of these samples were more similar to each other compared to those from other individuals. This suggests that a sample from one chick is representative for all siblings at a given moment in time and proofs parental transfer of MP.
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Affiliation(s)
- Birte M Torp Maaseide
- Department of Biology, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway
| | - Johannes Ofstad
- Department of Materials Science and Engineering, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway
| | - Andreas Erbe
- Department of Materials Science and Engineering, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway
| | - Veerle L B Jaspers
- Department of Biology, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway
| | - Laura Monclús
- Department of Biology, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway; Norwegian Geotechnical Institute (NGI), 7030 Trondheim, Norway
| | - Nina Dehnhard
- Norwegian Institute for Nature Research (NINA), Høgskoleringen 9, 7034 Trondheim, Norway.
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4
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Meyers N, De Witte B, Schmidt N, Herzke D, Fuda JL, Vanavermaete D, Janssen CR, Everaert G. From microplastics to pixels: testing the robustness of two machine learning approaches for automated, Nile red-based marine microplastic identification. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024:10.1007/s11356-024-35289-0. [PMID: 39446205 DOI: 10.1007/s11356-024-35289-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Accepted: 10/08/2024] [Indexed: 10/25/2024]
Abstract
Despite the urgent need for accurate and robust observations of microplastics in the marine environment to assess current and future environmental risks, existing procedures remain labour-intensive, especially for smaller-sized microplastics. In addition to this, microplastic analysis faces challenges due to environmental weathering, impacting the reliability of research relying on pristine plastics. This study addresses these knowledge gaps by testing the robustness of two automated analysis techniques which combine machine learning algorithms with fluorescent colouration of Nile red (NR)-stained particles. Heterogeneously shaped uncoloured microplastics of various polymers-polyethylene (PE), polyethylene terephthalate (PET), polypropylene (PP), polystyrene (PS), and polyvinyl chloride (PVC)-ranging from 100 to 1000 µm in size and weathered under semi-controlled surface and deep-sea conditions, were stained with NR and imaged using fluorescence stereomicroscopy. This study assessed and compared the accuracy of decision tree (DT) and random forest (RF) models in detecting and identifying these weathered plastics. Additionally, their analysis time and model complexity were evaluated, as well as the lower size limit (2-4 µm) and the interoperability of the approach. Decision tree and RF models were comparably accurate in detecting and identifying pristine plastic polymers (both > 90%). For the detection of weathered microplastics, both yielded sufficiently high accuracies (> 77%), although only RF models were reliable for polymer identification (> 70%), except for PET particles. The RF models showed an accuracy > 90% for particle predictions based on 12-30 pixels, which translated to microplastics sized < 10 µm. Although the RF classifier did not produce consistent results across different labs, the inherent flexibility of the method allows for its swift adaptation and optimisation, ensuring the possibility to fine-tune the method to specific research goals through customised datasets, thereby strengthening its robustness. The developed method is particularly relevant due to its ability to accurately analyse microplastics weathered under various marine conditions, as well as ecotoxicologically relevant microplastic sizes, making it highly applicable to real-world environmental samples.
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Affiliation(s)
- Nelle Meyers
- Flanders Marine Institute (VLIZ), InnovOcean Campus, Jacobsenstraat 1, 8400, Ostend, Belgium.
- Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Marine Research, InnovOcean Campus, Jacobsenstraat 1, 8400, Ostend, Belgium.
- Laboratory of Environmental Toxicology and Aquatic Ecology, Faculty of Bioscience Engineering, Ghent University, 9000, Ghent, Belgium.
| | - Bavo De Witte
- Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Marine Research, InnovOcean Campus, Jacobsenstraat 1, 8400, Ostend, Belgium
| | - Natascha Schmidt
- NILU, The FRAM Centre, P.O. Box 6606, 9296, Tromsø, Norway
- Aix Marseille University, Toulon University, CNRS, IRD, Mediterranean Institute of Oceanography (MIO), UM 110, Marseille, France
| | - Dorte Herzke
- NILU, The FRAM Centre, P.O. Box 6606, 9296, Tromsø, Norway
- Norwegian Institute for Public Health (NIPH), P.O. Box 222, 0213, Skøyen, Oslo, Norway
| | - Jean-Luc Fuda
- Aix Marseille University, Toulon University, CNRS, IRD, Mediterranean Institute of Oceanography (MIO), UM 110, Marseille, France
| | - David Vanavermaete
- Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Marine Research, InnovOcean Campus, Jacobsenstraat 1, 8400, Ostend, Belgium
| | - Colin R Janssen
- Laboratory of Environmental Toxicology and Aquatic Ecology, Faculty of Bioscience Engineering, Ghent University, 9000, Ghent, Belgium
- Blue Growth Research Lab, Ghent University, Bluebridge, Wetenschapspark 1, 8400, Ostend, Belgium
| | - Gert Everaert
- Flanders Marine Institute (VLIZ), InnovOcean Campus, Jacobsenstraat 1, 8400, Ostend, Belgium
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5
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Ugwu K, Vianello A, Almeda R, Iordachescu L, Rotander A. Comparison of two pump-based systems for sampling small microplastics (>10 μM) in coastal waters. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 363:125192. [PMID: 39461611 DOI: 10.1016/j.envpol.2024.125192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 10/02/2024] [Accepted: 10/23/2024] [Indexed: 10/29/2024]
Abstract
Microplastics (MPs) have emerged as an important research topic due to their ubiquity in the environment and their potentially harmful effects on aquatic biota. However, our knowledge of the abundance and characteristics of the smaller fraction of MPs (<300 μm) in marine waters remains limited. This study aims to compare two different filter pump devices: AAU-UFO (Universal Filtering Object) pump and KCD (KC Denmark's Micro Plastic Particle) pump for sampling small MPs (>10 μm). Coastal waters from six sites in the Gulf of Bothnia (Baltic Sea) were sampled with both devices. The concentration and composition of the collected MPs were analyzed by FPA-μFTIR imaging. The median concentrations were 117 MP/m3 with a median mass of 118 μg/m3 and 162 MP/m3 with a median mass of 117 μg/m3, for the UFO pump and KCD pump, respectively. The predominant MP shape was fragment, and the most abundant polymers were polyester, polyethylene, and polypropylene. MPs smaller than 300 μm represented more than 90% of the MPs in the samples. The recorded microplastic concentrations were several orders of magnitude higher than those previously reported using a Manta net in this area, highlighting the importance of analyzing MPs smaller than 300 μm. No significant differences in MP concentrations were found between samples from the two filter pumps, indicating that both devices are comparably effective systems for sampling MPs (>10 μm) in coastal waters. Overall, our findings contribute to harmonizing sampling methodologies for small MPs in aquatic systems, which is crucial for establishing effective monitoring programs and ensuring accurate risk assessments.
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Affiliation(s)
- Kevin Ugwu
- Man-Technology-Environment Research Centre (MTM), School of Science and Technology, Örebro University, Sweden.
| | - Alvise Vianello
- Department of the Built Environment, Division of Civil and Environmental Engineering, Aalborg University, Denmark
| | - Rodrigo Almeda
- University Institute for Research in Sustainable Aquaculture and Marine Ecosystems (IU-ECOAQUA), University of Las Palmas de Gran Canaria, Spain
| | - Lucian Iordachescu
- Department of the Built Environment, Division of Civil and Environmental Engineering, Aalborg University, Denmark
| | - Anna Rotander
- Man-Technology-Environment Research Centre (MTM), School of Science and Technology, Örebro University, Sweden
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6
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Digka N, Patsiou D, Hatzonikolakis Y, Raitsos DE, Skia G, Koutsoubas D, Dimitriadis C, Tsangaris C. Microplastic ingestion in mussels from the East Mediterranean Sea: Exploring its impacts in nature and controlled conditions. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 946:174268. [PMID: 38925375 DOI: 10.1016/j.scitotenv.2024.174268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 06/22/2024] [Accepted: 06/22/2024] [Indexed: 06/28/2024]
Abstract
Microplastic ingestion poses a significant concern for a plethora of marine organisms due to its widespread presence in marine ecosystems. Despite growing scientific interest, the effects on marine biota are not yet well understood. This study investigates the ingestion of microplastics (MPs) by mussels from various marine environments and assesses the associated effects that can be induced by MPs and associated toxic chemicals. Biomarkers of oxidative stress (catalase, lipid peroxidation), biotransformation (glutathione S-transferase), genotoxicity (micronuclei frequency) and neurotoxicity (acetylcholinesterase) were employed. Mussels, considered reliable bioindicators of MPs pollution, were sampled by hand from diverse locations under varied anthropogenic pressures, including a highly touristic Marine Protected Area (MPA) in the Ionian Sea, a mussel farm and a fish farm in the Aegean Sea. The results revealed the highest MP ingestion in mussels from the fish farm [0.21 ± 0.04 (SE) MPs/g or 0.63 ± 0.12 (SE) MPs/Ind.], likely due to plastic aquaculture equipment use. Stereoscopic observation revealed fibers, as the predominant shape of ingested MPs across all sites, and μFTIR polymer identification revealed the presence of various types, with polyethylene (PE) and polyamide (PA) being the most abundant. Significant physiological alterations in mussels related to MP ingestion levels were observed through biomarkers indicative of oxidative stress and biotransformation, as well as the Integrated Biomarker Response (IBR index). However, laboratory experiments with mussels exposed to controlled increasing PE concentrations for four weeks, did not show significant effects triggered by the PE ingestion, possibly indicating other environmental factors, such as contaminants from aquaculture environments, may influence biomarker levels in the field. Despite the observed effects, MP ingestion rates in mussels from the field were relatively low compared to other studies. Future research should continue to investigate the interactions between MPs and marine organisms in diverse environments to better understand and mitigate their impacts.
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Affiliation(s)
- Nikoletta Digka
- Institute of Oceanography, Hellenic Centre for Marine Research (HCMR), 46.7 km, Athinon- Souniou Ave., P.O. Box 712, 19013 Anavyssos, Greece; Department of Marine Sciences, School of the Environment, University of the Aegean, University Hill, 81132 Mytilene, Greece.
| | - Danae Patsiou
- Institute of Oceanography, Hellenic Centre for Marine Research (HCMR), 46.7 km, Athinon- Souniou Ave., P.O. Box 712, 19013 Anavyssos, Greece
| | - Yannis Hatzonikolakis
- Institute of Oceanography, Hellenic Centre for Marine Research (HCMR), 46.7 km, Athinon- Souniou Ave., P.O. Box 712, 19013 Anavyssos, Greece; Department of Biology, National and Kapodistrian University of Athens, 15784, Greece
| | - Dionysios E Raitsos
- Department of Biology, National and Kapodistrian University of Athens, 15784, Greece
| | - Georgina Skia
- Department of Biology, National and Kapodistrian University of Athens, 15784, Greece
| | - Drosos Koutsoubas
- Management unit of Zakynthos and Ainos national parks and protected areas of Ionian islands, Natural Environment and Climate Change Agency, 29100 Zakynthos, Greece
| | - Charalampos Dimitriadis
- Management unit of Zakynthos and Ainos national parks and protected areas of Ionian islands, Natural Environment and Climate Change Agency, 29100 Zakynthos, Greece
| | - Catherine Tsangaris
- Institute of Oceanography, Hellenic Centre for Marine Research (HCMR), 46.7 km, Athinon- Souniou Ave., P.O. Box 712, 19013 Anavyssos, Greece
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7
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Leuenberger K, Erni-Cassola G, Leistenschneider C, Burkhardt-Holm P. Microplastic ingestion in five demersal, bathydemersal and bathypelagic fish species from the eastern Weddell Sea, Antarctica. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 946:174320. [PMID: 38942313 DOI: 10.1016/j.scitotenv.2024.174320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 06/14/2024] [Accepted: 06/24/2024] [Indexed: 06/30/2024]
Abstract
Antarctica has traditionally been viewed as a relatively isolated ecosystem. Although still considered pristine, it is increasingly also being affected by microplastic pollution. Reported high sea floor concentrations raise concern that these ecosystems might act as major sink for microplastic pollution. This is significant as species in those remote ecosystems are likely more sensitive to rapid environmental change due to a high level of specialization, and lower tolerance levels. Microplastic ingestion in fish has barely been assessed in high latitude environments. Here we aimed to provide baseline data for the eastern Weddell Sea, which is particularly remote, and suggested for an area of conservation. By analyzing gastrointestinal tracts of 40 specimens from five species, we report an overall microplastic incidence rate of 0.23. This is lower than recent studies have found for other species in the Southern Ocean, and below global means. The highest incidence rate was detected in L. squamifrons (0.67), followed by P. evansii (0.29). The most common polymer was polyethylene recovered as 8 particles (42.1 %) from one specimen, while from the remaining 11 microplastics polyester was most common (36.8 %). This study shows that even in a remote region of the Antarctic Ocean with almost no vessel traffic, fisheries or touristic activity, bathydemersal and bathypelagic fish exhibit microplastic particles in their gastrointestinal tract.
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Affiliation(s)
- Kevin Leuenberger
- Man-Society-Environment (Programme MGU), Department of Environmental Sciences, University of Basel, Vesalgasse 1, CH-4051 Basel, Switzerland
| | - Gabriel Erni-Cassola
- Man-Society-Environment (Programme MGU), Department of Environmental Sciences, University of Basel, Vesalgasse 1, CH-4051 Basel, Switzerland
| | - Clara Leistenschneider
- Man-Society-Environment (Programme MGU), Department of Environmental Sciences, University of Basel, Vesalgasse 1, CH-4051 Basel, Switzerland
| | - Patricia Burkhardt-Holm
- Man-Society-Environment (Programme MGU), Department of Environmental Sciences, University of Basel, Vesalgasse 1, CH-4051 Basel, Switzerland.
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8
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Günther M, Imhof W. Highly selective solid-liquid extraction of microplastic mixtures as a pre-preparation tool for quantitative nuclear magnetic resonance spectroscopy studies. Analyst 2024. [PMID: 39373111 DOI: 10.1039/d4an00991f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/08/2024]
Abstract
Despite various developments in the application of quantitative nuclear magnetic resonance (qNMR) spectroscopy toward microplastics in recent years, this method still lacks suitable sample preparation and fractionation procedures. As this poses a crucial obstacle for its utilisation on environmental samples, which contain various mixtures of polymers along with other matrix substances, this research aims to address this missing link by presenting an easy-to-apply procedure based on common laboratory equipment. The process selectively separates microplastics from inorganic constituents while performing the necessary fractionation of different types of microplastics prior to qNMR analysis. It allows subsequent quantification of polystyrene (PS), polybutadiene rubber (BR), polymethylmethacrylate (PMMA), polyvinylchloride (PVC), polyethylene terephthalate (PET) and polyamide (PA) from a single sample, establishing recovery rates greater than 88% for all tested polymer types. Additionally, we extended our previous qNMR protocol to include two common polymer types: polymethylmethacrylate (PMMA) and polyacrylonitrile (PAN), achieving limits of detection down to 1.76 μg ml-1 and 12.53 μg ml-1 as well as limits of quantification down to 5.88 μg ml-1 and 41.78 μg ml-1, respectively. Thus, the qNMR method presented herein is now applicable to eight abundant polymer types, allowing the quantification of up to three different types simultaneously.
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Affiliation(s)
- Marcel Günther
- Institute of Integrated Natural Sciences, University Koblenz, Universitätsstr. 1, D-56070 Koblenz, Germany.
| | - Wolfgang Imhof
- Institute of Integrated Natural Sciences, University Koblenz, Universitätsstr. 1, D-56070 Koblenz, Germany.
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9
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Mercedi A, Gentili G, Poli V, Philipp C, Rosso B, Lavagnolo MC, Hallanger I, Corami F, Meneghetti M, Litti L. Selective Labeling of Small Microplastics with SERS-Tags Based on Gold Nanostars: Method Optimization Using Polystyrene Beads and Application in Environmental Samples. ACS OMEGA 2024; 9:40821-40831. [PMID: 39371984 PMCID: PMC11447870 DOI: 10.1021/acsomega.4c05693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 08/29/2024] [Accepted: 09/02/2024] [Indexed: 10/08/2024]
Abstract
Microplastics pollution is being unanimously recognized as a global concern in all environments. Routine analysis protocols foresee that samples, which are supposed to contain up to hundreds of microplastics, are eventually collected on nanoporous filters and inspected by microspectroscopy techniques like micro-FTIR or micro-Raman. All particles, whether made of plastic or not, must be inspected one by one to detect and count microplastics. This makes it extremely time-consuming, especially when Raman is adopted, and indeed mandatory for the small microplastic fraction. Inspired by the principles of cell labeling, the present study represents the first report in which gold nanostars (AuNS) are functionalized to act as SERS-tags and used to selectively couple to microplastics. The intrinsic bright signals provided by the SERS-tags are used to run a quick scan over a wide filter area with roughly 2 orders of magnitude shorter analysis time in respect of state of the art in micro- and nanoplastics detection by μ-Raman. The applicability of the present protocol has been validated at the proof-of-concept level on both fabricated and real offshore marine samples. It is indeed worth mentioning that a SERS-based approach is herein successfully applied on filters and protocols routinely adopted in environmental microplastics monitoring, paving the way for future implementations and applications.
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Affiliation(s)
- Anna Mercedi
- Department
of Chemical Sciences, University of Padova, Via Marzolo 1, 35131 Padova, Italy
| | - Giulia Gentili
- Department
of Chemical Sciences, University of Padova, Via Marzolo 1, 35131 Padova, Italy
| | - Valentina Poli
- DICEA,
Department of Civil, Environmental and Architectural Engineering, University of Padua, Via Marzolo 9, 35131 Padova, Italy
| | | | - Beatrice Rosso
- Institute
of Polar Sciences, CNR-ISP, Campus Scientifico, Via Torino 155, 30172 Venezia-Mestre, Italy
- Department
of Environmental Sciences, Informatics, and Statistics, DAIS, Campus
Scientifico, Ca’Foscari University
of Venice, Via Torino 155, 30172 Venezia-Mestre, Italy
| | - Maria Cristina Lavagnolo
- DICEA,
Department of Civil, Environmental and Architectural Engineering, University of Padua, Via Marzolo 9, 35131 Padova, Italy
| | | | - Fabiana Corami
- Institute
of Polar Sciences, CNR-ISP, Campus Scientifico, Via Torino 155, 30172 Venezia-Mestre, Italy
- Department
of Environmental Sciences, Informatics, and Statistics, DAIS, Campus
Scientifico, Ca’Foscari University
of Venice, Via Torino 155, 30172 Venezia-Mestre, Italy
| | - Moreno Meneghetti
- Department
of Chemical Sciences, University of Padova, Via Marzolo 1, 35131 Padova, Italy
| | - Lucio Litti
- Department
of Chemical Sciences, University of Padova, Via Marzolo 1, 35131 Padova, Italy
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10
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Soininen T, Uurasjärvi E, Hämäläinen L, Huusari N, Feodoroff J, Moshnikoff J, Niiranen E, Feodoroff P, Mustonen T, Koistinen A. Microplastics in Arctic waters of the Finnish Sámi area. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 940:173666. [PMID: 38823697 DOI: 10.1016/j.scitotenv.2024.173666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 05/28/2024] [Accepted: 05/29/2024] [Indexed: 06/03/2024]
Abstract
We explored the presence of microplastics in the Finnish Arctic Sámi home area. A dialogue between Indigenous knowledge and scientific field work produced data about microplastics in remote wilderness aquatic ecosystems. Methods included geographical Indigenous knowledge analysis, water sampling with fraction filtration, and imaging Fourier transform infrared spectroscopy. The MPs found were small; the mean particle size was 126 ± 121 μm. Particle concentrations of MPs in freshwater and marine samples varied between 45 and 423 MPs m-3 and the most common polymer types were polyethylene, polypropylene, and polyethylene terephthalate. In conclusion, because microplastics are present even in the wilderness areas, their abundance should be monitored to assess plastic pollution in the relatively pristine Arctic environments. Sámi Indigenous knowledge proved to be a beneficial and important initiator, because locals recognize the possible sources and transport pathways of plastic litter, and practical sampling sites in the complex freshwater systems of the area.
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Affiliation(s)
- Tuomo Soininen
- Department of Technical Physics, University of Eastern Finland, Finland.
| | - Emilia Uurasjärvi
- Department of Technical Physics, University of Eastern Finland, Finland
| | | | | | | | | | | | | | | | - Arto Koistinen
- Department of Technical Physics, University of Eastern Finland, Finland
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11
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Jin H, Kong F, Li X, Shen J. Artificial intelligence in microplastic detection and pollution control. ENVIRONMENTAL RESEARCH 2024; 262:119812. [PMID: 39155042 DOI: 10.1016/j.envres.2024.119812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 08/04/2024] [Accepted: 08/15/2024] [Indexed: 08/20/2024]
Abstract
The rising prevalence of microplastics (MPs) in various ecosystems has increased the demand for advanced detection and mitigation strategies. This review examines the integration of artificial intelligence (AI) with environmental science to improve microplastic detection. Focusing on image processing, Fourier transform infrared spectroscopy (FTIR), Raman spectroscopy, and hyperspectral imaging (HSI), the review highlights how AI enhances the efficiency and accuracy of these techniques. AI-driven image processing automates the identification and quantification of MPs, significantly reducing the need for manual analysis. FTIR and Raman spectroscopy accurately distinguish MP types by analyzing their unique spectral features, while HSI captures extensive spatial and spectral data, facilitating detection in complex environmental matrices. Furthermore, AI algorithms integrate data from these methods, enabling real-time monitoring, traceability prediction, and pollution hotspot identification. The synergy between AI and spectral imaging technologies represents a transformative approach to environmental monitoring and emphasizes the need to adopt innovative tools for protecting ecosystem health.
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Affiliation(s)
- Hui Jin
- College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China
| | - Fanhao Kong
- College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China
| | - Xiangyu Li
- College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China
| | - Jie Shen
- College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China.
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12
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Biao W, Hashim NA, Rabuni MFB, Lide O, Ullah A. Microplastics in aquatic systems: An in-depth review of current and potential water treatment processes. CHEMOSPHERE 2024; 361:142546. [PMID: 38849101 DOI: 10.1016/j.chemosphere.2024.142546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 05/29/2024] [Accepted: 06/04/2024] [Indexed: 06/09/2024]
Abstract
Plastic products, despite their undeniable utility in modern life, pose significant environmental challenges, particularly when it comes to recycling. A crucial concern is the pervasive introduction of microplastics (MPs) into aquatic ecosystems, with deleterious effects on marine organisms. This review presents a detailed examination of the methodologies developed for MPs removal in water treatment systems. Initially, investigating the most common types of MPs in wastewater, subsequently presenting methodologies for their precise identification and quantification in aquatic environments. Instruments such as scanning electron microscopy, dynamic light scattering, Fourier transform infrared spectroscopy, Raman spectroscopy, surface-enhanced Raman spectroscopy, and Raman tweezers stand out as powerful tools for studying MPs. The discussion then transitions to the exploration of both existing and emergent techniques for MPs removal in wastewater treatment plants and drinking water treatment plants. This includes a description of the core mechanisms that drive these techniques, with an emphasis on the latest research developments in MPs degradation. Present MPs removal methodologies, ranging from physical separation to chemical and biological adsorption and degradation, offer varied advantages and constraints. Addressing the MPs contamination problem in its entirety remains a significant challenge. In conclusion, the review offers a succinct overview of each technique and forwards recommendations for future research, highlighting the pressing nature of this environmental dilemma.
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Affiliation(s)
- Wang Biao
- Department of Chemical Engineering, Faculty of Engineering, Universiti Malaya, 50603, Kuala Lumpur, Malaysia
| | - N Awanis Hashim
- Department of Chemical Engineering, Faculty of Engineering, Universiti Malaya, 50603, Kuala Lumpur, Malaysia; Sustainable Process Engineering Centre (SPEC), Department of Chemical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur, 50603, Malaysia.
| | - Mohamad Fairus Bin Rabuni
- Department of Chemical Engineering, Faculty of Engineering, Universiti Malaya, 50603, Kuala Lumpur, Malaysia; Sustainable Process Engineering Centre (SPEC), Department of Chemical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur, 50603, Malaysia.
| | - Ong Lide
- Department of Chemical Engineering, Faculty of Engineering, Universiti Malaya, 50603, Kuala Lumpur, Malaysia
| | - Aubaid Ullah
- Department of Chemical Engineering, Faculty of Engineering, Universiti Malaya, 50603, Kuala Lumpur, Malaysia
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13
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Wootton N, Gillanders BM, Leterme S, Noble W, Wilson SP, Blewitt M, Swearer SE, Reis-Santos P. Research priorities on microplastics in marine and coastal environments: An Australian perspective to advance global action. MARINE POLLUTION BULLETIN 2024; 205:116660. [PMID: 38981192 DOI: 10.1016/j.marpolbul.2024.116660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 06/26/2024] [Accepted: 06/27/2024] [Indexed: 07/11/2024]
Abstract
Plastic and microplastic contamination in the environment receive global attention, with calls for the synthesis of scientific evidence to inform actionable strategies and policy-relevant practices. We provide a systematic literature review on microplastic research across Australian coastal environments in water, sediment and biota, highlighting the main research foci and gaps in information. At the same time, we conducted surveys and workshops to gather expert opinions from multiple stakeholders (including researchers, industry, and government) to identify critical research directions to meet stakeholder needs across sectors. Through this consultation and engagement process, we created a platform for knowledge exchange and identified three major priorities to support evidence-based policy, regulation, and management. These include a need for (i) method harmonisation in microplastic assessments, (ii) information on the presence, sources, and pathways of plastic pollution, and (iii) advancing our understanding of the risk of harm to individuals and ecosystems.
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Affiliation(s)
- Nina Wootton
- School of Biological Sciences and the Environment Institute, University of Adelaide, South Australia 5005, Australia.
| | - Bronwyn M Gillanders
- School of Biological Sciences and the Environment Institute, University of Adelaide, South Australia 5005, Australia
| | - Sophie Leterme
- College of Science and Engineering, Flinders University, GPO Box 2100, Adelaide, South Australia 5001, Australia; Institute for Nanoscale Science and Technology, Flinders University, GPO Box 2100, Adelaide, South Australia 5001, Australia
| | - Warwick Noble
- Water Quality, Environment Protection Authority, GPO Box 2607, Adelaide, South Australia 5001, Australia
| | - Scott P Wilson
- AUSMAP, Total Environment Centre, PO Box K61, Haymarket, New South Wales 1240, Australia; School of Natural Sciences, Macquarie University, Sydney, Australia
| | - Michelle Blewitt
- AUSMAP, Total Environment Centre, PO Box K61, Haymarket, New South Wales 1240, Australia
| | - Stephen E Swearer
- Oceans Institute, The University of Western Australia, Perth, Western Australia, Australia
| | - Patrick Reis-Santos
- School of Biological Sciences and the Environment Institute, University of Adelaide, South Australia 5005, Australia
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14
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Pittroff M, Loui C, Oswald SE, Bochow M, Kamp J, Dierkes G, Lensing HJ, Munz M. Riverbed depth-specific microplastics distribution and potential use as process marker. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:45326-45340. [PMID: 38963618 PMCID: PMC11255049 DOI: 10.1007/s11356-024-34094-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 06/19/2024] [Indexed: 07/05/2024]
Abstract
Riverbed sediments have been identified as temporary and long-term accumulation sites for microplastic particles (MPs), but the relocation and retention mechanisms in riverbeds still need to be better understood. In this study, we investigated the depth-specific occurrence and distribution (abundance, type, and size) of MPs in river sediments down to a depth of 100 cm, which had not been previously investigated in riverbeds. In four sediment freeze cores taken for the Main River (Germany), MPs (≥ 100 µm) were detected using two complementary analytical approaches (spectroscopy and thermoanalytical) over the entire depth with an average of 21.7 ± 21.4 MP/kg or 31.5 ± 28.0 mg/kg. Three vertical trends for MP abundance could be derived, fairly constant in top layers (0-30 cm), a decrease in middle layers (30-60 cm), and a strong increase in deep layers (60-100 cm). The dominant polymer types were polyethylene (PE), polypropylene (PP), and polystyrene (PS). Polyethylene terephthalate (PET) and PP were also found in deep layers, albeit with the youngest age of earliest possible occurrence (EPO age of 1973 and 1954). The fraction of smaller-sized MPs (100-500 µm) increased with depth in shallow layers, but the largest MPs (> 1 mm) were detected in deep layers. Based on these findings, we elucidate the relationship between the depth-specific MP distribution and the prevailing processes of MP retention and sediment dynamics in the riverbed. We propose some implications and offer an initial conceptual approach, suggesting the use of microplastics as a potential environmental process tracer for driving riverbed sediment dynamics.
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Affiliation(s)
- Marco Pittroff
- Department Geotechnical Engineering, Federal Waterways Engineering and Research Institute (BAW), Kußmaulstraße 17, 76187, Karlsruhe, Germany.
- Institute of Environmental Science and Geography, University of Potsdam, Karl-Liebknecht-Str. 24-25, 14476, Potsdam, Germany.
| | - Constantin Loui
- Institute of Environmental Science and Geography, University of Potsdam, Karl-Liebknecht-Str. 24-25, 14476, Potsdam, Germany
| | - Sascha E Oswald
- Institute of Environmental Science and Geography, University of Potsdam, Karl-Liebknecht-Str. 24-25, 14476, Potsdam, Germany
| | - Mathias Bochow
- Helmholtz Centre Potsdam, GFZ German Research Centre for Geosciences, Section 1.4 Remote Sensing, Telegrafenberg, 14473, Potsdam, Germany
| | - Jan Kamp
- German Federal Institute of Hydrology, Am Mainzer Tor 1, 56068, Koblenz, Germany
| | - Georg Dierkes
- German Federal Institute of Hydrology, Am Mainzer Tor 1, 56068, Koblenz, Germany
| | - Hermann-Josef Lensing
- Department Geotechnical Engineering, Federal Waterways Engineering and Research Institute (BAW), Kußmaulstraße 17, 76187, Karlsruhe, Germany
| | - Matthias Munz
- Institute of Environmental Science and Geography, University of Potsdam, Karl-Liebknecht-Str. 24-25, 14476, Potsdam, Germany
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15
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Cordeiro RDM, Cardoso VV, Carneiro RN, Almeida CMM. Validation of an FT-IR microscopy method for the monitorization of microplastics in water for human consumption in Portugal: Lisbon case study. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024:10.1007/s11356-024-33966-8. [PMID: 38922468 DOI: 10.1007/s11356-024-33966-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 06/07/2024] [Indexed: 06/27/2024]
Abstract
The growing anthropogenic contamination of natural water by microplastics (MPs) confirms the urgent need to preserve this precious resource. MPs are part of the group of contaminants of emerging concern, and the occurrence studies in surface water and water for human consumption (WHC) are mandatory for environmental and human health risk assessment. This study aims to optimize and validate a Fourier transform infrared spectroscopy method coupled with optical microscopy (micro-FTIR) in transmission mode to monitor MPs in WHC. Water sample (250 mL; without sample pre-treatment) was filtered through 5 µm silicon filters. The infrared spectra identification was performed by OMNIC mathematical correlation, using various spectra libraries for polymers (including the in-house IR spectra library), a background reading on a clean silicon filter, and an aperture of 100 µm × 100 µm. The validated method showed good accuracy, with an average recovery for representative polymers of 91%, a relative standard deviation of 13%, and a reporting limit (RL) of 44 MPs/L. Sixty WHC samples from the Lisbon water supply system showed MPs ranging from 0 (< RL) to 934 MPs/L, with an average value of 309 MPs/L. The most representative polymers were polyethylene (PE, 76.8%), polyethylene terephthalate (PET, 6.9%), polypropylene (PP, 6%), polystyrene (PS, 4%), and polyamide (PA,4%). In terms of size, the microplastic particles had an average length and width of 76 µm and 39 µm, respectively.
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Affiliation(s)
| | - Vítor V Cardoso
- Empresa Portuguesa das Águas Livres, S.A. - EPAL, Direção de Laboratórios, Lisbon, Portugal
| | - Rui N Carneiro
- Empresa Portuguesa das Águas Livres, S.A. - EPAL, Direção de Laboratórios, Lisbon, Portugal
| | - Cristina M M Almeida
- iMed.UL, Faculdade de Farmácia da Universidade de Lisboa, Lisbon, Portugal.
- Laboratório de Bromatologia e Qualidade da Água, Faculdade de Farmácia da Universidade de Lisboa, Lisbon, Portugal.
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16
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Jurowski K, Noga M, Kobylarz D, Niżnik Ł, Krośniak A. Multimodal Imaging Using Raman Spectroscopy and FTIR in a Single Analytical Instrument with a Microscope (Infrared Raman Microscopy AIRsight, Shimadzu): Opportunities and Applications. Int J Mol Sci 2024; 25:6884. [PMID: 38999996 PMCID: PMC11241415 DOI: 10.3390/ijms25136884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 06/04/2024] [Accepted: 06/20/2024] [Indexed: 07/14/2024] Open
Abstract
Raman spectroscopy and Fourier transform infrared (FTIR) spectroscopy are powerful analytical techniques widely used separately in different fields of study. Integrating these two powerful spectroscopic techniques into one device represents a groundbreaking advance in multimodal imaging. This new combination which merges the molecular vibrational information from Raman spectroscopy with the ability of FTIR to study polar bonds, creates a unique and complete analytical tool. Through a detailed examination of the microscope's operation and case studies, this article illustrates how this integrated analytical instrument can provide more thorough and accurate analysis than traditional methods, potentially revolutionising analytical sample characterisation. This article aims to present the features and possible uses of a unified instrument merging FTIR and Raman spectroscopy for multimodal imaging. It particularly focuses on the technological progress and collaborative benefits of these two spectroscopic techniques within the microscope system. By emphasising this approach's unique benefits and improved analytical capabilities, the authors aim to illustrate its applicability in diverse scientific and industrial sectors.
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Affiliation(s)
- Kamil Jurowski
- Laboratory of Innovative Toxicological Research and Analyzes, Institute of Medical Sciences, Medical College, Rzeszów University, Al. mjr. W. Kopisto 2a, 35-959 Rzeszów, Poland
- Department of Regulatory and Forensic Toxicology, Institute of Medical Expertises, ul. Aleksandrowska 67/93, 91-205 Łódź, Poland
| | - Maciej Noga
- Department of Regulatory and Forensic Toxicology, Institute of Medical Expertises, ul. Aleksandrowska 67/93, 91-205 Łódź, Poland
| | - Damian Kobylarz
- Department of Regulatory and Forensic Toxicology, Institute of Medical Expertises, ul. Aleksandrowska 67/93, 91-205 Łódź, Poland
| | - Łukasz Niżnik
- Department of Regulatory and Forensic Toxicology, Institute of Medical Expertises, ul. Aleksandrowska 67/93, 91-205 Łódź, Poland
| | - Alicja Krośniak
- Department of Regulatory and Forensic Toxicology, Institute of Medical Expertises, ul. Aleksandrowska 67/93, 91-205 Łódź, Poland
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17
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Gratzl J, Seifried TM, Stolzenburg D, Grothe H. A fluorescence approach for an online measurement technique of atmospheric microplastics. ENVIRONMENTAL SCIENCE: ATMOSPHERES 2024; 4:601-610. [PMID: 38883229 PMCID: PMC11170559 DOI: 10.1039/d4ea00010b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 03/12/2024] [Indexed: 06/18/2024]
Abstract
Microplastic particles in the atmosphere are regularly detected in urban areas as well as in very remote locations. Yet the sources, chemical transformation, transport, and abundance of airborne microplastics still remain largely unexplained. Therefore, their impact on health, weather and climate related processes lacks comprehensive understanding. Single particle detection presents a substantial challenge due to its time-consuming process and is conducted solely offline. To get more information about the distribution, fluxes and sources of microplastics in the atmosphere, a reliable and fast online measurement technique is of utmost importance. Here we demonstrate the use of the autofluorescence of microplastic particles for their online detection with a high sensitivity towards different widely used polymers. We deploy online, single particle fluorescence spectroscopy with a Wideband Integrated Bioaerosol Sensor WIBS 5/NEO (Droplet Measurement Technologies, USA), which enables single particle fluorescence measurements at two excitation wavelengths (280 nm and 370 nm) and in two emission windows (310-400 nm and 420-650 nm). We investigated shredded (<100 μm) everyday plastic products (drinking bottles and yogurt cups) and pure powders of polyethylene terephthalate (PET), polyethylene and polypropylene. For the broad range of typical plastic products analyzed, we detected fluorescence on a single particle level using the WIBS. The online detection can identify particles smaller than 2 μm. In the case of microplastic particles from a PET bottle, 1.2 μm sized particles can be detected with 95% efficiency. Comparison with biological aerosols reveals that microplastics can be distinguished from two abundant pollen species and investigation of the complete fluorescence excitation emission maps of all samples shows that online identification of microplastics might be possible with fluorescence techniques if multiple channels are available.
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Affiliation(s)
- Jürgen Gratzl
- Institute of Materials Chemistry TU Wien Vienna Austria
| | - Teresa M Seifried
- Department of Chemistry, University of British Columbia Vancouver British Columbia Canada
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18
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Choi S, Lee S, Kim MK, Yu ES, Ryu YS. Challenges and Recent Analytical Advances in Micro/Nanoplastic Detection. Anal Chem 2024; 96:8846-8854. [PMID: 38758170 DOI: 10.1021/acs.analchem.3c05948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/18/2024]
Abstract
Despite growing ecological concerns, studies on microplastics and nanoplastics are still in their initial stages owing to technical hurdles in analytical techniques, especially for nanoplastics. We provide an overview of the general attributes of micro/nanoplastics in natural environments and analytical techniques commonly used for their analysis. After demonstrating the analytical challenges associated with the identification of nanoplastics due to their distinctive characteristics, we discuss recent technological advancements for detecting nanoplastics.
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Affiliation(s)
- Seungyeop Choi
- School of Biomedical Engineering, Korea University, Seoul 02841, Republic of Korea
- BK21 Four Institute of Precision Public Health, Korea University, Korea University, Seoul 02841, Republic of Korea
| | - Seungha Lee
- KU-KIST Graduate School of Converging Science and Technology, Korea University, Seoul 02841, Republic of Korea
| | - Myung-Ki Kim
- KU-KIST Graduate School of Converging Science and Technology, Korea University, Seoul 02841, Republic of Korea
| | - Eui-Sang Yu
- Materials and Components Research Division, Electronics and Telecommunications Research Institute, Daejeon 34129, Republic of Korea
| | - Yong-Sang Ryu
- School of Biomedical Engineering, Korea University, Seoul 02841, Republic of Korea
- BK21 Four Institute of Precision Public Health, Korea University, Korea University, Seoul 02841, Republic of Korea
- Department of Micro/Nano System, Korea University, Seoul 02841, Republic of Korea
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19
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Süssmann J, Fischer EK, Hildebrandt L, Walz E, Greiner R, Rohn S, Fritsche J. Nile red staining for rapid screening of plastic-suspect particles in edible seafood tissues. Anal Bioanal Chem 2024; 416:3459-3471. [PMID: 38727737 PMCID: PMC11106118 DOI: 10.1007/s00216-024-05296-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 04/10/2024] [Accepted: 04/11/2024] [Indexed: 05/21/2024]
Abstract
Concerns regarding microplastic (MP) contamination in aquatic ecosystems and its impact on seafood require a better understanding of human dietary MP exposure including extensive monitoring. While conventional techniques for MP analysis like infrared or Raman microspectroscopy provide detailed particle information, they are limited by low sample throughput, particularly when dealing with high particle numbers in seafood due to matrix-related residues. Consequently, more rapid techniques need to be developed to meet the requirements of large-scale monitoring. This study focused on semi-automated fluorescence imaging analysis after Nile red staining for rapid MP screening in seafood. By implementing RGB-based fluorescence threshold values, the need for high operator expertise to prevent misclassification was addressed. Food-relevant MP was identified with over 95% probability and differentiated from natural polymers with a 1% error rate. Comparison with laser direct infrared imaging (LDIR), a state-of-the-art method for rapid MP analysis, showed similar particle counts, indicating plausible results. However, highly variable recovery rates attributed to inhomogeneous particle spiking experiments highlight the need for future development of certified reference material including sample preparation. The proposed method demonstrated suitability of high throughput analysis for seafood samples, requiring 0.02-0.06 h/cm2 filter surface compared to 4.5-14.7 h/cm with LDIR analysis. Overall, the method holds promise as a screening tool for more accurate yet resource-intensive MP analysis methods such as spectroscopic or thermoanalytical techniques.
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Affiliation(s)
- Julia Süssmann
- Department of Safety and Quality of Milk and Fish Products, Max Rubner-Institut, Federal Research Institute of Nutrition and Food, Hermann-Weigmann-Straße 1, 24103, Kiel, Germany.
| | - Elke Kerstin Fischer
- Center for Earth System Research and Sustainability (CEN), University of Hamburg, Bundesstraße 55, 20146, Hamburg, Germany
| | - Lars Hildebrandt
- Department for Inorganic Environmental Chemistry, Helmholtz-Zentrum Hereon, Institute of Coastal Environmental Chemistry, Max-Planck-Straße 1, 21502, Geesthacht, Germany
| | - Elke Walz
- Department of Food Technology and Bioprocess Engineering, Max Rubner-Institut, Federal Research Institute of Nutrition and Food, Haid-Und-Neu-Straße 9, 76131, Karlsruhe, Germany
| | - Ralf Greiner
- Department of Food Technology and Bioprocess Engineering, Max Rubner-Institut, Federal Research Institute of Nutrition and Food, Haid-Und-Neu-Straße 9, 76131, Karlsruhe, Germany
| | - Sascha Rohn
- Department of Food Chemistry and Analysis, Technische Universität Berlin, Institute of Food Technology and Food Chemistry, TIB 4/3-1, Gustav-Meyer-Allee 25, 13355, Berlin, Germany
| | - Jan Fritsche
- Department of Safety and Quality of Milk and Fish Products, Max Rubner-Institut, Federal Research Institute of Nutrition and Food, Hermann-Weigmann-Straße 1, 24103, Kiel, Germany
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20
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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. THE SCIENCE OF THE TOTAL ENVIRONMENT 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] [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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21
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Büngener L, Schäffer SM, Schwarz A, Schwalb A. Microplastics in a small river: Occurrence and influencing factors along the river Oker, Northern Germany. JOURNAL OF CONTAMINANT HYDROLOGY 2024; 264:104366. [PMID: 38759476 DOI: 10.1016/j.jconhyd.2024.104366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 04/22/2024] [Accepted: 05/13/2024] [Indexed: 05/19/2024]
Abstract
Much attention regarding the environmental pollution by plastics had focused on the Oceans. More recently, contamination of freshwater ecosystems has been addressed but information from smaller rivers in moderately populated catchments is still comparatively scarce. This study explored the microplastic (MP) occurrence in the small regional river Oker, Northern Germany (catchment area 1822 km2, population of ca. 500,000, discharge approx. 12 m3 s-1). MPs (fibers and fragments in the size range 0.3-5 mm, identification by microscopy) were found in all 10 in-stream samples collected along the course of the river, ranging between 28 and 134 particles m-3 with an overall average of 63 particles m-3. This MP concentration found in the small river Oker is similar to, or higher than, that reported for larger rivers in similar environments in Central Europe. On average, higher MP concentration was found at urban (71 particles m-3) compared to rural sampling sites (51 particles m-3). Within the Oker catchment, in-stream MP concentration showed no or low correlation to the catchment-scale factors of catchment size and population. Additional samples taken from three locations directly influenced by discharges of potential MP point sources confirmed wastewater treatment plants of different capacities and an urban rainwater sewer as sources. Our results support findings that MP concentrations in small rivers are crucially influenced by local sources, superimposing linear relationships to factors of catchment size and -population. They show that even small rivers draining moderately populated catchments may exhibit comparatively high concentrations of MPs, and thereby represent underestimated pathways of MP in the environment.
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Affiliation(s)
- Lina Büngener
- Water, Energy and Environmental Engineering, University of Oulu, Finland.
| | - Sarah-Maria Schäffer
- Institute of Geosystems and Bioindication, Technical University of Braunschweig, Germany
| | - Anja Schwarz
- Institute of Geosystems and Bioindication, Technical University of Braunschweig, Germany
| | - Antje Schwalb
- Institute of Geosystems and Bioindication, Technical University of Braunschweig, Germany
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22
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Wang M, Chen S, Cheng S, Nederstigt TAP, Poelmann RE, DeRuiter MC, Lamers GEM, Willemse JJ, Mascitelli C, Vijver MG, Richardson MK. The biodistribution of polystyrene nanoparticles administered intravenously in the chicken embryo. ENVIRONMENT INTERNATIONAL 2024; 188:108723. [PMID: 38744045 DOI: 10.1016/j.envint.2024.108723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 04/08/2024] [Accepted: 05/06/2024] [Indexed: 05/16/2024]
Abstract
Nanoplastics can cause severe malformations in chicken embryos. To improve our understanding of the toxicity of nanoplastics to embryos, we have studied their biodistribution in living chicken embryos. We injected the embryos in the vitelline vein at stages 18-19. We injected polystyrene nanoparticles (PS-NPs) tagged with europium- or fluorescence. Their biodistribution was tracked using inductively-coupled plasma mass spectrometry on tissue lysates, paraffin histology, and vibratome sections analysed by machine learning algorithms. PS-NPs were found at high levels in the heart, liver and kidneys. Furthermore, PS-NPs crossed the endocardium of the heart at sites of epithelial-mesenchymal transformation; they also crossed the liver endothelium. Finally, we detected PS-NPs in the allantoic fluid, consistent with their being excreted by the kidneys. Our study shows the power of the chicken embryo model for analysing the biodistribution of nanoplastics in embryos. Such experiments are difficult or impossible in mammalian embryos. These findings are a major advance in our understanding of the biodistribution and tissue-specific accumulation of PS-NPs in developing animals.
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Affiliation(s)
- Meiru Wang
- Institute of Biology, Leiden University, Sylvius Laboratory, Sylviusweg 72, 2333 BE Leiden, The Netherlands
| | - Shuhao Chen
- Institute of Biology, Leiden University, Sylvius Laboratory, Sylviusweg 72, 2333 BE Leiden, The Netherlands
| | - Shixiong Cheng
- Institute of Biology, Leiden University, Sylvius Laboratory, Sylviusweg 72, 2333 BE Leiden, The Netherlands
| | - Tom A P Nederstigt
- Centrum voor Milieuwetenschappen Leiden (CML), Van Steenis Building, Einsteinweg 2, 2333 CC Leiden, The Netherlands
| | - Robert E Poelmann
- Institute of Biology, Leiden University, Sylvius Laboratory, Sylviusweg 72, 2333 BE Leiden, The Netherlands
| | - Marco C DeRuiter
- Department of Anatomy and Embryology, Leiden University Medical Center, LUMC Onderzoeksgebouw, Einthovenweg 20, 2333 ZC Leiden, The Netherlands
| | - Gerda E M Lamers
- Institute of Biology, Leiden University, Sylvius Laboratory, Sylviusweg 72, 2333 BE Leiden, The Netherlands
| | - Joost J Willemse
- Institute of Biology, Leiden University, Sylvius Laboratory, Sylviusweg 72, 2333 BE Leiden, The Netherlands
| | - Chiara Mascitelli
- Institute of Biology, Leiden University, Sylvius Laboratory, Sylviusweg 72, 2333 BE Leiden, The Netherlands
| | - Martina G Vijver
- Centrum voor Milieuwetenschappen Leiden (CML), Van Steenis Building, Einsteinweg 2, 2333 CC Leiden, The Netherlands
| | - Michael K Richardson
- Institute of Biology, Leiden University, Sylvius Laboratory, Sylviusweg 72, 2333 BE Leiden, The Netherlands.
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23
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Lindstrom AP, Conny JM, Ortiz-Montalvo DL. Sampling of microplastics at a materials recovery facility. Anal Bioanal Chem 2024; 416:2885-2891. [PMID: 38558307 PMCID: PMC11045654 DOI: 10.1007/s00216-024-05231-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 02/20/2024] [Accepted: 02/28/2024] [Indexed: 04/04/2024]
Abstract
Detecting, separating, and characterizing airborne microplastics from other airborne particulates is currently challenging due to the various instrumental constraints and related sample preparation hurdles that must be overcome. The ability to measure these real-world environments is needed to better assess the risks associated with microplastics. To that end, the current study focused on developing a methodology for sampling and characterizing airborne microplastics. Particulate sampling was carried out at a municipal materials recovery facility near a conveyer belt containing sorted plastic materials to collect airborne environmental particles on filters. Nucleopore filters were mounted on Teflon support rings, coated with 100 nm aluminum to reduce the background signal for micro-Raman spectroscopy, and marked with a fiducial pattern using a laser engraver. The fiducial pattern was crucial in identifying samples, relocating particles, and efficiently enabling orthogonal measurements on the same samples. Optimum sampling conditions of 2 h at 25 L/min were determined using light microscopy to evaluate the particle loadings. The filters were then cut into slices which were attached to sections of thin beryllium-copper sheeting for easy transfer of the filter between microscopy platforms. Scanning electron microscopy was used to identify carbon-rich particles. Light microscopy was used to identify colored particles which were also carbon-rich which were then analyzed using micro-Raman spectroscopy to identify specific polymers.
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Affiliation(s)
- Abigail P Lindstrom
- Materials Measurement Science Division, National Institute of Standards and Technology, Gaithersburg, MD, USA.
| | - Joseph M Conny
- Materials Measurement Science Division, National Institute of Standards and Technology, Gaithersburg, MD, USA
| | - Diana L Ortiz-Montalvo
- Materials Measurement Science Division, National Institute of Standards and Technology, Gaithersburg, MD, USA
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24
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Jacob O, Stefaniak EA, Seghers J, La Spina R, Schirinzi GF, Chatzipanagis K, Held A, Emteborg H, Koeber R, Elsner M, Ivleva NP. Towards a reference material for microplastics' number concentration-case study of PET in water using Raman microspectroscopy. Anal Bioanal Chem 2024; 416:3045-3058. [PMID: 38546794 PMCID: PMC11045626 DOI: 10.1007/s00216-024-05251-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 02/23/2024] [Accepted: 03/04/2024] [Indexed: 04/28/2024]
Abstract
Increasing demand for size-resolved identification and quantification of microplastic particles in drinking water and environmental samples requires the adequate validation of methods and techniques that can be used for this purpose. In turn, the feasibility of such validation depends on the existence of suitable certified reference materials (CRM). A new candidate reference material (RM), consisting of polyethylene terephthalate (PET) particles and a water matrix, has been developed. Here, we examine its suitability with respect to a homogeneous and stable microplastic particle number concentration across its individual units. A measurement series employing tailor-made software for automated counting and analysis of particles (TUM-ParticleTyper 2) coupled with Raman microspectroscopy showed evidence of the candidate RM homogeneity with a relative standard deviation of 12% of PET particle counts involving particle sizes >30 µm. Both the total particle count and the respective sums within distinct size classes were comparable in all selected candidate RM units. We demonstrate the feasibility of production of a reference material that is sufficiently homogeneous and stable with respect to the particle number concentration.
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Affiliation(s)
- Oliver Jacob
- Institute of Water Chemistry, Chair of Analytical Chemistry and Water Chemistry, Technical University of Munich, Lichtenbergstr. 4, 85748, Garching, Germany
| | | | - John Seghers
- Joint Research Centre (JRC), European Commission (EC), Geel, Belgium
| | - Rita La Spina
- Joint Research Centre (JRC), European Commission (EC), Geel, Belgium
| | | | | | - Andrea Held
- Joint Research Centre (JRC), European Commission (EC), Geel, Belgium
| | - Håkan Emteborg
- Joint Research Centre (JRC), European Commission (EC), Geel, Belgium
| | - Robert Koeber
- Joint Research Centre (JRC), European Commission (EC), Geel, Belgium
| | - Martin Elsner
- Institute of Water Chemistry, Chair of Analytical Chemistry and Water Chemistry, Technical University of Munich, Lichtenbergstr. 4, 85748, Garching, Germany
| | - Natalia P Ivleva
- Institute of Water Chemistry, Chair of Analytical Chemistry and Water Chemistry, Technical University of Munich, Lichtenbergstr. 4, 85748, Garching, Germany.
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25
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Yang Z, Zhang H, Lü F, Yang Y, Hu T, He P. A Novel High-Throughput Detection Method for Plastic Debris in Organic-Rich Matrices Based on Image Fusion. Anal Chem 2024; 96:6045-6054. [PMID: 38569073 DOI: 10.1021/acs.analchem.4c00584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2024]
Abstract
Plastic pollution pervades natural environments and wildlife. Consequently, high-throughput detection methods for plastic debris are urgently needed. A novel method was developed to detect plastic debris larger than 0.5 mm, which integrated an extraction method with low organic loss and plastic damage alongside a classification method for fused images. This extraction method broadened the size range of the remaining plastic debris, while the fusion solved the low spatial resolution of hyperspectral images and the absence of spectral information in red-green-blue (RGB) images. This method was validated for plastic debris in digestate, compost, and sludge, with extraction demonstrating 100% recovery rates for all samples. After fusion, the spatial resolution of hyperspectral images was improved about five times. Classification recall for the fused hyperspectral images achieved 97 ± 8%, surpassing 83 ± 29% of the raw images. Application of this method to solid digestate detected 1030 ± 212 items/kg of plastic debris, comparable with the conventional Fourier transform infrared spectroscopic result of 1100 ± 436 items/kg. This developed method can investigate plastic debris in complex matrices, simultaneously addressing a wide range of sizes and types. This capability helps acquire reliable data to predict secondary microplastic generation and conduct a risk assessment.
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Affiliation(s)
- Zhan Yang
- Institute of Waste Treatment and Reclamation, Tongji University, Shanghai 200092, P. R. China
| | - Hua Zhang
- Institute of Waste Treatment and Reclamation, Tongji University, Shanghai 200092, P. R. China
- Shanghai Institute of Pollution Control and Ecological Security, Shanghai 200092, P. R. China
| | - Fan Lü
- Institute of Waste Treatment and Reclamation, Tongji University, Shanghai 200092, P. R. China
- Shanghai Institute of Pollution Control and Ecological Security, Shanghai 200092, P. R. China
| | - Yicheng Yang
- Institute of Waste Treatment and Reclamation, Tongji University, Shanghai 200092, P. R. China
| | - Tian Hu
- Institute of Waste Treatment and Reclamation, Tongji University, Shanghai 200092, P. R. China
| | - Pinjing He
- Institute of Waste Treatment and Reclamation, Tongji University, Shanghai 200092, P. R. China
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26
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Cowger W, Markley LAT, Moore S, Gray AB, Upadhyay K, Koelmans AA. How many microplastics do you need to (sub)sample? ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 275:116243. [PMID: 38522288 DOI: 10.1016/j.ecoenv.2024.116243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 03/08/2024] [Accepted: 03/18/2024] [Indexed: 03/26/2024]
Abstract
Analysis of microplastics in the environment requires polymer characterization as a confirmation step for suspected microplastic particles found in a sample. Material characterization is costly and can take a long time per particle. When microplastic particle counts are high, many researchers cannot characterize every particle in their sample due to time or monetary constraints. Moreover, characterizing every particle in samples with high plastic particle counts is unnecessary for describing the sample properties. We propose an a priori approach to determine the number of suspected microplastic particles in a sample that should be randomly subsampled for characterization to accurately assess the polymer distribution in the environmental sample. The proposed equation is well-founded in statistics literature and was validated using published microplastic data and simulations for typical microplastic subsampling routines. We report values from the whole equation but also derive a simple way to calculate the necessary particle count for samples or subsamples by taking the error to the power of negative two. Assuming an error of 0.05 (5 %) with a confidence interval of 95 %, an unknown expected proportion, and a sample with many particles (> 100k), the minimum number of particles in a subsample should be 386 particles to accurately characterize the polymer distribution of the sample, given the particles are randomly characterized from the full population of suspected particles. Extending this equation to simultaneously estimate polymer, color, size, and morphology distributions reveals more particles (620) would be needed in the subsample to achieve the same high absolute error threshold for all properties. The above proposal for minimum subsample size also applies to the minimum count that should be present in samples to accurately characterize particle type presence and diversity in a given environmental compartment.
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Affiliation(s)
- Win Cowger
- Moore Institute for Plastic Pollution Research, 120 N Marina Drive Long Beach, CA 90803, USA; University of California, Riverside, USA.
| | | | - Shelly Moore
- Moore Institute for Plastic Pollution Research, 120 N Marina Drive Long Beach, CA 90803, USA
| | | | | | - Albert A Koelmans
- Wageningen University, Aquatic Ecology and Water Quality Management Group, PO Box 47, Wageningen 6700 AA, the Netherlands
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27
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Faltynkova A, Deschênes CE, Zolich A, Wagner M, Johansen TA, Johnsen G. Use of an uncrewed surface vehicle and near infrared hyperspectral imaging for sampling and analysis of aquatic microplastics. MARINE POLLUTION BULLETIN 2024; 201:116214. [PMID: 38457875 DOI: 10.1016/j.marpolbul.2024.116214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 02/28/2024] [Accepted: 02/29/2024] [Indexed: 03/10/2024]
Abstract
Data on MP in aquatic environments have low resolution in space and time. Scaling up sampling and increasing analysis throughput are the main bottlenecks. We combined two approaches: an uncrewed surface vehicle (USV) and near infrared hyperspectral imaging (NIR-HSI) for sampling and analysis of MP > 300 μm. We collected 35 water samples over 4 d in a coastal area. Samples were analyzed using NIR-HSI and Fourier transform infrared spectroscopy (FTIR). Spiked samples were used to determine recovery. We conclude that using a USV can mitigate issues of traditional trawls like scalability, repeatability, and contamination. NIR-HSI detects more polyethylene but less polypropylene than FTIR analysis and reduces analysis time significantly. Highly variable concentrations were found at both sampling locations, with mean MP concentration of 0.28 and 0.01 MP m-3 for location A and B respectively. USV sampling in tandem with NIR-HSI is an effective analytical pipeline for MP monitoring.
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Affiliation(s)
- Andrea Faltynkova
- Department of Biology, Norwegian University of Science and Technology, Høgskoleringen 5, 7491 Trondheim, Norway.
| | - Catherine E Deschênes
- Department of Biology, Norwegian University of Science and Technology, Høgskoleringen 5, 7491 Trondheim, Norway
| | - Artur Zolich
- Department of Cybernetics Engineering, Norwegian University of Science and Technology, Høgskoleringen 5, 7491 Trondheim, Norway
| | - Martin Wagner
- Department of Biology, Norwegian University of Science and Technology, Høgskoleringen 5, 7491 Trondheim, Norway
| | - Tor Arne Johansen
- Department of Cybernetics Engineering, Norwegian University of Science and Technology, Høgskoleringen 5, 7491 Trondheim, Norway
| | - Geir Johnsen
- Department of Biology, Norwegian University of Science and Technology, Høgskoleringen 5, 7491 Trondheim, Norway
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28
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Zahid H, Afzal N, Arif MM, Zahid M, Nawab S, Qasim MM, Alvi FN, Nazir S, Perveen I, Abbas N, Saleem Y, Mazhar S, Nawaz S, Faridi TA, Awan HMA, Syed Q, Abidi SHI. Microorganism-mediated biodegradation for effective management and/or removal of micro-plastics from the environment: a comprehensive review. Arch Microbiol 2024; 206:198. [PMID: 38558101 DOI: 10.1007/s00203-024-03904-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 02/18/2024] [Accepted: 02/19/2024] [Indexed: 04/04/2024]
Abstract
Micro- plastics (MPs) pose significant global threats, requiring an environment-friendly mode of decomposition. Microbial-mediated biodegradation and biodeterioration of micro-plastics (MPs) have been widely known for their cost-effectiveness, and environment-friendly techniques for removing MPs. MPs resistance to various biocidal microbes has also been reported by various studies. The biocidal resistance degree of biodegradability and/or microbiological susceptibility of MPs can be determined by defacement, structural deformation, erosion, degree of plasticizer degradation, metabolization, and/or solubilization of MPs. The degradation of microplastics involves microbial organisms like bacteria, mold, yeast, algae, and associated enzymes. Analytical and microbiological techniques monitor microplastic biodegradation, but no microbial organism can eliminate microplastics. MPs can pose environmental risks to aquatic and human life. Micro-plastic biodegradation involves fragmentation, assimilation, and mineralization, influenced by abiotic and biotic factors. Environmental factors and pre-treatment agents can naturally degrade large polymers or induce bio-fragmentation, which may impact their efficiency. A clear understanding of MPs pollution and the microbial degradation process is crucial for mitigating its effects. The study aimed to identify deteriogenic microorganism species that contribute to the biodegradation of micro-plastics (MPs). This knowledge is crucial for designing novel biodeterioration and biodegradation formulations, both lab-scale and industrial, that exhibit MPs-cidal actions, potentially predicting MPs-free aquatic and atmospheric environments. The study emphasizes the urgent need for global cooperation, research advancements, and public involvement to reduce micro-plastic contamination through policy proposals and improved waste management practices.
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Affiliation(s)
- Hassan Zahid
- Department of Public Health, University of Health Sciences, Lahore, Pakistan
| | - Nimra Afzal
- Faculty of Science and Technology, University of Central Punjab, Lahore, Pakistan
| | - Muhammad Maaz Arif
- Department of Medical Education, University of Health Sciences, Lahore, Pakistan
| | - Mahnoor Zahid
- Department of Biochemistry and Molecular Biology, University of Gujrat, Gujrat, Pakistan
| | - Samia Nawab
- Government Graduate College (W), Township, Lahore, Pakistan
| | | | | | | | - Ishrat Perveen
- Food and Biotechnology Research Centre, Pakistan Council of Scientific and Industrial Research Centre, Lahore, Pakistan.
| | - Naaz Abbas
- Minhaj University Lahore, Lahore, Pakistan
| | - Yasar Saleem
- Food and Biotechnology Research Centre, Pakistan Council of Scientific and Industrial Research Centre, Lahore, Pakistan
| | - Sania Mazhar
- Food and Biotechnology Research Centre, Pakistan Council of Scientific and Industrial Research Centre, Lahore, Pakistan
| | - Shaista Nawaz
- Food and Biotechnology Research Centre, Pakistan Council of Scientific and Industrial Research Centre, Lahore, Pakistan
| | | | | | - Quratulain Syed
- Food and Biotechnology Research Centre, Pakistan Council of Scientific and Industrial Research Centre, Lahore, Pakistan
| | - Syed Hussain Imam Abidi
- Food and Biotechnology Research Centre, Pakistan Council of Scientific and Industrial Research Centre, Lahore, Pakistan
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29
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Primpke S, Meyer B, Falcou-Préfol M, Schütte W, Gerdts G. At second glance: The importance of strict quality control - A case study on microplastic in the Southern Ocean key species Antarctic krill, Euphausia superba. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 918:170618. [PMID: 38325470 DOI: 10.1016/j.scitotenv.2024.170618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 01/30/2024] [Accepted: 01/30/2024] [Indexed: 02/09/2024]
Abstract
The stomach content of 60 krill specimens from the Southern Ocean were analyzed for the presence of microplastic (MP), by testing different sample volumes, extraction approaches, and applying hyperspectral imaging Fourier-transform infrared spectroscopy (μFTIR). Strict quality control was applied on the generated results. A high load of residual materials in pooled samples hampered the analysis and avoided a reliable determination of putative MP particles. Individual krill stomachs displayed reliable results, however, only after re-treating the samples with hydrogen peroxide. Before this treatment, lipid rich residues of krill resulted in false assignments of polymer categories and hence, false high MP particle numbers. Finally, MP was identified in 4 stomachs out of 60, with only one MP particle per stomach. Our study highlights the importance of strict quality control to verify results before coming to a final decision on MP contamination in the environment to aid the establishment of suitable internationally standardized protocols for sampling and analysis of MP in organisms including their habitats in Southern Ocean and worldwide.
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Affiliation(s)
- Sebastian Primpke
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Division Shelf Sea System Ecology, Biologische Anstalt Helgoland, Kurpromenade, 27498 Helgoland, Germany.
| | - Bettina Meyer
- Alfred Wegener Institute for Polar and Marine Research, Division Polar Biological Oceanography, Am Handelshafen 12, 27570 Bremerhaven, Germany; Carl-von-Ossietzky University Oldenburg, Institute for Chemistry and Biology of the Marine Environment, Ammerländer Heerstraße 114-118, 26129 Oldenburg, Germany; Helmholtz Institute for Functional Marine Biodiversity (HIFMB) at the Carl-von-Ossietzky University, Oldenburg 26111, Germany.
| | - Mathilde Falcou-Préfol
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Division Shelf Sea System Ecology, Biologische Anstalt Helgoland, Kurpromenade, 27498 Helgoland, Germany; Alfred Wegener Institute for Polar and Marine Research, Division Polar Biological Oceanography, Am Handelshafen 12, 27570 Bremerhaven, Germany; Nantes Université, 1 Quai de Tourville, 44035 Nantes Cedex 1, France
| | - Wyona Schütte
- Alfred Wegener Institute for Polar and Marine Research, Division Polar Biological Oceanography, Am Handelshafen 12, 27570 Bremerhaven, Germany; Carl-von-Ossietzky University Oldenburg, Institute for Chemistry and Biology of the Marine Environment, Ammerländer Heerstraße 114-118, 26129 Oldenburg, Germany
| | - Gunnar Gerdts
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Division Shelf Sea System Ecology, Biologische Anstalt Helgoland, Kurpromenade, 27498 Helgoland, Germany
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30
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Roth A, Tannert A, Ziller N, Eiserloh S, Göhrig B, Guliev RR, Gonzalez Vazquez MJ, Naumann M, Mosig AS, Stengel S, Heutelbeck ARR, Neugebauer U. Quantification of Polystyrene Uptake by Different Cell Lines Using Fluorescence Microscopy and Label-Free Visualization of Intracellular Polystyrene Particles by Raman Microspectroscopic Imaging. Cells 2024; 13:454. [PMID: 38474417 DOI: 10.3390/cells13050454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 02/28/2024] [Accepted: 02/29/2024] [Indexed: 03/14/2024] Open
Abstract
Environmental pollution caused by plastic is a present problem. Polystyrene is a widely used packaging material (e.g., Styrofoam) that can be broken down into microplastics through abrasion. Once the plastic is released into the environment, it is dispersed by wind and atmospheric dust. In this study, we investigated the uptake of polystyrene particles into human cells using A549 cells as a model of the alveolar epithelial barrier, CaCo-2 cells as a model of the intestinal epithelial barrier, and THP-1 cells as a model of immune cells to simulate a possible uptake of microplastics by inhalation, oral uptake, and interaction with the cellular immune system, respectively. The uptake of fluorescence-labeled beads by the different cell types was investigated by confocal laser scanning microscopy in a semi-quantitative, concentration-dependent manner. Additionally, we used Raman spectroscopy as a complementary method for label-free qualitative detection and the visualization of polystyrene within cells. The uptake of polystyrene beads by all investigated cell types was detected, while the uptake behavior of professional phagocytes (THP-1) differed from that of adherent epithelial cells.
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Affiliation(s)
- Amelie Roth
- Leibniz Institute of Photonic Technology, 07745 Jena, Germany
- Occupational, Social and Environmental Medicine, Jena University Hospital, 07747 Jena, Germany
| | - Astrid Tannert
- Leibniz Institute of Photonic Technology, 07745 Jena, Germany
- Center for Sepsis Control and Care and Department of Anaesthesiology and Intensive Care Medicine, Jena University Hospital, 07747 Jena, Germany
| | - Nadja Ziller
- Occupational, Social and Environmental Medicine, Jena University Hospital, 07747 Jena, Germany
| | - Simone Eiserloh
- Leibniz Institute of Photonic Technology, 07745 Jena, Germany
- Center for Sepsis Control and Care and Department of Anaesthesiology and Intensive Care Medicine, Jena University Hospital, 07747 Jena, Germany
| | - Bianca Göhrig
- Occupational, Social and Environmental Medicine, Jena University Hospital, 07747 Jena, Germany
| | - Rustam R Guliev
- Leibniz Institute of Photonic Technology, 07745 Jena, Germany
| | - María José Gonzalez Vazquez
- Leibniz Institute of Photonic Technology, 07745 Jena, Germany
- Center for Sepsis Control and Care and Department of Anaesthesiology and Intensive Care Medicine, Jena University Hospital, 07747 Jena, Germany
| | - Max Naumann
- Leibniz Institute of Photonic Technology, 07745 Jena, Germany
| | - Alexander S Mosig
- Institute of Biochemistry II, Jena University Hospital, 07747 Jena, Germany
| | - Sven Stengel
- Department of Neuropediatrics, Jena University Hospital, 07747 Jena, Germany
| | - Astrid R R Heutelbeck
- Occupational, Social and Environmental Medicine, Jena University Hospital, 07747 Jena, Germany
| | - Ute Neugebauer
- Leibniz Institute of Photonic Technology, 07745 Jena, Germany
- Center for Sepsis Control and Care and Department of Anaesthesiology and Intensive Care Medicine, Jena University Hospital, 07747 Jena, Germany
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University, 07743 Jena, Germany
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31
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Beaurepaire M, Gasperi J, Tassin B, Dris R. COVID lockdown significantly impacted microplastic bulk atmospheric deposition rates. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 344:123354. [PMID: 38237852 DOI: 10.1016/j.envpol.2024.123354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 01/11/2024] [Accepted: 01/11/2024] [Indexed: 01/22/2024]
Abstract
Here, microplastic atmospheric deposition data collected at an urban site during the French national lockdown of spring 2020 is compared to deposition data from the same site in a period of normal activity. Bulk atmospheric deposition was collected on the vegetated roof of a suburban campus from the Greater Paris and analysed for microplastics using a micro-FTIR imaging methodology. Significantly lower deposition rates were measured overall during the lockdown period (median 5.4 MP m-2.d-1) than in a period of normal activity in spring 2021 (median of 29.2 MP m-2.d-1). This difference is however not observed for the smallest microplastic size class. The dominant polymers identified were PP, followed by PE and PS. Precipitation alone could not explain the differences between the two campaigns, and it is suggested that the temporary drop in human activity during lockdown is the primary cause of the reduced deposition rates. This study provides novel insight on the immediate impact of human activities on atmospheric microplastics, thus enhancing the global understanding on this topic.
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Affiliation(s)
- Max Beaurepaire
- LEESU, Ecole des Ponts, Universite Paris Est Creteil, Champs sur Marne, France.
| | | | - Bruno Tassin
- LEESU, Ecole des Ponts, Universite Paris Est Creteil, Champs sur Marne, France
| | - Rachid Dris
- LEESU, Ecole des Ponts, Universite Paris Est Creteil, Champs sur Marne, France
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Cowger W, Roscher L, Jebens H, Chamas A, Maurer BD, Gehrke L, Gerdts G, Primpke S. Generation of macro- and microplastic databases by high-throughput FTIR analysis with microplate readers. Anal Bioanal Chem 2024; 416:1311-1320. [PMID: 38216759 PMCID: PMC10861755 DOI: 10.1007/s00216-024-05127-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 12/22/2023] [Accepted: 01/03/2024] [Indexed: 01/14/2024]
Abstract
FTIR spectral identification is today's gold standard analytical procedure for plastic pollution material characterization. High-throughput FTIR techniques have been advanced for small microplastics (10-500 µm) but less so for large microplastics (500-5 mm) and macroplastics (> 5 mm). These larger plastics are typically analyzed using ATR, which is highly manual and can sometimes destroy particles of interest. Furthermore, spectral libraries are often inadequate due to the limited variety of reference materials and spectral collection modes, resulting from expensive spectral data collection. We advance a new high-throughput technique to remedy these problems using FTIR microplate readers for measuring large particles (> 500 µm). We created a new reference database of over 6000 spectra for transmission, ATR, and reflection spectral collection modes with over 600 plastic, organic, and mineral reference materials relevant to plastic pollution research. We also streamline future analysis in microplate readers by creating a new particle holder for transmission measurements using off-the-shelf parts and fabricating a nonplastic 96-well microplate for storing particles. We determined that particles should be presented to microplate readers as thin as possible due to thick particles causing poor-quality spectra and identifications. We validated the new database using Open Specy and demonstrated that additional transmission and reflection spectra reference data were needed in spectral libraries.
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Affiliation(s)
- Win Cowger
- Moore Institute for Plastic Pollution Research, Long Beach, CA, USA.
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Helgoland, Germany.
- University of California, Riverside, CA, USA.
| | - Lisa Roscher
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Helgoland, Germany
| | - Hannah Jebens
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Helgoland, Germany
| | - Ali Chamas
- National Renewable Energy Laboratory, Golden, CO, USA
| | | | - Lukas Gehrke
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Helgoland, Germany
| | - Gunnar Gerdts
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Helgoland, Germany
| | - Sebastian Primpke
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Helgoland, Germany.
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Wilhelm K, Woor S, Jackson M, Albini D, Young N, Karamched P, Policarpo Wright MC, Grau-Bove J, Orr SA, Longman J, de Kock T. Microplastic pollution on historic facades: Hidden 'sink' or urban threat? ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 343:123128. [PMID: 38097158 DOI: 10.1016/j.envpol.2023.123128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Revised: 12/06/2023] [Accepted: 12/07/2023] [Indexed: 12/24/2023]
Abstract
Despite the increasing concerns surrounding the health and environmental risks of microplastics (MPs), the research focus has primarily been on their prevalence in air and the oceans, consequently neglecting their presence on urban facades, which are integral to our everyday environments. Therefore, there is a crucial knowledge gap in comprehending urban MP pollution. Our pioneering interdisciplinary study not only quantifies but also identifies MPs on historic facades, revealing their pervasive presence in a medium-sized urban area in the UK. In this case study, we estimated a mean density of 975,000 fibres/m^2 (0.10 fibres/mm^2) for fibre lengths between 30 and 1000 μm with a ratio of 1:5 for natural to artificial fibres. Our research identifies three groups of fibre length frequencies across varied exposure scenarios on the investigated urban facade. Sheltered areas (4m height) show a high prevalence of 60-120 μm and 180-240 μm fibres. In contrast, less sheltered areas at 3m exhibit lower fibre frequencies but similar lengths. Notably, the lowest area (2-1.5m) features longer fibres (300-1000 μm), while adjacent area S, near a faulty gutter, shows no fibres, highlighting the impact of exposure, altitude, and environmental variables on fibre distribution on urban facades. Our findings pave one of many necessary paths forward to determine the long-term fate of these fibres and provoke a pertinent question: do historic facades serve as an urban 'sink' that mitigates potentially adverse health impacts or amplifies the effects of mobile microplastics? Addressing MP pollution in urban areas is crucial for public health and sustainable cities. More research is required to understand the multi-scale factors behind MP pollution in large cities and to find mitigation strategies, paving the way for effective interventions and policies against this growing threat.
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Affiliation(s)
- Katrin Wilhelm
- Oxford Resilient Buildings and Landscapes Laboratory (OxRBL), School of Geography and the Environment, University of Oxford, South Parks Road, Oxford, OX1 3QY, UK.
| | - Sam Woor
- Department of Geoscience, University of the Fraser Valley, 33844 Kings Road, Abbotsford, British Columbia, V2S 7M8, Canada; Department of Earth, Ocean and Atmospheric Sciences, Faculty of Sciences, University of British Columbia, 2020-2207 Main Mall, Vancouver, V6T 1Z4, Canada.
| | - Michelle Jackson
- Department of Biology, University of Oxford, 11a Mansfield Road, OX1 3SZ, England, UK.
| | - Dania Albini
- Department of Biology, University of Oxford, 11a Mansfield Road, OX1 3SZ, England, UK.
| | - Neil Young
- David Cockayne Centre for Electron Microscopy, Department of Materials, University of Oxford, Parks Road, Oxford, OX1 3PH, UK.
| | - Phani Karamched
- David Cockayne Centre for Electron Microscopy, Department of Materials, University of Oxford, Parks Road, Oxford, OX1 3PH, UK.
| | | | - Josep Grau-Bove
- UCL Institute for Sustainable Heritage, Central House, 14 Upper Woburn Pl, WC1H 0NN, London, UK.
| | - Scott Allan Orr
- UCL Institute for Sustainable Heritage, Central House, 14 Upper Woburn Pl, WC1H 0NN, London, UK.
| | - Jack Longman
- Department of Geography and Environmental Sciences, Northumbria University, Newcastle-upon-Tyne, NE1 8ST, UK.
| | - Tim de Kock
- Antwerp Cultural Heritage Sciences (ARCHES), Faculty of Design, University of Antwerp, Mutsaardstraat 31, 2000, Antwerp, Belgium.
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Khatoon N, Mallah MA, Yu Z, Qu Z, Ali M, Liu N. Recognition and detection technology for microplastic, its source and health effects. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:11428-11452. [PMID: 38183545 DOI: 10.1007/s11356-023-31655-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 12/17/2023] [Indexed: 01/08/2024]
Abstract
Microplastic (MP) is ubiquitous in the environment which appeared as an immense intimidation to human and animal health. The plastic fragments significantly polluted the ocean, fresh water, food chain, and other food items. Inadequate maintenance, less knowledge of adverse influence along with inappropriate usage in addition throwing away of plastics items revolves present planet in to plastics planet. The present study aims to focus on the recognition and advance detection technologies for MPs and the adverse effects of micro- and nanoplastics on human health. MPs have rigorous adverse effect on human health that leads to condensed growth rates, lessened reproductive capability, ulcer, scrape, and oxidative nervous anxiety, in addition, also disturb circulatory and respiratory mechanism. The detection of MP particles has also placed emphasis on identification technologies such as scanning electron microscopy, Raman spectroscopy, optical detection, Fourier transform infrared spectroscopy, thermo-analytical techniques, flow cytometry, holography, and hyperspectral imaging. It suggests that further research should be explored to understand the source, distribution, and health impacts and evaluate numerous detection methodologies for the MPs along with purification techniques.
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Affiliation(s)
- Nafeesa Khatoon
- College of Public Health, Zhengzhou University, Zhengzhou, 540001, People's Republic of China
| | - Manthar Ali Mallah
- College of Public Health, Zhengzhou University, Zhengzhou, 540001, People's Republic of China.
| | - Zengli Yu
- College of Public Health, Zhengzhou University, Zhengzhou, 540001, People's Republic of China
| | - Zhi Qu
- Institute of Chronic Disease Risk Assessment, School of Nursing, Henan University, Kaifeng, 475004, People's Republic of China
| | - Mukhtiar Ali
- Department of Chemical Engineering, Quaid-E-Awam University of Engineering, Science and Technology (QUEST), Nawabshah, 67480, Sindh, Pakistan
| | - Nan Liu
- College of Public Health, Zhengzhou University, Zhengzhou, 540001, People's Republic of China
- Institute of Chronic Disease Risk Assessment, School of Nursing, Henan University, Kaifeng, 475004, People's Republic of China
- Health Science Center, South China Hospital, Shenzhen University, Shenzhen, 518116, People's Republic of China
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Vélez-Terreros PY, Romero-Estévez D, Yánez-Jácome GS. Microplastics in Ecuador: A review of environmental and health-risk assessment challenges. Heliyon 2024; 10:e23232. [PMID: 38163182 PMCID: PMC10754870 DOI: 10.1016/j.heliyon.2023.e23232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 10/26/2023] [Accepted: 11/29/2023] [Indexed: 01/03/2024] Open
Abstract
Pollution from plastic debris and microplastics (MPs) is a worldwide issue. Classified as emerging contaminants, MPs have become widespread and have been found not only in terrestrial and aquatic ecosystems but also within the food chain, which affects both the environment and human health. Since the outbreak of COVID-19, the consumption of single-use plastics has drastically increased, intensifying mismanaged plastic waste in countries such as Ecuador. Therefore, the aim of this review is to 1) summarize the state of MP-related knowledge, focusing on studies conducted with environmental matrices, biota, and food, and 2) analyze the efforts by different national authorities and entities in Ecuador to control MP contamination. Results showed a limited number of studies have been done in Ecuador, which have mainly focused on the surface water of coastal areas, followed by studies on sediment and food. MPs were identified in all samples, indicating the lack of wastewater management policies, deficient management of solid wastes, and the contribution of anthropogenic activities such as artisanal fishing and aquaculture to water ecosystem pollution, which affects food webs. Moreover, studies have shown that food contamination can occur through atmospheric deposition of MPs; however, ingredients and inputs from food production, processing, and packaging, as well as food containers, contribute to MP occurrence in food. Further research is needed to develop more sensitive, precise, and reliable detection methods and assess MPs' impact on terrestrial and aquatic ecosystems, biota, and human health. In Ecuador specifically, implementing wastewater treatment plants in major cities, continuously monitoring MP coastal contamination, and establishing environmental and food safety regulations are crucial. Additionally, national authorities need to develop programs to raise public awareness of plastic use and its environmental effects, as well as MP exposure's effects on human health.
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Affiliation(s)
- Pamela Y. Vélez-Terreros
- Centro de Estudios Aplicados en Química, Pontificia Universidad Católica del Ecuador, Av. 12 de Octubre 1076 y Roca, Quito, Pichincha, 170525, Ecuador
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Rasmussen LA, Liu F, Klemmensen NDR, Lykkemark J, Vollertsen J. Retention of microplastics and tyre wear particles in stormwater ponds. WATER RESEARCH 2024; 248:120835. [PMID: 37976946 DOI: 10.1016/j.watres.2023.120835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 10/13/2023] [Accepted: 11/03/2023] [Indexed: 11/19/2023]
Abstract
Stormwater runoff from urban areas contain a wide variety of pollutants which is typically managed using stormwater retention ponds. However, their performance with regards to emerging pollutants such as microplastics and tyre wear material remains unclear. In this study, samples of effluent water and sediments from four stormwater retention ponds were analysed for their content of microplastics and tyre wear material. Microplastics were analysed using state-of-the-art hyperspectral imaging technique while tyre wear material was analysed using pyrolysis-GC-MS. Microplastics were recovered in all samples and the mass balance revealed that on average 88% of small microplastics (<500 µm) were retain in the ponds while the removal efficiency for large microplastics (>500 µm) was 95%. Tyre wear material was identified in all sediment samples but found below the detection limit in three out of four effluent samples. On average 95% of the tyre wear material was removed by the retention ponds. The results from this study show that stormwater retention ponds are very effective in removing microplastics as well as tyre wear material from stormwater runoff.
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Affiliation(s)
- Lasse Abraham Rasmussen
- Aalborg University, Department of Built Environment, Thomas Manns Vej 23, 9220 Aalborg Øst, Denmark.
| | - Fan Liu
- Aalborg University, Department of Built Environment, Thomas Manns Vej 23, 9220 Aalborg Øst, Denmark
| | | | - Jeanette Lykkemark
- Aalborg University, Department of Built Environment, Thomas Manns Vej 23, 9220 Aalborg Øst, Denmark
| | - Jes Vollertsen
- Aalborg University, Department of Built Environment, Thomas Manns Vej 23, 9220 Aalborg Øst, Denmark
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Molazadeh MS, Liu F, Lykkemark J, Lordachescu L, Nielsen AH, Vollertsen J. What is hiding below the surface - MPs including TWP in an urban lake. ENVIRONMENT INTERNATIONAL 2023; 182:108282. [PMID: 37952413 DOI: 10.1016/j.envint.2023.108282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 10/14/2023] [Accepted: 10/20/2023] [Indexed: 11/14/2023]
Abstract
Inland lakes play an important role as habitats for local species and are often essential drinking water reservoirs. However, there is limited information about the presence of microplastics (MPs) in these water bodies. Thirteen sediment samples were collected across a Danish urban lake to map MPs, including tyre wear particles (TWP). The lower size detection limit was 10 µm. MPs were quantified as counts, size, and polymer type by Fourier-transform infrared microspectroscopy (µFTIR) and mass estimated from the 2D projections of the MPs. As TWP cannot be determined by µFTIR, counts and sizes could not be quantified by this technique. Instead, TWP mass was determined by pyrolysis gas chromatography mass spectrometry (Py-GC/MS). The average MP abundance was 279 mg kg-1 (µFTIR), of which 19 mg kg-1 (Py-GC/MS) were TWP. For MPs other than tyre wear, the average MP count concentration was 11,312 counts kg-1. Urban runoff from combined sewer overflows and separate stormwater outlets combined with outflow from a wastewater treatment plant were potential point sources. The spatial variation was substantial, with concentrations varying several orders of magnitude. There was no pattern in concentration across the lake, and the distribution of high and low values seemed random. This indicates that large sampling campaigns encompassing the entire lake are key to an accurate quantification. No preferential spatial trend in polymer characteristics was identified. For MPs other than TWP, the size of buoyant and non-buoyant polymers showed no significant difference across the lake, suggesting that the same processes brought them to the sediment, regardless of their density. Moreover, MP abundance was not correlated to sediment properties, further indicating a random occurrence of MPs in the lake sediments. These findings shed light on the occurrence and distribution of MPs, including TWP, in an inland lake, improving the basis for making mitigation decisions.
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Affiliation(s)
- Marziye Shabnam Molazadeh
- Aalborg University, Section of Civil and Environmental Engineering, Department of the Built Environment, Thomas Manns Vej 23, 9220 Aalborg Øst, Denmark.
| | - Fan Liu
- Aalborg University, Section of Civil and Environmental Engineering, Department of the Built Environment, Thomas Manns Vej 23, 9220 Aalborg Øst, Denmark
| | - Jeanette Lykkemark
- Aalborg University, Section of Civil and Environmental Engineering, Department of the Built Environment, Thomas Manns Vej 23, 9220 Aalborg Øst, Denmark
| | - Lucian Lordachescu
- Aalborg University, Section of Civil and Environmental Engineering, Department of the Built Environment, Thomas Manns Vej 23, 9220 Aalborg Øst, Denmark
| | - Asbjørn Haaning Nielsen
- Aalborg University, Section of Civil and Environmental Engineering, Department of the Built Environment, Thomas Manns Vej 23, 9220 Aalborg Øst, Denmark
| | - Jes Vollertsen
- Aalborg University, Section of Civil and Environmental Engineering, Department of the Built Environment, Thomas Manns Vej 23, 9220 Aalborg Øst, Denmark
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Liu Y, Prikler B, Bordós G, Lorenz C, Vollertsen J. Does microplastic analysis method affect our understanding of microplastics in the environment? THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 902:166513. [PMID: 37619728 DOI: 10.1016/j.scitotenv.2023.166513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 08/21/2023] [Accepted: 08/21/2023] [Indexed: 08/26/2023]
Abstract
Two analytical methods - both in active use at different laboratories - were tested and compared against each other to investigate how the procedure influences microplastic (MP) detection with micro Fourier Transform Infrared Spectroscopy (μFTIR) imaging. A representative composite water sample collected from the Danube River was divided into 12 subsamples, and processed following two different methods, which differed in MP isolation procedures, the optical substrate utilized for the chemical imaging, and the detection limit of the spectroscopic instruments. The first instrument had a nominal pixel resolution of 5.5 μm, while the second had a nominal resolution of 25 μm. These two methods led to different MP abundance, MP mass estimates, but not MP characteristics. Only looking at MPs > 50 μm, the first method showed a higher MP abundance, namely 418-2571 MP m-3 with MP mass estimates of 703-1900 μg m-3, while the second method yielded 16.7-72.1 MP m-3 with mass estimates of 222-439 μg m-3. Looking deeper into the steps of the methods showed that the MP isolation procedure contributed slightly to the difference in the result. However, the variability between individual samples was larger than the difference caused by the methods. Somewhat sample-dependent, the use of two different substrates (zinc selenide windows versus Anodisc filters) caused a substantial difference between results. This was due to a higher tendency for particles to agglomerate on the Anodisc filters, and an 'IR-halo' around particles on ZnSe windows when scanning with μFTIR. Finally, the μFTIR settings and nominal resolution caused significant differences in identifying MP size and mass estimate, which showed that the smaller the pixel size, the more accurately the particle boundary can be defined. These findings contributed to explaining disagreements between studies and addressed the importance of harmonization of methods.
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Affiliation(s)
- Yuanli Liu
- Department of the Built Environment, Aalborg University, Thomas Manns Vej 23, 9220 Aalborg, Denmark.
| | - Bence Prikler
- Eurofins Analytical Services Hungary Ltd., 6. Anonymus st., Budapest 1045, Hungary; Institute of Aquaculture and Environmental Safety, Hungarian University of Agriculture and Life Sciences, 2100 Gödöllő, Hungary
| | - Gábor Bordós
- Eurofins Analytical Services Hungary Ltd., 6. Anonymus st., Budapest 1045, Hungary
| | - Claudia Lorenz
- Department of the Built Environment, Aalborg University, Thomas Manns Vej 23, 9220 Aalborg, Denmark; Department of Science and Environment, Roskilde University, 4000 Roskilde, Denmark
| | - Jes Vollertsen
- Department of the Built Environment, Aalborg University, Thomas Manns Vej 23, 9220 Aalborg, Denmark
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Cavazzoli S, Ferrentino R, Scopetani C, Monperrus M, Andreottola G. Analysis of micro- and nanoplastics in wastewater treatment plants: key steps and environmental risk considerations. ENVIRONMENTAL MONITORING AND ASSESSMENT 2023; 195:1483. [PMID: 37971551 PMCID: PMC10654204 DOI: 10.1007/s10661-023-12030-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Accepted: 10/23/2023] [Indexed: 11/19/2023]
Abstract
The analysis of micro- and nanoplastics (MNPs) in the environment is a critical objective due to their ubiquitous presence in natural habitats, as well as their occurrence in various food, beverage, and organism matrices. MNPs pose significant concerns due to their direct toxicological effects and their potential to serve as carriers for hazardous organic/inorganic contaminants and pathogens, thereby posing risks to both human health and ecosystem integrity. Understanding the fate of MNPs within wastewater treatment plants (WWTPs) holds paramount importance, as these facilities can be significant sources of MNP emissions. Additionally, during wastewater purification processes, MNPs can accumulate contaminants and pathogens, potentially transferring them into receiving water bodies. Hence, establishing a robust analytical framework encompassing sampling, extraction, and instrumental analysis is indispensable for monitoring MNP pollution and assessing associated risks. This comprehensive review critically evaluates the strengths and limitations of commonly employed methods for studying MNPs in wastewater, sludge, and analogous environmental samples. Furthermore, this paper proposes potential solutions to address identified methodological shortcomings. Lastly, a dedicated section investigates the association of plastic particles with chemicals and pathogens, alongside the analytical techniques employed to study such interactions. The insights generated from this work can be valuable reference material for both the scientific research community and environmental monitoring and management authorities.
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Affiliation(s)
- Simone Cavazzoli
- Department of Civil, Environmental and Mechanical Engineering (DICAM), University of Trento, Via Mesiano, 77 - 38123, Trento (TN), Italy.
| | - Roberta Ferrentino
- Department of Civil, Environmental and Mechanical Engineering (DICAM), University of Trento, Via Mesiano, 77 - 38123, Trento (TN), Italy
| | - Costanza Scopetani
- Faculty of Biological and Environmental Sciences, Ecosystems and Environment Research Programme, University of Helsinki, Niemenkatu, 73 - 15140, Lahti, Finland
- Department of Chemistry 'Ugo Schiff' (DICUS), University of Florence, Via Della Lastruccia, 13 - 50019, Sesto Fiorentino (FI), Italy
| | - Mathilde Monperrus
- UMR 5254, Université de Pau et des Pays de l'Adour, E2S UPPA, CNRS, IPREM-MIRA, 64600, Anglet, France
| | - Gianni Andreottola
- Department of Civil, Environmental and Mechanical Engineering (DICAM), University of Trento, Via Mesiano, 77 - 38123, Trento (TN), Italy
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Zhu Z, Parker W, Wong A. Leveraging deep learning for automatic recognition of microplastics (MPs) via focal plane array (FPA) micro-FT-IR imaging. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 337:122548. [PMID: 37757933 DOI: 10.1016/j.envpol.2023.122548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 08/14/2023] [Accepted: 09/12/2023] [Indexed: 09/29/2023]
Abstract
The fast and accurate identification of MPs in environmental samples is essential for the understanding of the fate and transport of MPs in ecosystems. The recognition of MPs in environmental samples by spectral classification using conventional library search routines can be challenging due to the presence of additives, surface modification, and adsorbed contaminants. Further, the thickness of MPs also impacts the shape of spectra when FTIR spectra are collected in transmission mode. To overcome these challenges, PlasticNet, a deep learning convolutional neural network architecture, was developed for enhanced MP recognition. Once trained with 8000 + spectra of virgin plastic, PlasticNet successfully classified 11 types of common plastic with accuracy higher than 95%. The errors in identification as indicated by a confusion matrix were found to be caused by edge effects, molecular similarity of plastics, and the contamination of standards. When PlasticNet was trained with spectra of virgin plastic it showed good performance (92%+) in recognizing spectra that had increased complexity due to the presence of additives and weathering. The re-training of PlasticNet with more complex spectra further enhanced the model's capability to recognize complex spectra. PlasticNet was also able to successfully identify MPs despite variations in spectra caused by variations in MP thickness. When compared with the performance of the library search in identifying MPs in the same complex dataset collected from an environmental sample, PlasticNet achieved comparable performance in identifying PP MPs, but a 17.3% improvement. PlasticNet has the potential to become a standard approach for rapid and accurate automatic recognition of MPs in environmental samples analyzed by FPA FT-IR imaging.
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Affiliation(s)
- Ziang Zhu
- Department of Systems Design Engineering, University of Waterloo, 200 University Ave W, Waterloo, ON, N2L 3G1, Canada.
| | - Wayne Parker
- Department of Systems Design Engineering, University of Waterloo, 200 University Ave W, Waterloo, ON, N2L 3G1, Canada
| | - Alexander Wong
- Department of Civil and Environmental Engineering, University of Waterloo, 200 University Ave W, Waterloo, ON, N2L 3G1, Canada
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Lee SY, An J, Kwon JH. Sequential quantification of number and mass of microplastics in municipal wastewater using Fourier-transform infrared spectroscopy and pyrolysis gas chromatography-mass spectrometry. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 336:122452. [PMID: 37633435 DOI: 10.1016/j.envpol.2023.122452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 08/22/2023] [Accepted: 08/23/2023] [Indexed: 08/28/2023]
Abstract
Plastic pollution is a significant environmental concern because microplastics (MPs) accumulate in various ecosystems; therefore, the accurate identification and quantification of MPs in environmental samples is crucial. This study presents a new sequential analytical method that combines Fourier-transform infrared spectroscopy (FTIR) and pyrolysis-gas chromatography/mass spectrometry (Pyr-GC/MS) to characterize and quantify MPs. FTIR with a microscope allows the identification of the polymer type and physical dimensions of MPs, whereas Pyr-GC/MS enables determining the chemical composition of MPs with plastic additives. Pretreated wastewater influent samples spiked with reference MPs were filtered through an Al2O3 disk for FTIR analysis, and the surface contents were collected and subjected to Pyr-GC/MS analysis. The mass of the reference MPs estimated using FTIR were in good agreement but were slightly lower than those obtained using Pyr-GC/MS. This finding supports the notion that the proposed sequential method can be used to determine both the number and the mass of MPs in environmental samples.
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Affiliation(s)
- So-Young Lee
- Division of Environmental Science and Ecological Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea; Knoell Korea, 37 Gukjegeumyung-ro 2-gil, Yeongdeungpo-gu, Seoul, 07327, Republic of Korea.
| | - Jiyul An
- Division of Environmental Science and Ecological Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea
| | - Jung-Hwan Kwon
- Division of Environmental Science and Ecological Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea.
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Azeem I, Shakoor N, Chaudhary S, Adeel M, Zain M, Ahmad MA, Li Y, Zhu G, Shah SAA, Khan K, Khan AA, Xu M, Rui Y. Analytical challenges in detecting microplastics and nanoplastics in soil-plant systems. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2023; 204:108132. [PMID: 37918078 DOI: 10.1016/j.plaphy.2023.108132] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 09/20/2023] [Accepted: 10/20/2023] [Indexed: 11/04/2023]
Abstract
Microplastics (MPx) and nanoplastics (NPx) are increasingly accumulating in terrestrial ecosystems, heightening concerns about their potential adverse effects on human health via the food chain. Techniques aimed at recovering the most challenging colloidal fractions of MPx and NPx, especially for analytical purposes, are limited. This systematic review emphasises the absence of a universal, efficient, and cost-effective analytical method as the primary hindrance to studying MPx and NPx in soil and plant samples. The study reveals that several methods, including density separation, organic matter removal, and filtration, are utilized to detect MPx or NPx in soil through vibrational spectroscopy and visual identification. Instruments such as Pyrolysis Gas Chromatography Mass Spectrometry (Py-GCMS), Transmission Electron Microscopy (TEM), Scanning Electron Microscopy (SEM), Fourier Transform Infrared (FTIR) Spectroscopy, and fluorescence microscopy are employed to identify MPx and NPx in plant tissue. In extraction procedures, organic solvents and sonication are used to isolate NPx from plant tissues, while Pyrolysis GC-MS quantifies the plastics. SEM and TEM serve to observe and characterize NPx within plant tissues. Additionally, FTIR and fluorescence microscopy are utilized to identify polymers of MPx and NPx based on their spectral characteristics and fluorescence signals. The findings from this review clarify the identification and quantification methods for MPx and NPx in soil and plant systems and provide a comprehensive methodology for assessing MPx/NPx in the environment.
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Affiliation(s)
- Imran Azeem
- Beijing Key Laboratory of Farmland Soil Pollution Prevention and Remediation and College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, PR China
| | - Noman Shakoor
- Beijing Key Laboratory of Farmland Soil Pollution Prevention and Remediation and College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, PR China
| | - Sadaf Chaudhary
- Department of Botany, University of Agriculture Faisalabad, Pakistan
| | - Muhammad Adeel
- BNU-HKUST Laboratory of Green Innovation, Advanced Institute of Natural Sciences, Beijing Normal University at Zhuhai, 18 Jinfeng Road, Tangjiawan, Zhuhai, Guangdong, PR China.
| | - Muhammad Zain
- Key Laboratory of Crop Genetics and Physiology of Jiangsu Province, Key Laboratory of Crop Cultivation and Physiology of Jiangsu Province, College of Agriculture, Yangzhou University, Yangzhou, 225009, PR China
| | - Muhammad Arslan Ahmad
- Shenzhen Key Laboratory of Marine Bioresource and Eco-environmental Science, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, 518060, PR China
| | - Yuanbo Li
- Beijing Key Laboratory of Farmland Soil Pollution Prevention and Remediation and College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, PR China
| | - Guikai Zhu
- Beijing Key Laboratory of Farmland Soil Pollution Prevention and Remediation and College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, PR China
| | - Syed Aizaz Ali Shah
- College of Horticulture, China Agricultural University, Beijing, 100193, PR China
| | - Kashif Khan
- College of Harbin, Northeast Forestry University, Harbin, PR China
| | - Adnan Anwar Khan
- College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi, 712100, PR China
| | - Ming Xu
- Department of Botany, University of Agriculture Faisalabad, Pakistan
| | - Yukui Rui
- Beijing Key Laboratory of Farmland Soil Pollution Prevention and Remediation and College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, PR China.
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43
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Geppner L, Ramer G, Tomasetig D, Grundhöfer L, Küss J, Kaup M, Henjakovic M. A novel enzymatic method for isolation of plastic particles from human blood. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2023; 104:104318. [PMID: 37989427 DOI: 10.1016/j.etap.2023.104318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 11/09/2023] [Accepted: 11/15/2023] [Indexed: 11/23/2023]
Abstract
Microplastic particles have been detected in the human body. This study aimed to develop a blood digestion method that preserves microplastics during analysis. Acidic and alkaline reagents, commonly used for isolating plastic particles from organic materials, were tested on human blood samples and microplastics. Nitric acid, hydrochloric acid, potassium hydroxide, and sodium hydroxide were examined over time. Additionally, a pepsin-pancreatin combination was utilized for blood digestion. Light microscopy assessed digestion efficiency and particle count changes, while Raman microspectroscopy distinguished between plastic and cell debris. The acidic reagents were ineffective in removing the organic material, while alkaline reagents were effective without significant effects on microplastics. Blood digestion using pepsin and pancreatin demonstrated efficient digestion without negative consequences for the particles. While potassium hydroxide digestion is already established, novel use of the pepsin-pancreatin combination was introduced to digest human blood, indicating its potential for isolating plastic particles from tissue and human food.
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Affiliation(s)
- Liesa Geppner
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Steiner Landstraße 124, 3500 Krems an der Donau, Austria
| | - Georg Ramer
- Institute of Chemical Technologies and Analytics, TU Wien, Vienna 1060, Austria
| | - Daniela Tomasetig
- Institute of Chemical Technologies and Analytics, TU Wien, Vienna 1060, Austria
| | - Leon Grundhöfer
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Steiner Landstraße 124, 3500 Krems an der Donau, Austria
| | - Julien Küss
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Steiner Landstraße 124, 3500 Krems an der Donau, Austria
| | - Marvin Kaup
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Steiner Landstraße 124, 3500 Krems an der Donau, Austria
| | - Maja Henjakovic
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Steiner Landstraße 124, 3500 Krems an der Donau, Austria.
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44
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Digka N, Patsiou D, Kaberi H, Krasakopoulou E, Tsangaris C. Microplastic ingestion and its effects οn sea urchin Paracentrotus lividus: A field study in a coastal East Mediterranean environment. MARINE POLLUTION BULLETIN 2023; 196:115613. [PMID: 37820450 DOI: 10.1016/j.marpolbul.2023.115613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 09/28/2023] [Accepted: 09/30/2023] [Indexed: 10/13/2023]
Abstract
Microplastics (MPs) are recognized as an increasing threat to the marine environment, but little is known about their effects on benthic organisms, including sea urchins, when ingested. For this purpose, wild sea urchins (P. lividus) and seafloor sediment samples were investigated across three coastal areas of Zakynthos Island (Ionian Sea), each exposed to different anthropogenic pressures, revealing a consistent pattern in MP abundance, shape, and color. Biomarkers related to oxidative stress, neurotoxicity, and genotoxicity showed no significant effects of MP ingestion in the sea urchins, except for a positive correlation between GST activity and ingested MPs, suggesting a possible activation of their detoxification system in response to MP ingestion. While MP concentrations in sea urchins and sediments were within the low range reported in the global literature, it remains crucial to conduct further investigations in areas with MP pollution approaching predicted levels to fully comprehend the potential effects of MP pollution on marine organisms.
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Affiliation(s)
- Nikoletta Digka
- Institute of Oceanography, Hellenic Centre for Marine Research (HCMR), 46.7 km, Athinon-Souniou Ave., P.O. Box 712, 19013 Anavyssos, Greece; Department of Marine Sciences, School of the Environment, University of the Aegean, University Hill, 81132 Mytilene, Greece.
| | - Danae Patsiou
- Institute of Oceanography, Hellenic Centre for Marine Research (HCMR), 46.7 km, Athinon-Souniou Ave., P.O. Box 712, 19013 Anavyssos, Greece
| | - Helen Kaberi
- Institute of Oceanography, Hellenic Centre for Marine Research (HCMR), 46.7 km, Athinon-Souniou Ave., P.O. Box 712, 19013 Anavyssos, Greece
| | - Evangelia Krasakopoulou
- Department of Marine Sciences, School of the Environment, University of the Aegean, University Hill, 81132 Mytilene, Greece
| | - Catherine Tsangaris
- Institute of Oceanography, Hellenic Centre for Marine Research (HCMR), 46.7 km, Athinon-Souniou Ave., P.O. Box 712, 19013 Anavyssos, Greece
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45
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Vidal A, Phuong NN, Métais I, Gasperi J, Châtel A. Assessment of microplastic contamination in the Loire River (France) throughout analysis of different biotic and abiotic freshwater matrices. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 334:122167. [PMID: 37437763 DOI: 10.1016/j.envpol.2023.122167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 07/06/2023] [Accepted: 07/08/2023] [Indexed: 07/14/2023]
Abstract
The contamination of microplastics (MP) in freshwater environments represent a major way for the MP transport in the environment. The assessment of MP pollution in freshwater compartments is then important to visualize the pressure and the impacts on medium, and to set up necessary measures. In this context, this study focused on the influence of anthropogenic activities of a medium French city (Angers) on MP levels in samples collected from the Loire River, the longest river in France. Abiotic and biotic matrices were collected upstream and downstream Angers. A first analysis was performed based on microscopy to determine the size, colour and shape of suspected MP and a complementary analysis by μ-FTIR (micro-Fourier Transform InfraRed) was conducted to determine the composition of plastic particles. Three organisms belonging to different trophic levels were studied: when the MP level was expressed per individual, the lowest abundance of MP was found in Tubifex sp. Followed by Corbicula fluminea, while the highest was measured in Anguilla anguilla. To establish the relationship with their habitat, the presence of MP in sediment and water was also analysed. Therefore, this works constitutes a complete overview of the MP levels in freshwater abiotic and biotic matrices. Overall, the presence of MP in analysed samples did not follow a particular pattern, neither in the sites nor matrices: the characteristics depending on a multifactorial outcome (feeding mode, organism size …). However, correlation of MP pattern between clams and sediment was quite evident, while the one between worms and their habitat was not. This demonstrates the relevance of investigating plastic contamination both in biotic and abiotic matrices. Finally, a standardisation of sampling and analytical analysis protocols would be helpful to make comparisons between studies more robust.
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Affiliation(s)
- Alice Vidal
- Laboratoire BIOSSE, Université Catholique de L'Ouest (UCO), 3 Place André Leroy, 49100, Angers, France.
| | - Ngoc-Nam Phuong
- Laboratoire Eau et Environnement, Université Gustave Eiffel, Allée des Ponts et Chaussées, 44340, Bouguenais, France
| | - Isabelle Métais
- Laboratoire BIOSSE, Université Catholique de L'Ouest (UCO), 3 Place André Leroy, 49100, Angers, France
| | - Johnny Gasperi
- Laboratoire Eau et Environnement, Université Gustave Eiffel, Allée des Ponts et Chaussées, 44340, Bouguenais, France
| | - Amélie Châtel
- Laboratoire BIOSSE, Université Catholique de L'Ouest (UCO), 3 Place André Leroy, 49100, Angers, France
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46
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Rohner C, Pratsch C, Schlögl R, Lunkenbein T. Structural Identification and Observation of Dose Rate-Dependent Beam-Induced Structural Changes of Micro- and Nanoplastic Particles by Pair Distribution Function Analysis in the Transmission Electron Microscope (ePDF). MICROSCOPY AND MICROANALYSIS : THE OFFICIAL JOURNAL OF MICROSCOPY SOCIETY OF AMERICA, MICROBEAM ANALYSIS SOCIETY, MICROSCOPICAL SOCIETY OF CANADA 2023; 29:1566-1578. [PMID: 37639397 DOI: 10.1093/micmic/ozad087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 07/22/2022] [Accepted: 08/02/2023] [Indexed: 08/31/2023]
Abstract
Micro- and nanoplastics (MNPs) are considered a possible threat to microorganisms in the aquatic environment. Here, we show that total scattering intensity analysis of electron diffraction (ED) data measured by transmission electron microscopy, which yields the electron pair distribution function (ePDF), is a feasible method for the characterization and identification of MNPs down to 100 nm. To demonstrate the applicability, cryo ball-milled powders of the most common polymers [i.e., polyethylene , polypropylene, polyethylene terephthalate, and polyamide] and nano-sized polystyrene and silica spheres were used as model systems. The comparison of the experimentally determined reduced pair density functions (RDFs) with model RDFs derived from crystallographic data of the respective polymers allows the distinction of the different types of polymers. Furthermore, carbon-based polymers are highly beam-sensitive materials. The degradation of the samples under the electron beam was analyzed by conducting time-resolved ED measurements. Changes in the material can be visualized by the RDF analysis of the time-series of ED patterns, and information about the materials in question can be gained by this beam damage analysis. Prospectively, ePDF analytics will help to understand and study more precisely the input of MNPs into the environment.
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Affiliation(s)
- Christian Rohner
- Department of Inorganic Chemistry, Fritz Haber Institute of the Max Planck Society, Faradayweg 4-6, 14195 Berlin, Germany
| | - Christoph Pratsch
- Helmholtz-Zentrum Berlin für Materialien und Energie GmBH, Department X-Ray Microscopy, Hahn-Meitner-Platz 1, 14109 Berlin, Germany
| | - Robert Schlögl
- Department of Inorganic Chemistry, Fritz Haber Institute of the Max Planck Society, Faradayweg 4-6, 14195 Berlin, Germany
- Department of Heterogeneous Reactions, Max Planck Institute for Chemical Energy Conversion, Stiftstraße 34-36, 45470 Mülheim an der Ruhr, Germany
| | - Thomas Lunkenbein
- Department of Inorganic Chemistry, Fritz Haber Institute of the Max Planck Society, Faradayweg 4-6, 14195 Berlin, Germany
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47
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Barchiesi M, Kooi M, Koelmans AA. Adding Depth to Microplastics. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:14015-14023. [PMID: 37683039 PMCID: PMC10515489 DOI: 10.1021/acs.est.3c03620] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 07/28/2023] [Accepted: 08/22/2023] [Indexed: 09/10/2023]
Abstract
The effects and risks of microplastics correlate with three-dimensional (3D) properties, such as the volume and surface area of the biologically accessible fraction of the diverse particle mixtures as they occur in nature. However, these 3D parameters are difficult to estimate because measurement methods for spectroscopic and visible light image analysis yield data in only two dimensions (2D). The best-existing 2D to 3D conversion models require calibration for each new set of particles, which is labor-intensive. Here we introduce a new model that does not require calibration and compare its performance with existing models, including calibration-based ones. For the evaluation, we developed a new method in which the volumes of environmentally relevant microplastic mixtures are estimated in one go instead of on a cumbersome particle-by-particle basis. With this, the new Barchiesi model can be seen as the most universal. The new model can be implemented in software used for the analysis of infrared spectroscopy and visual light image analysis data and is expected to increase the accuracy of risk assessments based on particle volumes and surface areas as toxicologically relevant metrics.
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Affiliation(s)
- Margherita Barchiesi
- Aquatic Ecology
and Water Quality Management Group, Wageningen
University, P.O. Box 47, 6700 DD, Wageningen, The Netherlands
- DICEA—Department
of Civil, Constructional and Environmental Engineering, Sapienza University of Rome, Via Eudossiana, 18, 00184 Roma, Italy
| | - Merel Kooi
- Aquatic Ecology
and Water Quality Management Group, Wageningen
University, P.O. Box 47, 6700 DD, Wageningen, The Netherlands
| | - Albert A. Koelmans
- Aquatic Ecology
and Water Quality Management Group, Wageningen
University, P.O. Box 47, 6700 DD, Wageningen, The Netherlands
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48
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Geppner L, Karaca J, Wegner W, Rados M, Gutwald T, Werth P, Henjakovic M. Testing of Different Digestion Solutions on Tissue Samples and the Effects of Used Potassium Hydroxide Solution on Polystyrene Microspheres. TOXICS 2023; 11:790. [PMID: 37755800 PMCID: PMC10536618 DOI: 10.3390/toxics11090790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 09/01/2023] [Accepted: 09/15/2023] [Indexed: 09/28/2023]
Abstract
Microplastic particles are ubiquitous in our environment, having entered the air, the water, the soil, and ultimately our food chain. Owing to their small size, these particles can potentially enter the bloodstream and accumulate in the organs. To detect microplastics using existing methods, they must first be isolated. The aim of this study was to develop a non-destructive method for efficiently and affordably isolating plastic particles. We investigated the digestion of kidney, lung, liver, and brain samples from pigs. Kidney samples were analyzed using light microscopy after incubation with proteinase K, pepsin/pancreatin, and 10% potassium hydroxide (KOH) solution. Various KOH:tissue ratios were employed for the digestion of lung, liver, and brain samples. Additionally, we examined the effect of 10% KOH solution on added polystyrene microplastics using scanning electron microscopy. Our findings revealed that a 10% KOH solution is the most suitable for dissolving diverse organ samples, while enzymatic methods require further refinement. Moreover, we demonstrated that commonly used 1 µm polystyrene particles remain unaffected by 10% KOH solution even after 76 h of incubation. Digestion by KOH offers a simple and cost-effective approach for processing organ samples and holds potential for isolating plastic particles from meat products.
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Affiliation(s)
- Liesa Geppner
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Steiner Landstraße 124, 3500 Krems, Austria
| | - Jakob Karaca
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Steiner Landstraße 124, 3500 Krems, Austria
| | - Wencke Wegner
- Natural History Museum Vienna, Burgring 7, 1010 Vienna, Austria
| | - Moritz Rados
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Steiner Landstraße 124, 3500 Krems, Austria
| | - Tobias Gutwald
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Steiner Landstraße 124, 3500 Krems, Austria
| | - Philemon Werth
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Steiner Landstraße 124, 3500 Krems, Austria
| | - Maja Henjakovic
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Steiner Landstraße 124, 3500 Krems, Austria
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49
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Thornton Hampton LM, De Frond H, Gesulga K, Kotar S, Lao W, Matuch C, Weisberg SB, Wong CS, Brander S, Christansen S, Cook CR, Du F, Ghosal S, Gray AB, Hankett J, Helm PA, Ho KT, Kefela T, Lattin G, Lusher A, Mai L, McNeish RE, Mina O, Minor EC, Primpke S, Rickabaugh K, Renick VC, Singh S, van Bavel B, Vollnhals F, Rochman CM. The influence of complex matrices on method performance in extracting and monitoring for microplastics. CHEMOSPHERE 2023; 334:138875. [PMID: 37187379 PMCID: PMC10441247 DOI: 10.1016/j.chemosphere.2023.138875] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 04/12/2023] [Accepted: 05/06/2023] [Indexed: 05/17/2023]
Abstract
Previous studies have evaluated method performance for quantifying and characterizing microplastics in clean water, but little is known about the efficacy of procedures used to extract microplastics from complex matrices. Here we provided 15 laboratories with samples representing four matrices (i.e., drinking water, fish tissue, sediment, and surface water) each spiked with a known number of microplastic particles spanning a variety of polymers, morphologies, colors, and sizes. Percent recovery (i.e., accuracy) in complex matrices was particle size dependent, with ∼60-70% recovery for particles >212 μm, but as little as 2% recovery for particles <20 μm. Extraction from sediment was most problematic, with recoveries reduced by at least one-third relative to drinking water. Though accuracy was low, the extraction procedures had no observed effect on precision or chemical identification using spectroscopy. Extraction procedures greatly increased sample processing times for all matrices with the extraction of sediment, tissue, and surface water taking approximately 16, 9, and 4 times longer than drinking water, respectively. Overall, our findings indicate that increasing accuracy and reducing sample processing times present the greatest opportunities for method improvement rather than particle identification and characterization.
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Affiliation(s)
| | - Hannah De Frond
- Department of Ecology & Evolutionary Biology, University of Toronto, 25 Willcocks Street, Room 3055, Toronto, Ontario, M5S 3B2, Canada
| | - Kristine Gesulga
- Southern California Coastal Water Research Project Authority, Costa Mesa, CA, 92626, USA
| | - Syd Kotar
- Southern California Coastal Water Research Project Authority, Costa Mesa, CA, 92626, USA
| | - Wenjian Lao
- Southern California Coastal Water Research Project Authority, Costa Mesa, CA, 92626, USA
| | - Cindy Matuch
- Southern California Coastal Water Research Project Authority, Costa Mesa, CA, 92626, USA
| | - Stephen B Weisberg
- Southern California Coastal Water Research Project Authority, Costa Mesa, CA, 92626, USA
| | - Charles S Wong
- Southern California Coastal Water Research Project Authority, Costa Mesa, CA, 92626, USA
| | - Susanne Brander
- Department of Fisheries, Wildlife, And Conservation Sciences, Coastal Oregon Marine Experiment Station, Oregon State University, Newport, OR, 97365, USA
| | - Silke Christansen
- Fraunhofer Institute for Ceramics Technology and Systems (IKTS), Äußere Nürnberger Str. 62, 91301, Forchheim, Germany; Institute for Nanotechnology and Correlative Microscopy (INAM), Äußere Nürnberger Str. 62, 91301, Forchheim, Germany
| | - Cayla R Cook
- Hazen and Sawyer, 1400 East Southern Ave., Tempe, AZ, 85282, USA; Carollo Engineers, 4600 E Washington St Ste 500, Phoenix, AZ, 85034, USA
| | - Fangni Du
- State Key Laboratory of Estuarine and Coastal Research, East China Normal University, Shanghai, 200062, China
| | - Sutapa Ghosal
- Environmental Health Laboratory, California Department of Public Health, Richmond, CA, 94804, USA
| | - Andrew B Gray
- Department of Environmental Sciences, University of California Riverside, 900 University Ave, Riverside, CA, 92521, USA
| | - Jeanne Hankett
- BASF Corporation, 1609 Biddle Ave., Wyandotte, MI, 48192, USA
| | - Paul A Helm
- Environmental Monitoring & Reporting Branch, Ontario Ministry of the Environment, Conservation and Parks, 125 Resources Road, Toronto, Ontario, Canada, M9P 3V6
| | - Kay T Ho
- US Environmental Protection Agency, Atlantic Coastal Environmental Sciences Division, Narragansett, RI, 02882, USA
| | - Timnit Kefela
- Bren School of Environmental Science & Management, University of California Santa Barbara, 2400 Bren Hall, Santa Barbara, CA, 93106, USA
| | - Gwendolyn Lattin
- The Moore Institute for Plastic Pollution Research, Long Beach, CA, 90803, USA
| | - Amy Lusher
- Norwegian Institute for Water Research, Oslo, Norway; Department of Biological Sciences, University of Bergen, Bergen, Norway
| | - Lei Mai
- Center for Environmental Microplastics Studies, Guangdong Key Laboratory of Environmental Pollution and Health, School of Environment, Jinan University, Guangzhou, 511443, China
| | - Rachel E McNeish
- Department of Biology, California State University Bakersfield, 9001 Stockdale Hwy, Bakersfield, CA, 93311, USA
| | - Odette Mina
- The Energy and Environmental Sustainability Laboratories, The Pennsylvania State University, 123 Land and Water Research Building, University Park, PA, 16802, USA
| | - Elizabeth C Minor
- Department of Chemistry and Biochemistry and Large Lakes Observatory, University of Minnesota Duluth, 2205 East 5th St, Duluth, MN, 55812, USA
| | - Sebastian Primpke
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Biologische Anstalt Helgoland, Kurpromenade 201, D-27498, Helgoland, Germany
| | | | - Violet C Renick
- Orange County Sanitation District, 10844 Ellis Ave, Fountain Valley, CA, 92708, USA
| | - Samiksha Singh
- Department of Environmental Sciences, University of California Riverside, 900 University Ave, Riverside, CA, 92521, USA
| | | | - Florian Vollnhals
- Institute for Nanotechnology and Correlative Microscopy (INAM), Äußere Nürnberger Str. 62, 91301, Forchheim, Germany
| | - Chelsea M Rochman
- Department of Ecology & Evolutionary Biology, University of Toronto, 25 Willcocks Street, Room 3055, Toronto, Ontario, M5S 3B2, Canada
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50
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Gunaalan K, Nielsen TG, Rodríguez Torres R, Lorenz C, Vianello A, Andersen CA, Vollertsen J, Almeda R. Is Zooplankton an Entry Point of Microplastics into the Marine Food Web? ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:11643-11655. [PMID: 37497822 PMCID: PMC10413952 DOI: 10.1021/acs.est.3c02575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 07/13/2023] [Accepted: 07/13/2023] [Indexed: 07/28/2023]
Abstract
Microplastics (MPs) overlap in size with phytoplankton and can be ingested by zooplankton, transferring them to higher trophic levels. Copepods are the most abundant metazoans among zooplankton and the main link between primary producers and higher trophic levels. Ingestion of MPs has been investigated in the laboratory, but we still know little about the ingestion of MPs by zooplankton in the natural environment. In this study, we determined the concentration and characteristics of MPs down to 10 μm in zooplankton samples, sorted calanoid copepods, and fecal pellets collected in the Kattegat/Skagerrak Sea (Denmark). We found a median concentration of 1.7 × 10-3 MPs ind-1 in the zooplankton samples, 2.9 × 10-3 MPs ind-1 in the sorted-copepods, and 3 × 10-3 MPs per fecal pellet. Most MPs in the zooplankton samples and fecal pellets were fragments smaller than 100 μm, whereas fibers dominated in the sorted copepods. Based on the collected data, we estimated a MP budget for the surface layer (0-18 m), where copepods contained only 3% of the MPs in the water, while 5% of the MPs were packed in fecal pellets. However, the number of MPs exported daily to the pycnocline via fecal pellets was estimated to be 1.4% of the total MPs in the surface layer. Our results indicate that zooplankton are an entry point of small MPs in the food web, but the number of MPs in zooplankton and their fecal pellets was low compared with the number of MPs found in the water column and the occurrence and/or ingestion of MPs reported for nekton. This suggests a low risk of MP transferring to higher trophic levels through zooplankton and a quantitatively low, but ecologically relevant, contribution of fecal pellets to the vertical exportation of MPs in the ocean.
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Affiliation(s)
- Kuddithamby Gunaalan
- National
Institute of Aquatic Resource, Technical
University of Denmark, Kemitorvet, 201, 2800 Kgs. Lyngby, Denmark
- Department
of the Built Environment, Aalborg University, Thomas Manns Vej 23, 9220 Aalborg East, Denmark
| | - Torkel Gissel Nielsen
- National
Institute of Aquatic Resource, Technical
University of Denmark, Kemitorvet, 201, 2800 Kgs. Lyngby, Denmark
| | - Rocío Rodríguez Torres
- National
Institute of Aquatic Resource, Technical
University of Denmark, Kemitorvet, 201, 2800 Kgs. Lyngby, Denmark
- Laboratoire
d’Océanographie de Villefranche sur mer (LOV), UPMC
Université Paris 06, CNRS UMR 7093, Sorbonne Université, 06230 Villefranche sur Mer, France
| | - Claudia Lorenz
- Department
of the Built Environment, Aalborg University, Thomas Manns Vej 23, 9220 Aalborg East, Denmark
| | - Alvise Vianello
- Department
of the Built Environment, Aalborg University, Thomas Manns Vej 23, 9220 Aalborg East, Denmark
| | - Ceelin Aila Andersen
- National
Institute of Aquatic Resource, Technical
University of Denmark, Kemitorvet, 201, 2800 Kgs. Lyngby, Denmark
| | - Jes Vollertsen
- Department
of the Built Environment, Aalborg University, Thomas Manns Vej 23, 9220 Aalborg East, Denmark
| | - Rodrigo Almeda
- National
Institute of Aquatic Resource, Technical
University of Denmark, Kemitorvet, 201, 2800 Kgs. Lyngby, Denmark
- EOMAR-ECOAQUA, University of Las Palmas of Gran Canaria, 35017 Las Palmas
de Gran Canaria, Spain
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