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      Transcriptomic Analysis Reveals Novel Mechanistic Insight into Murine Biological Responses to Multi-Walled Carbon Nanotubes in Lungs and Cultured Lung Epithelial Cells

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          Abstract

          There is great interest in substituting animal work with in vitro experimentation in human health risk assessment; however, there are only few comparisons of in vitro and in vivo biological responses to engineered nanomaterials. We used high-content genomics tools to compare in vivo pulmonary responses of multiwalled carbon nanotubes (MWCNT) to those in vitro in cultured lung epithelial cells (FE1) at the global transcriptomic level. Primary size, surface area and other properties of MWCNT- XNRI -7 (Mitsui7) were characterized using DLS, SEM and TEM. Mice were exposed via a single intratracheal instillation to 18, 54, or 162 μg of Mitsui7/mouse. FE1 cells were incubated with 12.5, 25 and 100 μg/ml of Mitsui7. Tissue and cell samples were collected at 24 hours post-exposure. DNA microarrays were employed to establish mechanistic differences and similarities between the two models. Microarray results were confirmed using gene-specific RT-qPCR. Bronchoalveolar lavage (BAL) fluid was assessed for indications of inflammation in vivo. A strong dose-dependent activation of acute phase and inflammation response was observed in mouse lungs reflective mainly of an inflammatory response as observed in BAL. In vitro, a wide variety of core cellular functions were affected including transcription, cell cycle, and cellular growth and proliferation. Oxidative stress, fibrosis and inflammation processes were altered in both models. Although there were similarities observed between the two models at the pathway-level, the specific genes altered under these pathways were different, suggesting that the underlying mechanisms of responses are different in cells in culture and the lung tissue. Our results suggest that careful consideration should be given in selecting relevant endpoints when substituting animal with in vitro testing.

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          Normalization for cDNA microarray data: a robust composite method addressing single and multiple slide systematic variation.

          Y. H. Yang (2002)
          There are many sources of systematic variation in cDNA microarray experiments which affect the measured gene expression levels (e.g. differences in labeling efficiency between the two fluorescent dyes). The term normalization refers to the process of removing such variation. A constant adjustment is often used to force the distribution of the intensity log ratios to have a median of zero for each slide. However, such global normalization approaches are not adequate in situations where dye biases can depend on spot overall intensity and/or spatial location within the array. This article proposes normalization methods that are based on robust local regression and account for intensity and spatial dependence in dye biases for different types of cDNA microarray experiments. The selection of appropriate controls for normalization is discussed and a novel set of controls (microarray sample pool, MSP) is introduced to aid in intensity-dependent normalization. Lastly, to allow for comparisons of expression levels across slides, a robust method based on maximum likelihood estimation is proposed to adjust for scale differences among slides.
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            A review of the in vivo and in vitro toxicity of silver and gold particulates: particle attributes and biological mechanisms responsible for the observed toxicity.

            This review is concerned with evaluating the toxicity associated with human exposure to silver and gold nanoparticles (NPs), due to the relative abundance of toxicity data available for these particles, when compared to other metal particulates. This has allowed knowledge on the current understanding of the field to be gained, and has demonstrated where gaps in knowledge are. It is anticipated that evaluating the hazards associated with silver and gold particles will ultimately enable risk assessments to be completed, by combining this information with knowledge on the level of human exposure. The quantity of available hazard information for metals is greatest for silver particulates, due to its widespread inclusion within a number of diverse products (including clothes and wound dressings), which primarily arises from its antibacterial behaviour. Gold has been used on numerous occasions to assess the biodistribution and cellular uptake of NPs following exposure. Inflammatory, oxidative, genotoxic, and cytotoxic consequences are associated with silver particulate exposure, and are inherently linked. The primary site of gold and silver particulate accumulation has been consistently demonstrated to be the liver, and it is therefore relevant that a number of in vitro investigations have focused on this potential target organ. However, in general there is a lack of in vivo and in vitro toxicity information that allows correlations between the findings to be made. Instead a focus on the tissue distribution of particles following exposure is evident within the available literature, which can be useful in directing appropriate in vitro experimentation by revealing potential target sites of toxicity. The experimental design has the potential to impact on the toxicological observations, and in particular the use of excessively high particle concentrations has been observed. As witnessed for other particle types, gold and silver particle sizes are influential in dictating the observed toxicity, with smaller particles exhibiting a greater response than their larger counterparts, and this is likely to be driven by differences in particle surface area, when administered at an equal-mass dose. A major obstacle, at present, is deciphering whether the responses related to silver nanoparticulate exposure derive from their small size, or particle dissolution contributes to the observed toxicity. Alternatively, a combination of both may be responsible, as the release of ions would be expected to be greater for smaller particles.
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              Assessing toxicity of fine and nanoparticles: comparing in vitro measurements to in vivo pulmonary toxicity profiles.

              Previous studies have reported little correlation between the relative toxicity of particle types when comparing lung toxicity rankings following in vivo instillation versus in vitro cell culture exposures. This study was designed to assess the capacity of in vitro screening studies to predict in vivo pulmonary toxicity of several fine or nanoscale particle types in rats. In the in vivo component of the study, rats were exposed by intratracheal instillation to 1 or 5 mg/kg of the following particle types: (1) carbonyl iron (CI), (2) crystalline silica (CS) (Min-U-Sil 5, alpha-quartz), (3) precipitated amorphous silica (AS), (4) nano-sized zinc oxide (NZO), or (5) fine-sized zinc oxide (FZO). Depending on particle type and solution state, these particles range in size from 90 to 500 nm in size. Following exposures, the lungs of exposed rats were lavaged and inflammation (neutrophil recruitment) and cytotoxicity end points (bronchoalveolar lavage [BAL] fluid lactate dehydrogenase [LDH] values) were measured at 24 h, 1 week, 1 and 3 months postexposure. For the in vitro component of the study, three different culture conditions were utilized. Cultures of (1) rat L2 lung epithelial cells, (2) primary alveolar macrophages (AMs) (collected via BAL from unexposed rats), as well as (3) AM-L2 lung epithelial cell cocultures were incubated with the particle types listed above, and the culture fluids were evaluated for cytotoxicity end points (LDH, 1-(4,5-dimethylthiazol-2-yl)-3,5-diphenylformazan [MTT]) as well as inflammatory cytokines (macrophage inflammatory 2 protein [MIP-2], tumor necrosis factor alpha [TNF-alpha], and interleukin-6 [IL-6]) at one (i.e., cytokines) or several (cytotoxicity) time periods. Results of in vivo pulmonary toxicity studies demonstrated that instilled CI particles produced little toxicity. CS particles produced sustained inflammation and cytotoxicity. AS particles produced reversible and transient inflammatory responses. NZO or FZO particles produced potent but reversible inflammation which was resolved by 1 month postinstillation exposure. Results of in vitro pulmonary cytotoxicity studies demonstrated a variety of responses to the different particle types, primarily at high doses. With respect to the LDH results, L2 cells were the most sensitive and exposures to nano- or fine-sized ZnO for 4 or 24 h were more cytotoxic than exposures to CS or AS particles. Macrophages essentially were resistant and epithelial macrophage cocultures generally reflected the epithelial results at 4 and 24 h incubation, but not at 48 h incubation. MTT results were also interesting but, except for nano- and fine-sized ZnO, did not correlate well with LDH results. Results of in vitro pulmonary inflammation studies demonstrated that L2 cells did not produce MIP-2 cytokines, but CS- or AS-exposed AMs and, to a lesser degree, cocultures secreted these chemotactic factors into the culture media. Measurements of TNF-alpha in the culture media by particle-exposed cells demonstrated little activity. In addition, IL-6 secretion was measured in CS, AS, and nano-sized ZnO-exposed cocultures. When considering the range of toxicity end points to five different particle types, the comparisons of in vivo and in vitro measurements demonstrated little correlation, particularly when considering many of the variables assessed in this study-such as cell types to be utilized, culture conditions and time course of exposure, as well as measured end points. It seems clear that in vitro cellular systems will need to be further developed, standardized, and validated (relative to in vivo effects) in order to provide useful screening data on the relative toxicity of inhaled particle types.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, USA )
                1932-6203
                2013
                19 November 2013
                : 8
                : 11
                : e80452
                Affiliations
                [1 ]National Research Centre for the Working Environment, Copenhagen, Denmark
                [2 ]Environmental and Radiation Health Sciences Directorate, Health Canada, Ottawa, Ontario, Canada
                [3 ]Danish Technological Institute, Taastrup, Taastrup, Denmark
                [4 ]Department of Science, Systems and Models, Roskilde University, Roskilde, Denmark
                [5 ]Department of Micro- and Nanotechnology, Technical University of Denmark, Kgs. Lyngby, Denmark
                [6 ]Department of Public Health, University of Copenhagen, Copenhagen, Denmark
                Northwestern University Feinberg School of Medicine, United States of America
                Author notes

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

                Conceived and designed the experiments: SSP NRJ HW UV SH. Performed the experiments: SSP NRJ DW MH JPB OA CK KM ZOK ATS. Analyzed the data: SSP SL MH AW SH. Contributed reagents/materials/analysis tools: SH CLY HW UV. Wrote the manuscript: SSP SH. Revisited the manuscript critically for important intellectual content, and approved the final manuscript: SSP NRJ SL DW MH AW JPB OA CK KM ZOK ATS CLY HW UV SH..

                Article
                PONE-D-13-27533
                10.1371/journal.pone.0080452
                3834097
                24260392
                a0788006-ae5f-4276-84f4-795e089c9e1d
                Copyright @ 2013

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

                History
                : 3 July 2013
                : 3 October 2013
                Funding
                The project was supported by grants from the National Research Centre for the Working Environment in Denmark and the Danish NanoSafety Center, grant# 20110092173-3, and Health Canada’s Chemical Management Plan-2 Nano research funds and Genomics Research and Development Initiative. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
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