Abstract
Commercially available silver nanoparticles with five different coatings were measured for stability in media supplemented with human serum (HS) to better mimic conditions that particles might be exposed to in biomedical applications. The particles were then tested for cytotoxicity and cellular uptake in two cell lines. The stability of the particles differs from what is observed in media supplemented with fetal bovine serum (FBS). There is also a change in both the cytotoxicity of the particles and their cellular uptake in hepatocytes and neurons. These changes show that the behaviour of particles in living organisms may differ considerably from what is observed in standard in vitro testing as the particles will behave differently in the different extracellular environment they are exposed to, highlighting one of the challenges of translating in vitro studies for nanoparticles to regulatory frameworks.
Keywords
Silver, Nanoparticle, Cytotoxicity, Stability, Spectroscopy
Introduction
Silver nanoparticles are used in a wide array of commercial products that can ultimately lead to human exposure [1-3]. They are also being developed as diagnostic biomedical contrast agents and nanoscale delivery vehicles for a wide array of applications including imaging and drug delivery to the brain [4-6]. Silver nanoparticles have well established antimicrobial properties [7-10] and have shown antiviral activity in some studies [4,11-14]. There is currently a great need to better understand the underlying mechanisms of how silver nanoparticles interact with biological environments in order to facilitate their safe use in protective equipment and other healthcare products. Understanding how particles behave in vivo is challenging and most in vitro data tests particles in standard cell culture medium that is supplemented with fetal bovine serum [15]. Attempts to compensate for particle dynamics, for example, measuring sedimentation, have been attempted, however, such models fail to appreciate the complexities of the systems [16]. Nanoparticles will sediment at vastly different rates depending on their concentration, the components of the media, the media concentration and the specific properties of the nanomaterial. It is impractical to measure sedimentation at each does in a toxicity curve, and changes in volume from a 96 well plate may perturb the kinetics. The does will also change over time, as will the cellular response. Aggregated nanoparticles also may not contribute to dose in the same way as non-aggregated particles, changing the route of uptake, or removing them entirely from the bioavailable pool.
Silver nanoparticles are particularly sensitive to their aqueous environment, and thus the composition of the medium plays a critical role in the transport and stability of the particles, ultimately affecting their bioavailability or targeted uptake [17-25]. We have previously noted that particles treated with human serum albumin are more stable than those coated with bovine serum albumin, the most abundant proteins in sera [26]. We have also shown that the size dependent stability of silver particles changes in media supplemented with human serum [27]. Here we have tested how commercial particles with different coatings behave in media with human proteins and biomolecules as opposed to those from fetal bovine serum, how the particles evolve over time and how that affects their uptake and cytotoxicty. While cells are typically grown in media with FBS, they can be grown equally well in media with HS and so we sought to measure the outcome of this serum substitution in order to develop a more ‘humanized’ assay to better model one component of the cytotoxicity assays toward in vivo conditions.
Materials and Methods
Materials
Silver nanoparticles were purchased from Nanocomposix as aqueous suspensions. 40 nm particle coatings included polyvinylpyrrolidone (PVP), branched polyethylimine (BPEI), polyethylene glycol (PEG), lipoic acid and citrate. Sizes were validated by UV-Vis and DLS and data were compared to those supplied by Nanocomposix for the specific batch numbers.
Cell Culture
SH-SY5Y and HepG2 cells (American Tissue Culture Center) were all grown in Dulbecco’s modified Eagle’s medium (DMEM) (Gibco) supplemented with 10% Human AB serum (HS) (Sigma) and 1% penicillin-streptomycin (Pen/strep) (50 µg/ml, Gibco) unless stated otherwise and under standard culture conditions (37°C, 5% CO2). Media was filtered through 0.2 μm filters after the addition of HS to remove any precipitates from the media. Cells were grown in T75 flasks (Falcon) and Trypsin-EDTA solution (Gibco) was used for passaging cells (3 mL per T75 flask for HepG2 and 2 mL for SH-SY5Y). For passaging, SH-SY5Y cells were treated with Trypsin-EDTA at room temperature for 5 min, while HepG2 cells were incubated for 10 minutes at 37 degrees.
Ultraviolet-Visible (UV-Vis) Spectroscopy
Samples were run on a Varian Cary 5000 UV-Vis spectrometer at ambient temperature under a nitrogen atmosphere using plastic (Brand) cuvettes with a 1 mL sampling volume. Samples for time courses were prepared as 1:1 mixtures of DMEM (no phenol red, Gibco) with 10% HS and 1% penicillin-streptomycin and silver particles suspended in water at 20 μg/mL. This results in a final concentration of 5 % HS and 10 μg/mL silver nanoparticle, a media mixture consistent with what was used for the cytotoxicity assays. At each time point a background of water/media without particles was measured to normalize any drift that might arise from the media changing over time.
Dynamic Light Scattering (DLS)
Samples were run on a Malvern Zetasizer Nano-ZS. Samples were run in plastic cuvettes (BRAND) with a 1 mL sample volume. Each sample was measured 5 times. All initial values for particles were consistent with manufactures specifications for the particles. Samples for time courses were prepared as 1:1 mixtures of DMEM (no phenol red) with 10% HS and 1% penicillin-streptomycin and silver particles suspended in water at 20 μg/mL. This results in a final concentration of 5 % FBS and 10 μg/mL silver nanoparticle.
3-(4,5-Dimethylthiazol-2-yl)-2,5-Diphenyltetrazolium Bromide (MTT) Assay
Cells were seeded into wells in a 96-well plate (Falcon) (1 x 105 cells/ml, 100 µl per well) to cover a 9 x 6 grid, filling 54 wells. Remaining wells were filled with 200 µl of PBS. After 24 hours, 100 µl volumes of dilutions of particles in water spanning from 20 µg/mL to 0.1 µg/mL were added to the seeded wells (final concentrations spanning 10 µg/mL to 0.05 µg/mL). For each nanoparticle, eight dilutions were prepared and for each dilution six replicates were performed. In the remaining 6 wells, 100 µL of water was added as a particle-free control. Cells were then incubated with nanoparticles for 72 h. After 72 h, 50 µL of a PBS solution of MTT (2.5 mg/ml) was added to each well and then incubated for 3 h. After 3 h, media was aspirated from all wells, leaving purple formazan crystals in those wells with viable cells. To each well, 150 µl of DMSO was added. Plates were then agitated for 30 s to dissolve the crystals and analyzed using a plate reader (Fluorstar Omega, BMG Labtech.) to determine the absorbance of each well at 570 nm. This reading divided by the average from the reading of the six control wells was plotted to determine the IC50 value of each complex for each cell line. Six replicates were performed for each sample on each cell line for each experiment, and each experiment was repeated three times. The values and errors reported are calculated from 18 unique measurements after curves were fit with a 4-variable sigmoidal curve to calculate the IC50 values.
Metal Analysis
To determine the AgNP uptake into each cell line, 5 mL cell suspensions of 105 cells/mL cells were plated into 3 cm Petri dishes. After 24 h, 250 μL of nanoparticles (stock suspensions of 20 μg/mL) were added to the cells. These samples were incubated for 24 h, at which times the media was removed and the cells rinsed twice with PBS. Trypsin-EDTA (2 mL of 0.25 %) was then added to detach the cells from the plate surface, and an additional 3 mL of PBS added to resuspend the cells. These suspensions were transferred to 15 mL conical Falcon tubes and centrifuged for 5 min at 800 rpm. The supernatant was discarded and the cells resuspended and rinsed twice with PBS in this manner to remove particles from the cell surface. Cell pellets were then resuspended in 2 mL of PBS and counted using a LUNA automated cell counter (Logos Biosystems). Cell suspension ranged between 1 to 2 x 106 cells per sample for HepG2 cells and between 0.5 and 1.5 x 106 cells per sample for SH-SY5Y cells. After counting the cells in each sample, the cells were centrifuged again for 5 min at 2000 rpm and the supernatant discarded. The cell pellet was dried overnight. To each dried pellet, 100 µL of concentrated nitric acid was added and the sample left for 24 h to be digested. Samples were then diluted with H2O and submitted for ICP-MS (Element XR, Thermo Fisher Scientific, Bremen, Germany) analysis to determine the silver content. The results were then normalized to the number of cells in each sample. Each experiment was repeated 3 times and the values and errors reported are the average of these 3 measurements. Samples for residual silver ion content were prepared by centrifuging samples at 30k rpm for 30 minutes. An aliquot for the top of the supernatant was removed and measured for silver content.
Results and Discussion
Particle Dynamics in Cell Culture Media
The silver nanoparticles are all stable in water and show now variation by UV-Vis or DLS over 72 hours. We have previously shown; however, that the spectra of particles do change over time and that the coating on the nanoparticles plays a role in determining how fast and in what manner the particles change over time in media with FBS [28]. The particles are mixed as a 1:1 mixture of the nanoparticle stock solution (20 μg/ml) and DMEM containing 1% pen/strep and 10% HS with spectral measurements made at 0, 1, 3, 24, 48, and 72 hours. In all five cases, the spectra of the particles in media with HS shows significant differences over time compared to those for particles in media with FBS. Generally, if the spectra maxima shift left or right, this is indicative of the particle shrinking in size (dissolving) or growing in size (agglomerating or seeding from dissolved ions), respectively. Decreases in the absorption maximum indicate agglomeration that has led to the particles settling out of suspension and increases may be the result of a change in the shape of the particle [26]. The data for the particles in media with FBS has been previously published; [28] however, data from the spectra are included in Table 1 for comparison. For citrate particles (Table 1 and Figure 1) the peak maximum of the spectrum decreased much more rapidly between 3 and 24 hours than it did in media supplemented with FBS; however, the total shift of the peak was less, suggesting that particles were aggregating and precipitating from the media. This was observable by eye as a thin red film slowly formed on the bottom of the cuvette. Similarly, for PVP coated particles, the maximum of the spectrum decreased more rapidly from 3 to 24 hours. In media with HS, the intensity of the maximum also continued to drop over the entire time course, whereas in FBS there was an increase in peak intensity after 48 hours. For PEG coated particles, the spectral maximum in media with HS shifted 4 nm to longer wavelength over 72 hours, while in media with FBS it shifted 3 nm in the opposite direction after 72 hours. For lipoic acid functionalized particles, there is no change in the position of the absorbance maximum, while in media with FBS there was a significant shift to longer wavelength of 15 nm over the same time frame. Finally for the BPEI coated particles, the immediate change observed in media with FBS is not observed here, and instead a much slower decrease in the spectral intensity is observed over the entire 72 hour time course. From all of these spectral analyses, it is clear that not only are the particles behaving differently in media with HS, but that each particle is behaving uniquely, not following any specific trend that can be applied to all particles when the type of serum is changed.
Table 1: Summary of the observed plasmonic absorption maxima for commercially tested 40 nm silver nanoparticles in media supplemented with human serum compared to media supplemented with fetal bovine serum. Data in FBS has been previously reported and is included here for comparison [28].
Sample |
In HS |
In FBS | ||||
Initial λmax (nm) |
72 hour λmax (nm) |
Δ λmax (nm) |
Initial λmax (nm) | 72 hour λmax (nm) |
Δ λmax (nm) |
|
40 nm citrate |
424 |
424 | 0 | 423 | 428 |
5 |
40 nm PVP |
420 |
424 | 4 | 416 | 429 |
13 |
40 nm BPEI |
422 |
421 | 1 | 422 | 442 |
20 |
40 nm PEG |
409 |
413 | 4 | 413 | 410 |
3 |
40 nm lipoic acid |
434 |
434 | 0 | 421 | 436 |
15 |
Figure 1: UV-Vis spectra of 40 nm silver nanoparticles with different surface coatings and functional groups recorded in cell culture media with a final concentration of 5% human male AB serum and 0.5% PEN/STREP. Spectra were recorded immediately upon mixing and then at 1, 3, 24, 48 and 72 h.
We then used DLS to further characterize changes to the size of the particles in the particle media suspensions over time (Table 2). Here, DLS measurements were made every 24 hours for 72 hours. Like with the UV-Vis spectra, the DLS data over time also shows different behaviour of the particles in media with HS compared to what we have previously reported in media with FBS [28]. For both citrate and PVP stabilized particles, the measured hydrodynamic diameter increased significantly over the first 24 hours, then decreased again, while in media with FBS the measured hydrodynamic diameter remained relatively constant throughout the 72 hour time course. For the BPEI stabilized particles, the initial measured diameter was now 50% greater than it was in FBS and decreased after 24 hours, whereas in FBS the particles continued to increase in size throughout the time course. Like for the PVP and citrate coated particles, the lipoic acid coated particles also increased in size at 24 hours, while only the PEG functionalized particles showed similar behaviour in both media. While this seems incompatible with the UV-Vis data, we can assume that the small changes in the spectral maximum of the PEG particles over time measured by UV-Vis and small decreases in size measured by DLS indicate small rearrangements at the particle surface interface with media components and highlight the complexity of quantifying changes to particles in cell culture media when so many components can interact at the particle-media interface. For 3 of the particles coatings, there is a significant change in the measured particle hydrodynamic diameters over the time course compared to data for particles in media with FBS suggesting that the particles age differently in this media and that greater levels of agglomeration likely occur from interactions with media components that do not occur in media with FBS, and that from the UV-Vis data this seems to occur generally within the first 24 hours after introduction of the particles to the media.
Table 2: Z-average hydrodynamic diameter as measured by DLS for commercially tested 40 nm silver nanoparticles in media supplemented with human serum Data is listed as average hydrodynamic diameter (standard error)/PDI value (standard error).
Sample |
Initial diameter (nm)/PDI |
24 hour diameter (nm)/PDI | 48 hour diameter (nm)/PDI |
72 hour diameter (nm)/PDI |
40 nm citrate |
50 (2)/0.56 (0.03) |
47.9 (0.8)/0.57 (0.01) | 50.2 (0.4)/0.55 (0.05) |
48.9 (0.6)/0.54 (0.03) |
40 nm PVP |
63 (1)/0.46 (0.01) |
61 (2)/0.47 (0.01) | 52 (01)/0.45 (0.03) |
50 (2)/0.44 (0.02) |
40 nm BPEI |
114.5 (0.8)/0.26 (0.01) |
141 (3)/0.6 (0.1) | 76.5 (0.7)/0.42 (0.02) |
68.1 (0.4)/0.36 (0.03) |
40 nm PEG |
133 (2)/0.18 (0.01) |
203 (9)/0.6 (0.1) | 96.2 (0.9)/0.45 (0.02) |
85 (3)/0.40 (0.05) |
40 nm lipoic acid |
89.9 (0.9)/0.19 (0.01) |
143 (5)/0.44 (0.01) | 100 (1)/0.25 (0.01) |
91 (2)/0.26 (0.01) |
Toxicity of AgNPs
Toxicity of the nanoparticles was measured by an MTT assay in HepG2 and SH-SY5Y cells. We have previously shown that this assay is a reliable and highly reproducible assay for measuring the cytotoxicity of silver nanoparticles in these cell lines and continued to use these cell lines because of the high levels of nanoparticles that end up in the liver after exposure to circulation, and the known persistence of silver nanoparticles in the brain after prolonged or targeted exposure [29,30]. Silver nanoparticles are also affective anti-microbial agents [6,7,9,31-34] and their use to fight infection could be improved by understanding how to modulate their uptake by and toxicity to human cells via modified surface chemistry while still retaining their antimicrobial activity.
Again, cells are grown in media with HS and particles are tested in this media, to better understand how particles modified by HS exposure behave differently in in vitro assays (Table 3). In HepG2 cells, all of the particles are significantly more toxic compared to when exposed in media with FBS except for the particles coated with lipoic acid which are slightly less toxic. The IC50 values for the PVP and citrate stabilized particles are lower by a factor of two showing a very significant increase in cytotoxicity against this cell line under these conditions. The values in the SH-SY5Y cells are less consistent. Very significant increases in toxicity are observed for the citrate and BPEI stabilized particles, while changes for the PVP and lipoic acid stabilized particles are about the same, and the PEG stabilized particles are significantly less toxic under these conditions. These changes highlight the need to carefully interpret in vitro toxicity data as the choice of media and cell line can skew the measured results raising or diminishing the potential threat posed by exposure to the particles. And changes in how particles agglomerate under specific media conditions may contribute to their rate of endocytosis into cells. There is clearly a need for better in vitro testing methods and a broad selection of both cell lines and media conditions to better mimic in vivo conditions, as the nanoparticles are highly susceptible to subtle changes in their immediate aqueous environment.
Table 3: IC50 values using an MTT assay for 40 nm silver nanoparticles with different surface coatings in two cell lines after 72 h and are reported in μg silver/mL in media supplemented with human serum compared to media supplemented with fetal bovine serum which has been previously reported [28]. For AgNO3 the IC50 value is reported in μmoles/L.
Sample |
In HS |
In FBS |
||
HepG2 |
SH-SY5Y |
HepG2 |
SH-SY5Y |
|
40 nm citrate |
0.8 ± 0.2 |
1.2 ± 0.3 | 1.8 ± 0.2 |
4.2 ± 0.3 |
40 nm PVP |
0.9 ± 0.2 |
1.7 ± 0.2 | 1.8 ± 0.2 |
1.7 ± 0.2 |
40 nm BPEI |
0.9 ± 0.3 |
0.5 ± 0.2 | 1.3 ± 0.2 |
2.5 ± 0.2 |
40 nm PEG |
1.0 ± 0.3 |
5.0 ± 0.4 |
1.6 ± 0.2 |
1.8 ± 0.2 |
40 nm lipoic acid |
1.6 ± 0.3 |
1.3 ± 0.3 |
1.2 ± 0.2 |
1.6 ± 0.2 |
AgNO3 |
3.5 (0.2) |
4.8 (0.3) |
3.7 (0.2) |
3.2 (0.2) |
Uptake of AgNPs by Cells
We next sought to determine if the changes in cytotoxicity data with media with HS could be correlated to changes in particle uptake that may arise from their different stability dynamics that we measured in media with HS (Table 4). In HepG2 cells there is little change in the measured silver in the cells when exposed to the same concentration of PVP, PEG and lipoic acid stabilized particles for the same time in media with HS as with FBS. This seems to counter the notion that the bioavailability of these particles is changing. For the BPEI particle, there is a small increase in the amount of measured silver, and for the citrate particles, a considerable decrease. For the citrate stabilized particles this is particularly odd as the decrease in uptake correlates with an increase in toxicity as opposed to the opposite as we expected. Centrifugation of the media was performed to attempt to measure changes in dissolved silver in the media by removing the particles and proteins in the media, but this did not indicate any difference in dissolved silver content between FBS and HS media; however, it is possible that the dissolved silver is more bio-available through coordination to species unique to HS that enhance their cytotoxicity. This argument, however, is countered by the fact that cytotoxicity of silver nitrate does not change in media with HS against HepG2 cells and the IC50 actually increases against SH-SY5Y cells compared to the IC50 values measured in media with FBS. It is clear that further investigation in required to understand why lower accumulated doses of silver under these exposure conditions are resulting in an increase in the measured cytotoxicity.
Table 4: Metal uptake analysis was performed on cell pellets treated with 40 nm silver nanoparticles with different coatings for 24 h in media supplemented with human serum compared to media supplemented with fetal bovine serum which have been previously reported [28]. Values reported are in ng silver/106 cells.
Sample |
In HS |
In FBS |
||
HepG2 |
SH-SY5Y |
HepG2 |
SH-SY5Y |
|
40 nm citrate |
12 ± 2 |
3 ± 1 |
40 ± 6 |
63 ± 8 |
40 nm PVP |
30 ± 3 |
3 ± 1 |
43 ± 7 |
28 ± 6 |
40 nm BPEI |
55 ± 6 |
221 ± 10 |
32 ± 5 |
190 ± 10 |
40 nm PEG |
31 ± 3 |
3 ± 1 |
30 ± 5 |
170 ± 10 |
40 nm lipoic acid |
35 ± 4 |
7 ± 2 |
31 ± 5 |
25 ± 6 |
In SH-SY5Y cells, there is nearly an order of magnitude less silver measured in the cells when using media with HS compared to media with FBS. In the case of BPEI, the silver content is much higher, however, this appears to arise from precipitated large agglomerates that could not be separated from the harvested cells, even with repeated washes, and as such should not be counted as an intracellular accumulation of silver nanoparticles. Ignoring the data for BPEI then, it is also clear from the SH-SY5Y cell data, that there is not a direct correlation between cellular uptake and cytotoxicity. The measured value for BPEI coated particles does correlate with a very low IC50 value, and so we cannot say that there is not an increase in uptake that is driving this increase in toxicity, however, observing black particle agglomerates in the cell pellet suggests that the absolute value reported may not be a true reflection of the actual uptake into the cells. To clarify this we are now pursing various microscopic and single cell sorting techniques to quantify the silver content of the cells.
Conclusion
Assessing the safe use of nanoparticles is critical to the successful implementation of particles to the commercial market space. Measurement of silver nanoparticle cytotoxicity has been performed by several groups with mixed outcomes; however, it is clear that if the intended outcome is toxicity to human cells, then measuring particles under conditions that more closely mimic in vivo conditions is important. Changing the serum in cell culture media from FBS to Human male AB serum has a pronounced effect of the stability of silver nanoparticles, their uptake into cells and their cytotoxicity in HepG2 and SH-SY5Y cells. The increased toxicity does not correlate to uptake or to changes in dissolved silver ion content suggesting a more complex relationship between the particles and media components that are driving the cytotoxicity that is measured. As we continue to test nanoparticles for safety, it is critically important that we advance the quality of the in vitro tests performed and focus on building better models of the in vivo environment as any small changes can have a profound impact on the behaviour of nanoparticles and the myriad of interactions that can occur at their surfaces.
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