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  • Emission factors for micro- and nano-plastics in Europe

    April 16, 2024

    Researchers / Institutional Affiliations

    • Dr. Sam Harrison
      Lancaster Environment Centre
      (UK)
    • Dr. Mark Wiesner
      Duke University
      (US)
    • Dr. Bernd Nowack
      Empa-Swiss Federal Laboratories for Materials Science and Technology
      (Switzerland)

    Timeline

    January 2023 to December 2024

    Additional Information

    The EMIFACT MNP project is developing a model that predicts environmental emission factors for the full size range of plastics emissions, covering the full lifecycle of broad range of widely used polymers. The model will provide:

    • Environmental emission factors for Europe, taking account of regional differences in lifecycle processes such waste management to predict spatially distributed emissions factors
    • Size-distributed emission factors over relevant time periods, based on predictions of fragmentation during the entire polymer lifecycle, and building on the ongoing Cefic-LRI ECO59 FRAGMENT-MNP project
    • An analysis of the lifecycle of polymers based on complete material-flow analysis of technological applications
    • Probabilistic emission factors based on use of probabilistic material flow analysis (PMFA) pioneered by project partners

    The end-product will be a framework for generating emission factors, applied to a broad range of polymer types, which will be ready for use in environmental exposure models. The project will use previous work develop by Bernd Nowack’s team for Switzerland, here.

    Further details are available here.

    Professional Presentations

    N/A

    Published Papers

    N/A

  • Modeling human exposure to microplastic

    April 16, 2024

    Researchers / Institutional Affiliations

    Principal Investigator

    • Dr. Bart Koelmans
      Wageningen University
      (The Netherlands)

    Collaborators

    N/A

    Timeline

    Summer 2022 to summer 2024 (Cefic Long-Range Research Initiative (LRI)) with two years’ additional funding from PlasticsEurope

    Additional Information

    This project builds on an existing model for human microplastics exposure published by Nor et al (2021). The Nor approach is a promising way to probabilistically model exposure – using a statistical approach to predict multiple possible outcomes – and predict microplastics concentrations in the human gut and body tissue. The updated model will provide direction to planned and ongoing research, offering qualitative and quantitative risk context. The project aims to: model microplastics with various size ranges (1 nm to 5 mm, with a primary focus on sizes from 100 nm to 5 mm; 25,400,000 nm = 1 inch); cover a wide range of foods and inhalation sources, including dust; and develop a user-friendly model that allows non-experts to perform analyses. The updated model is intended to simulate concentrations of microplastics in human organs and circulation, for example, modeling particle concentrations in lungs, lymphatic system, blood, and liver. The project aims to provide a list of recommendation for experimental work to refine processes and model parameters.

    Further details are available here.

    Professional Presentations

    Nor NHM, Koelmans AA. A conceptual model framework for the biodistribution of microplastics in the human body by using the Physiologically Based Pharamacokinetic (PBPK) model approach. EUROTOX: September 2023.

    Published Papers

    Wardani I, Nor NHM, Wright SL, Kooter IM, Kolemans AA (2024). Nano- and microplastic PBK modelling in the context of human exposure and risk assessment. Environment International: 108504; https://doi.org/10.1016/j.envint.2024.108504

  • Assessing long-range transport of microplastics

    April 16, 2024

    Researchers / Institutional Affiliations

    Principal Investigator

    • Dr. Antonia Praetorius
      University of Amsterdam
      (The Netherlands)

    Collaborators

    • Dr. Todd Gouin
      TG Environmental Research
      (UK)
    • Prof. Mick Whelan
      University of Leicester
      (UK)

    Timeline

    March 2019 to March 2021

    Additional Information

    The μPLANET modelling framework uses state-of-the art advances in multimedia environmental fate modelling, integrating knowledge of the fate and transport of microplastics and naturally-occurring particles with similar properties, and strengthening understanding of processes influencing long-range environmental transport. Objectives included: applying the microBETR global model to transfer of microplastics from coasts to open oceans; developing models of transfer from rivers to oceans; and devising long-range environmental transport metrics for evaluating and prioritizing microplastics. Project outputs were integrated into a flexible tool that could be integrated into the modeling framework developed by the UTOPIA project.

    Further details are available here.

    Professional Presentations

    Seijo M, Whelan M, Gouin T, Praetorius A. Beyond the Horizon: Unveling Transport Mechanisms and Residence Times of Atmospheric Micro- and Nanoplastics. SETAC Europe 2024. See details here.

    Published Papers

    N/A

  • Modelling microplastics in aquatic environments

    April 16, 2024

    Researchers / Institutional Affiliations

    Principal Investigator

    • Matthew MacLeod
      Stockholm University
      (Sweden)

    Collaborators

    • Dr. Antonia Praetorius
      University of Amsterdam
      (The Netherlands)
    • Dr. Prado Domercq
      Stockholm University
      (Sweden)
    • Dr. Sam Harrison
      Lancaster Environment Centre
      (UK)

    Timeline

    October 2021 to September 2024

    Additional Information

    The UTOPIA project set out to develop a global, open-source multimedia modeling platform to synthesize information on the environmental fate of microplastics. The platform is intended to:

    • Describe fate processes for microplastic with reference equations, including:
      • Movement between air, freshwater rivers and lakes and their underlying sediment, coastal marine areas and urban, agricultural and background soils
      • Fragmentation into smaller plastic particles
      • Association of microplastic and organic matter due to biofouling and aggregation
      • Chemical degradation into small organic molecules that do not have characteristics of plastics and can be biodegraded
    • Offer a user-friendly interface to allow non-experts to extract data on items of interest
    • Include a generic database of microplastic properties (such as size, density and shape), enabling the model’s use for scenario analysis
    • Have a modular design so that expert users can further develop and update the model
    • Provide a reference modeling platform for screening-level risk assessment, calculation of hazard indicators, and identification of knowledge gaps and drivers of uncertainty. This will support hypothesis generation for environmental monitoring and process studies

    More detail is available here.

    Professional Presentations

    del Prado Domercq M, MacLeod M, Praetorius A, Harrison S. UTOPIA: Advancing Microplastic Understanding Through-Based Mass-Balance Modeling. SETAC Europe 2024. Available May 2024.

    Published Papers

    MacLeod M, Domercq P, Harrison S, Praetorius A. Computational models to confront the complex pollution footprint of plastic in the environment. Nature Computational Science, 2023, 3, 486-494. DOI: 10.1038/s43588-023-00445-y. Available May 2024.

  • Applying EU hazard assessment frameworks to microplastics

    April 16, 2024

    Researchers / Institutional Affiliations

    Principal Investigator

    • Dr. Bart Koelmans
      Wageningen University
      (The Netherlands)

    Collaborators

    • Dr. Martine van den Heuvel-Greve
      Wageningen Marine Research
      (The Netherlands)
    • Dr. Ivo Roessink
      Wageningen Environmental Research
      (The Netherlands)

    Timeline

    March 2019 to March 2021

    Additional Information

    The Microplastic Effect Thresholds for Aquatic Species (METAS) project assessed the applicability and adaptability of the existing EU hazard assessment framework to solid polymer particles. This provides insight into the relative hazard of these particles and helps to identify future targeted testing efforts. METAS also set out to offer guidance on testing methods for microplastic particles, and how to assess threshold levels of microplastics that affect aquatic organisms. The researchers provided guidance on the implications of the project’s findings for the environmental hazard and risk assessment of microplastics.

    Further details are available here.

    Professional Presentations

    de Ruijter VN, Hof M, Kotorou P, van Leeuwen J, van den Heuvel Greve MJ, Roessink I, Koelmans AA. Testing the effects of environmentally relevant microplastic in sediment on sixteen invertebrate species under ecologically relevant conditions. Available here.

    Published Papers

    de Ruijter VN, Redondo-Hasselerharm PE, Gouin T, Koelmans AA. Quality Criteria for Microplastic Effect Studies in the Context of Risk Assessment: A Critical Review. Environmental Science & Technology, 2020, 54 (19), 11692-11705. DOI: 10.1021/acs.est.0c03057. Available here.

    de Ruijter VN, Hof M, Kotorou P, van Leeuwen J, van den Heuvel Greve MJ, Roessink I,
    Koelmans AA. Microplastic Effect Tests Should Use a Standard Heterogenous Mixture:
    Multifarious Impacts among 16 Benthic Invertebrate Species Detected under Ecologically Relevant Test Conditions. Environmental Science & Technology, 2023, 57 (48), 19430-19441. DOI: 10.1021/acs.est.3c06829. Available 2Q2024.

  • Modelling microplastics in aquatic environments

    April 16, 2024

    Researchers / Institutional Affiliations

    Principal Investigator

    • Matthew MacLeod
      Stockholm University
      (Sweden)

    Collaborators

    • Dr Antonia Praetorius
      University of Amsterdam
      (The Netherlands)
    • Dr Maria del Prado Domercq
      Stockholm University
      (Sweden)

    Timeline

    March 2019 to March 2021

    Additional Information

    Environmental fate models can provide exposure predictions, improve process understanding and evaluate future scenarios. Existing modelling approaches for engineered nanoparticles offer a suitable starting point for nano- and microplastic fate models. Adjustments are required to account for wider size range, typically lower density of plastic particles, and possible weathering and fragmentation. This project set out to extend models of the environmental fate and transport of nanoparticles to open-source models for microplastics in aquatic systems, hence the project name of Nano2Plast. Predicted environmental concentrations and distributions between environmental compartments were calculated using these models for various microplastics. The microplastics model will be used with an open-source model of a regional-scale river, and integrated into BETR Global, an open-source, global-scale multimedia contaminant fate model.

    Further details are available here.

    Professional Presentations

    Praetorius A, McLeod M. Fate and transport models for nano- and microplastics. SETAC Europe SciCon 30th Annual Meeting, May 2020, online. Available here

    Published Papers

    Domercq P, Praetorius A, MacLeod M. The Full Multi: An open-source framework for modelling the transport and fate of nano- and microplastics in aquatic systems. Environmental Modelling & Software, Volume 148, 2022, 105291, ISSN 1364-8152. https://doi.org/10.1016/j.envsoft.2021.105291. Available here.

  • Understanding the mechanisms of microplastic formation

    April 16, 2024

    Researchers / Institutional Affiliations

    Principal Investigator

    • Hiejima Yusuke
      Research Division for Science and Technology
      Kanazawa University
      (Japan)

    Collaborators

    • Kuroda Shinichi
      Graduate School of Science and Engineering
      Gunma University
      (Japan)
    • Oku Hiroyuki
      Graduate School of Science and Engineering
      Gunma University
      (Japan)
    • Kuriyama Takashi
      Graduate School of Organic Materials and Systems Science
      Yamagata University
      (Japan)
    • Matsuba Go
      Graduate School of Organic Materials and Systems Science
      Yamagata University
      (Japan)
    • Kouzi Hiroaki
      Department of Science and Engineering
      Kanto Gakuin University
      (Japan)
    • Igarashi Toshio
      SC Environmental Science Co. Ltd
      (Japan)

    Timeline

    Underway since March 2019

    Additional information

    This study aimed to clarify the kinetic mechanisms by which secondary microplastics are generated from plastics, using the principles of polymer science and engineering. There are three main areas of focus: a detailed analysis of microplastics collected in the environment, along with specimens subjected to weathering; the kinetics of microplastic formation during artificially accelerated exposure tests; and the development of reference microplastics with sufficiently high throughput. These approaches will contribute to risk assessments, and will help develop efficient methods to prepare reference microplastics based on their formation mechanism

    Professional Presentations

    Shinichi K. Elucidation of the formation mechanism of microplastics. Microplastics Advance Research and Innovation Initiative (MARII) Workshop on Advancements and steps towards a holistic, quantitative risk assessment on microplastics, October 12-13, 2022.

    Published Papers

    N/A

  • Modeling the vector effect of microplastics in the environment

    April 16, 2024

    Researchers / Institutional Affiliations

    Principal Investigator

    • Yuji Oshima
      Faculty of Agriculture
      Laboratory of Marine Environmental Science
      Kyushu University
      (Japan)

    Collaborators

    • Yohei Shimaski
      Faculty of Agriculture
      Kyushu University
      (Japan)
    • Kang Ik Joon
      School of Interdisciplinary Science and Innovation
      Kyushu University
      (Japan)
    • Yuki Takai
      Faculty of Agriculture
      Kyushu University
      (Japan)

    Timeline

    Underway since March 2019

    Additional information

    Microplastics can act as vectors for other environmental contaminants, absorbing organic and inorganic pollutants. Previously, there had been no known studies examining this vector effect or related kinetics. The current project aims to construct a model for estimating the vector effect of microplastics and predicting its impact in the environment.

    Professional Presentations

    Oshima Y, Establishment of medaka kinetic model for aged microplastic and adsorbed chemical, Microplastics Advance Research and Innovation Initiative (MARII) Workshop on advancements and steps towards a holistic, quantitative risk assessment on microplastics, October 12-13, 2022.

    Takai Y, Uchida Y, Honda M, Shimasaki Y, Oshima Y. The Vector Effect of Fine Microplastics: Combined Effect of Polystyrene Microplastics and Anthracene on Java medaka. Plastic pollution in Asian waters, March 5, 2022.

    Takai Y, Honda M, Chairil AE, Shimasaki Y, Oshima Y. The Vector Effect of Fine Microplastics: Estimation of the Vector Effect on Anthracene in Java medaka. Plastic pollution in Asian waters, March 5, 2022.

    Takai Y, Tokunaga M, Komatsu K, Tominaga A, Shimasaki Y, Oshima Y. The vector effect of microplastics: size and concentration effect of microplastics on the accumulation of anthracene for Java medaka, K-INET International Symposium. Kanazawa, Japan, December 7, 2023.

    Published Papers

    Takai Y, Tokusumi H, Sato M, Inoue D, Chen K, Takamura T, Enoki S, Ueno Y, Kang I J, Shimasaki Y, Qiu X, Oshima Y. Combined effect of diazepam and polystyrene microplastics on the social behavior of medaka (Oryzias latipes), Chemosphere, 299 134403-134403.
    https://www.sciencedirect.com/science/article/abs/pii/S0045653522008967?via%3Dihub

    Takai Y, Tominaga A, Honda M, Qiu X, Shimasaki Y, Joon Kang I, Oshima Y. Combined effect of anthracene and polyethylene microplastics on swimming speed and cytochrome P4501A monooxygenase expression of Java medaka (Oryzias javanicus). Ecotoxicology. 2023 Sep;32(7):948-957.
    https://link.springer.com/article/10.1007/s10646-023-02700-4

    Takai Y, Tokusumi H, Sato M, Inoue D, Chen K, Takamura T, Enoki S, Ueno Y, Kang I J, Shimasaki Y, Qiu X, Oshima Y, 2022. Combined effect of diazepam and polystyrene microplastics on the social behavior of medaka (Oryzias latipes). Chemosphere 299, 134403.
    https://www.sciencedirect.com/science/article/abs/pii/S0045653522008967?via%3Dihub

    Liu Y, Qiu X, Xu X, Takai Y, Ogawa H, Shimasaki Y, Oshima Y, 2021. Uptake and reputation kinetics of microplastics with different polymer types and particle sizes in Japanese medaka (Oryzias latipes). Ecotoxicol. Environ. Saf. 212, 112007.
    https://www.sciencedirect.com/science/article/pii/S0147651321001184?via%3Dihub

    Qiu X, Saovany S, Takai Y, Akasaka A, Inoue Y, Yakata N, Liu Y, Waseda M, Shimasaki Y, Oshima, Y, 2020. Quantifying the vector effects of polyethylene microplastics on the accumulation of anthracene to Japanese medaka (Oryzias latipes). Aquat. Toxicol. 228, 105643.
    https://www.sciencedirect.com/science/article/abs/pii/S0166445X20303933?via%3Dihub

  • Using software assisted literature review to identify critical micro- and nanoplastic (MNP) literature and areas for high-impact research

    April 16, 2024

    Collaborators

    ToxStrategies, LLC (US)

    Timeline

    Completion 3Q 2024

    Additional information

    Professional Presentations

    Presented at Society of Toxicology Annual meeting, March 2024 in Salt Lake, UT.

    Published Papers

    N/A

  • Characterization of indoor and outdoor exposures to airborne microplastic particles

    April 16, 2024

    Collaborators

    • Alison Elder
      Environmental Medicine
      University of Rochester
      (Rochester, New York, US)
    • James McGrath
      Biomedical Engineering
      University of Rochester/SiMPore
    • Samantha Romanick
      Biomedical Engineering
      University of Rochester
      (Rochester, New York, US)
    • Wayne Knox
      Institute of Optics
      University of Rochester
      (Rochester, New York, US)
    • Andrew Berger
      Institute of Optics
      University of Rochester
      (Rochester, New York, US)
    • Gregory Madejski
      Integrated Nanosystems Center
      University of Rochester/Parverio, Inc.
      (Rochester, New York, US)
    • Iseult Lynch
      University of Birmingham (UK)
    • Sophie Comer-Warner
      University of Birmingham (UK)/University of Illinois Urbana-Champaign (Illinois, US)
    • John Scott
      University of Illinois Urbana-Champaign (Illinois, US)

    Timeline

    Analyses via Pyro-GC-MS to commence in spring 2024, with results being prepared for publication by the end of 2024

    Additional information

    Studies of indoor and outdoor air and settled dust have found plastic particles with varying compositions (polypropylene, polyethylene, polyester, polyvinyl chloride, nylon), morphologies (fibers, fragments, spheres), and sizes, including submicrometer particles up to several mm long. At least for larger size fractions, plastic particles can be distinguished from other airborne particulates. This project aims to address data gaps including defining the concentration, morphology, and composition of particles that can be deposited in the respiratory tract.

    For the airborne microplastic studies, researchers are using respirable cyclone-type (4 μm) and fine particulate matter (PM2.5 impactor-type, ≤2.5 μm) sampling devices. Several samples have been collected on ultrathin, optically clear silicon nanomembranes that allow imaging without extraction. For initial experiments, particles were stained to identify cellulosic and polymeric particles. The samples collected on the membranes are being analyzed via light microscopy or confocal Raman spectroscopy. However, the methods described above have limitations in terms of minimum particle sizes and the speciation analyses are somewhat inefficient. On this latter point, most health-based standards relating to particulate matter are expressed by mass concentration. Thus, the researchers are currently preparing for bulk analyses of respirable samples via pyrolysis gas chromatography/mass spectrometry (GC-MS).

    Results will ultimately be extrapolated to estimate lung burdens over various exposure time scales to compare to other types of environmental and occupational exposures. These quantitative analyses are complemented by imaging analyses to provide information about morphology and physical dimensions, as well as exploratory work to identify microplastics in environmental samples.

    Professional Presentations

    Elder et al. Analysis of Airborne Microplastics in Indoor Environments: Toxicological Considerations (virtual talk). Society for Risk Analysis annual conference, December 2021.

    Romanick et al. National Postdoc Appreciation Week Showcase, 2021 (University of Rochester): Assessment of Respirable and Inhalable Indoor Microplastic Pollution (poster).

    Elder et al. Are Airborne Microplastics a New Concern for Human Health? (talk). Society of Toxicology-Japanese Society of Toxicology Joint Symposium, SOT annual conference, San Diego, CA, March 2022.

    Romanick et al. Assessment of Respirable and Inhalable Household Microplastic Pollution and the Effects of Exposure on the Human Epithelial Barrier. 2022 Society of Toxicology poster presentation (San Diego, CA).

    Elder et al. Evaluating Indoor Exposures to Human Respirable Microplastic Particles (talk). Inhaled Particles Toxicology Conference, Santa Fe, NM, August 2022.

    Elder et al. Evaluating Indoor Exposures to Human Respirable Microplastic Particles (virtual talk). Microplastics Advance Research and Innovation Initiative (MARII) Workshop on advancements and steps towards a holistic, quantitative risk assessment on microplastics, October 2022.

    Elder et al. Evaluating Airborne Exposures to Microplastic Particles (talk). Microplastics: Factors to Consider when Assessing Potential Environmental and Human Health Risks Symposium, SOT annual conference, Nashville, TN, March 2023.

    Romanick et al. Colorimetric Assessment of Household Settled Dust Captured on Silicon Nanomembranes. 2023 Society of Toxicology poster presentation (Nashville, TN).

    Romanick et al. Colorimetric Assessment of Household Settled Dust Captured on Silicon Nanomembranes (talk). Inhaled Particles XIII-NanOEH Conference, May 2023 (Manchester, UK).

    Elder et al. Evaluating Airborne Exposures to Microplastic Particles (talk). Inhaled Particles XIII-NanOEH Conference, May 2023 (Manchester, UK).

    Published Papers

    Publications in Preparation:

    Romanick SS, Madejski G, Cashion G, Berger AJ, Elder A, McGrath J. Assessment of Household
    Settled Dust via Silicon Nanomembrane Analyses Pipeline (SNAP); Submitted.

    The researchers are also preparing an overview paper and a protocol paper about the characterization of microplastics in household dust.

    Alison Elder and Phoebe Stapleton (Rutgers University) are collaboration to prepare a chapter for Comprehensive Toxicology, 4th edition entitled, Nanoparticles and nanoplastics in the Lung; due for submission by June 2024

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