Research paper
Estimation of the mass of microplastics ingested – A pivotal first step towards human health risk assessment

https://doi.org/10.1016/j.jhazmat.2020.124004Get rights and content

Highlights

  • Ubiquitous presence of microplastics in the food web.
  • Microplastics mass ingestion rate is fundamental to assess the human health risk.
  • This study utilised the existing evidence to determine a global average rate of microplastic ingestion.
  • The findings of this study will contribute to the human health risk assessment frameworks.

Abstract

The ubiquitous presence of microplastics in the food web has been established. However, the mass of microplastics exposure to humans is not defined, impeding the human health risk assessment. Our objectives were to extract the data from the available evidence on the number and mass of microplastics from various sources, to determine the uncertainties in the existing data, to set future research directions, and derive a global average rate of microplastic ingestion to assist in the development of human health risk assessments and effective management and policy options. To enable the comparison of microplastics exposure across a range of sources, data extraction and standardization was coupled with the adoption of conservative assumptions. Following the analysis of data from fifty-nine publications, an average mass for individual microplastics in the 0–1 mm size range was calculated. Subsequently, we estimated that globally on average, humans may ingest 0.1–5 g of microplastics weekly through various exposure pathways. This was the first attempt to transform microplastic counts into a mass value relevant to human toxicology. The determination of an ingestion rate is fundamental to assess the human health risks of microplastic ingestion. These findings will contribute to future human health risk assessment frameworks.

Introduction

Plastic pollution is an environmental concern garnering increasing attention globally. All life on earth, from ecosystems to people, are increasingly being exposed to plastic waste without knowledge of their full effects (WorldEconomicForum & EllenMacArthurFoundation, 2017). Plastics are highly resistant to degradation, and therefore are mass-produced as a versatile, cost-effective and durable material. Microplastics (MPs) are plastic particles less than 5 mm that can be intentionally manufactured (primary microplastics) or generated from larger plastics (secondary microplastics), and are introduced to the environment through various anthropogenic activities and natural pathways, contaminating ecosystems and entire food webs (Rochman, 2018). Microplastics have been identified in atmospheric, aquatic and terrestrial environments, as well as drinking water and food products for human consumption, thus potentially leading to adverse health effects upon ingestion and/or inhalation (Barcelo, 2019; Carbery et al., 2018; Barboza et al., 2018; Proshad et al., 2018; Smith et al., 2018; Allen et al., 2019) (Fig. 1). Concerns on the occurrence, distribution and toxicology of microplastics are now a focus of worldwide public attention (GESAMP, 2016, WHO, 2019a).
The persistent nature and mismanagement of plastic waste facilitate the accumulation of microplastics in the environment, the leaching of hazardous additives, and the adsorption and migration of environmental pollutants (Revel et al., 2018). Microplastics are often referred to as a 'cocktail of contaminants' due to their association with additives, heavy metals, pharmaceuticals, pesticides and various other persistent organic pollutants present in the environment (Xu et al., 2020, Fred-Ahmadu, 2020, Carbery et al., 2020). Such contaminants have been linked to several human illnesses and diseases including obesity, diabetes, cancer, endocrine disturbance, developmental, cardiovascular and reproductive problems, suggesting that the uptake of microplastics may pose a significant risk to human health (Mishra et al., 2019, Alharbi et al., 2018, Volschenk et al., 2019, Pal and Maiti, 2019, Ribeiro et al., 2019).
Microplastics may directly or indirectly impact human health by acting as physical stressors or vectors of environmental contaminants (Hartmann et al., 2017) and may enter the human digestive, respiratory and circulatory systems, acting as both physical and chemical stressors to the human system (Barboza et al., 2018; Hartmann et al., 2018). The concepts of bioaccessibility and bioavailability are fundamentally crucial for quantifying the risks that are associated with exposure to environmental contaminants. Briefly, bioaccessibility and bioavailability describe the potential to interact with an organism and the fraction of the dose (obtained via ingestion, inhalation or dermal pathways) that reaches the systemic circulation and is therefore available for absorption (Semple et al., 2004). Numerous in vitro studies have identified human health risks when exposed to plastic additives, including phthalates, organochlorines, PCBs, PBDEs, and toxic metals; and it was found that the toxicity of the microplastics' associated contaminants is primarily dependent on the dose and other factors including polymer type, particle size, surface chemistry and hydrophobicity (Fred-Ahmadu, 2020, Schirinzi et al., 2017, Lu et al., 2019). Thus it is pivotal to evaluate the amount of microplastics introduced to the human system and its potential impacts (Wright and Kelly, 2018).
Despite the breadth of scientific literature currently available on microplastics (Fig. 2), uniform methods for collection, characterization and analysis have not been employed. The lack of agreement on standardized approaches amongst the scientific community has resulted in an acute shortage of readily comparable data (Koelmans et al., 2019). Not surprisingly, the findings from different studies have not been synthesized and put into a quantifiable risk context, leaving many questions unanswered. How much plastic are humans potentially ingesting? What are the likely ramifications? To date, limited studies have been undertaken to address these fundamental questions of human health.
Research has largely focused on the marine environment and organisms to determine the prevalence of microplastics. This has inconspicuously resulted in a lack of detailed data, owing to the challenges associated with fieldwork and technological constraints. Recent studies have attempted to refine protocols that minimize background contamination, while improved analytical methodologies and instrumentation have improved the overall efficiency and limits of detection to enhance information relating to size, shape and polymer type (Maes et al., 2017, Raju, 2020, Rochman, 2020, Zhang, 2019, Zhu et al., 2019). Furthermore, microplastic research has expanded to investigate particles in the atmosphere (Allen and Allen, 2019, Bergmann et al., 2019, Dris et al., 2017, Rezaei et al., 2019), plants and soil (Rillig et al., 2019, Brandon et al., 2019, Boots et al., 2019), food items (Oßmann et al., 2018a, Cox et al., 2019, Hernandez, 2019, Kim et al., 2018, Kosuth et al., 2018, Kutralam-Muniasamy et al., 2020, Pivokonsky et al., 2018, Shruti et al., 2020a, Shruti et al., 2020b) and stools (Schwabl et al., 2019, Zhang et al., 2019).
Through a systematic review and analysis of the published literature, our study aims to provide a snapshot of the global average rate of microplastic uptake by humans via various exposure pathways. This study is the first attempt to simultaneously estimate the numbers and mass of microplastics ingested, thereby setting a foundation for use in future human toxicological studies. Our key objectives were to:
  • (i)
    analyze the available literature to extract data on the number and mass of microplastics present in various sources;
  • (ii)
    translate the number of microplastics into a corresponding mass;
  • (iii)
    assess the uncertainties in the existing data and set future research directions; and
  • (iv)
    derive a global average rate of microplastic ingestion (GARMI) to assist in the development of human health risk assessments and effective management and policy options.

Access through your organization

Check access to the full text by signing in through your organization.

Access through your organization

Section snippets

Methods

We searched the scientific literature using key search terms to obtain relevant publications. Publications included in the analysis met the inclusion criteria and contained quantitative data of the number and/or mass of microplastics detected in various samples (S1.1). Of the ninety-three publications identified, thirty-four were excluded for failing to meet set quality criteria, and fifty-nine were utilized in the analysis (Fig. 3). We extracted relevant data and categorized it into (i)

Calculation of ingestion rates

The predictor variables for the ingestion rate were identified to be the number of particles (concentration), size, shape, polymer type, PSD, physical characteristics of individuals, as well as surrounding environment, geographical location, demographics and diet. The study noted that the mass of microplastics ingested was a function of the number of particles, size, shape, polymer type and particle size distribution. The imprecision related to the methods utilized to convert the number of

Discussion

Globally, humans have been exposed to microplastics from various sources and their adverse health impacts are emerging. Human health risk assessments could be conducted using standard in vitro and in vivo models if the mass of microplastics ingested was known, similar to pharmaceutical assessments. Thus, the estimation of an ingestion rate would form the basis of a human health risk assessment. This study builds on current knowledge by converting the ANMP ingested into a mass value which has

Conclusion

The global presence and persistence of microplastics are well-established; however, the amounts of microplastics humans ingest was to be fully quantified. Our study provides a preliminary estimate of the potential amount of microplastics that may be ingested by humans, which can serve as a basis for future investigations. It highlights the risks to humans, stressing the need for a precautionary approach to be adopted. Following a systematic process, the analysis indicates that globally, on

CRediT authorship contribution statement

Kala Senathirajah conducted the underlying research, investigations and writing. Simon Attwood provided the conceptual basis for the study. Geetika Bhagwat and Maddison Carbery contributed graphics, proof reading and review. Scott Wilson provided drafting assistance. Thava Palanisami provided oversight and leadership for the overall research theme, planning and execution.

Declaration of Competing Interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Acknowledgements

This project was commissioned by World Wide Fund for Nature (WWF) - Singapore, who provided partial funding for the research. We would also like to acknowledge Kim Colyvas for statistical support. The Research Training Program Scholarship offered by the Commonwealth of Australia and PhD Scholarship by Water Research Australia are also duly acknowledged.

Competing financial interests declaration

All authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the

References (121)

  • E.M. Duncan

    The true depth of the Mediterranean plastic problem: extreme microplastic pollution on marine turtle nesting beaches in Cyprus

    Mar. Pollut. Bull.

    (2018)
  • D. Eerkes-Medrano et al.

    Microplastics in drinking water: a review and assessment

    Environ. Sci. Health

    (2019)
  • G. Everaert

    Risk assessment of microplastics in the ocean: Modelling approach and first conclusions

    Environ. Pollut. (Barking, Essex : 1987)

    (2018)
  • T. Gajst et al.

    Sea surface microplastics in Slovenian part of the Northern Adriatic

    Mar. Pollut. Bull.

    (2016)
  • J. Hartmann et al.

    Risk governance of potential emerging risks to drinking water quality: analysing current practices

    Environ. Sci. Policy

    (2018)
  • A.L. Heffernan

    Harmonizing analytical chemistry and clinical epidemiology for human biomonitoring studies. A case-study of plastic product chemicals in urine

    Chemosphere

    (2020)
  • J. Hwang et al.

    An assessment of the toxicity of polypropylene microplastics in human derived cells

    Sci. Total Environ.

    (2019)
  • H.K. Imhof

    Pigments and plastic in limnetic ecosystems: a qualitative and quantitative study on microparticles of different size classes

    Water Res.

    (2016)
  • A. Isobe et al.

    East Asian seas: a hot spot of pelagic microplastics

    Mar. Pollut. Bull.

    (2015)
  • M.B. Khan et al.

    Microplastic abundances in a mussel bed and ingestion by the ribbed marsh mussel Geukensia demissa

    Mar. Pollut. Bull.

    (2018)
  • H.M. Koch

    Phthalate metabolites in 24-h urine samples of the German Environmental Specimen Bank (ESB) from 1988 to 2015 and a comparison with US NHANES data from 1999 to 2012

    Int. J. Hyg. Environ. Health

    (2017)
  • A.A. Koelmans

    Microplastics in freshwaters and drinking water: critical review and assessment of data quality

    Water Res.

    (2019)
  • M. Lehtiniemi

    Size matters more than shape: Ingestion of primary and secondary microplastics by small predators

    Food Webs

    (2018)
  • R. Lenz et al.

    A critical assessment of visual identification of marine microplastic using Raman spectroscopy for analysis improvement

    Mar. Pollut. Bull.

    (2015)
  • L. Lu

    Interaction between microplastics and microorganism as well as gut microbiota: a consideration on environmental animal and human health

    Sci. Total Environ.

    (2019)
  • A. Mathalon et al.

    Microplastic fibers in the intertidal ecosystem surrounding Halifax Harbor, Nova Scotia

    Mar. Pollut. Bull.

    (2014)
  • H.K. McIlwraith

    Capturing microfibers − marketed technologies reduce microfiber emissions from washing machines

    Mar. Pollut. Bull.

    (2019)
  • S.M. Mintenig et al.

    Low numbers of microplastics detected in drinking water from ground water sources

    Sci. Total Environ.

    (2019)
  • S. Mishra et al.

    Marine microfiber pollution: a review on present status and future challenges

    Mar. Pollut. Bull.

    (2019)
  • S.E. Nelms et al.

    Investigating microplastic trophic transfer in marine top predators

    Environ. Pollut.

    (2018)
  • M. Oliveira et al.

    The how and why of micro(nano) plastic research

    TrAC Trends Anal. Chem.

    (2019)
  • B.E. Oßmann

    Small-sized microplastics and pigmented particles in bottled mineral water

    Water Res.

    (2018)
  • B.E. Oßmann et al.

    Small- sized microplastics and pigmented particles in bottled mineral water

    Water Res.

    (2018)
  • N.N. Phuong

    Is there any consistency between the microplastics found in the field and those used in laboratory experiments?

    Environ. Pollut..

    (2016)
  • M. Pivokonsky

    Occurrence of microplastics in raw and treated drinking water

    Sci. Total Environ.

    (2018)
  • J.J. Powell et al.

    Origin and fate of dietary nanoparticles and microparticles in the gastrointestinal tract

    J. Autoimmun.

    (2010)
  • J.C. Prata et al.

    Methods for sampling and detection of microplastics in water and sediment: a critical review Density separation

    Trends Anal. Chem.

    (2019)
  • J.C. Prata

    Airborne microplastics: consequences to human health?

    Environ. Pollut.

    (2018)
  • X. Qu et al.

    Assessing the relationship between the abundance and properties of microplastics in water and in mussels

    Sci. Total Environ.

    (2018)
  • X. Qu et al.

    Assessing the relationship between the abundance and properties of microplastics in water and in mussels

    Sci. Total Environ.

    (2018)
  • M. Revel et al.

    Micro(nano)plastics: a threat to human health?

    Curr. Opin. Environ. Sci. Health

    (2018)
  • M. Rezaei et al.

    Wind erosion as a driver for transport of light density microplastics

    Sci. Total Environ.

    (2019)
  • F. Ribeiro et al.

    Accumulation and fate of nano- and micro-plastics and associated contaminants in organisms

    TrAC Trends Anal. Chem.

    (2019)
  • S. Rist et al.
    (2018)
  • L.C. de Sá et al.
    (2018)
  • G.F. Schirinzi

    Cytotoxic effects of commonly used nanomaterials and microplastics on cerebral and epithelial human cells

    Environ. Res.

    (2017)
  • D. Schymanski et al.

    Analysis of microplastics in water by micro-Raman spectroscopy: release of plastic particles from different packaging into mineral water

    Water Res.

    (2018)
  • S. Allen et al.

    Atmospheric transport and deposition of microplastics in a remote mountain catchment

    Nat. Geosci.

    (2019)
  • Atlas, W., 2016. Global data....
  • M. Bergmann et al.

    White and wonderful? Microplastics prevail in snow from the Alps to the Arctic

    Sci. Adv.

    (2019)
  • Cited by (949)

    • Lifetime Accumulation of Microplastic in Children and Adults

      2021, Environmental Science and Technology
    View all citing articles on Scopus
    View full text