Giovanni Beggio*a,
Marco Roman
b,
Denise M. Mitrano
c,
Matthieu N. Bravinde,
Ateh Suh Nkwekeu Ndiforngu
a,
Annalisa Sandona,
Tiziano Bonatobf and
Maria Cristina Lavagnoloa
aDepartment of Civil, Environmental and Architectural Engineering, University of Padova, Via Marzolo 9, 35131, Padova, Italy. E-mail: giovanni.beggio@unipd.it
bDepartment of Environmental Sciences, Informatics and Statistics, Ca′ Foscari University of Venice, Via Torino 155, 30172 Venice, Italy
cDepartment of Environmental Systems Science, ETH Zurich, Universitatstrasse 16, 8092 Zurich, Switzerland
dCIRAD, UPR Recyclage et risque, F-34398 Montpellier, France
eRecyclage et risque, Univ Montpellier, CIRAD, Avenue Agropolis, Montpellier Cedex 5, 34398, France
fSocietà Estense Servizi Ambientali S.E.S.A., Este, PD, Via Comuna, 5/B, Padova, 35042 Este, Italy
First published on 15th July 2025
Standardized methods are essential for generating reliable and reproducible data to support risk assessment and decision-making related to soil contamination by environmental pollutants, including nanoplastics (NPs). This study evaluated the ability of the RHIZOtest method, a standardized soil–plant exposure system, in providing a high-throughput testing platform for investigating NP phytoavailability. As a proof of concept, tomato plants were exposed to artificial soil spiked with model NPs at concentrations of 400 and 4000 mg kg−1 dm. Palladium (Pd)-doped polystyrene particles (PS-P) (a Z-average diameter of 210 nm, a surface charge zeta potential of −45.20 ± 032 mV, a polydispersity index of 0.1, and a Pd doping ratio of 0.295% w/w Pd to PS-P) were used as surrogates for NPs. Pd content was measured as a proxy for quantifying PS-P uptake. After eight days of exposure, Pd was detected in both the roots and shoots of plants grown on both spiked soils, confirming PS-P uptake and translocation. On average, 5 ± 1% of the spiked PS-P were taken up by the plants across spiking levels. Root concentration factors varied slightly between the lower and higher levels (31 ± 2% and 24 ± 3%, respectively), while translocation factors remained similar (∼25%). Root biomass was significantly reduced compared to controls, suggesting possible concentration-dependent PS-P rhizotoxicity. Notably, the limited variability in concentration values measured in roots (±11%) and shoots (±23%), along with near-complete mass balance recovery (97–100%), demonstrated the reliability of the RHIZOtest in accurately and consistently quantifying NP uptake while accounting for rhizosphere processes.
Environmental significanceReliable data on nanoplastic uptake by crops are urgently needed to assess potential health risks; however, current studies lack standardized soil-based methods and often suffer from poor comparability and low reproducibility. This study is the first to demonstrate the applicability of the RHIZOtest (ISO 16198) as a standardized method for assessing nanoplastic phytoavailability in soil–plant systems. Using 210 nm Pd-doped polystyrene particles and tomato plants, high experimental repeatability and efficient mass balance closure were achieved, demonstrating its adaptability to a wide range of nanoplastics, diverse crops, soil types, and treatments. These findings establish the RHIZOtest as a robust, high-throughput platform for systematic NP uptake studies, supporting its wider adoption in both research and regulatory risk assessment frameworks. |
In this context, many studies have investigated model NP uptake in plants,9 the majority reporting findings from hydroponic experiments.10–12 Hydroponic systems provided highly reproducible exposure conditions for investigating the mechanisms of NP absorption, translocation, and toxicity in plants,13–15 as well as for assessing novel quantification methodologies.16 However, these results lack environmental relevance for risk assessment due to oversimplified conditions determining greater NP mobility.12 Soil-based studies instead, though more complex and variable, provide a more realistic assessment, accounting for model NP homo- or heteroaggregation with soil organic matter and minerals as influenced by root activities (e.g., nutrient uptake, organic acid exudation, and proton and hydroxyl excretion).10 Comparing the results derived from the few existing soil-based studies is challenging due to substantial variations in experimental designs, including differences in growth media, exposure durations, plant species, and model NP compositions.7–9,17 This highlights the urgent need for a standardized soil-based biotest to support the interoperability and transferability of results for risk assessment and decision-making related to NP regulations.18,19 The RHIZOtest, a standardized biotest, has been developed to routinely investigate the phytoavailability of soil contaminants while accounting for rhizosphere processes.20,21 The Rhizotest design is based on the root-mat approach, which establishes contact between a dense, planar mat of roots and a few millimetre-thick soil layer without allowing the roots to penetrate down to the soil, thanks to a fine mesh placed in between.21 Initially applied to enable a standardized and reliable estimation of uptake for major nutrients and trace elements,22–25 its scope has since expanded to include engineered metallic nanoparticles,26 pesticides,27 pharmaceuticals and personal care products,28 brominated flame retardants,29 and more recently to a model NP consisting of 50 nm polystyrene nano-beads, spiked in a Cambisol soil.30 However, in this former study, the quantification of nano-beads was limited to shoot tissues and only at the highest exposure concentration (300 mg kg−1 dm), likely due to constraints associated with the sensitivity of the Py-GCMS analytical method.6,30 Moreover, the absence of a mass balance assessment within the soil–plant system hinders a comprehensive evaluation of the RHIZOtest's reliability and the accuracy of the reported results. In this regard, inductively coupled plasma mass spectrometry (ICP-MS) along with metal-doped NPs has been demonstrated to be promising in dealing with this critical aspect.6 Addressing these gaps, this study evaluated the applicability of the RHIZOtest for investigating the fate and phytoavailability of NPs in the soil–plant system. Among the plant species validated in the standard method, tomato (Solanum lycopersicum L.) was selected as the model species, while palladium-doped polystyrene particles (Pd-doped PS-NPs) were employed as surrogates to enable precise and sensitive quantification in plant tissues.
The composition of the three nutrient solutions used in the RHIZOtest procedure is detailed in Tables S4–S6.† A stock dispersion of Pd-doped polystyrene particles (PS-P), with a Z-average diameter of 210 nm, a polydispersity index of 0.1, and a doping ratio of 0.295% w/w Pd to PS-P, was used for soil spiking. Full characterization data are provided in Table S7.† Particle sizing was derived from SEM images, while STEM–EDX analysis confirmed the homogeneous metal distribution within the particles. Details on the synthesis and characterization methods are available elsewhere.32
To enhance the repeatability of the soil spiking process and to ensure uniform initial concentrations across soil portions, Pd-doped PS-P were added through diluted working suspensions, obtained from the initial stock suspension. Working dispersions were prepared one day before spiking by diluting the stock suspension of the Pd-doped PS-P in an aqueous soil extract, following an adapted procedure previously proposed for other nanomaterials.37 This step allowed us to better simulate realistic scenarios of soil contamination by avoiding the use of additional solvents with unknown effects. The aqueous soil extract was obtained by stirring 40 mg of soil in 100 mL of the nutrient solution used during the RHIZOtest exposure phase (Table S6†) for 1 h, followed by filtration through cellulose membranes (15–20 μm pore size). The prepared working suspension was kept under constant stirring before and during spiking to guarantee uniform distribution of Pd-doped PS-P into each soil portion. Prior to spiking, soil test portions (9 g dm) were prepared in aluminum containers and adjusted to 70% of the soil water holding capacity (Table S2†) using the same nutrient solution employed in the RHIZOtest exposure phase (Table S6†). Unspiked soil test portions were maintained as the control. Both spiked and unspiked soil test portions were prepared at the start of the hydroponic phases of the RHIZOtest, mixed, and allowed to equilibrate for three weeks before exposure under the same climatic conditions as those used for the germinated plantlets (see below for climatic conditions).
After exposure, the CV values of the measured Pd concentrations were low for soils (3.2%) and within an acceptable range for biological samples—roots and shoots—at 13% and 27%, respectively (Table S9†), considering the inherent variability typical of plant-based assays.38,39 Consistently, Ryzhenko et al. (2024) measured PS-P concentrations in shoots with low variability (around 5%) after exposure to a similar soil concentration of 50 nm PS-P using the RHIZOtest. Furthermore, the background Pd concentrations in control soils were below the method's limit of quantification (LOQ, i.e., 0.01 μg g−1 dm), indicating that Pd was an appropriate tracer.
In the soil–plant system spiked with Pd-doped PS-P, the mass balance of Pd and consequently of Pd-doped PS-P, was neatly closed, with a recovery rate of 97 ± 2.4% and 100.1 ± 0.1% at both initial soil concentrations, respectively (Table 1). Accordingly, potential losses of Pd-doped PS-P due to sorption onto the HDPE pots, stainless steel mesh or diffusion into the nutrient solution through the filter paper wicks were negligible. The resulting concentrations in all replicates were thus calculated in terms of PS-P by multiplying the measured Pd concentrations by the measured doping ratio (Table S7†). This calculation assumes that no Pd release occurred from the PS-P throughout the test, as demonstrated in simulations of plant–water interactions using the same Pd-doped PS-P.13 Although soil solutions may be more aggressive than hydroponic conditions, the conservative leaching conditions reported were considered sufficient to assume that no significant Pd leaching occurred under the experimental conditions used.13
Soil spiking level | 1.2 mg Pd kg−1 dm (400 mg PS-P kg−1 dm) | 12 mg Pd kg−1 dm (4000 mg PS-P kg−1 dm) | |||
---|---|---|---|---|---|
Before exposure | After exposure | Before exposure | After exposure | ||
Soil | (μg Pd) | 10.62 ± 0.10 | 9.83 ± 0.33 | 105.60 ± 0.80 | 99.26 ± 1.20 |
Roots | (μg Pd) | <LOQ | 0.24 ± 0.03 | <LOQ | 2.70 ± 0.31 |
Shoots | (μg Pd) | <LOQ | 0.25 ± 0.07 | <LOQ | 3.67 ± 1.04 |
TOTAL | (μg Pd) | 10.62 ± 0.10 | 10.32 ± 0.29 | 105.57 ± 0.77 | 105.62 ± 0.71 |
Uptake and translocation of nanoparticulate materials have already been observed in previous studies using different exposure systems, plant species, and alternative analytical methods for detecting the particles.8 Uptake through root cracks, root intercellular pathways and retention on the root epidermis are commonly observed through field and fluorescence SEM imaging.10,11,14,40 Imaging techniques could help to visualize the localization of PS–Ps at the root surface or within root tissues. Future studies could adopt a complementary desorption step prior to tracer analysis, using appropriate washing solutions to selectively remove loosely bound PS–Ps from the root surface. Analyzing the desorption solution for the tracer content would allow for a quantitative differentiation between surface-retained and internalized particles, thus improving the understanding of uptake pathways.
However, data on NP concentrations in plant tissues remain limited and are predominately derived from hydroponic experiments. In these studies, the type of exposure medium (hydroponic, sand, or soil) and the size of nanoparticles drove plant absorption. In particular, hydroponic conditions resulted in overall higher NP uptake than soil-based systems, likely due to increased NP mobility, fewer root barriers, and a stronger transpiration driven uptake.12,14 Higher concentrations of Pd-doped PS-P have been reported in cucumber roots (6.89 ± 0.42 mg g−1 dm), leaves (1.08 ± 0.08 mg g−1 dm), and stems (0.16 ± 0.01 mg g−1 dm) after 14 days of exposure to 50 mg L−1 NPs.16 Similarly, wheat plants exposed for three weeks to 30 mg L−1 of the same NPs used in this present study exhibited concentrations of approximatively 4 mg g−1 dm in roots and 0.3 mg g−1 dm in shoots, higher than those recorded in this RHIZOtest at the highest soil spiking level.13 At lower exposure doses (3 mg L−1), concentrations were 0.5 mg g−1 dm in roots and 0.1 mg g−1 dm in shoots, in between to those observed in this study at the lower spiking level.13
Notably, Ryzhenko et al. (2024) reported 0.4 mg g−1 of PS-P in barley shoots using a modified RHIZOtest procedure with a soil concentration of 300 mg kg−1.30 This concentration is 20 times higher than, and comparable to, the concentration measured in this study in the shoots of tomato plants exposed to soil spiked with 400 and 4000 mg kg−1 Pd-doped PS-P, respectively. This difference may be attributed to the longer exposure time (13 days vs. 8 days) and the smaller nanoparticle size (50 nm vs. 200 nm) used by Ryzhenko et al., (2024), which likely enhanced root absorption and translocation.30,41 The average RCF for the lower spiking level (31 ± 2%) was slightly but significantly higher (p = 0.004) than that for the higher level (24 ± 3%) (Fig. 1b). However, the absolute difference was minimal, suggesting that RCF values were generally comparable between the two concentrations. The TF values also showed no significant difference between the two exposure levels (24 ± 8% and 26 ± 4%). This suggests that root uptake and translocation mechanisms for Pd-doped PS-P are consistent across the two concentrations. Expanding the study to include a broader range of soil concentrations could help determine whether these mechanisms remain stable across different exposure levels.
Even though these TF values are numerically in line with those reported by del Real et al. (2022) for wheat exposed hydroponically to 3 mg L−1 of the same Pd-doped PS–Ps, such comparisons should be interpreted with caution due to fundamental differences in exposure conditions and involved plant species.7,13 Specifically, differences in the root physiology and physical behaviour of NPs at the root surface (i.e., aggregation and overall higher mobility in liquid media) can influence their available quantity for transfer to the shoots.
While the results of this study may contribute to raise concern about human exposure to nanoplastics transferred from soil to the food chain and associated risks, it is important to acknowledge the limitations of the tested conditions. Specifically, the model nanoparticles used may differ markedly from the heterogeneous nanoplastics typically found in real soils in terms of their size, polymer composition, and surface chemistry and consequent interactions with the rhizosphere. Furthermore, the use of standard artificial soil may have limited the influence of processes occurring in real soil samples, potentially modifying the concentrations during the exposure.42 Together with the use of a single plant species, these assumptions limit the transferability of these results to other polymers, plant species, and real-world soil environments. Nonetheless, they represent a necessary first step toward a more realistic assessment of nanoplastic transfer in soil–plant systems using the RHIZOtest procedure. In this regard, the RHIZOtest exposure platform has the potential to investigate systematically the influence of environmentally relevant variables (assessed alone or in combination) on the NP uptake process. Still, longer-term monitoring and experimental studies are essential to generate realistic risk estimates regarding the potential translocation of nanoplastics into the human food chain via crop uptake.
Previous studies have reported both the presence and absence of phytotoxicity in hydroponic systems, with outcomes strongly dependent on the tested dose, NP composition and the ability of plant species to regulate the antioxidant level and express genes related to oxidative stress.13,17,43–45 In addition, toxicity might also be induced by the physical blockage of root pores.46 In this regard, while the RHIZOtest is not specifically designed for long-term phytotoxicity assessment due to its simplified design and short exposure period, the observed reduction in root biomass even after short-term exposure is noteworthy. The early manifestation of toxic effects suggests that physiological responses were already active at the onset of uptake, thereby adding relevance and realism to the quantification of Pd-doped PS-P phytoavailability under these conditions.
The RHIZOtest method effectively integrates the advantages of both hydroponic and soil-based approaches. It ensures reliable results through hydroponic pre-growth, which standardizes the plant developmental stage across replicates, and the use of a 30 μm mesh that enables clean root–soil separation at harvest, minimizing mechanical damage and contamination risks. These features improve the reproducibility and accuracy of NP quantification among replicates and comparability between treatments. Furthermore, the method is environmentally relevant as it enables exposure to soil while retaining rhizosphere processes that are excluded in hydroponics.
The present study demonstrated the method's applicability for testing model plastic nanoparticle uptake in artificial soil by tomato plants confirming good mass balance recovery and limited variability across replicates, showing the occurrence of root uptake and some degree of phytotoxicity. The method does not require a specific analytical technique for subsequent NP determination, though the use of metal-doped PS nanoparticles, in this case, greatly eased their quantification in the system compared to other analytical detection methods.
Besides, the use of a standardized artificial soil, specific model nanoparticles, and a single crop species limits the broader applicability of the outcomes provided by this study. Nevertheless, the proposed procedural adaptation of the RHIZOtest shows potential as a standardized exposure platform to support the investigation of NP uptake and translocation in plant–soil systems and their influencing factors, by variating parameters such as site-specific soils, plant species, or different NPs, either model or real, and differing in the composition and morphology, as well as the introduction of additional soil stressors.
Furthermore, it is important to highlight that the short-term exposure of the RHIZOtest might not be comparable to more realistic long-term tests that cover a whole vegetation period. Similarly to what has been observed for microplastics, aging in soil can also likely modify the chemical and physical properties of NPs, thus influencing their mobility and phytoavailability in the rhizosphere.42 The short-term exposure time usually used in RHIZOtest experiments is imposed by the geometry of the system. The root-mat approach, despite the above mentioned inherent advantages, is artificial by design and does not allow us to grow plants for more than about ten to twenty days. Accordingly, it is clearly impossible to envisage growing plants with this procedure for several weeks to months up to crop maturity (e.g. mature fruits or grains). This inherent limitation is the counterpart of its many advantages and notably of the ability to standardize the exposure of the whole plants to soil contaminants while accounting for and measuring rhizosphere and plant physiological processes involved as phytoavailability drivers.
In this context, the RHIZOtest is not intended to replace long-term field experiments, which remain the most environmentally relevant scale of investigation. However, it can serve as a complementary tool, either as a preliminary screening method to identify conditions most suitable for field-scale testing, or as a follow-up to field trials, which are often limited in scope, to extend the range of environmentally relevant scenarios assessed.
Within this scope, based on the results of this study and thanks to its discussed inherent advantages, its adaptability to conditions that retain ecological relevance, and standardization under ISO guidelines, the RHIZOtest can be considered as a promising platform for the routine high-throughput investigation of NP plant uptake that can be widely implemented in research and in regulatory applications, ultimately improving risk assessment frameworks for nanoplastics in terrestrial ecosystems.
Footnote |
† Electronic supplementary information (ESI) available: Additional information on materials (Tables S1–S7), including photographs of the experimental setup (Fig. S1–S4), as well as the complete dataset on measured concentration values and plant biomass at the end of the test (Tables S8–S10) (DOC). See DOI: https://doi.org/10.1039/d5en00328h |
This journal is © The Royal Society of Chemistry 2025 |