Scholarly article on topic 'Phosphorus Availability Alters the Effects of Silver Nanoparticles on Periphyton Growth and Stoichiometry'

Phosphorus Availability Alters the Effects of Silver Nanoparticles on Periphyton Growth and Stoichiometry Academic research paper on "Environmental engineering"

CC BY
0
0
Share paper
Academic journal
PLoS ONE
OECD Field of science
Keywords
{""}

Academic research paper on topic "Phosphorus Availability Alters the Effects of Silver Nanoparticles on Periphyton Growth and Stoichiometry"

(S'PLOS I one

CrossMark

click for updates

fi OPEN ACCESS

Citation: Norman BC, Xenopoulos MA, Braun D, Frost PC (2015) Phosphorus Availability Alters the Effects of Silver Nanoparticles on Periphyton Growth and Stoichiometry. PLoS ONE 10(6): e0129328. doi:10.1371/journal.pone.0129328

Academic Editor: Amitava Mukherjee, VIT University, INDIA

Received: January 20, 2015

Accepted: May 7, 2015

Published: June 15,2015

Copyright: © 2015 Norman et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Data Availability Statement: All relevant data are within the paper and its Supporting Information files.

Funding: This work was funded by the Natural Sciences and Engineering Research Council of Canada via a Strategic Grant as well as the Environment Canada Youth Internship Science Horizon Program. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Competing Interests: The authors have declared that no competing interests exist.

RESEARCH ARTICLE

Phosphorus Availability Alters the Effects of Silver Nanoparticles on Periphyton Growth and Stoichiometry

Beth C. Norman*", Marguerite A. Xenopoulos, Daniel Braun, Paul C. Frost

Department of Biology, Trent University, Peterborough, Ontario, Canada

a Current address: Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, Michigan, United States of America * bcheever@msu.edu

Abstract

Exposure to silver nanoparticles (AgNPs) may alter the structure and function of freshwater ecosystems. However, there remains a paucity of studies investigating the effects of AgNP exposure on freshwater communities in the natural environment where interactions with the ambient environment may modify AgNP toxicity. We used nutrient diffusing substrates to determine the interactive effects of AgNP exposure and phosphorus (P) enrichment on natural assemblages of periphyton in three Canadian Shield lakes. The lakes were all phosphorus poor and spanned a gradient of dissolved organic carbon availability. Ag slowly accumulated in the exposed periphyton, which decreased periphyton carbon and chlorophyll a content and increased periphyton C:P and N:P in the carbon rich lakes. We found significant interactions between AgNP and P treatments on periphyton carbon, autotroph standing crop and periphyton stoichiometry in the carbon poor lake such that P enhanced the negative effects of AgNPs on chlorophyll a and lessened the impact of AgNP exposure on periphyton stoichiometry. Our results contrast with those of other studies demonstrating that P addition decreases metal toxicity for phytoplankton, suggesting that benthic and pelagic primary producers may react differently to AgNP exposure and highlighting the importance of in situ assays when assessing potential effects of AgNPs in fresh waters.

Introduction

Nanotechnology is a growing and increasingly pervasive industry. The use of silver nanoparti-cles (AgNPs) is particularly prevalent due to their antimicrobial properties. These antimicrobial properties result partly from the release of ionic silver from the particulate form [1] and partly from interactions of the nanoparticles with cellular membranes and internal cellular structures [2]. Given the growing use of AgNPs in consumer products and the probability of their release into the environment [3], there continues to be a need to understand their effects on organisms and ecological interactions.

AgNPs leached from consumer products can enter freshwaters via several pathways, including treated or untreated waste water discharge and runoff from terrestrial applications of waste water treatment sludge [4]. Under laboratory conditions, AgNP exposure can depress the abundance and growth of heterotrophic microbes [5,6] and algae [7]. AgNPs also appear to affect microbe-driven processes such as primary production [1], enzyme activity [8,9], ammonia oxidation [10,11] and organic matter decomposition [12]. Significant changes in these microbial processes resulting from AgNP exposure could have far-reaching consequences for aquatic ecosystems including altered community composition [9], ecosystem metabolism [13] and nutrient cycling [14].

A full assessment of the consequences of AgNP exposure for aquatic ecosystems will need to include the complex ecological and physico-chemical context of natural environments. This realism is lacking in laboratory-scale studies where single species are often exposed to AgNPs under controlled and simplified environmental conditions. One important aspect of the environmental template in aquatic ecosystems is the supply of limiting nutrients such as nitrogen (N) and phosphorus (P). Increased supplies of N or P can affect community and elemental composition of primary producers [15,16], trophic dynamics [17], and ecosystem function [18,19]. Nutrient availability can also modify the uptake and toxicity of dissolved metals for freshwater organisms. For example, Riedel and Sanders [20] found that the increased phyto-plankton biomass resulting from nutrient addition led to greater uptake of cadmium, nickel, and zinc from the water column in estuaries. Phosphorus-rich algae may be less susceptible to metal toxicity due to metal sequestration by intracellular polyphosphates ([21] and citations within). Although relatively few studies have investigated the influence of eutrophication on AgNP toxicity, it appears that increased levels of nutrient availability may lessen the negative effects of AgNP exposure on aquatic bacterial [22], algal [23], zooplankton [24] and fungal communities [25]. Environmental phosphate may also serve as a natural ligand for silver ions released from AgNPs and further reduce an organism's toxic response [22,24].

In aquatic ecosystems, AgNPs are likely to aggregate and settle out of the water column [26], perhaps disproportionally increasing exposure to benthic organisms. Despite this, most studies have focused on planktonic or otherwise open water organisms. Here, we investigated the interacting effects of AgNP exposure and P availability on lentic periphyton. We used diffusing substrates to expose periphyton to AgNPs under increasing levels of P enrichment. These assays have been recommended for improving our understanding of the effects of novel contaminants [27]. We measured the main and interactive effects of AgNP exposure and P availability on periphyton biomass and stoichiometry to determine how the nutritional context would affect the toxicity of this emerging contaminant under natural lake environmental conditions.

Materials and Methods

Study sites

We completed our experiments at the Experimental Lakes Area (ELA) in northwestern Ontario, Canada (access to site granted by the Ontario Ministry of Natural Resources and Forestry). We placed nutrient diffusing substrates [28] in three separate lakes (L224, L239, and L222) in the summer of 2012. The chemical and physical characteristics of the lakes, including temperature, light penetration, dissolved organic carbon (DOC), total dissolved nitrogen (TDN), and total dissolved phosphorus (TDP) were measured every three weeks during the summer of 2012 (end of May-middle of Aug). These lakes span a gradient of DOC availability with lowest values (~4 mg C/L) in L224 and the highest values (~10.5 mg C/L) in L222 (Table 1). All three lakes are relatively phosphorus poor as is typical for lakes in this region [15,29].

Table 1. Mean nutrient content, light extinction coefficients, and daily temperature (standard deviation) measured periodically June-August 2012.

Lake DOC (mg/L) TDN (ng/L) TDP (ng/L) Light extinction Temperature (°C)

coefficient (/m)

L224 4.21 (0.44) 195.07 (13.13) 6.10 (1.02) 0.254 (0.063) 22.5 (2.15)

L239 8.56 (2.37) 206.20 (18.59) 7.28 (2.82) 0.627 (0.106) 22.3 (2.20)

L222 10.47 (0.57) 356.18 (38.99) 7.04 (1.21) 0.810 (0.158) 23.3 (2.18)

Nutrient samples and light profile data were collected from the epilimnion at the deepest part of the lake (n = 5). Temperature was recorded every 30 min at 1 m depth for L222 and L224 and every hour at the surface for L239 using data loggers.

doi:10.1371/journal.pone.0129328.t001

Experimental design

We used nutrient diffusing substrates to grow periphyton that was exposed to different AgNP and P environments. We had three levels of each factor (AgNPs and P), which created nine treatment combinations. We built three replicate substrates for each combination per lake. Substrates were placed into lakes for about 1 month (17 July-12,13,14 Aug 2012) at a depth of approximately 0.5 m.

Substrates consisted of unglazed, terra cotta clay pots filled with 5% agar solutions amended with 0.035 M total N (added as NH4NO3) to prevent N limitation. To manipulate the P environment, we added KH2PO4 to the agar to achieve the following PO4-P concentrations: 0 mM (No-P), 0.5 mM (Low-P), and 5 mM (High-P). This high concentration of P was chosen as it was previously found to greatly reduce P-limitation of periphyton in these lakes [15]. To manipulate AgNP exposure, we added spherical AgNPs capped with polyvinylpyrollidone (PVP) to create the following Ag concentrations: 0 mg/L (No-Ag), 3 mg/L (Low-Ag), and 12 mg/L (High-Ag). Although these silver concentrations are greater than those predicted for surface waters [30], we assumed that ionic or particulate silver would slowly diffuse through the clay [27], exposing periphyton to lower AgNP doses than what we added to the agar. In addition, benthic environments are likely to experience higher concentrations of AgNPs due to sedimentation [31]. After agar solutions were poured into each substrate and allowed to set, petri plates were sealed over the pot openings with non-toxic silicon, and the substrates were attached to wire baskets. Baskets were placed in each lake so that the substrates were approximately 0.5 m deep.

AgNP Characterization

The AgNP solution used was manufactured by NanoComposix (San Diego, CA) with a nominal concentration of 1 mg Ag/mL suspended in Milli-Q water. Nanoparticles were spherically shaped with an average diameter of 50 nm. Upon receipt (June 2012), the average hydrody-namic diameter of the particles was confirmed as 56.3 using dynamic light scattering (DLS) and the stock solution concentration was measured as 0.96 mg Ag/mL using inductively coupled plasma mass spectrometry (ICP-MS) following an acid digestion [26]. The stock solution contained a small percentage (<3%) of dissolved ionic silver [26].

We used the same AgNP stock solution in concurrent in situ experiments in L239 and extensively characterized its fate and behavior in the water. These AgNPs have a relatively long residence time in L239 water (half life ~20 d), following an initial period of rapid dissipation, and form hetero-agglomerates in the L239 matrix [26]. Very little ionic Ag was detected in L239 water [26], and MINEQL+ modelling suggests that most Ag+ would complex with dissolved organic matter (unpublished data) in this humic-rich lake.

Periphyton collection and analysis

On the day of sampling, we carefully removed each substrate from the baskets and gently scrubbed them with a soft-bristled toothbrush. We rinsed all material from each substrate into individual plastic dishes with lake water. These periphyton slurries were returned to the lab in sealed plastic bags that were held in the dark. We gently homogenized each sample with one or two pulses of a blender (set to low) prior to subsampling.

We filtered two subsamples of the resulting slurry onto 0.7 |am glass fiber filters (Whatman GF/F) for subsequent measurement of chlorophyll a (Chl-a). Filters were kept frozen in the dark until they were analyzed using a cold ethanol extraction [32] and Chl-a content was quantified using a fluorometer (Varian Cary Eclipse). Additional slurry subsamples were filtered onto ashed 0.7 |am glass fiber filters (Whatman GF/F) and dried at 60°C for elemental analysis. On two of the filters, we measured periphyton C and N content using a CN analyzer (Vario EL, Elementar). P content was determined from the remaining two filters via the molybdate-blue colormetric method and spectrophotometry (UV-Visible Spectrophotometer, 50 Bio) following an alkaline persulfate digestion [33].

A final slurry subsample was filtered onto a 0.8 |am polycarbonate membrane. Membranes were preserved in 4% nitric acid and digested on a heat block at 70°C for 2 hours. Filters were removed and the solutions were re-filtered and analyzed for Ag content using ICP-MS (Thermo Scientific, model X Series 2, Nepean, ON, Canada). Standard solutions were prepared from a stock solution of 1000 mg Ag/L in 2% nitric acid and Milli-Q water. The quadrupole was operated in peak hopping scan mode monitoring 107Ag with an internal standard of indium (115In) in dwell time of 10 s [23]. Ag values that were below detection (<0.006 |ig/L) were replaced with a zero value to calculate mean periphyton Ag content.

Statistical analysis

Differences among treatments with in each lake were determined using 2-way analysis of variance (ANOVA). When there was a significant P* Ag interaction, Tukey post-hoc comparisons were used to determine pairwise differences among AgNP treatments within the same P treatment. All p-values presented in the text were generated from these pairwise comparisons while the main and interactive effects are shown in figure panels. All ANOVA response variables, with the exception of periphyton Chl-a content, were natural logarithm-transformed to meet assumptions of homoscedasticity. Two-tailed t-tests were used to evaluate differences between mean Chl-a content of periphyton collected from Low-Ag and High-Ag substrates within the same P treatment. All statistical analyses were performed using SigmaPlot with SigmaStat integration (v. 12.0).

Results

Periphyton Ag content increased with greater Ag concentrations in the agar (with the exception of L222; Table 2), although differences among Ag treatments within the same lake were generally not significant. However, we found low levels of Ag even on No-Ag substrates and there was some variation in Ag content even among substrates in the same treatment (Table 2). All values were especially low (total Ag ~1-100 ng on entire substrate) given the substantial quantity (total Ag ~2.0 mg in the High Ag treatment) of AgNPs added to the agar at the beginning of the experiment. More Ag also appeared to accumulate on substrates incubated in L222 than L239 or L224 at all levels of AgNP exposure.

AgNP exposure had significant effects on periphyton biomass and autotroph standing crop in L224 but these effects were different depending on the level of P enrichment (Fig 1a and 1d). Under No-P and Low-P conditions in this lake, periphyton C and Chl-a were similar among

Table 2. Mean (range) Ag content (ng Ag/cm2) of periphyton collected from all three lakes.

L224 L239 L222

No Ag 0.012a (0.005-0.020) 0.035a (0.016-0.054) 0.209a (0.079-0.435)

Low Ag 0.350a (0.080-0.817) 0.114a (0.037-0.167) 0.804a (0.308-1.226)

High Ag 0.731a (0.022-2.138) 3.95a (0.030-7.870) 1.59a (0.0923-0.773)

No Ag 0.020a (bd-0.040) 0.014a (bd-0.024) 0.206a (0.066-0.449)

Low Ag 0.159a (bd-0.391) 0.067a (0.013-0.157) 7.01b (0.105-12.644)

High Ag 0.179a (0.017-0.469) 0.290a (0.090-0.581) 0.337a (0.092-0.773)

No Ag 0.033a (bd-0.059) 0a (bd) 0.109a (0.035-0.182)

Low Ag 0.274a (0.016-0.549) 0.013a (bd-0.025) 1.85a (0.258-4.753)

High Ag 0.371a (0.122-0.499) 0.038a (bd-0.076) 0.874a (0.285-1.613)

Values are averages of three replicate substrates. bd indicates Ag measurements that were below detection. Means within the same lake with different lowercase letters are significantly different (p < 0.05).

doi:10.1371/journal.pone.0129328.t002

Fig 1. Periphyton C, Chl-a and autotrophic index from all three lakes. Bars are means of three substrates with standard error whiskers. p values for main and interactive effects (2-way ANOVA) are presented in each panel. For variables with a significant P*Ag interaction, different capital letters indicate significantly different means among AgNP treatments within the same P treatment as determined by Tukey pairwise comparisons.

doi:10.1371/journal.pone.0129328.g001

all AgNP treatments. However, under High-P conditions, periphyton C on substrates with added AgNPs was 70-40% of that in periphyton from the No-Ag substrates (Tukey pairwise comparison,p < 0.001). Strikingly, Chl-a concentrations on the Low-Ag and High-Ag substrates were < 50% and < 10% that of the No-Ag substrates, respectively (Tukey pairwise comparison, p < 0.006). In L239 and L222, both C content and autotroph standing crop was lower on substrates exposed to AgNPs. Phosphorus addition generally appeared to enhance these effects in these lakes, although not significantly so (Fig 1b, 1c, 1e and 1f).

The effect of AgNP exposure on C:Chl-a ratios in the periphyton depended on the level of P enrichment for L224 and L222. AgNP exposure significantly increased the C:Chl-a under High-P conditions but had no effect on C:Chl-a under No-P or Low-P conditions in both lakes (Fig and 1i). In L239, the C:Chl-a of periphyton collected from substrates with AgNPs added was greater than those without AgNPs under all P conditions (Fig 1h).

We calculated the total periphyton Ag load derived from our AgNP treatments by subtracting the Ag content of periphyton collected from No-Ag substrates from the Ag content of pe-riphyton collected from Low-Ag and High-Ag substrates with in the same P treatments for each lake. Periphyton Chl-a generally declined with greater Ag content in L224 (Fig 2a), although this difference was only significant under High-P conditions (t-test, p = 0.017). A similar pattern was found in L239 (Fig 2b), although again, differences in periphyton Chl-a content were only significant under conditions of P enrichment (t-test, p < 0.031). Results from L222 were difficult to interpret because the background-corrected Ag load in periphyton from Low-Ag substrates was greater than High-Ag substrates in both the Low-P and High-P treatments (Fig 2c).

AgNP exposure also affected periphyton stoichiometry (Fig 3). In L224, these effects depended on the level of P enrichment. In the absence of P enrichment, periphyton C:P was greater on both Low-Ag and High-Ag substrates. P enrichment dampened this effect. Periphy-ton C:P was similar among AgNP treatments under Low-P conditions and only the High-Ag treatment influenced periphyton C:P under the High-P conditions (Fig 3a). N:P of periphyton

Fig 2. Relationship between background-corrected periphyton Ag and Chl-a. Background-corrected periphyton Ag was calculated as Ag content in treatments with AgNPs added—Ag in No-Ag treatment from the same P treatments in L224 (a), L239 (b), and L222 (c). Different symbols represent P treatments with Low-Ag treatments shown as filled symbols and High-Ag treatments shown as shaded symbols. Asterisks indicate low Low-Ag treatments that are significantly different than the corresponding High-Ag treatments with in the same P treatment. Error bars around symbols are standard deviations. Note the log scale for the x-axes.

doi:10.1371/journal.pone.0129328.g002

collected from L224 decreased in response to P enrichment and increased in response to AgNP exposure, but there was no significant interaction between the two main effects (Fig 3d).

In L239, periphyton collected from substrates with added P were more P-rich, as reflected in decreased C:P and N:P, regardless of AgNP exposure. Neither ratio responded to AgNP exposure in this lake (Fig 3b and3e). In L222, however, AgNP exposure increased both C:P and N:P of the periphyton (Fig 3c and 3f). P enrichment resulted in periphyton with decreased C:P and N:P ratios in this lake, but there were no interactive effects between P enrichment and AgNP exposure. There were no significant interactive or main effects on periphyton C:N in any of the three lakes (Fig 3g-3i).

Discussion

The Ag content of the periphyton generally increased along our AgNP treatment gradient, although there was considerable variation among replicates in all of the lakes. A very small

Fig 3. Periphyton stoichiometry from all three lakes. Bars are means of three substrates with standard deviation whiskers. P values for main and interactive effects (2-wayANOVA)are presented in each panel. For variables with a significant P*Ag interaction, different capital letters indicate significantly different means among AgNP treatments within the same P treatment as determined by Tukey pairwise comparisons.

doi:10.1371/journal.pone.0129328.g003

quantity of Ag was detected in periphyton collected from No-Ag substrates. This may have been due to leaching from nearby substrates, Ag transfer by macroinvertebrates, or background Ag levels in the lakes. The higher Ag values recorded in periphyton from No-Ag substrates in L222 may have resulted from contamination during sample collection and processing. The use of clay pots as diffusing substrates may have contributed to the low and variable Ag content in the periphyton by interfering with AgNP and Ag+ transport. Although the movement of nano-particles in soils has yet to receive thorough examination [34], soils with high clay content have been shown to be more retentive of AgNPs compared to sandy soils [35]. Clay content can also affect ionic Ag retention in soils [36]. The low amounts of Ag found in the periphyton in this study (usually < 1 ng cm-2) may indicate that much of the Ag that we added was retained by the clay pots in either particulate or ionic form. However, the fact that we saw significant Ag effects for periphyton growth and stoichiometry suggests that our treatments were effective and that even low doses of Ag exposure may be toxic to periphyton growth.

AgNP exposure reduced autotroph standing crop in our experiment. This finding agrees with studies showing that AgNPs decrease algal growth and primary production in laboratory monocultures [1,37,38,39,40] and natural phytoplankton assemblages [23]. Depending on AgNP behavior with in the agar and diffusion across the clay surface, periphyton in our study could have been exposed to nanoparticulate Ag, ionic Ag, or a mixture of both species. Therefore, in the context of our study, AgNP toxicity refers to the negative effects produced by our AgNP addition treatments instead of direct interactions between AgNPs and biota. The release of ionic Ag from AgNPs is an important mechanism for AgNP toxicity [1,41]. Ionic Ag enters algal cells via membrane transport systems and once in the cell, interferes with a variety of functions including photosynthesis, cell division, and lipid metabolism [42]. AgNPs facilitate ionic Ag uptake by acting as Ag+ delivery systems by releasing Ag+ at the cell surface [1,43], increasing ionic uptake through diffusion, or by releasing Ag+ after being assimilated by the cell in an intact form [38]. Given the strong potential binding of Ag+ with clay [35] and phosphate [22], such targeted Ag+ release may have been particularly important in our study. Other potential mechanisms of toxicity include the nanoparticles themselves and the creation of reactive oxygen species (ROS) [40,42]. Future studies could measure ROS in exposed periphyton to assess this possibility.

While our study design did not allow us to determine if AgNP toxicity was caused by the release of ionic Ag or by the direct interaction of AgNPs with algal cells, diffusion through porous materials is a likely exposure scenario for organisms colonizing surfaces in lakes and streams. Our study is thus an important first test of how periphyton will respond to AgNP saturated surfaces. However, we recognize that the chemistry of the porous material, of the AgNPs, and of the periphyton matrix may all have important effects on AgNP behavior and toxicity. For example, some studies have shown that algal exudates reduce AgNP toxicity by complexing with ionic Ag [44] and it is intuitive to suggest that the extracellular polymeric substances that contribute to the 3-dimensional structure of periphyton would alter AgNP toxicity. The timing of AgNP exposure may also be important for interpreting our results. In our study, algae were exposed to AgNPs during colonization, a time when the periphyton matrix is relatively undeveloped and when AgNPs may be particularly toxic [44]. Established periphyton assemblages have been shown to be less susceptible to metal toxicity, likely because thicker biofilms slow diffusion of metal ions to the inner layers [45].

We expected that P availability would lessen the negative effects of AgNP exposure on autotrophic standing stocks. Increasing P availability has been shown to decrease metal toxicity for algae [46] due to the role of intracellular phosphate bodies in metal detoxification [21,47] and the alleviation of metal-induced nutrient limitation [45]. However, P addition increased the severity of negative AgNP effects on Chl-a abundance in our study, particularly in L224. It is

possible that high P conditions favored the formation of Ag-P complexes [22] that were assimilated by autotrophs. Such "accidental" uptake of Ag has been shown for other ligands such as thiosulfate [48,49]. However, Choi et al. [11] found that phosphate addition (up to 100 |aM) had little effect on AgNP toxicity to ammonia oxidizing bacteria and McTeer et al. [24] observed more AgNO3-derived Ag uptake by Chlamydomonas reinhardtii under low P conditions compared to high P availability with no effect of P on AgNP-derived Ag uptake. The potential of P as a natural ligand for ionic Ag needs to be investigated further, particularly in natural environments.

An alternative explanation is that increasing P supply altered the composition of the autotroph community on our substrates [50]. In a previous study in these lakes, greater P-supply reduced the prevalence of diatoms and increased the relative abundance of green algae [15]. A similar shift here may have resulted in changes in biomass responses if green algae are more sensitive to AgNP toxicity. However, there is little information on the relative sensitivity of various algal taxa to AgNPs and even less about how that would mediate responses in natural environments. The taxonomic composition of algal communities (and other microbes) may have an unappreciated importance in determining the nature of AgNP toxicity in aquatic ecosystems [51].

Our results contrast with the investigation of P* AgNP interactions on natural phytoplank-ton assemblages by Das et al. [23], where they conducted algal growth bioassays with AgNP exposures ranging from 0-50 |ig AgNP/L and phosphorus concentrations ranging from 0-100 |ig-P/L. They found that AgNP exposure increased P uptake resulting in lower phyto-plankton C:P ratios. They also observed P* Ag interactions on phytoplankton growth and stoi-chiometry, but in the opposite direction to what we found. In their study, AgNP exposure inhibited phytoplankton growth and lowered phytoplankton C:P ratios and P addition decreased the magnitude of these effects while we found that P addition enhanced the negative response of periphyton growth to AgNP exposure but compensated for the increase in periphyton C:P on AgNP-only substrates.

Direct comparisons of various AgNP studies are difficult for several reasons, including differences in the size, shape, and coatings of the AgNPs used [2]. The AgNPs used in our study were 50 nm spheres with PVP coating while Das et al. used 10 nm particles with polyacrylate coating [23]. The zeta-potential of the AgNPs also likely differed between studies, although this information was not provided by Das et al [23]. However, the contrasting results between our study and that of Das et al. suggest that AgNPs and their interactions with nutrient availability may affect the growth and stoichiometry of pelagic and benthic microbial assemblages differently. This would not be surprising given the differences in the physical structure and biomass composition of these two communities. The development of the 3-dimensional structure of periphyton may also be vulnerable to P* AgNP interactions, a dynamic that is missing in phytoplankton communities. Phytoplankton have direct access to nutrients and toxins in the water column while diffusion of these substances into the periphyton matrix is slowed by the boundary layer [52]. Periphyton nutrient cycling can be largely internal [52,53] with exoenzyme production and internal diffusion rates presumably important drivers of nutrient acquisition. Particulate and ionic Ag may interact with the extracellular polymeric substances in periphyton in various ways. Indeed, AgNPs can inhibit exoenzyme activity [54,55] but not consistently [8]. Exoenzyme production is presumably less important for nutrient uptake in planktonic communities, which may explain why phytoplankton and periphyton assemblages C:P had opposite responses to AgNP exposure and why P addition alleviated the negative AgNP effects on periphyton C:P in our study. Alternatively, AgNP exposure may have altered the periphyton biomass composition [56], with the loss of P-rich algal cells and the accumulation of nutrient-poor detritus. It is also possible that there is a non-linear response of algal growth and nutrient

uptake with AgNP concentration as has been observed with other contaminants [57]. It is important to note as well that Das et al. quantified the short term (3 days) response of phyto-plankton to a single pulsed AgNP addition while the organisms in our study were exposed to a continuous dose of ionic or nanoparticulate Ag diffusing from the substrates. Benthic communities likely experience AgNP exposure via both pulsed and diffusive exposure regimens. Initial exposure may occur from the overlying water column, either episodically (such as a spill or pulsed runoff) or chronically (such as continuous addition of contaminated waste water). AgNPs may also accumulate in and eventually leach from the sediments, a scenario that more closely resembles the diffusing substrates in our study.

We found that the AgNP effects on periphyton varied among the three lakes, which suggests that environmental conditions affect AgNP toxicity for freshwater organisms. The lakes differ in several aspects, but perhaps most notably in their DOC concentrations, which has been found to modify the toxicity of AgNPs in laboratory assays [58,59,60]. We found stronger effects of AgNP addition alone in the two lakes with higher levels of DOC, L239 and L222, but stronger P* Ag interactions in the most oligotrophic lake, L224. These results suggest that the effects of DOC on AgNP toxicity are more complex or different in situ compared to laboratory conditions. For example, DOC concentrations in our lakes were correlated with decreasing transparency. Autotrophs in L239 and L222 may have been stressed by the limited light availability, making them more susceptible to AgNP exposure. Alternatively, shade tolerant algal communities may be less tolerant to AgNP exposure.

Overall, we found that AgNP exposure can decrease periphyton growth and nutritional quality and that nutrient availability can alter the magnitude of these effects. Our results highlight the importance of in situ assays to determine the effects of AgNP addition to natural environments. Changes in periphyton abundance and quality likely have cascading effects on benthic and pelagic food webs. Elucidating the effects of interactions between AgNP exposure and nutrient availability is vital to understanding the impact of AgNP release to freshwater ecosystems. We suggest that future studies focus on resolving the mechanisms of AgNP toxicity relevant to structurally complex benthic communities, specifically the role of extracellular polymeric substances in AgNP retention and toxicity as well as the ways in which community composition responds to AgNP exposure in ambient and nutrient enriched conditions.

Supporting Information

S1 Table. Silver, chlorophyll, and nutrient ratios of each replicate substrate collected from all three lakes.

(DOCX)

Acknowledgments

Thank you to Jennifer Vincent, Graham Blakelock, Jonathan Martin, and Lindsay Furtado for assistance in the field. We are also grateful to Andrew Scott and Nicole Wagner for help analyzing samples and for the support of Trent and ELA scientists and staff with special thanks to Mike Patterson. We appreciate the comments from four anonymous reviewers which improved the manuscript.

Author Contributions

Conceived and designed the experiments: PCF BCN MAX. Performed the experiments: DB PCF. Analyzed the data: BCN DB PCF. Wrote the paper: BCN PCF MAX.

References

1. Navarro E, Piccapietra F, Wagner B, Marconi F, Kaegi R, Odzak N, etal. Toxicity of silver nanoparticles to Chlamydomonas reinhardtii. Environ Sci Technol. 2008; 42: 8959-8964. PMID: 19192825

2. Morones JR, Elechiguerra JL, Camacho A, Holt K, Kouri JB, Ramirez JT, etal. The bactericidal effect of silver nanoparticles. Nanotechnology 2005; 16: 2346-2353. doi: 10.1088/0957-4484/16/10/059 PMID: 20818017

3. BennT, Cavanagh B, Hristovski K, Posner JD, Westerhoff PThe release of nanosilverfrom consumer products used in the home. J. Environ Qual. 2010; 39:1875-1882. PMID: 21284285

4. Bernhardt ES, Colman BP, Hochella MF, Cardinale BJ, Nisbet RM, Richardson CJ, et al. An ecological perspective on nanomaterial impacts in the environment. J Environ Qual. 2010; 39:1954-1965. PMID: 21284292

5. Li WR, Xie XB, Shi QS, Zeng HY, Ou-Yang YS, Chen YB. Antibacterial activity and mechanism of silver nanoparticles on Escherichia coli. Appl Microbiol Biotechnol 2010; 85:1115-1122. doi: 10.1007/ s00253-009-2159-5 PMID: 19669753

6. Yuan ZH, Li JW, Cui L, Xu B, Zhang HW, Yu P. Interaction of silver nanoparticles with pure nitrifying bacteria. Chemosphere 2013; 90:1404-1411. doi: 10.1016/j.chemosphere.2012.08.032 PMID: 22985593

7. Griffitt RJ, Luo J, Gao J, Bonzongo JC, Barber DS. Effects of particle composition and species on toxicity of metallic nanomaterials in aquatic organisms. Environ Toxicol Chem. 2008; 27:1972-1978. doi: 10.1897/08-002.1 PMID: 18690762

8. Colman BP, Wang SY, Auffan M, Wiesner MR, Bernhardt ES. Antimicrobial effects of commercial silver nanoparticles are attenuated in natural streamwater and sediment. Ecotoxicology 2012; 21:18671877. doi: 10.1007/s10646-012-0920-5 PMID: 22569948

9. Das P, Xenopoulos MA, Williams CJ, Hoque ME, Metcalfe CD. Effects of silver nanoparticles on bacterial activity in natural waters. Environ Toxicol Chem. 2012; 31:122-130. doi: 10.1002/etc.716 PMID: 22012876

10. ArnaoutCL, Gunsch CK. Impacts of silver nanoparticle coating on the nitrification potential of Nitroso-monas europaea. Environ Sci Technol 2012; 46: 5387-5395. doi: 10.1021/es204540z PMID: 22533675

11. Choi O, CleuengerTE, Deng BL, Surampalli RY, Ross L, Hu ZQ. Role of sulfide and ligand strength in controlling nanosilver toxicity. Water Res. 2009; 43:1879-1886. doi: 10.1016/j.watres.2009.01.029 PMID: 19249075

12. Pradhan A, Seena S, Pascoal C, Cassio F. Can metal nanoparticles be a threat to microbial decomposers of plant litter in streams? Microb Ecol. 2011; 62: 58-68. doi: 10.1007/s00248-011-9861-4 PMID: 21553058

13. Colman BP, Espinasse B, Richardson CJ, Matson CW, Lowry GV, Hunt DE, et al. Emerging contaminant or an old toxin in disguise? Silver nanoparticle impacts on ecosystems. Environ Sci Technol 2014; 48: 5229-5236. doi: 10.1021/es405454v PMID: 24693948

14. Choi OK, Hu ZQ. Nitrification inhibition by silver nanoparticles. Water Sci Technol 2009; 59:16991702. doi: 10.2166/wst.2009.205 PMID: 19448303

15. Frost PC, Elser JJ. Effects of light and nutrients on the net accumulation and elemental composition of epilithon in boreal lakes. FreshwBiol. 2002; 47:173-183.

16. Sterner RW, Elser JJ. Ecological stoichiometry: the biology of elements from molecules to the biosphere. Princeton: Princeton University Press; 2002. PMID: 25796918

17. Jeppesen E, Jensen JP, Jensen C, Faafeng B, Hessen DO, Sondergaard M, etal. The impact of nutrient state and lake depth on top-down control in the pelagic zone of lakes: A study of 466 lakes from the temperate zone to the arctic. Ecosystems 2003; 6: 313-325.

18. Cross WF, Benstead JP, Frost PC, Thomas SA. Ecological stoichiometry in freshwater benthic systems: recent progress and perspectives. FreshwBiol. 2005; 50:1895-1912.

19. Mulholland PJ, Helton AM, Poole GC, Hall RO, Hamilton SK, Peterson BJ, etal. Stream denitrification across biomes and its response to anthropogenic nitrate loading. Nature. 2008; 452: 202-206. doi: 10. 1038/nature06686 PMID: 18337819

20. Riedel GF, Sanders JG. The interrelationships among trace element cycling, nutrient loading, and system complexity in estuaries: A mesocosm study. Estuaries. 2003; 26: 339-351.

21. Twiss MR, Nalewajko C. Influence of phosphorus nutrition on copper toxicity to 3 strains of Scenedes-musacutus (Chlorophyceae). J Phycol. 1992; 28: 291-298.

22. Xiu ZM, Ma J, Alvarez PJJ. Differential effect of common ligands and molecular oxygen on antimicrobial activity of silver nanoparticles versus silver ions. Environ Sci Technol 2011; 45: 9003-9008. doi: 10. 1021/es201918f PMID: 21950450

23. Das P, Metcalfe CD, Xenopoulos MA. Interactive effects of silver nanoparticles and phosphorus on phy-toplankton growth in natural waters. Environ Sci Technol. 2014; 48: 4573-4580. doi: 10.1021/ es405039w PMID:24628458

24. McTeer J, Dean AP, White KN, Pittman JK. Bioaccumulation of silver nanoparticles into Daphnia magna from a freshwater algal diet and the impact of phosphate availability. Nanotoxicology. 2014; 8: 305-316. doi: 10.3109/17435390.2013.778346 PMID: 23421707

25. Funck JA, Clivot H, Felten V, Rousselle P, Guerold F, Danger M. Phosphorus availability modulates the toxic effect of silver on aquatic fungi and leaf litter decomposition. Aquat Toxicol. 2013; 144:199-207. doi: 10.1016/j.aquatox.2013.10.001 PMID: 24184839

26. Furtado LM, Hoque ME, Mitrano DF, Ranville JF, CheeverB, Frost PC, etal. The persistence and transformation of silver nanoparticles in littoral lake mesocosms monitored using various analytical techniques. Environ Chem. 2014; 11:419-430.

27. Rosi-Marshall EJ, RoyerTV. Pharmaceutical compounds and ecosystem function: an emerging research challenge for aquatic ecologists. Ecosystems. 2012; 15: 867-880.

28. Fairchild GW, Lowe RL, Richardson WB. Algal periphyton growth on nutrient-diffusing substrates- an in situ bioassay. Ecology. 1985; 66: 465-472.

29. Turner MA, Howell ET, Robinson GGC, Campbell P, Hecky RE, Schindler EU. Roles of nutrients in con-troling growth of epilithon in oligotrophic lakes of low alkalinity. Can J Fish Aquat Sci. 1994; 51:27842793.

30. Maurer-Jones MA, Gunsolus IL, Murphy CJ, Haynes CL. Toxicity of engineered nanoparticles in the environment. Anal Chem. 2013; 85: 3036-3049. doi: 10.1021/ac303636s PMID: 23427995

31. Lowry GV, Espinasse BP, Badireddy AR, Richardson CJ, Reinsch BC, Bryant LD, etal. Long-term transformation and fate of manufactured Ag nanoparticles in a simulated large scale freshwater emergent wetland. Environ Sci Technol 2012; 46: 7027-7036. doi: 10.1021/es204608d PMID: 22463850

32. Jepersen A, Christoffersen K. Measurements of chlorophyll-afrom phytoplankton using ethanol extraction solvent. Arch Hydrobiol. 1987; 109: 445-454.

33. Valderrama JC. The simultaneous analysis of total nitrogen and total phosphorus in natural waters. Mar Chem 1981; 10:109-122.

34. Pan B, Xing BS. Applications and implications of manufactured nanoparticles in soils: a review. Eur J Soil Sci. 2012; 63:437-456.

35. Hoppe M, MikuttaR, Utermann J, Duijnisveld W, Guggenberger G. Retention of sterically and electro-sterically stabilized silver nanoparticles in soils. Environ Sci Technol. 2014; 48:12628-12635. doi: 10. 1021/es5026189 PMID: 25251386

36. Jacobson AR, Klitzke S, McBride MB, Baveye P, Steenhuis TS. The desorption of silver and thallium from soils in the presence of a chelating resin with thiol functional groups. Water Air Soil Pollut. 2005; 160:41-54.

37. Ribeiro F, Gallego-Urrea JA, Jurkschat K, CrossleyA, HassellovM, Taylor C, etal. Silver nanoparticles and silver nitrate induce high toxicity to Pseudokrchneriella subcapitata, Daphnia magna and Danio rerio. Sci Total Environ. 2014; 466: 232-241. doi: 10.1016/j.scitotenv.2013.06.101 PMID: 23895786

38. Miao AJ, Luo ZP, Chen CS, Chin WC, Santschi PH, Quigg A. Intracellular uptake: a possible mechanism for silver engineered nanoparticle toxicity to a freshwater alga Ochromonas danica. Plos One 2010; 5.

39. Turner A, Brice D, Brown MT. Interactions of silver nanoparticles with the marine macroalga, Ulvalac-tuca. Ecotoxicology. 2012; 21: 148-154. doi: 10.1007/s10646-011-0774-2 PMID: 21877230

40. Oukarroum A, Bras S, Perreault F, Popovic R. Inhibitory effects of silver nanoparticles in two green algae, Chlorella vulgaris and Dunaliella tertiolecta. Ecotoxicol Environ Saf. 2012; 78: 80-85. doi: 10. 1016/j.ecoenv.2011.11.012 PMID: 22138148

41. Kennedy AJ, Hull MS, Bednar AJ, Goss JD, Gunter JC, Bouldin JL, etal. Fractionating nanosilver: importance for determining toxicity to aquatic test organisms. Environ Sci Technol 2010; 44: 9571-9577. doi: 10.1021/es1025382 PMID: 21082828

42. Pillai S, Behra R, Nestler H, Suter MJF, Sigg L, Schirmer K. Linking toxicity and adaptive responses across the transcriptome, proteome, and phenotype of Chlamydomonas reinhardtii exposed to silver. Proc Natl Acad Sci U S A. 2014; 111: 3490-3495. doi: 10.1073/pnas.1319388111 PMID: 24550482

43. Leclerc S, Wilkinson KJ. Bioaccumulation of nanosilver by Chlamydomonas reinhardtii-nanoparticle or the free ion? Environ Sci Technol 2014; 48: 358-364. doi: 10.1021/es404037z PMID: 24320028

44. Stevenson LM, Dickson H, KlanjscekT, Keller AA, McCauley E, Nisbet RM. Environmental feedbacks and engineered nanoparticles: mitigation of silver nanoparticle toxicity to Chlamydomonas reinhardtii by algal-produced organic compounds. Plos One. 2013; 8.

45. BarranguetC, Plans M, van der Grinten E, Sinke JJ, Admiraal W. Development of photosynthetic biofilms affected by dissolved and sorbed copper in a eutrophic river. Environ Toxicol Chem. 2002; 21: 1955-1965. PMID: 12206437

46. Serra A, Guasch H, Admiraal W, Van der Geest HG, Van Beusekom SAM. Influence of phosphorus on copper sensitivity of fluvial periphyton: the role of chemical, physiological and community-related factors. Ecotoxicology. 2010; 19: 770-780. doi: 10.1007/s10646-009-0454-7 PMID: 20024616

47. Wang WX, Dei RCH. Metal stoichiometry in predicting Cd and Cu toxicity to a freshwater green alga Chlamydomonas reinhardtii. Environ Pollut. 2006; 142: 303-312. PMID: 16310914

48. Hiriart-Baer VP, Fortin C, Lee DY, Campbell PGC. Toxicity of silver to two freshwater algae, Chlamydomonas reinhardtii and Pseudokirchneriella subcapitata, grown under continuous culture conditions: Influence of thiosulphate. Aquat Toxicol. 2006; 78:136-148. PMID: 16621059

49. Fortin C, Campbell PGC. Thiosulfate enhances silver uptake by a green alga: Role of anion transporters in metal uptake. Environ Sci Technol 2001; 35:2214-2218. PMID: 11414021

50. CarrickHJ, Lowe RL. Response of lake Michigan benthic algae to in situ enrichment with Si, N, and P. Can J Fish Aquat Sci. 1998; 45: 271-279.

51. Das P, Williams CJ, Fulthorpe RR, Hoque ME, Metcalfe CD, Xenopoulos MA. Changes in bacterial community structure after exposure to silver nanoparticles in natural waters. Environ Sci Technol. 2012; 46: 9120-9128. doi: 10.1021/es3019918 PMID: 22834484

52. Riber HH, Wetzel RG. Boudary-layer and internal diffusion effects on phosphorus fluxes in lake periphyton. Limnol Oceanogr. 1987; 32:1181-1194.

53. Steinman AD, Mulholland PJ, Beauchamp JJ. Effects of biomass, light, and grazing on phosphorus cycling in stream periphyton communities. J North Am Benthol Soc. 1995; 14:371-381.

54. PeyrotC, Wilkinson KJ, Desrosiers M, Sauve S. Effects of silver nanoparticles on soil enzyme activities with and without added organic matter. Environ Toxicol Chem. 2014; 33:115-125. PMID: 24115203

55. Colman BP, ArnaoutCL, Anciaux S, Gunsch CK, Hochella MF, Kim B, etal. Low concentrations of silver nanoparticles in biosolids cause adverse ecosystem responses under realistic field scenario. Plos One 2013; 8.

56. Fabrega J, Zhang R, Renshaw JC, Liu WT, Lead JR. Impact of silver nanoparticles on natural marine biofilm bacteria. Chemosphere. 2011; 85: 961-966. doi: 10.1016/j.chemosphere.2011.06.066 PMID: 21782209

57. Elias D, Bernot MJ. Effects of atrazine, metolachlor, carbaryl and chlorothalonil on benthic microbes and their nutrient dynamics. Plos One. 2014; 9.

58. Kennedy AJ, Chappell MA, Bednar AJ, Ryan AC, Laird JG, Stanley JK, etal. Impact of organic carbon on the stability and toxicity of fresh and stored silver nanoparticles. Environ Sci Technol. 2012; 46: 10772-10780. doi: 10.1021/es302322y PMID: 22950762

59. Fabrega J, Fawcett SR, Renshaw JC, Lead JR. Silver nanoparticle impact on bacterial growth: Effect of pH, concentration, and organic matter. Environ Sci Technol 2009; 43: 7285-7290. PMID: 19848135

60. Gao J, Youn S, Hovsepyan A, Llaneza VL, Wang Y, Bitton G, et al. Dispersion and toxicity of selected manufactured nanomaterials in natural river water samples: Effects of water chemical composition. Environ Sci Technol. 2009; 43: 3322-3328. PMID: 19534153