Comparative evaluation of sorption kinetics and isotherms of pyrene onto microplastics
Graphical abstract
Introduction
Microplastics (<5 mm) pollution occurs in aquatic environments worldwide and has been increasingly recognized as a global concern (Cole et al., 2011, Dris et al., 2015). Sources of microplastics include scrubbers in cosmetic and cleaning products, manufactured pellets used in plastic production or as abrasives for sandblasting, plastic fibers from machine washing of clothes, and degradation of larger plastic debris (Barnes et al., 2009, Fendall and Sewell, 2009, Cole et al., 2011, Eerkes-Medrano et al., 2015). Due to the great surface-to-volume ratio and fugacity capacity, microplastics can sorb and concentrate various types of environmental chemicals, including hydrophobic organic compounds (HOCs) and heavy metals, from the external phases (e.g., ambient water) (Ashton et al., 2010, Rochman et al., 2013, Anderson et al., 2016). Increasing studies have demonstrated that plastic debris recovered throughout the world's oceans, coastlines, freshwater lakes and rivers contained measurable organic pollutants, such as polycyclic aromatic hydrocarbons (PAHs), organochlorine pesticides (OCPs), polybrominated diphenyl ethers (PBDEs), polychlorinated biphenyls (PCBs), environmental estrogens, and so on (Rios et al., 2007, Teuten et al., 2009, Hirai et al., 2011, Engler, 2012, Heskett et al., 2012, Fisner et al., 2013). Concentrations of organic chemicals loaded on the contaminated plastics can be many orders of magnitude higher than the ambient water (Engler, 2012, Wang et al., 2016). Microplastics, as well as the sorbed toxic chemicals, can enter into the bodies of aquatic biota by accidental ingestion (Ryan, 2016). Desorption of the sorbed chemicals from contaminated microplastics may be enhanced in the gut of aquatic organisms (Bakir et al., 2014, Seltenrich, 2015), which would increase the bioavailability of these chemicals (Besseling et al., 2013, Avio et al., 2015, Wang et al., 2016). The partitioning behavior of organic contaminants within microplastics has attracted increasing attention in recent years.
PAHs are an important class of HOCs, which widely consist in emissions from forest fires, volcanic activities, industrial processes, and combustion of fossil fuels or other organic substances like tobacco and garbage. Based on the potential of PAHs in mutagenicity and carcinogenicity, Environmental Protection Agency of United States has listed 16 kinds of PAHs as priority pollutants. PAHs are ubiquitously distributed in aquatic ecosystems and inclined to associate with solid particles, such as plastic debris, because of their hydrophobic nature (O'Connor et al., 2016). A better knowledge of interactions between PAHs and microplastics is of vital importance for evaluating the possible influence of microplastics on the moving dynamics of these organic chemicals in aquatic environments.
Much work has been done to investigate the sorptive behavior of PAHs or other organic pollutants within microplastics in the laboratory or under a field condition (Teuten et al., 2007, Bakir et al., 2012, Guo et al., 2012, Rochman et al., 2013, Huffer and Hofmann, 2016, Wu et al., 2016). However, most of these previous studies tended to conduct one or two of the most commonly used sorption models to elucidate the sorption process. The possible applicability of other solid-water sorption models, which might be helpful in giving insight into the potential mechanisms involved in the sorption of organic chemicals by microplastics, is largely ignored. The objective of the present study was to achieve a deep understanding of the interactions between microplastics and organic pollutants by comparative analysis of different sorption models. Three mass-produced plastics, polyethylene, polystyrene and polyvinylchloride, which are also the predominant polymer types of plastic debris present in aquatic ecosystems (Moore, 2008, Dris et al., 2015), were selected as the model sorbents, and pyrene, a ubiquist PAH in contaminated sites which has been proved to cause toxicity in aquatic organisms and human (Clément et al., 2007, Han and Currell, 2017), was selected as the model sorbate in the sorption experiments. The experimental data were measured and fitted into different sorption kinetic and isotherm models with linear least-squares method to evaluate the fitness of each model.
Section snippets
Materials and chemicals
Three kinds of mass-produced plastic particles: high-density polyethylene (PE), polystyrene (PS), polyvinylchloride (PVC), used as the sorbents, were purchased from Shanghai Youngling Technology Ltd. (China). The microplastics were sieved to the size range of 100–150 μm. The Brunauer, Emmett, and Teller (BET) surface areas of microplastics were determined from N2 sorption data collected at 77 K with the Autosorb 1-MP Surface Area Analyzer (Quantachrome Corp., USA). Their surface characteristics
Sorption kinetics
Fig. 1A shows the sorption kinetics of Pyr onto the PE, PS and PVC particles. Uptakes of Pyr by the three kinds of microplastics increased with time until the achievement of sorption equilibrium after 48 h. Sorption kinetics provides a valuable insight into the mechanisms involved in the transport of sorbates within sorbents (Azizian, 2004). In order to get into the details of sorption kinetics of Pyr onto microplastics, the experimental data were fitted with three widely accepted kinetic
Conclusions
In this study, the sorption process of Pyr onto three different types of microplastics (PE, PS and PVC) was analyzed with different kinetic and isotherm models. The kinetics study revealed that sorption rates of Pyr onto microplastics were mainly controlled by intraparticle diffusion although the kinetic profiles fitted well to the pseudo-second-order kinetic model. PE demonstrated the highest sorption affinity for Pyr and the lowest drop rate of sorption efficiency as the initial concentrations
Acknowledgements
This project was supported in part by Funding Project of Sino-Africa Joint Research Center, Chinese Academy of Sciences (Y623321K01), the Hundred Talents Program of the Chinese Academy of Sciences (Y329671K01) and Natural Science Foundation of Hubei Province of China (NO. 2016CFB284).
References (51)
- et al.
Comparative evaluation of adsorption kinetics and isotherms of a natural product removal by Amberlite polymeric adsorbents
Chem. Eng. J.
(2009) - et al.
Biotransformation and bioconcentration of pyrene in Daphnia magna
Aquat. Toxicol.
(2003) - et al.
Microplastics in aquatic environments: implications for Canadian ecosystems
Environ. Pollut.
(2016) - et al.
Association of metals with plastic production pellets in the marine environment
Mar. Pollut. Bull.
(2010) - et al.
Pollutants bioavailability and toxicological risk from microplastics to marine mussels
Environ. Pollut.
(2015) Kinetic models of sorption: a theoretical analysis
J. Colloid. Interf. Sci.
(2004)- et al.
Competitive sorption of persistent organic pollutants onto microplastics in the marine environment
Mar. Pollut. Bull.
(2012) - et al.
Enhanced desorption of persistent organic pollutants from microplastics under simulated physiological conditions
Environ. Pollut.
(2014) - et al.
Intraparticle diffusion processes during acid dye adsorption onto chitosan
Bioresour. Technol.
(2007) - et al.
Microplastics as contaminants in the marine environment: a review
Mar. Pollut. Bull.
(2011)