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Pooling and Analysis of Published in Vitro Data: A Proof of Concept Study for the Grouping of Nanoparticles
The study aim was to test the applicability of pooling of nanomaterials-induced in vitro data for identifying the toxic capacity of specific (SiO(2), TiO(2), ZnO, CuO, CeO(2) and carbon nanotubes, [CNT]) nanoparticles (NP) and to test the usefulness for grouping purposes. Publication selection was b...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4661813/ https://www.ncbi.nlm.nih.gov/pubmed/26540047 http://dx.doi.org/10.3390/ijms161125954 |
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author | Simkó, Myrtill Tischler, Sonja Mattsson, Mats-Olof |
author_facet | Simkó, Myrtill Tischler, Sonja Mattsson, Mats-Olof |
author_sort | Simkó, Myrtill |
collection | PubMed |
description | The study aim was to test the applicability of pooling of nanomaterials-induced in vitro data for identifying the toxic capacity of specific (SiO(2), TiO(2), ZnO, CuO, CeO(2) and carbon nanotubes, [CNT]) nanoparticles (NP) and to test the usefulness for grouping purposes. Publication selection was based on specific criteria regarding experimental conditions. Two relevant biological endpoints were selected; generation of intracellular reactive oxygen species (ROS) and viability above 90%. The correlations of the ROS ratios with the NP parameters’ size, concentration, and exposure time were analysed. The obtained data sets were then analysed with multiple regression analysis of variance (ANOVA) and the Tukey post-hoc test. The results show that this method is applicable for the selected metal oxide NP, but might need reconsideration and a larger data set for CNT. Several statistically significant correlations and results were obtained, thus validating the method. Furthermore, the relevance of the combination of ROS release with a cell viability test was shown. The data also show that it is advisable to compare ROS production of professional phagocytic with non-phagocytic cells. In conclusion, this is the first systematic analysis showing that pooling of available data into groups is a useful method for evaluation of data regarding NP induced toxicity in vitro. |
format | Online Article Text |
id | pubmed-4661813 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-46618132015-12-10 Pooling and Analysis of Published in Vitro Data: A Proof of Concept Study for the Grouping of Nanoparticles Simkó, Myrtill Tischler, Sonja Mattsson, Mats-Olof Int J Mol Sci Article The study aim was to test the applicability of pooling of nanomaterials-induced in vitro data for identifying the toxic capacity of specific (SiO(2), TiO(2), ZnO, CuO, CeO(2) and carbon nanotubes, [CNT]) nanoparticles (NP) and to test the usefulness for grouping purposes. Publication selection was based on specific criteria regarding experimental conditions. Two relevant biological endpoints were selected; generation of intracellular reactive oxygen species (ROS) and viability above 90%. The correlations of the ROS ratios with the NP parameters’ size, concentration, and exposure time were analysed. The obtained data sets were then analysed with multiple regression analysis of variance (ANOVA) and the Tukey post-hoc test. The results show that this method is applicable for the selected metal oxide NP, but might need reconsideration and a larger data set for CNT. Several statistically significant correlations and results were obtained, thus validating the method. Furthermore, the relevance of the combination of ROS release with a cell viability test was shown. The data also show that it is advisable to compare ROS production of professional phagocytic with non-phagocytic cells. In conclusion, this is the first systematic analysis showing that pooling of available data into groups is a useful method for evaluation of data regarding NP induced toxicity in vitro. MDPI 2015-11-02 /pmc/articles/PMC4661813/ /pubmed/26540047 http://dx.doi.org/10.3390/ijms161125954 Text en © 2015 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons by Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Simkó, Myrtill Tischler, Sonja Mattsson, Mats-Olof Pooling and Analysis of Published in Vitro Data: A Proof of Concept Study for the Grouping of Nanoparticles |
title | Pooling and Analysis of Published in Vitro Data: A Proof of Concept Study for the Grouping of Nanoparticles |
title_full | Pooling and Analysis of Published in Vitro Data: A Proof of Concept Study for the Grouping of Nanoparticles |
title_fullStr | Pooling and Analysis of Published in Vitro Data: A Proof of Concept Study for the Grouping of Nanoparticles |
title_full_unstemmed | Pooling and Analysis of Published in Vitro Data: A Proof of Concept Study for the Grouping of Nanoparticles |
title_short | Pooling and Analysis of Published in Vitro Data: A Proof of Concept Study for the Grouping of Nanoparticles |
title_sort | pooling and analysis of published in vitro data: a proof of concept study for the grouping of nanoparticles |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4661813/ https://www.ncbi.nlm.nih.gov/pubmed/26540047 http://dx.doi.org/10.3390/ijms161125954 |
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