Abstract
Goraphene derivatives (GD) are currently being evaluated for technological and biomedical applications owing to their unique physico-chemical properties over other carbon allotrope such as carbon nanotubes (CNTs). But, the possible association of their properties with underlying in vitro effects have not fully examined. Here, we assessed the comparative interaction of three GD - graphene oxide (GO), thermally reduced GO (TRGO) and chemically reduced GO (CRGO), which significantly differ in their lateral size and functional groups density, with phenotypically different human lung cells; bronchial epithelial cells (BEAS-2B) and alveolar epithelial cells (A549). The cellular studies demonstrate that GD significantly ineternalize and induce oxidative stress mediated cytotoxicity in both cells. The toxicity intensity was in line with the reduced lateral size and increased functional groups revealed more toxicity potential of TRGO and GO respectively. Further, A549 cells showed more susceptibility than BEAS-2B which reflected cell type dependent differential cellular response. Molecular studies revealed that GD induced differential cell death mechanism which was efficiently prevented by their respective inhibitors. This is prior study to the best of our knowledge involving TRGO for its safety evaluation which provided invaluable information and new opportunities for GD based biomedical applications.
Carbon based nanomaterials (CBNMs) such as fullerene, carbon nanotubes (CNTs) and recently developed graphene have attracted substantial attraction of scientific community due to their wide applications in areas of biomedicine, industrial and nanodevices1. Among them, graphene is endowed with high surface to volume ratio, high mechanical strength, flexible nature and ease of functionalization over other carbon nanoform. Structurally, graphene is two dimensional honey comb lattice possessed single layer of carbon atoms and non-bonded π electron on above and below the layer2,3. Due to these remarkable properties, graphene since their discovery has sparked the vast interest in scientific and engineering community for numerous revolutionary applications.
Despite the potential of graphene in several applications, in unmodified state it suffers from poor dispersible nature, which makes the exploitation of its properties challenging and remain in its infancy4. To overcome this situation, one of the most successful approach is the use of graphene derivatives (GD) such as graphene oxide (GO) and reduced graphene oxide (rGO). Particularly, rGO is generally known as the product of GO reduction either through chemical (chemically reduced graphene oxide, CRGO), thermal (thermally reduced graphene oxide, TRGO) or electrochemical route. GO and rGO showed good dispersibility, stability in physiological environment and abundance of functional groups that opens up a plethora of potential applications exploiting their exciting properties in the field of nanoelectronics5, composite materials6, energy and storage technology7,8, bioimaging and biosensing9,10, drug delivery and cancer therapy11. Based on enormous research and development, 21st century is considered as carbon age and recently GD have been reported to be used as nontoxic and implantable platform for growth of various cultured cells, in regenerative medicines and prosthetic applications12,13,14.
Before embarking on the potential use, a critical evaluation of the biological behavior of NMs is prerequisite to predict their undesirable responses15. Thus, with the expanded uses of GO and rGO, it is also essential to investigate their effects on human health and environment. Apart from, substantial literature on the exponential applications, a limited and moreover contrasting reports are available which represent the GD as a biocompatible material16,17 as well as shown to induce different type of pathology in in vitro and in vivo systems18,19,20,21,22. Based on above reports it is not possible to draw a conclusion regarding their biosafety and safer use in biomedical applications. This discrepancy could be due to the fact that the unique physico-chemical properties of NMs can actively interfere or manipulate biological systems as demonstrate for CNTs23. Thus being from the same family, it is also necessary to develop a hypothesis relating physico-chemical properties of GO and rGO to their biological responses. Particularly, there is dearth of information regarding how the lateral dimension and functional groups of different GD dictate their differential in vitro behavior and also the underlying molecular mechanism is still unknown. Such information is necessary to avoid generalization and description of all GD as being toxic to human and environmental health24.
Thus keeping in view the above scenario, in the present study, we have systematically investigated the in vitro effects of three GD – graphene oxide (GO), thermally reduced GO (TRGO) and chemically reduced GO (CRGO) in human lung alveolar adenocarcinoma cells (A549) and normal human lung bronchial epithelial cells (BEAS-2B) used as pulmonary like cell system. Since, NMs can enter into the body through various routes but the inhalation is most common route during manufacture and processing of NMs in occupational settings25. Thus, the lung cell line treated with GO and rGO may provide the probable scheme regarding occupational exposure of GD. A549 cells are characteristically type II pulmonary epithelial cells whereas BEAS-2B cells are responsible to maintain the mucosal integrity against various particulates. The main aim of this study was to identify the relationship between different physico-chemical properties of GD their induced in vitro effects. As a result we demonstrate a strong correlation between lateral size and functional group density and the ability of GD to interact with cells. Also, we demonstrate the activation of differential cell death pathway with the induction of necroptosis in cancer cells, as a function of severe stress, which can be harnessed to rationally design a nanocarrier for drug delivery and cancer therapy.
Results and Discussion
Synthesis and characterization
To assess the potential effects of GD on two different human lung cells, we have synthesized GO, CRGO and TRGO with varying physico-chemical properties, as shown in Supplementary Fig. S1.
Since, the extensive characterization of NMs is of prime importance during their safety evaluation26 thus, we also employ a combination of analytical and spectroscopic methods to characterize our samples. The primary shapes of GO, CRGO, TRGO were observed from transmission electron microscopy (TEM) images as shown in Fig. 1a. The results revealed that all the samples were planar in shape and reduction of the GO further reduces the dimension of graphitic planes as shown for TRGO and CRGO (Fig. 1a).
Next, the lateral size distribution was obtained by performing a statistical analysis of several TEM images (Fig. 1b). The GO was found to contained large flakes with lateral dimension ranged from 0.2 μm to 0.6 μm. In contrast to this, TRGO and CRGO contained smaller sized flakes. Interestingly, TRGO was having smaller graphite plane ranged from 50 nm to 250 nm compared to CRGO (ranged from 100 nm to 400 nm) that could be due to the sudden exfoliation of graphite sheets and removal of functional groups at higher temperature. Since, for biomedical application the acceptable size limit for GO and rGO is ~50 nm to ~1000 nm and our samples were also in comparable lateral size range27.
It has been reported that NMs often form agglomerates in solutions which can affect their interaction with biological system. Thus, the characterization of our samples in liquid culture medium was carried out using dynamic light scattering (DLS). The hydrodynamic size and zeta potential as measured by DLS are presented in Supplementary Table S1. The DLS analysis showed that all three samples formed stable colloidal dispersion in culture medium compare to Milli-Q water which imparts their good dispersion which is of prime importance for biomedical applications.
The functional group density on the surface of GO, TRGO and CRGO was estimated using Fourier transform infrared (FTIR) spectroscopy as shown in Supplementary Fig. S2. The ATR FTIR Spectra of GO exhibited signature peaks at 3460 cm−1(ʋstr.O-H), 1720 cm−1 (ʋstr.C=O), 1627 cm−1 (ʋbend aromatic C=C, O-H), 1232 cm−1 and 1060 cm−1 (ʋstr. epoxy C-O and alkoxy C-O) which suggested the incorporation of oxygenated groups in the carbon skeleton during the oxidation of graphite. These groups render them hydrophilic in nature and allow further chemical modification useful for various biomedical applications. In contrast, after thermal and chemical reduction of GO most of the functional groups get removed. However, the reduction efficiency was more in TRGO compared to CRGO which showed the ability of thermal reduction to prepare graphene like sheets with high yield.
X-ray diffraction (XRD) spectroscopy is a prime analytical technique used for phase identification. The d002 value of bulk graphite used in earlier studies was found at 3.35 Å (2θ ≈ 26.54°) calculated by Bragg’s law. In GO, the value of d002 was increased from 3.35 Å to 8.42 Å (2θ ≈ 10.5°) which was due to the presence of oxygen containing functional groups (Supplementary Fig. S3). Further, in CRGO the d002 peak was found at ≈26.29° with broad Full Width at Half Maximum (FWHM). This signature d002 peak indicate the reduction of functional groups from GO and increased FWHM shows the reduced size of the graphene layers. In TRGO, the peak position (26.3 Å) was nearly same as that of CRGO, but FWHM was found to be reduced which indicates the higher degree of ordering as compared to CRGO (Supplementary Fig. S3).
Raman spectroscopy was utilized to characterize graphene structure, structural changes during reduction process and number of layers in GO, TRGO and CRGO (Fig. 1c). As synthesized GO showed two well defined characteristics peaks at 1345 cm−1 (D band) and 1595 cm−1 (G band) which corresponds to the structural imperfection, due to the attachment of functional groups and stretching of C-C bonds in graphitic materials28,29 respectively. Interestingly in GO, compared to pristine graphite the intensity of D band and G band was found to up shift which could be attributed to the activation and merging of the Raman inactive D’ band and exfoliation of graphite to single graphene sheets, consistent with the previous results30. In comparison, rGO showed more prominent D band with downshift of G band compared to GO which could be attributed to self healing of graphite consistent with the previous results30,31. In addition, TRGO showed a prominent 2D peak at around 2700 cm−1 which originates from a two phonons double resonance Raman process with very less intense D peak (Fig. 1c). Previously, it has been reported that by the analysis of shape, width and position of 2D peak, the layer number in graphene may be distinguished32. In our rGO sample, the position and shape of 2D peak suggest the formation of few layer (3 to 4 layer) graphene after the thermal and chemical reduction of GO. Furthermore, the Id/Ig ratio in GO spectrum is higher than CRGO confirming GO is the highly disordered structure because of the insertion of functionalities. For TRGO, very less intense D band was found in Raman spectrum pointing towards the relatively defect less structure. CRGO always have some residual functionalities as it does not get fully reduced, hence the presence of few defects (Fig. 1c).
Scanning electron microscopic images also elucidated the difference in the morphology of the tested GD. The GO was found to contain wrinkled surface and stacked sheet appearance compared to TRGO and CRGO (Supplementary Fig. S4). In contrast, well exfoliated and crumpled sheets were observed in rGO sample which is a common feature of the oxidation and reduction process33,34. The rGO samples (TRGO and CRGO) mainly consist of single or few layers as suggested by the SEM image (Supplementary Fig. S4). Moreover, sheets of micron sized lateral dimensions were present in CRGO sample which appeared to be wrinkled due to their thin structure and chemical tearing.
The X-ray photoelectron spectroscopy (XPS) analysis was carried out for the assessment of type and functional groups level on GD. The carbon to oxygen ratio (C/O) is a widely accepted criterion for the evaluation of reduction process. The XPS C1s core spectra was recorded for each sample which was fitted for the analysis of aromatic rings and hydrogenated carbon (C=C/C-C, C-H, 284.6–284.9 eV), epoxy groups (C-O-C, 286.9 eV), carbonyl groups (C=O, 288.2 eV) and carboxyl groups [C=O(OH), 289.3 eV]. Spectra showed a significant difference in the amount of above groups between three tested GD which analogized our FTIR results. According to the XPS survey scan, the C/O ratio was found to be in the order of TRGO > CRGO > GO which verified the successful reduction of GO with restoration of graphene structure, in particular TRGO sample (Supplementary Fig. S5). Further, C1s peak were deconvoluted using Gaussian-Lorentzian functions after Shirley background correction according to previous studies33. In GO sample, most of the carbon atoms found to have sp3 hybridization while in rGO most of the sp2 bonds recover. However, this recovery was more prominent in TRGO compared to CRGO which was in agreement to our Raman spectra showing the successful restoration of graphene structure after thermal reduction of GO (Fig. 1d).
In addition, atomic force microscopic (AFM) images showed a homogenous dispersion of each sample deposited by spin-coating of a dilute GD dispersion on silicon wafer (Supplementary Fig. S6). Similar to TEM, GO nano-sheets with lateral dimensions ranged from nm to hundred of micron were found to be distributed onto silicon surface. Thickness of GO sheet is given by height profile and found to be nearly 1 nm which was due to the presence of functional groups. In TRGO, the thickness of sheets was found to be nearly 0.5 nm whereas in CRGO it was 0.89 nm.
Taken together, these results demonstrated the successful synthesis of GO TRGO and CRGO with significant differences in their physico-chemical properties, especially in lateral size and functional groups density.
Cytotoxic effect of GO, TRGO and CRGO in A549 and BEAS-2B cells
To observe the in vitro behaviour of GD, first of all in our study, A549 and BEAS-2B cells were exposed to 1–100 μg/ml concentrations and their cellular viability was determined using MTT assay over 48 h. The results demonstrated a significant reduction in viability of both cells upon GO and TRGO exposure with less effect in CRGO exposed cells which represents that these materials are toxic within the exposure range (Fig. 2). Interestingly, the effect was more pronounced in A549 cells (Fig. 2a) compared to BEAS-2B (Fig. 2b) cells upon exposure of GD. As expected this reduction was more prominent after 48 h exposure than the corresponding 24 h.
In our study, TRGO was found to induce more reduction in viability compared to GO and CRGO which is in agreement to the size dependent toxicity of CBNMs34. However, in such studies TRGO was not included than in our study thus aid more information regarding differential behaviour of GD. Since, GO contain more functional groups thus have a greater potential of cellular interaction compared to more biologically inert CRGO. Therefore, approximately same sizes GO is more toxic than CRGO which showed the role of functional groups towards biological interaction Overall, our cellular viability data demonstrated a different behaviour of GD based on physico-chemical properties with small lateral dimension and more functional groups induced more effects.
ROS generation potential of GO, TRGO and CRGO
As oxidative stress has been proposed as a key event in NMs induced toxicity15. Therefore to address the mechanism of cytotoxicity, we also assessed the oxidative stress potential of tested GD in A549 and BEAS-2B cells. Similar to the above viability results, the cellular oxidative stress manifested by elevated ROS levels and reduced GSH level was found to be significant in TRGO exposed and especially in A549 cells (Fig. 3 and Supplementary Fig. S7). In fact, CRGO leads to negligible alteration in ROS and cellular GSH level which could be the explanation of their less viability reduction potential. In addition, the inverse correlation between the viability decline and ROS elevation further indicated that oxidative stress was probably a key route by which GD induced damage to cells. Besides, in the presence of N-Acetyl-L-Cysteine (NAC) the ROS level was found to get attenuated in GD exposed cells. Taken together, these results suggested that the GO and TRGO might lead to the oxidative stress via the increased level of ROS production and decrease in antioxidant enzymes levels by the cell self-protection.
Genotoxicity potential of GO, TRGO and CRGO
It has been reported that excessive production of ROS can induce genomic instability which may further affect the cellular homeostasis by inducing mutation, tumorigenesis and subsequently cell death35. Thus, due to the presence of excessive ROS in our study we also assessed the micronucleus (MN) formation in GO, TRGO and CRGO exposed cells by flow cytometry based method after 3 h and 6 h of exposure. A significant increase in MN number was found after GO and TRGO exposure in both cells as shown in Fig. 4. Similarly to the previous results, CRGO induce negligible increase in MN number and A549 cells showed more pronounced effect compared to BEAS-2B (Fig. 4, upper panel). In particular, TRGO was found to exert more effect which suggests that excessive ROS production in TRGO exposed cells lead to more DNA damage compared to other two GD. Our results are in accordance to the previous results which showed the genotoxicity potential of CBNMs36,37. These observations further support our viability and oxidative stress data which showing the increased alteration in cellular processes of TRGO exposed cells compared to GO and CRGO.
Analysis of cell death mode in GO, TRGO and CRGO exposed cells
It has been evident that induction of oxidative stress by NMs may lead to cell death15,38,39,40 via the activation of inflammation signalling and cell death pathways41,42. ROS are highly reactive which can damage the cellular vital organs. Importantly, any impairment in mitochondrial functions could also significantly enhance the amount of ROS thus the effect of GD on mitochondrial integrity was investigated using JC-1 dye and TEM analysis. Consistently with the above results, a significant decrease in green to red fluorescence intensity (marker of decline in mitochondrial membrane potential) was found in both cells (Fig. 5a). In particular, TRGO induced more decline especially in A549 cells (Fig. 5a, upper panel). In addition, TEM analysis also revealed swollen and hollow mitochondria in GO and TRGO exposed cells with more effect in TRGO exposed A549 cells compared to elongated mitochondria in control cells showing the alteration of mitochondrial homeostasis upon exposure to GD (Fig. 5b).
Further, the Annexin V/PI staining explicitly demonstrated the induction of differential cell death pathway depending upon the cellular phenotype. Interestingly, there was a significant increase in necrotic cell population (Annexin V−/PI+ cells) in A549 cells (Fig. 6a, upper panel) whereas BEAS-2B cells showed increase in apoptotic cell population (Annexin V+/PI−) upon exposure to GO and TRGO (Fig. 6a, lower panel). In accordance to the above viability and oxidative stress results, the observed effect was more pronounced in TRGO exposed cells and is well correlated with small size and functional groups density on the GD surface. In addition to this, TEM photomicrographs further confirms the differential cell death activation in A549 as well as BEAS-2B upon the exposure of GD (Fig. 6b). Taken together the results on viability, oxidative stress and cell death pathway, it could be hypothesized that the GD induced adverse effects is largely depend upon the physico-chemical properties such as lateral dimension, functional groups, sharp edges which induced distinct cell death mechanism.
In the recent studies it has been prove that necrosis can also be a regulated form of cell death as apoptosis which can be assessed by the use of Nec-143,44. Interestingly here, the application of Nec-1 significantly decrease the necrotic cells population in TRGO exposed A549 cells suggesting the activation of regulated necrosis (Fig. 6c). However Nec-1 does not shown any effects towards the cell death induced in BEAS-2B cells. Further, cell death in BEAS-2B was significantly reversed by the use of Q-Vd-Oph (a potent inhibitor of caspases) which proved the involvement of caspases induced apoptotic cell death in BEAS-2B cells (Fig. 6d).
Next, the activation of differential cell death was also confirmed by assessing the effect of Nec-1 and Q-Vd-Oph on cellular viability of A549 and BEAS-2B, respectively. A significant attenuation in the viability reduction was found with the pre treatment of Nec-1 to A549 (Fig. 6e) whereas Q-Vd-Oph to BEAS-2B (Fig. 6f) prior to GO and TRGO exposure. Thus the combined results showed the activation of differential cell death pathway after exposure of GD which largely depends upon the cell type used.
Analysis of cell interaction with GO and TRGO
Since significant differences have been evidenced between A549 and BEAS-2B cells responses to our GD samples, including the diverse impact of GO, TRGO on cellular viability, oxidative stress generation and cell death. These effects could be accounted for their differential interaction with cells and to possibly identify the underlying mechanism, we studied the interaction of cells with GD and their subsequent cellular internalization using flow cytometry and TEM.
To address this issue, first of all the flow cytometry based cellular uptake analysis of GO, TRGO and CRGO in both cells was carried out. A significant concentration and time dependent increase in the SSC intensity (marker of cellular granularity) of both cells exposed to GO and TRGO was found (Fig. 7a). In particular, TRGO significantly internalized more as compared to the other two GD in both cells. The order of GD internalization was TRGO > GO > CRGO and A549 > BEAS-2B (Fig. 7a). This difference in internalization can be attributed to the different physico-chemical properties of GD and different characteristic of cancerous cells than normal cells. Previously, it has been reported that GD mainly enters into the cells by endocytosis/phagocytosis depending upon their interaction with cellular membrane45. Since the phagocytic activity of cancer cells (A549) is greater than normal cells (BEAS-2B) and TRGO have small lateral dimension and more sharp corners than CRGO and GO. Thus, the observed more internalization in A549 cells and in particular TRGO exposed cells could be attributed to the above properties (Fig. 7a, upper panel). Further, GO compared to CRGO have more functional groups which could provide them a greater potential to interact with cellular membrane thus leading to increased internalization than CRGO.
In addition, TEM analysis also demonstrates the presence of GO and TRGO inside both cells (Fig. 7b). In particular, TRGO was found to be packed inside endocytic/phagocytic vesicles compared to GO. Interestingly, these vesicles were more prominent in A549 compared to BEAS-2B cells which could be due to more phagocytic activity of A549 cells. Further, there was more obvious disruption of cytoplasm structure in A549 compared to BEAS-2B cells with the damage to cellular membrane. Including this, both materials were found to be present inside the cytoplasm, mitochondria and more importantly in the nucleus which could be attributed to their genotoxicity potential (Fig. 7b).
In the milieu of the possible internalization mechanism identification, TEM analysis suggest the involvement of phagocytic internalization pathway for TRGO whereas passive disruption mechanism for GO. Owing to the small size, TRGO was efficiently taken up by the cells which caused the formation of vesicle whereas due to large size, GO parallel arranged to the cellular membrane, pierce it and then enter into the intracellular compartment (Supplementary Fig. S9). Our results are in accordance to the previous computer simulation study involving artificial membrane which suggested the translocation of large graphene sheets inside membrane via penetration compared to small sheets46. Including this, the presences of negatively charged groups on the surface of GO provide a strong electrostatic interaction between GO sheets and membrane leading to close interaction and provoke a physical damage which could be accounted for their presence in the cell cytoplasm47,48.
These results together suggest the role of lateral dimension, functional groups as well as cellular phenotypes towards differential uptake of GD. Thus considering these effects, the increased effect of TRGO on cellular viability, oxidative stress, genotoxicity and cell death could be accounted for their more internalization compared to GO and CRGO.
Molecular analysis of cell death pathway in GD exposed cells
The molecular machinery of apoptosis has been widely explored whereas the underlying mechanism of necroptosis remains poorly understood. Recent studies have shown that receptor interaction protein kinase-1 (RIP-1), receptor interaction protein kinase-3 (RIP-3) and mixed lineage kinase linkage (MLKL) played a crucial role in the induction of necroptosis49,50. Thus, in order to determine the specific pathway, western blot analysis of various apoptotic and necroptotic proteins in GD exposed A549 and BEAS-2B cells lysate was carried out. As shown in Fig. 8, there was a significant increase in RIP-1, RIP-3 and MLKL proteins level showing the induction of necroptotic cell death pathway in A549 cells (Fig. 8a) whereas in BEAS-2B cells there was a significant increase in BAX: Bcl-2 ratio, cleaved caspase 3, cytosolic Cyt. C and Apaf-1 (Fig. 8c,e) after 24 h exposure which confirms the activation of apoptosis. However, in presence of respective inhibitors i.e. Nec-1 (necroptosis) and Q-Vd-Oph (apoptosis), proteins level related to the specific pathways were found to be altered (Fig. 8g,i). Thus these results confirm the involvement of differential cell death pathways in TRGO exposed BEAS-2B and A549 cells. Further, caspase 8 was found to play a central role in mediating the differential cell death pathway. As shown in Fig. 8a the expression level of caspase 8 was found to be down regulated in A549 cells which further increased the expression level of necroptosis protein. In contrast to this, the expression level of caspase 8 in BEAS-2B was found to up regulate (Fig. 8c) which simultaneously increases the expression level of pro-apoptotic protein after 24 h exposure of TRGO.
Role of oxidative stress in GD induced cellular demise
Recent studies have shown that over production of ROS due to NMs exposure can leads to initiation of cell death pathways in the exposed cells15,39. Therefore, we also explored the possible role of ROS in GD induced cell death by the application of NAC. It was found that NAC have significant effect over the expression level of various apoptotic and necroptotic cell death pathways proteins (Supplementary Fig. S10a). Including this, NAC also attenuate the viability reduction after the GD exposure in A549 and BEAS-2B cells (Supplementary Fig. S10c). Taken together, these data clearly indicate that ROS generation plays an important role in the induction of apoptotic and necroptotic cell death pathways in A549 and BEAS-2B cells respectively after the exposure of GD.
Conclusion
In this study we highlight the role of physico-chemical properties of GD towards their differential in vitro behaviour in human lung (normal as well as cancer) cells. It is of paramount interest to assess such effect to avoid the generalization in GD based research. We demonstrate that the lateral size and functional groups density is very likely responsible for the differential behaviour of GD in human lung cells. The effects observed suggest that TRGO had major effect on cellular viability, oxidative stress, genotoxicity and cell death compared to CRGO and GO owing to its small lateral dimension, sharp corners which facilitate its increased cellular uptake. Including this, the presence of functional groups on GO provides them a major affinity towards cell membrane which lead to increased effect than CRGO. Along this, A549 cells are found to be more susceptible to these changes in cellular machinery compared to BEAS-2B cells with differential cell death mechanism. The observed changes in cell machinery were also found to be correlated with the overproduction of ROS in both cell lines.
The study underscores the importance of physico-chemical properties characterization especially lateral size and functional groups of GD during their bioactivity assessment. Since the adverse effect of TRGO was not studied till now thus our study adds more knowledge about the relationship between physico-chemical properties of GD with their adverse effects. Also, the different behaviour of GD with two type of cells further suggest the tuning and exploitation of such properties for new therapeutic strategies based on specific cellular interactions. However, further studies with the incorporation of more cell lines are necessary to confirm this scenario. In particular in our study, necroptosis was found in cancer cells with the activation of apoptosis in normal cells which could be the result of excessive stress induced by GD in cancer cells. This phenomenon can be used to overcome the cancer cells ability to evade programmed cell death and can open the new way for graphene based cancer therapy.
Methods
Synthesis of GO, TRGO and CRGO
Graphene Oxide (GO): GO was prepared by modified Hummers method51. In this process, graphite powder (1 g) and sodium nitrate (NaNO3, 1 g) were dissolved in H2SO4 (46 ml) in an ice bath. Thereafter, KMnO4 (6 g) flakes was slowly added to the above mixture under stirring until this solution becomes dark green. The solution was then transferred to 35 ± 5 °C water bath and kept on vigorous stirring for about an hour till the consistency resembles a thick paste. Further, Milli-Q water (96 ml) was added, and the solution was stirred for 30 min at 90 ± 5 °C. To this solution, Milli-Q water (200 ml) was added followed by the slow addition of H2O2 (30%, 6 ml), turning the colour of the solution from dark brown to yellow. The warm solution was then filtered and washed with Milli-Q (200 ml) water. The filter cake was thereafter dispersed in Milli-Q water by mechanical agitation and centrifuged for 3–5 times at low (2000 rpm) & high (8000 rpm) speed for 2 min & 15 min respectively and repeated until the supernatant attains neutral pH. The final sediment was termed as GO.
Thermally reduced GO (TRGO): As prepared GO was subjected to thermal treatment at 1000 °C for 10 s to give TRGO.
Chemically reduced GO (CRGO): The chemical reduction of GO to make CRGO was done by mixing aqueous solution of GO and hydrazine hydrate in ratio 10:7 under stirring condition. The mixture was kept for 1 h at 95 °C to produce the CRGO.
Characterization of GO, TRGO and CRGO
Preparation of suspension: For the characterization purpose, stock suspensions (150 μg/ml) of GO, TRGO, CRGO were prepared by re-suspending them in Milli-Q, DMEM F-12 and RPMI culture medium. To reduce the agglomeration, suspension was subjected to probe sonication (Sonics Vibra cell, Sonics & Material Inc., New Town, CT, USA) at 30 W for total 10 min (2.5 min pulse on and 1 min pulse off for 4 times) and allowed to cool. Further different concentrations ranging from 1–100 μg/ml were prepared using the stock solution (150 μg ml−1).
Transmission electron microscopy (TEM): Samples for TEM analysis were prepared by drop-coating of GO, TRGO and CRGO at a concentration of 50 μg/ml on carbon-coated copper TEM grids. The grids were allowed to dry prior to measurement. TEM measurements were performed at an accelerating voltage of 120 kV on a TecnaiTM G2 spirit (FEI, Netherland) instrument.
Dynamic Light Scattering (DLS): The average hydrodynamic size, size distribution and zeta potential of GO, TRGO and CRGO in solutions were determined by dynamic light scattering and phase analysis light scattering respectively using a Zetasizer Nano-ZS equipped with 4.0 mW, 633 nm laser (Model ZEN3600, Malvern instruments Ltd., Malvern, UK).
Fourier Transform Infrared Spectroscopy (FTIR): FTIR analysis of GD has been performed with the scan range 400–3800 cm−1 at the resolution of 8 cm−1 using Nicolet 5700 FTIR spectrometer.
X-Ray diffraction analysis (XRD): Powder X-ray diffraction of GO, TRGO and CRGO has been done using Bruker D8 Advance X-Ray diffractometer using Cu Kα radiation (λ = 1.541 A°).
Raman spectroscopy: Raman spectra were recorded by using Raman spectrophotometer (EVA) at a wavelength of 514 nm.
Scanning electron microscopy: SEM analysis was carried out for the surface morphological analysis of GO, TRGO and CRGO. Briefly, a small amount of powder sample was put on carbon tape, sputter coated with gold and visualized at an accelerating voltage of 30 kV on a FEI Quanta FEG 450 field emission scanning electron microscope with EDAX (FEI, Netherland) instrument.
Atomic Force Microscopy (AFM): AFM analysis was carried out to assess the size and thickness of GO, TRGO and CRGO. Briefly, Aqueous solution of GD was spin coated on nearly 12 mm square surface of argon plasma cleaned silicon dioxide. Imaging was performed using AFM Multimode-V, Veeco in tapping mode.
X-ray photoelectron spectroscopy (XPS): XPS measurements were performed using PHI 5000 Versa Prob II, FEI Inc. spectrometer using nonmonochromatic Al Kα radiation (1486.6 eV). XPSPEAK41 software with a Gaussian−Lorentzian line shape was used for the deconvolution of individual spectral peaks.
Cell culture and exposure
Human lung alveolar adenocarcinoma (A549) cells and normal human lung bronchial epithelial (BEAS-2B) cells were used in this study as in vitro models. A549 cells were procured from American type cell culture (ATCC), Carlsbad, USA and cultured in DMEM F-12 culture medium (Invitrogen, Carlsbad, CA, USA), supplemented with 10% heat in-activated foetal bovine serum (FBS), 0.2% sodium bicarbonate and antibiotic antimycotic solution (10 ml/L), at 37 °C under a humidified atmosphere of 5% CO2.
BEAS-2B cells were also obtained from American type cell culture (ATCC), Carlsbad, USA and maintained in BEGM bullet kit (Lonza Clonetics Corporation, Switzerland). Prior to 24 h of treatment, BEAS-2B cells were cultured in RPMI-1640 medium supplemented with 10% FBS, 0.2% sodium bicarbonate and antibiotic antimycotic solution (10 ml/L) at 37 °C under a humidified atmosphere of 5% CO2.
At 80–90% confluency, both cells were harvested using 0.25% trypsin-EDTA solution and were sub cultured into 96 well plate, 12 well plate, 6 well plates, and 75 cm2 culture flask according to the requirement of experiment. Prior to treatment, cells were allowed to attach the culture surface for 22 h for A549 and 24 h for BEAS-2B and then exposed to varying concentrations (1–100 μg/ml) of GD (as prepared in preparation section) for different time points according to the need of experiment. In each experiment cells without nanoparticles were used as a control.
Cytotoxicity assessment
MTT assay: Viability of A549 and BEAS-2B cells exposed to GO, TRGO and CRGO for the time period of 3 h–48 h were evaluated by MTT (3-[4,5-dimethylthiazol-2-yl]-2,5-diphenyltetrazolium bromide) assay according to the defined protocol52. Briefly, cells at a density of 104 cells/100 μl/well were cultured in 96 well plate and exposed to 1–100 μg/ml concentration of GD for indicated time period. After exposure, cells were incubated with MTT dye for 3 h and resultant formazan crystals were dissolved in DMSO. Absorbance was taken at 570 nm using SYNERGY-HT multiwell plate reader, Bio-Tek (USA) with KC-4 software.
Cellular internalization assessment
Flow cytometry based cellular uptake analysis: Flow cytometry based GD internalization assessment in cultured cells was carried out according to the defined protocol53. According to this method, increase in the intensity of side scattered (SSC) light with constant intensity of forward scattered (FSC) light in exposed cells is the remark of cellular uptake of NMs in cell. In brief, 1 × 105 cells/ml/well were seeded in 12 well culture plate and exposed to varying concentrations (1–100 μg/ml) of GD for 24 h and 48 h. After completion of exposure time, cells were harvested using 0.25% trypsin and centrifuged at 1000 rpm for 10 min. Supernatant was discarded and the pellet was re-suspended in 1X PBS (500 μl). Acquisition and analysis was made using flow cytometer equipped with 488 nm laser (FACS CantoTM II, BD Biosciences, San Jose, CA, USA) instrument.
TEM analysis: Ultrathin section of cells exposed to different GD (GO, TRGO and CRGO) were analysed using TEM for cellular internalization. Briefly, cells were fixed, embedded and thin sections were cut, stained, analysed using TecnaiTM G2 spirit (FEI, Netherland) instrument at an accelerating voltage of 80 kV.
Measurement of intracellular reactive oxygen species generation
The intracellular ROS generation was measured by method of Wan et al.54 and modified by Wilson et al.55 using 2, 7 dichlorofluorescein diacetate (DCFDA) dye. Briefly, cells (1 × 104 cells/100 μl/well) were seeded in 96-well black bottom plate and exposed to varying concentration (1–100 μg/ml) of GD for 3 h, 6 h and 24 h. After completion of exposure time, medium was aspirated and cells were washed twice with cold 1X PBS. Thereafter, 1X PBS (100 μl) containing DCFDA dye (20 μM) was added to each well. The plate was incubated for 30 min at 37 °C and then DCFDA was discarded. Then 1X PBS (200 μl) was added to each well and fluorescence intensity was measured in a SYNERGY-HT multiwell plate reader, Bio-Tek, USA using KC-4 software at excitation and emission wavelengths of 485 nm and 528 nm, respectively.
Oxidative stress markers analysis
Cells were cultured in T-75 cm2 culture flasks at a final density of 6 × 106 cells/flask and exposed to the GO, TRGO and CRGO for 3 h and 6 h. After exposure, the cells were washed twice and then scrapped on ice using 1X PBS. The cells were centrifuged at 1200 rpm for 10 min and the pellet was re-suspended in cell lysis buffer to obtain cell lysate. Protein content was measured by Bradford method56 using BSA as standard.
Glutathione measurement: GSH content was measured in lysate according to the method of Ellman57 and expressed as μmole/mg of protein.
Mitochondrial membrane potential (MMP) analysis using lipophilic fluorochrome
For the MMP analysis, fluorescence intensity of lipophilic cationic JC-1 (5,5′, 6,6′-tetrachloro-1, 1′3′3′-tetraethylbenzimidazolecarbocyanine iodide) dye was used as a reporter. This dye has dual fluorescence nature and upon induction of loss in MMP, fluorescence of this dye changes from red to green. Briefly, 1 × 105 cells/well were exposed to 1–100 μg/ml concentration of GD for 24 h, washed with 1X PBS and incubated with JC-1 (10 μM) dye in culture medium for 15 min at 37 °C. Then cells were again washed and re-suspended in 1X PBS (400 μl). The cells were analyzed for red and green fluorescence in a BD FACS Canto II flow cytometer (BD Biosciences, San Jose, CA, USA) coupled with 485 nm wavelength excitation filter and 590 nm wavelength emission filters.
Determination of mode of cell death (apoptosis/necrosis) in exposed cells
Apoptosis kit (FITC Annexin V Apoptosis detection Kit, BD Biosciences, USA) was employed to detect apoptotic and necrotic cells after exposure of GO, TRGO and CRGO. The manual of the kit was strictly followed. Briefly, 1 × 105 cells/ml/well were plated in the 12-well culture plate and incubated with different concentrations (1–100 μg/ml) of GD for 24 h. Upon completion of exposure time, cells were harvested and washed twice with cold 1X PBS, re-suspended in 1X binding buffer (0.1 ml) containing FITC-Annexin V (5 μl) and PI (5 μl) and kept at room temperature in dark. After 10 min of incubation, 1X binding buffer (0.4 ml) was further added to each sample and analyzed using flow cytometer (FACS CantoTM II, BD BioSciences, San Jose, CA, USA).
Cell cycle progression analysis
A549 and BEAS-2B cells treated with different concentrations (1–100 μg/ml) of GO, TRGO and CRGO for 24 h were subjected to flow cytometry for the analysis of cell cycle perturbation upon exposure. Detailed protocol for sample preparation and analysis are given in the Supplementary information (SI method section 1).
Genotoxicity potential of GO, TRGO and CRGO
Flow Cytometric analysis of micronucleus formation (MN) in GO, TRGO and CRGO exposed A549 and BEAS-2B cells was done according to the previous method58. Detailed protocol for sample preparation and analysis are given in the Supplementary information (SI method section 2).
Western Blot Analysis
A549 and BEAS-2B cells were cultured and exposed to 1–100 μg/ml concentrations of GO, TRGO and CRGO for 24 h time period. After completion, cellular lysate was subjected to SDS PAGE for the expression level analysis of various protein related to necroptosis and apoptosis. Detailed protocol for sample preparation and analysis are given in the Supplementary information (SI method section 3).
Statistical analysis
Results were expressed as mean ± SEM of three independent experiments and data were analyzed using one way analysis of variance (ANOVA) with Dunnet post hoc test to determine significance relative to control. In all cases, p < 0.05 was considered significant.
Additional Information
How to cite this article: Mittal, S. et al. Physico-chemical properties based differential toxicity of graphene oxide/reduced graphene oxide in human lung cells mediated through oxidative stress. Sci. Rep. 6, 39548; doi: 10.1038/srep39548 (2016).
Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Material
Acknowledgments
The authors gratefully acknowledge the funding from CSIR, New Delhi for the EMPOWER scheme (OLP-06) and network project NanoSHE (BSC-0112); SM thanks University Grant Commission (UGC), New Delhi for the award of Senior Research Fellowship. The authors would like to thank Dr. P.N. Saxena, Mr. Jai Shanker and Ms. Nidhi Arjaria for technical assistance during SEM and TEM work.
Footnotes
Author Contributions S.M. and A.K.P. conceived the hypothesis and designed the study. S.M. performed the experiments and analyzed the data. V.K. and R.P. synthesized the nanomaterials. S.M., A.K.P., V.K. and R.P. wrote the manuscript. N.D. performed FTIR analysis. L.K.S.C. performed TEM analysis. All authors reviewed the manuscript.
References
- Georgakilas V., Perman J. A., Tucek J. & Zboril R. Broad family of carbon nanoallotropes: classification, chemistry, and applications of fullerenes, carbon dots, nanotubes, graphene, nanodiamonds, and combined superstructures. Chem Rev 115, 4744–4822 (2015). [DOI] [PubMed] [Google Scholar]
- Novoselov K. S. et al. Electric field effect in atomically thin carbon films. Science 306, 666–669 (2004). [DOI] [PubMed] [Google Scholar]
- Geim A. K. Graphene: status and prospects. Science 324, 1530–1534 (2009). [DOI] [PubMed] [Google Scholar]
- Hernandez Y. et al. High-yield production of graphene by liquid-phase exfoliation of graphite. Nat Nanotechnol 3, 563–568 (2008). [DOI] [PubMed] [Google Scholar]
- Palacios T. Graphene electronics: thinking outside the silicon box. Nat Nanotechnol 6, 464–465 (2011). [DOI] [PubMed] [Google Scholar]
- Bai J. et al. Nitrogen-doped graphene as catalysts and catalyst supports for oxygen reduction in both acidic and alkaline solutions. Int J Hydrogen Energ 38, 1413–1418 (2013). [Google Scholar]
- Zhao B. et al. Supercapacitor performances of thermally reduced graphene oxide. J Power Sources 198, 423–427 (2012). [Google Scholar]
- Krishnan D. et al. Energetic graphene oxide: challenges and opportunities. Nano Today 7, 137–152 (2012). [Google Scholar]
- Cui Y., Kim S. N., Naik R. R. & McAlpine M. C. Biomimetic peptide nanosensors. Accounts Chem Res 45, 696–704 (2012). [DOI] [PubMed] [Google Scholar]
- Sun X. et al. Nano-graphene oxide for cellular imaging and drug delivery. Nano Res 1, 203–212 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang L., Xia J., Zhao Q., Liu L. & Zhang Z. Functional graphene oxide as a nanocarrier for controlled loading and targeted delivery of mixed anticancer drugs. Small 6, 537–544 (2010). [DOI] [PubMed] [Google Scholar]
- Rao C. N. R., Sood A. K., Subrahmanyam K. S. & Govindaraj A. Graphene: the new two‐dimensional nanomaterial. Angew Chem Int Edit 48, 7752–7777 (2009). [DOI] [PubMed] [Google Scholar]
- Mao H. Y. et al. Graphene: promises, facts, opportunities, and challenges in nanomedicine. Chem Rev 113, 3407–3424 (2013). [DOI] [PubMed] [Google Scholar]
- Novoselov K. S. et al. A roadmap for graphene. Nature 490, 192–200 (2012). [DOI] [PubMed] [Google Scholar]
- Nel A., Xia T., Mädler L. & Li N. Toxic potential of materials at the nanolevel. Science 311, 622–627 (2006). [DOI] [PubMed] [Google Scholar]
- Sasidharan A. et al. Hemocompatibility and macrophage response of pristine and functionalized graphene. Small 8, 1251–1263 (2012). [DOI] [PubMed] [Google Scholar]
- Wojtoniszak M. et al. Synthesis, dispersion, and cytocompatibility of graphene oxide and reduced graphene oxide. Colloids Surface B 89, 79–85 (2012). [DOI] [PubMed] [Google Scholar]
- Singh S. K. et al. Thrombus inducing property of atomically thin graphene oxide sheets. ACS Nano 5, 4987–4996 (2011). [DOI] [PubMed] [Google Scholar]
- Sasidharan A. et al. Differential nano-bio interactions and toxicity effects of pristine versus functionalized graphene. Nanoscale 3, 2461–2464 (2011). [DOI] [PubMed] [Google Scholar]
- Schinwald A., Murphy F. A., Jones A., MacNee W. & Donaldson K. Graphene-based nanoplatelets: a new risk to the respiratory system as a consequence of their unusual aerodynamic properties. ACS Nano 6, 736–746 (2012). [DOI] [PubMed] [Google Scholar]
- Sawosz E. et al. Toxicity of pristine graphene in experiments in a chicken embryo model. Int J Nanomedicine 9, 3913 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen L. et al. Toxicity of graphene oxide and multi-walled carbon nanotubes against human cells and zebrafish. Sci China Chem 55, 2209–2216 (2012). [Google Scholar]
- Kostarelos K., Bianco A. & Prato M. Promises, facts and challenges for carbon nanotubes in imaging and therapeutics. Nat Nanotechnol 4, 627–633 (2009). [DOI] [PubMed] [Google Scholar]
- Bianco A. Graphene: safe or toxic? The two faces of the medal. Angew Chem Int Edit 52, 4986–4997 (2013). [DOI] [PubMed] [Google Scholar]
- Han Y. et al. Different inhibitory effect and mechanism of hydroxyapatite nanoparticles on normal cells and cancer cells in vitro and in vivo. Sci Rep 4 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ekstrand-Hammarström B. et al. Human primary bronchial epithelial cells respond differently to titanium dioxide nanoparticles than the lung epithelial cell lines A549 and BEAS-2B. Nanotoxicology 6, 623–634 (2012). [DOI] [PubMed] [Google Scholar]
- Oberdörster G., Oberdörster E. & Oberdörster J. Nanotoxicology: an emerging discipline evolving from studies of ultrafine particles. Environ Health Persp 823–839 (2005). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dhawan A. & Sharma V. Toxicity assessment of nanomaterials: methods and challenges. Anal Bioanal Chem 398, 589–605 (2010). [DOI] [PubMed] [Google Scholar]
- Maity A. R., Chakraborty A., Mondal A. & Jana N. R. Carbohydrate coated, folate functionalized colloidal graphene as a nanocarrier for both hydrophobic and hydrophilic drugs. Nanoscale 6, 2752–2758 (2014). [DOI] [PubMed] [Google Scholar]
- Pimenta M. et al. Studying disorder in graphite-based systems by Raman spectroscopy. Phys Chem Chem Phys 9, 1276–1290 (2007). [DOI] [PubMed] [Google Scholar]
- Ferrari A. C. Raman spectroscopy of graphene and graphite: disorder, electron–phonon coupling, doping and nonadiabatic effects. Solid State Commun 143, 47–57 (2007). [Google Scholar]
- Kudin K. N. et al. Raman spectra of graphite oxide and functionalized graphene sheets. Nano Lett 8, 36–41 (2008). [DOI] [PubMed] [Google Scholar]
- Stankovich S. et al. Synthesis of graphene-based nanosheets via chemical reduction of exfoliated graphite oxide. Carbon 45, 1558–1565 (2007). [Google Scholar]
- Ferrari A. et al. Raman spectrum of graphene and graphene layers. Phys Rev Lett 97, 187401 (2006). [DOI] [PubMed] [Google Scholar]
- Ganguly A., Sharma S., Papakonstantinou P. & Hamilton J. Probing the thermal deoxygenation of graphene oxide using high-resolution in situ X-ray-based spectroscopies. J Phys Chem C 115, 17009–17019 (2011). [Google Scholar]
- Chang Y. et al. In vitro toxicity evaluation of graphene oxide on A549 cells. Toxicol Lett 200, 201–210 (2011). [DOI] [PubMed] [Google Scholar]
- Zhu L., Chang D. W., Dai L. & Hong Y. DNA damage induced by multiwalled carbon nanotubes in mouse embryonic stem cells. Nano Lett 7, 3592–3597 (2007). [DOI] [PubMed] [Google Scholar]
- Yamashita K. et al. Carbon nanotubes elicit DNA damage and inflammatory response relative to their size and shape. Inflammation 33, 276–280 (2010). [DOI] [PubMed] [Google Scholar]
- Migliore L. et al. Carbon nanotubes induce oxidative DNA damage in RAW 264.7 cells. Environ Mol Mutagen 51, 294–303 (2010). [DOI] [PubMed] [Google Scholar]
- Xia T. et al. Comparison of the abilities of ambient and manufactured nanoparticles to induce cellular toxicity according to an oxidative stress paradigm. Nano Lett 6, 1794–1807 (2006). [DOI] [PubMed] [Google Scholar]
- Mittal S. & Pandey A. K. Cerium oxide nanoparticles induced toxicity in human lung cells: role of ROS mediated DNA damage and apoptosis. BioMed Res Int 2014 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shvedova A. A., Pietroiusti A., Fadeel B. & Kagan V. E. Mechanisms of carbon nanotube-induced toxicity: focus on oxidative stress. Toxicol Appl Pharm 261, 121–133 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rallo R. et al. Self-organizing map analysis of toxicity-related cell signaling pathways for metal and metal oxide nanoparticles. Environ Sci Technol 45, 1695–1702 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wulczyn F. G., Krappmann D. & Scheidereit C. The NF-κB/Rel and IκB gene families: mediators of immune response and inflammation. J Mol Med 74, 749–769 (1996). [DOI] [PubMed] [Google Scholar]
- Degterev A. et al. Chemical inhibitor of nonapoptotic cell death with therapeutic potential for ischemic brain injury. Nat Chem Biol 1, 112–119 (2005). [DOI] [PubMed] [Google Scholar]
- Chen D., Yu J. & Zhang L. Necroptosis: an alternative cell death program defending against cancer. BBA Rev Cancer 1865, 228–236 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Horváth L. et al. Evaluation of the toxicity of graphene derivatives on cells of the lung luminal surface. Carbon 64, 45–60 (2013). [Google Scholar]
- Guo R., Mao J. & Yan L.-T. Computer simulation of cell entry of graphene nanosheet. Biomaterials 34, 4296–4301 (2013). [DOI] [PubMed] [Google Scholar]
- Wang K. et al. Biocompatibility of Graphene Oxide. Nanoscale Res Lett 6, 8–8, doi: 10.1007/s11671-010-9751-6 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Karmali P. P. & Simberg D. Interactions of nanoparticles with plasma proteins: implication on clearance and toxicity of drug delivery systems. Expert Opin Drug Del 8, 343–357 (2011). [DOI] [PubMed] [Google Scholar]
- Vandenabeele P., Galluzzi L., Berghe T. V. & Kroemer G. Molecular mechanisms of necroptosis: an ordered cellular explosion. Nat Rev Mol Cell Bio 11, 700–714 (2010). [DOI] [PubMed] [Google Scholar]
- Degterev A. et al. Identification of RIP1 kinase as a specific cellular target of necrostatins. Nat Chem Biol 4, 313–321 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cote L. J., Kim F. & Huang J. Langmuir− Blodgett assembly of graphite oxide single layers. J Am Chem Soc 131, 1043–1049 (2008). [DOI] [PubMed] [Google Scholar]
- Mosmann T. Rapid colorimetric assay for cellular growth and survival: application to proliferation and cytotoxicity assays. J Immunol Methods 65, 55–63 (1983). [DOI] [PubMed] [Google Scholar]
- Suzuki H., Toyooka T. & Ibuki Y. Simple and easy method to evaluate uptake potential of nanoparticles in mammalian cells using a flow cytometric light scatter analysis. Environ Sci Technol 41, 3018–3024 (2007). [DOI] [PubMed] [Google Scholar]
- Wan C. P., Myung E. & Lau B. H. An automated micro-fluorometric assay for monitoring oxidative burst activity of phagocytes. J Immunol Methods 159, 131–138 (1993). [DOI] [PubMed] [Google Scholar]
- Wilson M. R., Lightbody J. H., Donaldson K., Sales J. & Stone V. Interactions between ultrafine particles and transition metals in vivo and in vitro. Toxicol Appl Pharm 184, 172–179 (2002). [DOI] [PubMed] [Google Scholar]
- Bradford M. M. A rapid and sensitive method for the quantitation of microgram quantities of protein utilizing the principle of protein-dye binding. Anal Biochem 72, 248–254 (1976). [DOI] [PubMed] [Google Scholar]
- Ellman G. L. Tissue sulfhydryl groups. Arch Biochem Biophys 82, 70–77 (1959). [DOI] [PubMed] [Google Scholar]
- Pandey A. K. et al. In silico studies with human DNA topoisomerase-II alpha to unravel the mechanism of in vitro genotoxicity of benzene and its metabolites. Mutat Res - Fund Mol M 661, 57–70 (2009). [DOI] [PubMed] [Google Scholar]
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