Nanospecific Phytotoxicity of CuO Nanoparticles in Soils Disappeared

Sep 21, 2017 - The set up allows identifying whether or not NPs-derived colloidal Cu in soil porewater contributes to toxicity. Ultrafiltration (50 kD...
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Nanospecific phytotoxicity of CuO nanoparticles in soils disappeared when bioavailability factors were considered Hao Qiu, and Erik Smolders Environ. Sci. Technol., Just Accepted Manuscript • DOI: 10.1021/acs.est.7b01892 • Publication Date (Web): 21 Sep 2017 Downloaded from http://pubs.acs.org on September 22, 2017

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Nanospecific phytotoxicity of CuO nanoparticles in soils disappeared when bioavailability

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factors were considered

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Hao Qiu*,†,‡ and Erik Smolders†

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Division of Soil and Water Management, KU Leuven, 3001, Heverlee, Belgium

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School of Environmental Science and Engineering, Shanghai Jiao Tong University, 200240,

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Shanghai, China

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*

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E-mail address: [email protected] (Hao Qiu)

Corresponding author. Tel.: +32 1637 6550; Fax: +32 1632 1997

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Word Limits (< 7000)

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Main text: 5012 Words

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Figures: 4 (1200 word equivalents)

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Tables: 2 (600 word equivalents)

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ABSTRACT

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Bioavailability-modifying factors such as soil type and aging have only rarely been

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considered in assessing toxicity of metal-containing nanoparticles in soil. Here, we examined the

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toxicity to barley (Hordeum vulgare) of CuO nanoparticles (CuO-NPs) relative to CuO bulk

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particles (CuO-BPs) and Cu acetate (Cu(OAc)2) in six different soils with or without aging. The

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set up allows identifying whether or not NPs-derived colloidal Cu in soil porewater contributes

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to toxicity. Ultrafiltration (50 kDa) was performed together with geochemical modeling to

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determine {Cu2+} (free Cu2+ activity in soil porewater). Based on total soil Cu concentration,

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toxicity measured with seedling root elongation ranked Cu(OAc)2 > CuO-NPs > CuO-BPs in

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freshly spiked soils. The differences in toxicity among the three toxicants became smaller in soils

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aged for 90 days. When expressing toxicity as {Cu2+}, there was no indication that

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nanoparticulate or colloidal Cu enhanced toxicity. A calibrated bioavailability-based model

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based on {Cu2+} and pH successfully explained (R2 = 0.78, n = 215) toxicity of all Cu forms in

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different soils with and without aging. Our results suggest that toxicity predictions and risk

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assessment of CuO-NPs can be carried out properly using the bioavailability-based approaches

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that are used already for their non-nano counterparts in soil.

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INTRODUCTION

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Copper-containing nanoparticles (NPs) have been widely used in agriculture as fungicides

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or pesticides1, and in industry as catalysts, lubricant additives, conducting polymers and

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antifouling agents2, 3. Due to their widespread applications, there is increasing concern about the

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release of Cu-based NPs into the environment and subsequent side effects on ecosystem and

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human health. An inherent hypothesis when assessing risks posed by metal-based NPs is that the

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nanospecific properties (e.g., high surface area to volume ratio and high reactivity) will cause

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specific interactions with the test media and test organisms compared to the case of

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corresponding bulk particles or salt forms4, 5. As a result, new biological effects may be expected.

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However, a consensus on the existence of nanospecific effects has yet to be reached. For instance,

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the inhibitory effects of different copper forms on the growth of duckweeds (Landoltia punctata)

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followed the order: CuCl2 > CuO NPs > bulk CuO6, whereas Zhao et al. found that CuO NPs

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exhibited a much higher growth inhibition on water hyacinth (Eichhornia crassipes) than that of

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bulk CuO and CuSO47. The toxicities of CuO NPs have been attributed to either the NPs

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themselves8, 9, released metal ions10, or both11, 12. It becomes clear that an accurate assessment of

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NPs dissolution in the exposure media is essential to draw robust conclusions in nanotoxicity

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analysis.

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The fate and toxicity of nanoparticles in aquatic system have been studied extensively13,

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while the current knowledge on the interactions of NPs with soil and the subsequent impact on

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toxicity is clearly lagging behind. In simple solution system, it is relatively straightforward to

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distinguish the effect of NPs from the effect of released ions and even to calculate the

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contributions of NPs and ions released to the overall toxicity14-16. In soils, quantification of the

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amount of ions released remains problematic17,

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. This is because organic matter, reactive

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minerals (e.g., iron and aluminum (hydr)oxides), and clay minerals in soil are likely to play a

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vital role in determining the fate and bioavailability of NPs via sorption interactions or by

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inducing particle aggregation19. The conclusions on nanospecific toxicity were often drawn by

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comparing the toxicity of NPs with the reference toxicant forms on a basis of total soil metal

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concentration or, at best, concentrations in membrane filtered porewater that includes the

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colloidal fraction and, hence the NPs20-22. In such cases, bioavailability factors are difficult to

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analyze and apparent nanospecific toxicity (i.e., NPs are more toxic than other forms on a total

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soil concentration basis) may be just due to confounding factors and do not reflect the real effect

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at the toxicological level. According to the biotic ligand model (BLM) theory for ‘conventional’

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forms of metals, the free metal ion in the soil porewater is the main toxic species responsible for

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inducing toxicity and its toxicity can be mitigated by competing ions such as Ca2+ and protons23,

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0.45 µm filtration step) do not discriminate the mineral colloids from truly dissolved free metal

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ion or small organic metal complexes3. If the NPs in the soil porewater contribute to toxicity in

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addition to the released metal ions, then soil treatments with NPs would cause more toxic effects

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to organisms than treatments with traditional forms of metals when the free ion activities in soil

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porewater of these treatments are the same25. In contrast, if the NPs or, more general, the

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minerals colloids do not contribute to toxicity, then toxicity is merely related to the metal ions

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and existing bioavailability-based models such as BLM for metal salts could be calibrated to

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normalize toxicity data of different forms of metals26. These possibilities remain to be further

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evidenced by experimental data.

. In soils dosed with NPs, the total metal concentration in the soil porewater (normally after a

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Aging is another important aspect to consider in the environmental implications of NPs. In

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toxicity studies of NPs in soil, a 24 h equilibration time (rather than long-term soil incubation) is

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often used to provide a worst-case scenario in terms of less dissolution and greater NPs

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bioavailability27,

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representative of soils subjected to long-term aging, thus may not reveal the full toxicity

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potential of NPs29. Besides, the equilibration processes or rates for different metal forms are

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likely to be different17. Therefore, for comparative toxicity studies (nano versus non-nano forms),

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it is necessary to determine whether different equilibration time (aging time) may provide

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different answers and input data for risk assessment of NPs. The effects of aging on NP

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dissolution may also differ across different soils. To the best of our knowledge, the effects of soil

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type and aging on the toxicity of metal-based NPs have hardly been investigated.

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. However, toxicity of NPs measured in freshly spiked soils may not be

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The aims of this study were 1) to investigate the relative toxicity of Cu derived from CuO

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NPs to barley (Hordeum vulgare L.) in different soils upon different aging time after spiking

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with bulk-sized CuO and Cu acetate as two reference toxicant forms, 2) to identify potentially

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larger toxicity of the NPs than that of Cu ions, either expressed on total soil or soil porewater

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basis, and 3) to test if the BLM concept derived for metal salt spiked soils is applicable to CuO

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NPs across different soils and aging time. All CuO NPs fate and toxicity studies were referenced

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to bulk CuO and Cu acetate because the risk assessment of NPs needs information about

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potential additive toxicity of the metal-containing NPs in soil beyond the obvious effects of the

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Cu2+ in soil solution or of the effects of the total salt form added to soil. In our study, both a

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short-term (24 h) and a long-term (90 d) equilibrium time were used for identifying the aging

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effects. It is postulated that CuO-NPs may show, if any, nanospecific toxicity after short-term

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soil incubation and that this nanospecific effects will disappear upon long-term incubation as

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CuO-NPs dissolve. The nanospecific effects on toxicity can go in both directions, e.g., lower

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toxicity of NP compared to the salt when using total soil Cu concentration as dose or larger

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toxicity when using soil porewater Cu (including colloidal Cu) as dose. In the latter case, the NPs

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serve as reservoir for time-dependent release of ions.

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MATERIALS AND METHODS

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Soils and treatments for toxicity tests

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A total of six soils from five locations in Europe were used for toxicity tests. The top 20 cm

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soil samples were collected from Houthalen (Belgium), Kovlinge (KOV, Sweden), Rhydtalog

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(RHY, Wales), Ter Munck (TMK, Belgium), and Zegveld (ZEG, The Netherlands), respectively

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(Supporting Information, Table S1). These soil samples were air-dried, sieved through a 4-mm

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mesh, homogenized, and stored in barrels at ambient temperature until use. One portion of

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Houthalen soil was amended with CaO to have two pH levels: the original low pH soil (HTL, pH

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= 4.8) and the adjusted high pH soil (HTH, pH = 5.8). Each soil was spiked with 5 to 7

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concentration levels of CuO nanoparticles (CuO-NPs) (Sigma-Aldrich,

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CuO-BPs treatment except for HTL and RHY soil. Dissolution of metal oxides depend on their

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surface area, which is larger for smaller particles37. The higher surface of CuO-NPs compared to

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CuO-BPs increases the rate of dissolution25. Upon aging, total dissolved Cu concentrations

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increased in the soils (except for TMK soil) spiked with CuO-NPs and CuO-BPs but decreased

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in the soils spiked with Cu(OAc)2. This suggests a slow dissolution of Cu oxides during soil

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incubation, counteracted by fixation of dissolved Cu2+ in soil. The increasing porewater metal

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concentrations in soil over time was also reported for ZnO-NPs38 and AgNPs29. Aging reactions

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in soil have shown to decrease the mobility and solubility for many metal salts39, 40.

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The truly dissolved Cu after the ultrafiltration step ranked, at equivalent Cu addition to soil,

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Cu(OAc)2 > CuO-BPs > CuO-NPs. An exception was TMK soil, where adding CuO-NPs

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resulted in higher truly dissolved Cu concentration in the porewater than the case of adding the

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same amount of CuO-BPs. For Cu(OAc)2 treatments, truly dissolved Cu decreased with aging in

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all soils as did the total dissolved Cu, indicating the fixation reactions (see above). For CuO-NPs

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and CuO-BPs treatments, aging had inconsistent effects on truly dissolved Cu concentrations.

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These variable trends contrast more consistent increasing trends in total dissolved Cu and may be

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related to the balance between slow dissolution counteracted by flocculation of colloidal NP and

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by the aging of the Cu2+ ions.

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The colloidal Cu in the 0.45 µm filtered pore water, i.e., Cu CuO-NPs > CuO-BPs when

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using total soil Cu concentration [Cu]tot as the dose descriptor. This corresponds to the order of

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solubility of these Cu forms in soil. After soil incubation for 90 days, EC50[Cu]tot values for the

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three Cu forms were similar in HTL and RHY soils, suggesting that aging reverted these

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different Cu forms to be equally toxic (Figure 2). For the other 4 soils, the differences in values

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of EC50[Cu]tot for the three Cu forms became smaller than those of soils without aging (Table 2).

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It is expected that the toxicity of metal NPs, BPs and salts converge to a common value after

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sufficient aging time that is determined by the equilibrium partitioning of metal species between

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the soil solution and soil solid phases29, 42. In RHY and TMK soil, there were no significant

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effect of aging on the toxicity of CuO-NPs and CuO-BPs. In the rest of the soils investigated,

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values of EC50[Cu]tot for CuO-NPs and CuO-BPs decreased upon aging, indicating an increased

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toxicity. This may result from an increase in dissolution with increasing time. For Cu(OAc)2,

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there were slight increases in EC50[Cu]tot values in all soils after aging (Table 2). This is

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consistent with the findings that toxicity of metal salts decreased with prolonged soil incubation

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time39, 40. The EC50[Cu]tot in soils freshly spiked with Cu(OAc)2 varied by a factor of 5 and

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increased with soil CEC as shown earlier35. The EC50[Cu]tot of soils freshly spiked with NPs

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differed by a factor of 38. In reality, changes in NP toxicity expressed in terms of the total metal

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added to the soil may actually reflect a balance between surface modifications, dissolution

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processes and the speciation and solid phase binding of dissolved ions. When porewater Cu

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concentration [Cu]pw was used as the dose, both truly dissolved Cu and particulate Cu that can

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pass 0.45µm membrane were considered. The EC50[Cu]pw for the three Cu forms increased in

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the following order: Cu(OAc)2 < CuO-BPs < CuO-NPs in all freshly spiked soils (Table 2). This

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cannot be explained simply by the porewater Cu concentrations (order: Cu(OAc)2 > CuO-NPs >

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CuO-BPs). The Cu species in the porewater thus needed to be explicitly considered. Upon aging,

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there were almost no changes in values of EC50[Cu]pw for the three Cu forms in RHY, TMK,

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and ZFG soil, while an evident decrease in EC50[Cu]pw values for CuO-NPs and CuO-BPs were

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observed in HTL, HTH, and KOV soil. When expressing toxicity as free ion activity in soil

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solution which were estimated from the composition of the truly dissolved porewater fraction,

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the EC50{Cu2+} values were almost unaffected by source of Cu and ageing. There was only one

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case in which the Cu2+ toxicity was enhanced when NPs were the source relative to other

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treatments (HTL soil freshly spiked with CuO-NPs). In contrast, the five other freshly spiked

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soils and in all six aged soils, the toxicity (as seen from EC50{Cu2+} values) of the NPs was not

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different from the corresponding salt amended soil (4 cases) or was even lower (5 cases). Hence,

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the evidence for toxicity of colloidal Cu in a CuO-NP amended soil is exceptional and, at most,

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transient (Figure 3 and Table 2).

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Normalization of toxicity of different Cu forms across soils

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As a next step, all soil treatments, including 215 data points of different forms of Cu and

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different soil incubation time, were compiled together to better incorporate bioavailability among

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soils, metal forms and aging. A logistic dose-response equation was applied to fit all data.

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Generally, model fits improved with improved considerations of bioavailability. When we used

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total Cu concentrations as dose, the obtained R2 = 0.43 and RMSE = 26.4 (Figure 4A), and these

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values were 0.51 and 24.7 with the use of porewater Cu concentrations as dose. When we used

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free ion activities as dose, R2 value further went up to 0.60 and RMSE decreased to 22.0. Even

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though, there was still 40% of variance in toxicity that cannot be explained, suggesting other

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bioavailability-modifying factor (porewater chemistry) may also need to be considered. A free

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ion effective dose model, rather than a traditional BLM was used to predicting Cu toxicity43:

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γ effect = log{Cu 2 + }effect − α ⋅ pH − ∑η n ⋅ p{C z + }

(3)

1

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where γeffect is the effective dose that incorporates not only the {Cu2+}, but also the factors (e.g.,

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H+ and other competing cations CZ+) modifying the effects of bioavailability. The coefficients α

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and ηn, describing the effects of cations on Cu toxicity, are assumed to be independent of the

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effect level23. Toxicity of Cu2+ was then related to γeffect via the log-logistic dose-response model

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(Eq. 1). Model coefficients were calibrated by multiple nonlinear regression analysis. The

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activity of H+ (but not other major cations K+, Ca2+, Na+, and Mg2+) in the porewater was

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identified as the sole variable that affects Cu2+ toxicity and was included into the final model.

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The model parameter α for pH was negative (-0.92), indicating increased toxicity with increasing

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pH (i.e., decreasing H+), which is compatible with the competitive binding concept of the BLM44

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and with the findings by Lofts et al.43. With the use of effective dose γeffect, the model provided

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superior fit (R2 = 0.78, RMSE = 17.9) (Figure 4D) in comparison to the fits obtained with other

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dose descriptors (Figure 4A, B, and C). This supports the assumption that free ions released

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from NPs represents the dominant bioavailable form of Cu in soil, confirming the feasibility of

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applying the existing bioavailability-based approaches to assess soil NPs toxicity.

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In soil toxicity tests that tested soluble metal salts as the conventional worst-case source,

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the pore water has been well recognized as a dominant pathway for exposure and free metal ions

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is supposed to be responsible for plant uptake and subsequent toxicity24, 45. In freshwater, the role

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of Cu2+ release from CuO-NPs as the sole cause for CuO-NPs toxicity is under debate. For

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example, the aquatic toxicity of CuO-NPs was 48 times higher than that of CuO-BPs to Vibrio

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fischeri when CuO concentrations were expressed as suspension Cu, while their toxicity was

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almost identical when considering bioavailable Cu (with the use of Cu ion sensor bacteria)46.

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This and the present study acknowledged the predominant role of Cu2+ in determining toxicity of

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different Cu forms. However, other aquatic studies suggested that suspended particles maybe of

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greater importance as these NPs can be internalized and trigger the generation of reactive oxygen

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species (ROS) or dissolve intracellularly12, 47. After exposure to CuO-NPs and CuO-BPs in a

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sand-solution matrix, a fraction of the Cu in the wheat shoots was found to be present as CuO,

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suggesting intact uptake and transport of these materials11. Wang et al.8 also reported xylem- and

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phloem-based transport of CuO NPs in maize in hydroponic culture as observed by TEM-EDS.

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In our experimental condition, i.e., in real soil environment, the resulting CuO-NPs in the

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porewater may be too large to cross the cell wall. At equivalent Cu concentrations added into soil,

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root Cu contents in CuO-NPs treatments were only slightly higher than that in CuO-BPs

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treatments, and were close to (or lower than) that in Cu(OAc)2 treatments (Table S2). In soils, it

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has been demonstrated that increasing Ca concentrations from 0.1 to 10 mM increased the zeta-

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potential of topsoil colloids from -25 to -5 mV, meaning that colloids tend to coagulate or

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flocculate at high Ca levels48. In the HTL soil (low Ca) in which the exceptionally larger toxicity

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of NP was found (free ion activity based, Figure 3), it is expected that colloids are smallest

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potentially explaining the additional toxicity to plants other than the released ions. The majority

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of CuO-NPs (original size < 50 nm) was reported to form large aggregates (> 450 nm) in ISO

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test media49. It has also been reported that bacteria are largely protected against NP entry (no

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transport mechanisms for supramolecular and colloidal particles)46. For example, only < 5 nm

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quantum dots entered the bacterial cells, probably by light-aided oxidative damage of the cell

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membrane50. In our study, the presence of complex soil solution constituents may have

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accelerated the processes of aggregation/agglomeration of NPs. As a result, only the released

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ions were available for uptake and subsequently inducing the toxicity.

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Previously, bioavailability has been successfully used to account for the observed variations

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in interaction patterns and toxicity of a binary mixture (Cu-Zn) across different soils32. In the

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present study, the observed differences in toxicity between forms of Cu were mainly explained

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by differences in solubility. By disentangling the effects of dissolution of NPs and incorporating

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the bioavailability into toxicity assessment, the source and aging specific toxicity reduced. Upon

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even only three months of aging, it appeared that soil properties were by far more important

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factors determining the toxicity (total soil based) than the source of Cu. Our results embrace the

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argument that the nanospecific properties may be less important in inducing toxicity than the

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actual exposure dose and environmental conditions51. This also suggests that risk assessment of

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metal-containing NPs can be conducted based on existing concepts of the metal risk assessment

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in soil.

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Taken together, we found that ultrafiltration was an effective way of separating truly

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dissolved Cu from single nanoparticles and their aggregates in the soil porewater. The toxicity of

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CuO-NPs differed from CuO-BPs and Cu(OAc)2 when soil total Cu concentration was used as

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the dose. Upon aging, toxicity increased for CuO-NPs and CuO-BPs but decreased for Cu(OAc)2.

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The phytotoxicity of CuO nanoparticles was lower than that of Cu2+ salt and was equal (or

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sometimes somewhat larger) than bulk CuO. These differences were reduced when

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bioavailability factors were considered. This suggests the principal mechanism of NPs toxicity in

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soil was dissolution of metal oxides into a metal ion form, not a direct effect of particles acting

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on plant. We cannot exclude that NPs may play an unique role in inducing toxicity via intact

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uptake (including xylem- and phloem-based transport, etc.)8, 11, but speculate that these processes

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and related nanospecific effects are likely to be more evident in aquatic system. In our study, soil

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factors showed to be more potent than Cu sources for toxicity. A larger toxicity of soil solution

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Cu2+ ion activity in the presences of CuO NPs as a source compared to its absence was found in

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only 1 of 12 cases. Hence, the evidence for toxicity of colloidal Cu in a CuO-NP amended soil is

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exceptional and, at most, transient. The developed bioavailability-based model, i.e., the free ion

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effective dose model, can be used to predict and reconcile toxicity of different forms of Cu in the

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investigated soils. Our findings suggest that research efforts towards incorporating

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bioavailability into toxicity predictions are more valuable than putting the emphasis on

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reassessing toxicity of metal-containing NPs separately from toxicity of other forms present in

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soil.

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ASSOCIATED CONTENT

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Supporting Information

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The Supporting Information is available free of charge on the ACS Publications website. Tables

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showing the physicochemical properties of the selected soils, total concentrations of Cu in

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different soil treatments, root Cu uptake, and Cu recovery in different solutions after

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ultrafiltration.

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AUTHOR INFORMATION

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Corresponding Author

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*

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Notes

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The authors declare no competing financial interest.

E-mail: [email protected] (Hao Qiu)

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ACKNOWLEDGEMENTS

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This study was supported by the National Natural Science Foundation of China (project No.

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41701571). H.Q. received a mobility grant from the Belgian Federal Science Policy Office

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(project No. 3E150127).

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12. Yuan, J.; He, A.; Huang, S.; Hua, J.; Sheng, G. D., Internalization and Phytotoxic Effects of CuO Nanoparticles in Arabidopsis thaliana as Revealed by Fatty Acid Profiles. Environ Sci Technol 2016, 50, (19), 10437-10447. 13. Batley, G. E.; Kirby, J. K.; McLaughlin, M. J., Fate and risks of nanomaterials in aquatic and terrestrial environments. Accounts Chem Res 2013, 46, (3), 854-62. 14. Miao, A. J.; Zhang, X. Y.; Luo, Z.; Chen, C. S.; Chin, W. C.; Santschi, P. H.; Quigg, A., Zinc oxide-engineered nanoparticles: dissolution and toxicity to marine phytoplankton. Environ Toxicol Chem 2010, 29, (12), 2814-22. 15. Xiao, Y. L.; Vijver, M. G.; Chen, G. C.; Peijnenburg, W. J. G. M., Toxicity and Accumulation of Cu and ZnO Nanoparticles in Daphnia magna. Environ Sci Technol 2015, 49, (7), 4657-4664. 16. Li, L.; Wu, H.; Peijnenburg, W. J.; van Gestel, C. A., Both released silver ions and particulate Ag contribute to the toxicity of AgNPs to earthworm Eisenia fetida. Nanotoxicology 2015, 9, (6), 792-801. 17. McShane, H. V.; Sunahara, G. I.; Whalen, J. K.; Hendershot, W. H., Differences in soil solution chemistry between soils amended with nanosized CuO or Cu reference materials: implications for nanotoxicity tests. Environ Sci Technol 2014, 48, (14), 8135-42. 18. Cornelis, G.; Ryan, B.; McLaughlin, M. J.; Kirby, J. K.; Beak, D.; Chittleborough, D., Solubility and batch retention of CeO2 nanoparticles in soils. Environ Sci Technol 2011, 45, (7), 2777-82. 19. Hoppe, M.; Mikutta, R.; Utermann, J.; Duijnisveld, W.; Guggenberger, G., Retention of sterically and electrosterically stabilized silver nanoparticles in soils. Environ Sci Technol 2014, 48, (21), 12628-35. 20. Amorim, M. J.; Scott-Fordsmand, J. J., Toxicity of copper nanoparticles and CuCl2 salt to Enchytraeus albidus worms: survival, reproduction and avoidance responses. Environ Pollut 2012, 164, 164-8. 21. Kool, P. L.; Ortiz, M. D.; van Gestel, C. A., Chronic toxicity of ZnO nanoparticles, nonnano ZnO and ZnCl2 to Folsomia candida (Collembola) in relation to bioavailability in soil. Environ Pollut 2011, 159, (10), 2713-9. 22. Waalewijn-Kool, P. L.; Klein, K.; Fornies, R. M.; van Gestel, C. A. M., Bioaccumulation and toxicity of silver nanoparticles and silver nitrate to the soil arthropod Folsomia candida. Ecotoxicology 2014, 23, (9), 1629-37. 23. Qiu, H.; Vijver, M. G.; He, E.; Peijnenburg, W. J., Predicting copper toxicity to different earthworm species using a multicomponent Freundlich model. Environ Sci Technol 2013, 47, (9), 4796-803. 24. Thakali, S.; Allen, H. E.; Di Toro, D. M.; Ponizovsky, A. A.; Rooney, C. P.; Zhao, F. J.; McGrath, S. P., A terrestrial biotic ligand model. 1. Development and application to Cu and Ni toxicities to barley root elongation in soils. Environ Sci Technol 2006, 40, (22), 7085-93. 25. Rousk, J.; Ackermann, K.; Curling, S. F.; Jones, D. L., Comparative toxicity of nanoparticulate CuO and ZnO to soil bacterial communities. PLoS One 2012, 7, (3), e34197. 26. Khan, F. R.; Paul, K. B.; Dybowska, A. D.; Valsami-Jones, E.; Lead, J. R.; Stone, V.; Fernandes, T. F., Accumulation dynamics and acute toxicity of silver nanoparticles to Daphnia magna and Lumbriculus variegatus: implications for metal modeling approaches. Environ Sci Technol 2015, 49, (7), 4389-97.

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27. Wang, P.; Menzies, N. W.; Lombi, E.; McKenna, B. A.; Johannessen, B.; Glover, C. J.; Kappen, P.; Kopittke, P. M., Fate of ZnO nanoparticles in soils and cowpea (Vigna unguiculata). Environ Sci Technol 2013, 47, (23), 13822-30. 28. Tourinho, P. S.; Waalewijn-Kool, P. L.; Zantkuijl, I.; Jurkschat, K.; Svendsen, C.; Soares, A. M.; Loureiro, S.; van Gestel, C. A., CeO2 nanoparticles induce no changes in phenanthrene toxicity to the soil organisms Porcellionides pruinosus and Folsomia candida. Ecotoxicol Environ Saf 2015, 113, 201-6. 29. Diez-Ortiz, M.; Lahive, E.; George, S.; Ter Schure, A.; Van Gestel, C. A.; Jurkschat, K.; Svendsen, C.; Spurgeon, D. J., Short-term soil bioassays may not reveal the full toxicity potential for nanomaterials; bioavailability and toxicity of silver ions (AgNO3) and silver nanoparticles to earthworm Eisenia fetida in long-term aged soils. Environ Pollut 2015, 203, 191-8. 30. Moschini, E.; Gualtieri, M.; Colombo, M.; Fascio, U.; Camatini, M.; Mantecca, P., The modality of cell-particle interactions drives the toxicity of nanosized CuO and TiO(2) in human alveolar epithelial cells. Toxicol Lett 2013, 222, (2), 102-16. 31. Ruyters, S.; Mertens, J.; Vassilieva, E.; Dehandschutter, B.; Poffijn, A.; Smolders, E., The red mud accident in ajka (hungary): plant toxicity and trace metal bioavailability in red mud contaminated soil. Environ Sci Technol 2011, 45, (4), 1616-22. 32. Qiu, H.; Versieren, L.; Rangel, G. G.; Smolders, E., Interactions and Toxicity of Cu-Zn mixtures to Hordeum vulgare in Different Soils Can Be Rationalized with Bioavailability-Based Prediction Models. Environ Sci Technol 2016, 50, (2), 1014-1022. 33. Tipping, E.; Lofts, S.; Sonke, J. E., Humic Ion-Binding Model VII: a revised parameterisation of cation-binding by humic substances. Environ Chem 2011, 8, (3), 225-235. 34. Tipping, E.; Rieuwerts, J.; Pan, G.; Ashmore, M. R.; Lofts, S.; Hill, M. T.; Farago, M. E.; Thornton, I., The solid-solution partitioning of heavy metals (Cu, Zn, Cd, Pb) in upland soils of England and Wales. Environ Pollut 2003, 125, (2), 213-25. 35. Rooney, C. P.; Zhao, F. J.; McGrath, S. P., Soil factors controlling the expression of copper toxicity to plants in a wide range of European soils. Environ Toxicol Chem 2006, 25, (3), 726-32. 36. Waalewijn-Kool, P. L.; Ortiz, M. D.; Lofts, S.; van Gestel, C. A., The effect of pH on the toxicity of zinc oxide nanoparticles to Folsomia candida in amended field soil. Environ Toxicol Chem 2013, 32, (10), 2349-55. 37. Borm, P.; Klaessig, F. C.; Landry, T. D.; Moudgil, B.; Pauluhn, J.; Thomas, K.; Trottier, R.; Wood, S., Research strategies for safety evaluation of nanomaterials, part V: role of dissolution in biological fate and effects of nanoscale particles. Toxicological sciences : an official journal of the Society of Toxicology 2006, 90, (1), 23-32. 38. Romero-Freire, A.; Lofts, S.; Martin Peinado, F. J.; van Gestel, C. A., Effects of aging and soil properties on zinc oxide nanoparticle availability and its ecotoxicological effects to the earthworm Eisenia andrei. Environ Toxicol Chem 2017, 36, (1), 137-146. 39. Oorts, K.; Ghesquiere, U.; Smolders, E., Leaching and aging decrease nickel toxicity to soil microbial processes in soils freshly spiked with nickel chloride. Environ Toxicol Chem 2007, 26, (6), 1130-8. 40. Smolders, E.; Oorts, K.; Van Sprang, P.; Schoeters, I.; Janssen, C. R.; McGrath, S. P.; McLaughlin, M. J., Toxicity of trace metals in soil as affected by soil type and aging after contamination: using calibrated bioavailability models to set ecological soil standards. Environ Toxicol Chem 2009, 28, (8), 1633-42.

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41. Klitzke, S.; Metreveli, G.; Peters, A.; Schaumann, G. E.; Lang, F., The fate of silver nanoparticles in soil solution--Sorption of solutes and aggregation. Sci Total Environ 2015, 535, 54-60. 42. Waalewijn-Kool, P. L.; Diez Ortiz, M.; van Straalen, N. M.; van Gestel, C. A. M., Sorption, dissolution and pH determine the long-term equilibration and toxicity of coated and uncoated ZnO nanoparticles in soil. Environ Pollut 2013, 178, 59-64. 43. Lofts, S.; Criel, P.; Janssen, C. R.; Lock, K.; McGrath, S. P.; Oorts, K.; Rooney, C. P.; Smolders, E.; Spurgeon, D. J.; Svendsen, C.; Van Eeckhout, H.; Zhao, F. Z., Modelling the effects of copper on soil organisms and processes using the free ion approach: towards a multispecies toxicity model. Environ Pollut 2013, 178, (0), 244-53. 44. Niyogi, S.; Wood, C. M., Biotic ligand model, a flexible tool for developing site-specific water quality guidelines for metals. Environ Sci Technol 2004, 38, (23), 6177-92. 45. Hamels, F.; Maleve, J.; Sonnet, P.; Kleja, D. B.; Smolders, E., Phytotoxicity of trace metals in spiked and field-contaminated soils: Linking soil-extractable metals with toxicity. Environ Toxicol Chem 2014, 33, (11), 2479-87. 46. Heinlaan, M.; Ivask, A.; Blinova, I.; Dubourguier, H. C.; Kahru, A., Toxicity of nanosized and bulk ZnO, CuO and TiO2 to bacteria Vibrio fischeri and crustaceans Daphnia magna and Thamnocephalus platyurus. Chemosphere 2008, 71, (7), 1308-16. 47. Mudunkotuwa, I. A.; Pettibone, J. M.; Grassian, V. H., Environmental implications of nanoparticle aging in the processing and fate of copper-based nanomaterials. Environ Sci Technol 2012, 46, (13), 7001-10. 48. Sequaris, J. M., Modeling the effects of Ca2+ and clay-associated organic carbon on the stability of colloids from topsoils. J Colloid Interface Sci 2010, 343, (2), 408-14. 49. Adam, N.; Vakurov, A.; Knapen, D.; Blust, R., The chronic toxicity of CuO nanoparticles and copper salt to Daphnia magna. J Hazard Mater 2015, 283, 416-22. 50. Kloepfer, J. A.; Mielke, R. E.; Nadeau, J. L., Uptake of CdSe and CdSe/ZnS quantum dots into bacteria via purine-dependent mechanisms. Appl Environ Microbiol 2005, 71, (5), 2548-57. 51. Dimkpa, C. O.; Bindraban, P. S., Nanofertilizers: New Products for the Industry? J Agr Food Chem 2017.

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Figures and Tables

100

50

HTL SOIL 0

1000

1500

200

100

0

2000

HTH SOIL 0

Total Cu (mg/kg)

Truly dissolved Cu (µM)

(B) 100

CuO-NPs_fresh CuO-BPs_fresh Cu(OAc)2_fresh

80

(D) 20

CuO-NPs_aged CuO-BPs_aged Cu(OAc)2_aged

60 40 20

HTL SOIL

0 0

500

1000

1500

CuO-NPs_fresh CuO-BPs_fresh Cu(OAc)2_fresh

CuO-NPs_fresh CuO-BPs_fresh Cu(OAc)2_fresh

200

100

RHY SOIL 0

2000

4000

6000

Truly dissolved Cu (µM)

CuO-NPs_fresh CuO-BPs_fresh Cu(OAc)2_fresh

8000

CuO-NPs_fresh CuO-BPs_fresh Cu(OAc)2_fresh

40 20

RHY SOIL 4000

6000

8000

Total Cu (mg/kg)

4000

6000

4000

10000

CuO-NPs_fresh CuO-BPs_fresh Cu(OAc)2_fresh

6000

8000

KOV SOIL

0 0

TMK SOIL 6000

3000

4000

5000

CuO-NPs_fresh

CuO-NPs_aged

Cu(OAc)2_fresh

Cu(OAc)2_aged

30 20 10

ZEG SOIL

0 0

50

5

4000

2000

40

(L) 60

10

2000

1000

2000

4000

6000

8000

10000

Total Cu (mg/kg)

15

0

CuO-NPs_aged CuO-BPs_aged Cu(OAc)2_aged

20

10000

CuO-NPs_aged CuO-BPs_aged Cu(OAc)2_aged

0

8000

40

50

TMK SOIL 2000

6000

60

(K) 60

5

0

4000

Total Cu (mg/kg)

CuO-NPs_aged CuO-BPs_aged Cu(OAc)2_aged

0

2000

CuO-NPs_fresh CuO-BPs_fresh Cu(OAc)2_fresh

80

8000

10

(J) 20

60

2000

0

Total Cu (mg/kg)

80

0

2000

15

10000

CuO-NPs_aged CuO-BPs_aged Cu(OAc)2_aged

0

KOV SOIL

0

(F) 100

CuO-NPs_aged CuO-BPs_aged Cu(OAc)2_aged

HTH SOIL

Total Cu (mg/kg)

(H) 100

20

Total Cu (mg/kg)

0

(I) 20

300

565

40

8000

5

0

CuO-NPs_aged CuO-BPs_aged Cu(OAc)2_aged

60

Total Cu (mg/kg)

CuO-NPs_aged CuO-BPs_aged Cu(OAc)2_aged

0

6000

10

2000

Total dissolved Cu (µM)

Total dissolved Cu (µM)

(G) 400

4000

15

Total Cu (mg/kg)

564

2000

CuO-NPs_fresh CuO-BPs_fresh Cu(OAc)2_fresh

80

Total Cu (mg/kg)

Truly dissolved Cu (µM)

563

566

500

300

Truly dissolved Cu (µM)

0

(E) 100

CuO-NPs_aged CuO-BPs_aged Cu(OAc)2_aged

Total dissolved Cu (µM)

150

CuO-NPs_fresh CuO-BPs_fresh Cu(OAc)2_fresh

Total dissolved Cu (µM)

200

(C) 400

CuO-NPs_aged CuO-BPs_aged Cu(OAc)2_aged

8000

10000

Total Cu (mg/kg)

Truly dissolved Cu (µM)

CuO-NPs_fresh CuO-BPs_fresh Cu(OAc)2_fresh

Total dissolved Cu (µM)

Total dissolved Cu (µM)

(A) 250

Truly dissolved Cu (µM)

562

Environmental Science & Technology

CuO-NPs_fresh

CuO-NPs_aged

Cu(OAc)2_fresh

Cu(OAc)2_aged

40 30 20 10

ZEG SOIL

0 0

2000

4000

6000

8000

10000

Total Cu (mg/kg)

567

Figure 1. Total dissolved (