Abstract
Graphene-based nanomaterials (GBNs) have been widely used in various fields nowadays. However, they are reported to be highly toxic to some aquatic organisms. However, the multi-organ toxicity caused by pristine graphene (pG) and graphene oxide (GO) to the developing zebrafish (Danio rerio) larvae or juvenile and the underlying mechanisms is not fully known. Therefore, in the present study, the effect of pG and GO with environmental concentrations (0, 5, 10, 15, 20, and 25 μg/L of pG; 0, 0.1, 0.2, 0.3, and 0.4 mg/mL of GO) on multi-organ system in developing zebrafish larvae was experimentally assessed. The pG and GO were found to accumulate in the brain tissue that also caused significant changes in the heart beat and survival rate. The sizes of hepatocytes were reduced. Altered axonal integrity, affecting axon length and pattern in “Tg(mbp:eGFP) transgenic lines” was also observed. In addition, the results indicated pathological effects in major organs and with disrupted mitochondrial structure was quite obvious. The pG and GO bioaccumulation leads to multi organ toxicity in zebrafish larvae. In future, the existence of the current study can be extrapolated to other aquatic system in general and in particularly to humans.
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Introduction
Although nanotechnology is a novel field, the use of nanoparticles dates back to tenth century BC (Brayner 2008). Advances of nanotechnology make nanomaterial (NM) to be used in various products in our daily life, including medicines, cosmetics, and allied goods. Because of its environmental release, a significant increase of NM concentration is expected in fresh and marine waters, sediments and soils (Giese et al. 2018). Despite the increasing production and use of NM, their toxic effects on the aquatic environment and human health remain unclear (Khan et al. 2019). Furthermore, toxicological and ecotoxicological data for commercial NM-based products are lacking and there is an increased concern about their toxicological classification and regulation (Bundschuh et al. 2018).
The graphene family contains most attractive NM (Guo and Mei 2014). Graphene-based nanomaterials (GBNs), used in a wide variety of applications, are increasingly introduced into aquatic environments. This kind of situation urgently calls for detailed studies on the toxicity of GBNs to assess its environmental hazard and risk assessment. During the synthesis, application, and disposal processes of GBNs, graphene oxide (GO) is likely introduced into aquatic environment, causing potential environmental risks (Chen et al. 2016; Zhao et al. 2016). The toxicity and potential side effects of graphene on health tissues have been reported (Bianco 2013; Chowdhury et al. 2013b).
In our previous studies, pG and GO were found to be significantly toxic to zebrafish embryos by inducing mortality, apoptosis, delayed hatching, and inhibition of blood formation causing abnormal heartbeat, cardiovascular defect, and retardation of cardiac looping (Manjunatha et al. 2018a, b). Moreover, pG not only was harmful to the brain development (Sawosz et al. 2014) but also caused damage to mitochondria and altered hepatocyte ultrastructure in chicken embryos (Szmidt et al. 2016). In addition, in vivo study on the effects of GO was carried out by intentionally injecting it into the body cavity of Acheta domesticus (Dziewiecka et al. 2016). As a result, GO increased the level of reactive oxygen species (ROS) within 48 h after the injection. Compared to pG, GO is rich in oxygen-containing groups. Thus, GO is more soluble in water and it can easily match with food chains (Chowdhury et al. 2013a). Evidently, there are several reports on the ill effects of G (graphene) and GO on the environment (Modi et al. 2017; Mu et al. 2017; Zhang et al. 2017). A study of Lim et al. (2016) examined the role of GO in inducing apoptosis and death by activating autophagy. GO is also responsible for evoking the DNA lesion formation, granulomatous inflammation, and growth retardation (Xu et al. 2016). Nanosheets of G and GO were found to induce DNA damage, generate reactive oxygen species (ROS), and activate the base excision repair (BER) signaling pathway in the cells and zebrafish larvae (Akhavan et al. 2012; Lu et al. 2017a). Recently, it was reported that graphene induces different grades of toxicological effects that are dependent on the analyzed organ in Danio rerio (Fernandes et al. 2018).
Accordingly, it is essential to study their nanotoxicity and environmental influences. Zebrafish (Danio rerio) has been used as a popular vertebrate model for studying the toxicities of a variety of nanomaterials. In toxicological assessments, zebrafish has previously been used as a credible in vivo model to investigate the development and growth, molecular biomarker of oxidative stress, and various molecular pathways related to DNA damage responses (Dai et al. 2014; Ersahin et al. 2015; Lu et al. 2017b). There are a few studies about the toxicity assessment of GBNs on zebrafish development. However, to the best of our knowledge, no study addressed the effect of multi-organ toxicity of pG and GO on zebrafish development.
Therefore, this study was aimed to further investigate the impacts of pG and GO nanomaterials on zebrafish (Danio rerio) with focusing on multi-organ toxicity including brain accumulation toxicity, cardiotoxicity, hepatotoxicity, and neurotoxicity. In addition, the in vivo visualization assays employed in this study can provide valuable information for further detailed assessments to be made before releasing them into the environment.
Materials and methods
Ethical statement
All experiments using zebrafish (Danio rerio) were performed according to the animal protocol approved by the Animal Care and Ethics Committee of POSTECH (POSTECH-2019-0059), South Korea.
Characterization of pG and GO
Pristine graphene (pG) monolayer flakes (1mg/L), to measure the size, thickness, and diameter, were used as described in our earlier study (Manjunatha et al. 2018a). Graphene oxide (GO) nanoparticles’ (4 mg/mL) related information was procured from the Graphenea company.
Zebrafish embryo collection
The zebrafish lines, including wild type, Tg(Lfabp:dsRED), and Tg(mbp:eGFP), were obtained from the ZCDM (Zebrafish Center for Disease Modeling), South Korea. Zebrafish embryos were maintained as previously described in Bangeppagari et al. (2019). In this study, “larvae” refer to the hatched animals over 6 days post-fertilization (dpf) and “juvenile” refer to the 30 dpf. A schematic of the experimental design is illustrated in supplementary information.
Exposure of pG and GO to zebrafish larvae
Wild type zebrafish larvae at 6−10 dpf were exposed to pG and GO (0, 5, 10, 15, 20, and 25 μg/L of pG; 0, 0.1, 0.2, 0.3, and 0.4 mg/mL of GO) for toxicological long-term observation in the developmental period. These environmental concentrations were fixed, based on our earlier studies considering the toxicity of pG and GO in zebrafish embryogenesis (Manjunatha et al. 2018b; Manjunatha et al. 2019). In these experiments, each concentration group was treated in triplicate. The larval survival rate was monitored every 24 h and the heart rate in the zebrafish larvae was measured at 8 and 10 dpf. Larvae (n=10) used for each group were anesthetized with 0.016% tricaine (Sigma) and their heart beat was counted for 30 s using an inverted microscope (Zeiss Axiovert 200; Zeiss, Germany).
Assessment of post-exposure accumulation of pG and GO in the larvae
The relative accumulation of pG and GO was evaluated by using the fluorescent properties of pG and GO with the aid of a microscopic imaging technique. Firstly, 6-dpf-old zebrafish larvae (10 larvae/well) were transferred into a 24-well plate containing 2-mL fish media and treated with pG and GO, respectively, and allowed to grow for further studies. After 10 dpf, the control and treated live zebrafish larvae were stained with acridine orange (AO) and the detailed procedure was described as previous study in Manjunatha et al. (2018b). Briefly, the larvae were then rinsed twice in phosphate-buffered saline (PBS), to remove and reduce any pG and GO particles that might remain on surfaces of the larvae. Therefore, the larvae were anesthetized in tricaine (0.016%). The relative fluorescence intensity in the larval head (mainly brain) was visualized with a confocal microscopy (Leica TCS SP5, Germany). The experiment was repeated on three independent zebrafish clutches (n = 3).
Post-exposure hepatotoxicity assessment
Transgenic zebrafish Tg(Lfabp:dsRED) larvae were exposed to pG and GO for 6−10 dpf. Optical images of the liver GFP/RFP fluorescence of larvae were captured using a confocal microscopy (Leica TCS SP5, Germany) attached with GFP/RFP filters. For consistent comparison, all photographs were taken under the same exposure time with a fixed aperture. Ten larvae were randomly selected from each dosage group for images. Swimming larvae were anesthetized in tricaine (0.016%) prior to photographing. ImageJ software was used to monitor deformation of the liver.
Post-exposure neurotoxicity assessment
After exposure of pG and GO to transgenic zebrafish Tg(mbp:eGFP), larvae were treated with pG and GO for 6−10 dpf. Thereafter, then, neuron development and damage were assessed by ImageJ software. All zebrafish larvae were examined with a confocal microscopy (Leica TCS SP5, Germany).
Post-exposure histopathological assessment
After the exposure to pG and GO, the larval zebrafishes were fixed by using 4% paraformaldehyde. The fixed larvae were embedded in paraffin, sectioned, and stained with hematoxylin and eosin. Eventually, for each concentration condition, 10 larvae/juvenile (30 dpf) were tested for histopathological analysis. Slides were analyzed by using a CCD camera (QIMAGINGQ42286, Canada).
Transmission electron microscopy analysis of brain tissue
The control and treated zebrafish larvae (10 dpf) were randomly sampled, euthanized, and fixed overnight. At first, the brain tissues were pre-fixed in 2% paraformaldehyde and 2% glutaraldehyde solution, diced into 0.05 M sodium cacodylate buffer (pH 7.2) overnight, and then post-fixed in 1% osmium tetroxide buffer at 4 °C for 2 h. Then, the test samples were dried using a graded series of ethanol and then further dehydrated in propylene oxide and epoxy resin (Spurr’s). Ultrathin sections (60–80 nm) of the brain tissues were made using a Jeol JEM-1011 instrument (Jeol, Tokyo, Japan), and collected on formvar-coated grids. They were then counterstained with 2% uranyl acetate and Reynolds’ lead citrate (MT-X, RMC, Tucson, AZ, USA). Each sample was observed by a TEM (Jeol JEM-1011) at 80 kV to check the brain damage and analyze inflammation indexes.
Statistical analysis
Statistical analysis was performed using the GraphPad Prism5 (GraphPad Software Inc., USA). All data were represented as mean ± S.D. The two-tailed ANOVA test was employed to evaluate the statistical variances in biological limits between each groups. Differences were considered as significant when * p< 0.0001.
Results
Larval toxicity induced by pG and GO
The survival rates of zebrafish larvae after treating pG and GO nanomaterials are shown in Fig. 1a and 1b. For the exposure cases of lower concentration groups, the survival rates do not show significant differences from the control group. However, the survival rates were found to be decreased in 20 and 25 μg/L of pG and 0.4 mg/L of GO treated groups at 10 dpf. The survival rates of the larvae exposed to PG and GO exhibit significant variations in a time-dependent manner (Fig. 1a and b). Similarly, the heart rates were also significantly increased at 8 dpf and decreased at 10 dpf in post-exposure groups (Fig. 2a and b).
Post-exposure accumulation of pG and GO in the larval body
The accumulation of pG and GO in a respective treated groups increased in a dose-dependent manner. The larvae in the control group were normal fluorescence in the head region, whereas the pG- and GO-treated groups exhibited high fluorescence which is evident in the Fig. 3. This indicates that the brain accumulation toxicity is generated by the presence of pG and GO in zebrafish larvae. Similar results are shown in the histological analysis. The heads of the control group zebrafishes have a normal cell structure (Fig. 6a), while the pG- and GO-treated groups exhibit apoptosis in the brain and degeneration in the eye and brain regions (Fig. 6b and c). Thus, the present results imply that exposed to pG and GO can cause brain damage in zebrafish larvae due to the effects of accumulation toxicity.
Hepatotoxicity caused by pG and GO
Both treatments of pG and GO induced hepatic malformation in zebrafish larvae which was evident through liver degeneration and hepatatrophia compared to the control larvae (Fig. 4a and b). The liver size was degenerated in a dose-dependent manner (Fig. 4). As seen in Fig. 4c and d, the liver size were significantly reduced to 79.2 ± 0.5 % for pG (25 μg/L) and 164.8 ± 0.4 % for GO (0.4 mg/mL), respectively, compared to the control larvae (237.9 ± 0.2). Similarly, histological results shows that the liver of the control group zebrafish has a normal cell architecture and tight cell contact (Fig. 6a), while the pG- and GO-treated groups are observed to have loose cell-to-cell contact with asymmetrical structure and tiny vacuoles (Fig. 6b and c). Taken together, the present results indicate that exposed to pG and GO can cause liver degradation in zebrafish larvae.
Neurotoxicity induced by pG and GO
The confocal microscopic observation of treated group revealed the neuronal damage compared to the control group (Fig. 5). The Tg(mbp:eGFP) transgenic zebrafish lines show an inhibitory effect on the length of axons. Moreover, the axons show structural changes (indicates white arrow) in all pG- and GO-treated groups, especially for the highest concentration conditions of pG (25 μg/L) and GO (0.4 mg/mL) (Fig. 5a and b). As seen in Fig. 5c and d, the length of axons significantly decreased to 15.6 ± 0.09 % for pG (25 μg/L) and 19.8 ± 0.4 % for GO (0.4 mg/mL) compared to the control larvae (75.8 ± 0.2). Correspondingly, histological images show that the notochord of the control group zebrafish has a normal structure (Fig. 6a), while that in the pG- and GO-treated groups was injured (Fig. 6b and c). Taken together, these results indicate that pG and GO can impair the nervous system by causing neuron damage in zebrafish model.
Histopathological analysis of zebrafish larvae upon pG and GO treatment
The pG- and GO-treated zebrafish larvae exhibit histopathological changes compared to the control group (Fig. 6a, b, and c). The treated larvae have loose cell-to-cell contacts and large vacuoles in the hepatocytes. They also exhibit alterations in muscle fibers, destroyed gill arches, damages in heart tissue and pancreas, injured notochord, and hyperemia. In addition, the larvae exposed to pG (25 μg/L) and GO (0.4 mg/mL) show reduced cell density in the brain region, apoptosis in the brain, degeneration in the brain and eye regions, and thin intestinal walls, frayed gut villi, and widespread cell lysis in the intestines, as shown in Fig. 6b and c with respective letters and colored arrows.
Transmission electron microscopy analysis of brain tissue
Brain cells were observed to have normal architecture in the control zebrafish larvae (Fig. 7a), while abnormal cells with sparse arrangement and pG and GO agglomerates (electron-dense irregular structures) are observed in the treated zebrafish brain tissues. TEM images show that the pG and GO agglomerates are adhered onto the brain cells and internalized in zebrafish larvae (Fig. 7b and c). Some electron-dense irregular thin lines were surrounded by a regular amorphic area in the treated larvae. In addition, the examined brain ultrastructure indicates some cellular alterations in the pG- and GO-treated larvae. In all graphene-treatment groups, some atypical ultrastructures, such as the increase in the number of vacuoles, blood vessels containing leukocytes, disrupted mitochondria, were observed.
Discussion
Studies on GBNs (pG, GO, rGO, GQDs, and Gr nanoribbons) reported that single or few-layered structures of GBNs are capable of inducing adverse effects in cell lines and animal models (Chong et al. 2014; Jasim et al. 2016). However, GBNs have been widely used in various fields due to rapid increase in production and applications. Thus, the inevitable release of GBNs into water and soil environments poses potential health and ecosystem risks (He et al. 2017). GBNs, one of the most prominently used derivatives of graphene, used in DNA sequencing, drug delivery cargos, and water treatment, their potential toxicity, has not been investigated in detail (Bussy et al. 2015).
In the present study, the direct exposure to pG and GO was found to decrease survival rate in a time dependent manner (Fig. 1). The heart rate of zebrafish larvae has significant variations according to the concentration of the exposed pG and GO (Fig. 2). This is well agreed with the earlier studies on zebrafish embryos (Zhang et al. 2017; Manjunatha et al. 2018a; Manjunatha et al. 2019). Furthermore, it also supports the findings of Li et al. (2014) where the toxic effects of graphene nanoparticles (GNP) and graphene-TiO2 nanoparticle composites (GNP-TiO2) on the mortality larvae of Japanese medaka fish (Oryzias latipes) were studied.
The brain is an important organ for biological behaviors and cognition (Zhao et al. 2015). In the current study, the pG- and GO-induced accumulation toxicity in the head region is largely increased in a dose-dependent manner, as illustrated in Fig. 3. The toxic effects of pG and GO are almost similar; the number of apoptotic cells for both cases were increased as the concentration increases (Manjunatha et al. 2018b; Manjunatha et al. 2019). Similarly, previous studies reported that GO could infiltrate the brains of zebrafish larvae (Ren et al. 2016; Zhang et al. 2017). However, Sun et al. (2019) reported that adult zebrafishes were more tolerant to GO in the range of 0.01–1 mg/L than larvae, and GO could not easily infiltrate the brains of adult zebrafishes due to their strong blood-brain barrier. As a result, zebrafish brain mitochondrial membrane potential was not changed significantly between the control and GO-exposed groups. In addition, the cell junctions were tight, and the nuclei were clear. However, some other cell junctions were not tight, and the nuclei of some cells were distorted. Genes and proteins associated with the brain-blood barrier, such as claudin19 and claudin k, were downregulated in both the transcriptome and proteome. The decrease in claudin implied the dysfunction of the brain-blood barrier in zebrafish (Zhang et al. 2012; van Leeuwen et al. 2018). Thus, no death or malformation was induced by GO in adult zebrafishes. Given the critical role of brain in biological behaviors and cognition, the molecular responses of zebrafish brain to GO at nonlethal concentrations deserve further study.
Besides the heart defects induced by exposure of pG and GO, the degradation of liver tissues and hepatatrophia are also accompanied with hepatocyte damage (Figs. 4 and 6). Generally, the primary morphogenesis of zebrafish liver begins at the onset of 48 hpf and completes by 72 hpf (He et al. 2013). Interestingly, the liver of zebrafish resembles mammals in terms of anatomy, organization, and function. In recent years, zebrafish emerged as a model to investigate the human diseases like histopathology of cholestasis, fatty liver, and neoplasia (Vliegenthart et al. 2014). The cytochrome 450 (CYP) enzyme family found in hepatocytes are the major part of interest as they are responsible for the initial phase of xenobiotic degradation, drug metabolism, and prodrug activation (Anzenbacher and Anzenbacherová 2001). In view of this, it was previously reported that diamond nanoparticles (DN), graphene oxide (GO), or graphite nanoparticles (GN) had influence on three isoforms of cytochrome P450 (CYP) enzymes expressed in the liver: CYP1A2, CYP2D6, and CYP3A4. These three nanostructures interact with the CYP enzymes and inhibit their catalytic activity in microsomal-based models. CYP was found to be under expressed in HepG2 and HepaRG cell lines. Among the three nanostructures, GO has the most significant influence on the enzymes, while DN is the most inert (Strojny et al. 2018). In addition, DN, GO, or GN remain within an organism after the administration and they have a tendency to be transported and stored in the liver tissues (Kurantowicz et al. 2015). Tabish et al. (2018) also reported that graphene nanopores (GNPs) induced oxidative stress in the liver of rats. However, there is no significant work on the hepatotoxicity triggered by GBNs in aquatic models available.
In this study, the neurotoxicity of pG and GO on zebrafish was evaluated by using transgenosis and immunofluorescence analyses (Fig. 5). The development of axon is a time-effective means to assess the neurotoxicity screening (Kanungo et al. 2011). The present results confirm that the exposure to pG and GO reduces the axon length and disturbs the axon pattern in zebrafish larvae. Currently, there are limited studies available on the dynamic behaviors of GBNs and neurons. Indeed, those nanomaterials significantly affect the branching and synapses of neurites during differentiation of stem cell to neurons (Defteralí et al. 2016a, b). The changes appeared in the differentiation of human-induced pluripotent stem cells into multiple somatic cell lineages similarly shown in Gr-treated samples (Sánchez-González et al. 2018; Saburi et al. 2019). The present results verify that the exposure of pG and GO can indeed disrupt the axonal integrity via impaired axon length and axon pattern.
To better understand, the changes in the structures of cells and tissues in response to toxic pollutants were evaluated by histopathological examination (Meyers and Hendricks 1982), which has been used as an indicator for assessing the aquatic environment (Osterauer et al. 2010). The histopathological examination of the present study shows morphological changes in liver cells, altered muscle fibers, destroyed gill arches, damaged heart tissues, injured notochord, damaged pancreas, and hyperemia. In addition, other alterations such as reduced cellularity and apoptosis in the brain, degeneration in the brain and eye regions, thin intestinal walls, frayed gut villi, and widespread cell lysis are identified in the intestines of larval zebrafish groups exposed to pG (25 μg/L) and GO (0.4 mg/mL) groups, as shown in Fig. 6a, b, and c. Similarly, a previous in vivo study reported damage in the main organs of rats (liver, kidney, lungs, heart, brain, and testis) but fast clearance of graphene nanopores (GNPs) through kidney (Tabish et al. 2018). In addition, Souza et al. (2017) demonstrated the organ-specific effects of GO and significant alteration of gills and liver by chronic exposure. Hence, the changes observed in the histopathological examination for the treated larvae further support the abnormalities in the other endpoints studies.
The effects of pG and GO on the brain were examined with special emphasis on their potential localization in the ultrastructures of brain tissues. Morphological variations were observed by TEM analysis. In the present study, we identified the formation of pG and GO agglomerates, some electron-dense irregular thin lines, cellular alterations, atypical ultrastructures, an increase in number of vacuoles, and blood vessels with leukocytes. In addition, mitochondria are partially disrupted in the pG- and GO-treated larvae, compared with the control group (Fig. 7a, b, and c). The brain and intestinal tissues of zebrafish larvae contain GO of 0.01–1.0 μg/L concentration, appeared as dark dots. Despite agglomeration, these observations indicate that GO of ultralow concentration can penetrate the cell membrane and can be accumulated in the target organs (Ren et al. 2016). Although gills in adult zebrafish are the main absorption sites, the accumulation of GBNs may occur in the liver, brain, intestine, and other organs of the body (Lu et al. 2017a, b). Therefore, we hypothesize that such carbon nanomaterials play a key role in their potential for absorption across the target organs. However, highly organized organisms may interact with nanomaterials differently, compared to isolated cells or tissues via cooperation between the cells, tissues, and organs. Moreover, the metabolic environment in the body may interact with chemical groups exposed to the surface of graphene and modify the state of graphene, including agglomeration (Sawosz et al. 2014). Compared to embryos, the use of zebrafish larvae in the evaluation of GBNs toxicity is not fully understood. Moreover, the spatiotemporal mechanism of “miracle materials” pG and GO was explored for the first time in multi-organs of zebrafish model. Even, with these limitations, in addition, we can conclude that further studies are needed on zebrafish larvae before using zebrafish larval model as a reference in the evaluation of GBN toxicity under aquatic environment.
Conclusion
The present study was aimed to assess the in vivo interactions of relatively new derivatives of pG and GO (GBNs) exposure and resultant multi-organ toxicity in zebrafish as a model. Based on the toxicological outcomes obtained in this study, the exposure of pG and GO was found to induce multi-organ toxicity in zebrafish larvae or juvenile, including degeneration in brain and cardiac functions, hepatic damage, and neural impairment. This implies that pG and GO can induce multi-organ toxicity in zebrafish, including the brain, cardio, hepato, and neurotoxicity. In the strict sense, the actual toxicological mechanisms of the zebrafish multi-organ toxicity induced by pG and GO are unclear yet. Further studies, such as correlation analyses on untargeted and high-throughput genes, proteins, metabolites, and other biological endpoints, are required to elucidate the nanotoxicological mechanisms. It will provide basic information for comprehensive understanding on the effect of GBN administration on the target organisms. Furthermore, in vivo studies for different animal models are necessary to clarify the toxicity level of different GBN types and to estimate the effects of their concentrations on biomedical applications and environmental hazard.
Data availability
The obtained and analyzed data of this study are included in this article and available from the corresponding author on reasonable request.
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Funding
This study was financially supported by the Korea Research Fellowship (Brain Pool Program) through the National Research Foundation of Korea (NRF) funded by the Ministry of Science and ICT (grant no. 2016H1D3A1938252).
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Bangeppagari Manjunatha: investigation, visualization, conceptualization, data curation, methodology, validation, formal analysis, writing - original draft, writing - review and editing, funding acquisition. Eunseok Seo: TEM analysis. Sung Ho Park: zebrafish sources. Rajesh R. Kundapur: formal analysis. Sang Joon Lee: project administration, writing – review and editing, funding acquisition. All authors read and approved the final manuscript.
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All experiments using zebrafish were performed according to the animal protocol approved by the Animal Care and Ethics Committee from POSTECH (POSTECH-2019-0059), South Korea.
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Manjunatha, B., Seo, E., Park, S.H. et al. Pristine graphene and graphene oxide induce multi-organ defects in zebrafish (Danio rerio) larvae/juvenile: an in vivo study. Environ Sci Pollut Res 28, 34664–34675 (2021). https://doi.org/10.1007/s11356-021-13058-7
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DOI: https://doi.org/10.1007/s11356-021-13058-7