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Using Delaunay triangulation and Voronoi tessellation to predict the toxicities of binary mixtures containing hormetic compound

Concentration addition (CA) was proposed as a reasonable default approach for the ecological risk assessment of chemical mixtures. However, CA cannot predict the toxicity of mixture at some effect zones if not all components have definite effective concentrations at the given effect, such as some co...

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Autores principales: Qu, Rui, Liu, Shu-Shen, Zheng, Qiao-Feng, Li, Tong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5347389/
https://www.ncbi.nlm.nih.gov/pubmed/28287626
http://dx.doi.org/10.1038/srep43473
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author Qu, Rui
Liu, Shu-Shen
Zheng, Qiao-Feng
Li, Tong
author_facet Qu, Rui
Liu, Shu-Shen
Zheng, Qiao-Feng
Li, Tong
author_sort Qu, Rui
collection PubMed
description Concentration addition (CA) was proposed as a reasonable default approach for the ecological risk assessment of chemical mixtures. However, CA cannot predict the toxicity of mixture at some effect zones if not all components have definite effective concentrations at the given effect, such as some compounds induce hormesis. In this paper, we developed a new method for the toxicity prediction of various types of binary mixtures, an interpolation method based on the Delaunay triangulation (DT) and Voronoi tessellation (VT) as well as the training set of direct equipartition ray design (EquRay) mixtures, simply IDV(equ). At first, the EquRay was employed to design the basic concentration compositions of five binary mixture rays. The toxic effects of single components and mixture rays at different times and various concentrations were determined by the time-dependent microplate toxicity analysis. Secondly, the concentration-toxicity data of the pure components and various mixture rays were acted as a training set. The DT triangles and VT polygons were constructed by various vertices of concentrations in the training set. The toxicities of unknown mixtures were predicted by the linear interpolation and natural neighbor interpolation of vertices. The IDV(equ) successfully predicted the toxicities of various types of binary mixtures.
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spelling pubmed-53473892017-03-14 Using Delaunay triangulation and Voronoi tessellation to predict the toxicities of binary mixtures containing hormetic compound Qu, Rui Liu, Shu-Shen Zheng, Qiao-Feng Li, Tong Sci Rep Article Concentration addition (CA) was proposed as a reasonable default approach for the ecological risk assessment of chemical mixtures. However, CA cannot predict the toxicity of mixture at some effect zones if not all components have definite effective concentrations at the given effect, such as some compounds induce hormesis. In this paper, we developed a new method for the toxicity prediction of various types of binary mixtures, an interpolation method based on the Delaunay triangulation (DT) and Voronoi tessellation (VT) as well as the training set of direct equipartition ray design (EquRay) mixtures, simply IDV(equ). At first, the EquRay was employed to design the basic concentration compositions of five binary mixture rays. The toxic effects of single components and mixture rays at different times and various concentrations were determined by the time-dependent microplate toxicity analysis. Secondly, the concentration-toxicity data of the pure components and various mixture rays were acted as a training set. The DT triangles and VT polygons were constructed by various vertices of concentrations in the training set. The toxicities of unknown mixtures were predicted by the linear interpolation and natural neighbor interpolation of vertices. The IDV(equ) successfully predicted the toxicities of various types of binary mixtures. Nature Publishing Group 2017-03-13 /pmc/articles/PMC5347389/ /pubmed/28287626 http://dx.doi.org/10.1038/srep43473 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Qu, Rui
Liu, Shu-Shen
Zheng, Qiao-Feng
Li, Tong
Using Delaunay triangulation and Voronoi tessellation to predict the toxicities of binary mixtures containing hormetic compound
title Using Delaunay triangulation and Voronoi tessellation to predict the toxicities of binary mixtures containing hormetic compound
title_full Using Delaunay triangulation and Voronoi tessellation to predict the toxicities of binary mixtures containing hormetic compound
title_fullStr Using Delaunay triangulation and Voronoi tessellation to predict the toxicities of binary mixtures containing hormetic compound
title_full_unstemmed Using Delaunay triangulation and Voronoi tessellation to predict the toxicities of binary mixtures containing hormetic compound
title_short Using Delaunay triangulation and Voronoi tessellation to predict the toxicities of binary mixtures containing hormetic compound
title_sort using delaunay triangulation and voronoi tessellation to predict the toxicities of binary mixtures containing hormetic compound
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5347389/
https://www.ncbi.nlm.nih.gov/pubmed/28287626
http://dx.doi.org/10.1038/srep43473
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