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Key physicochemical properties of nanomaterials in view of their toxicity: an exploratory systematic investigation for the example of carbon-based nanomaterial

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Abstract

Currently, a noncomprehensive understanding of the physicochemical properties of carbon-based nanomaterial (CBNs), which may affect toxic effects, is still observable. In this study, an exploratory systematic investigation into the key physicochemical properties of multiwall carbon nanotube (MWCNT), single-wall carbon nanotube (SWCNT), and C60-fullerene on their ecotoxicity has been undertaken. We undertook an extensive survey of the literature pertaining to the ecotoxicity of organism representative of the trophic level of algae, crustaceans, and fish. Based on this, a set of data reporting both the physicochemical properties of carbon-based nanomaterial and the observed toxic effect has been established. The relationship between physicochemical properties and observed toxic effect was investigated based on various statistical approaches. Specifically, analysis of variance by one-way ANOVA was used to assess the effect of categorical properties (use of a dispersant or treatments in the test medium, type of carbon-based nanomaterial, i.e., SWCNT, MWCNT, C60-fullerene, functionalization), while multiple regression analysis was used to assess the effect of quantitative properties (i.e., diameter length of nanotubes, secondary size) on the toxicity values. The here described investigations revealed significant relationships among the physicochemical properties and observed toxic effects. The research was mainly affected by the low availability of data and also by the low variability of the studies collected. Overall, our results demonstrate that the here proposed and applied approach could have a major role in identifying the physicochemical properties of relevance for the toxicity of nanomaterial. However, the future success of the approach would require that the ENMs and the experimental conditions used in the toxicity studies are fully characterized.

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Acknowledgements

The research leading to these results has received funding from the European Union Seventh Framework Programme under grant agreement no. 310184 (CARINHYPH project).

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Authors and Affiliations

  1. Technology and Society Lab, Empa, Swiss Federal Laboratories for Materials Science and Technology, Lerchenfeldstrasse 5, CH9014, St. Gallen, Switzerland

    Beatrice Salieri, Woranan Netkueakul & Roland Hischier

  2. Department of Biological, Geological, and Environmental Sciences, University of Bologna, via Sant’Alberto 163, 48121, Ravenna, Italy

    Andrea Pasteris

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  1. Beatrice Salieri
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  4. Roland Hischier
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Correspondence to Beatrice Salieri.

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Salieri, B., Pasteris, A., Netkueakul, W. et al. Key physicochemical properties of nanomaterials in view of their toxicity: an exploratory systematic investigation for the example of carbon-based nanomaterial. J Nanopart Res 19, 116 (2017). https://doi.org/10.1007/s11051-017-3748-3

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