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Using Various Nonlinear Response Surfaces for Mathematical Description of the Type of Combined Toxicity
Author(s) -
А. Н. Вараксин,
Vladimir G. Panov,
Boris A. Katsnelson,
Ilzira A. Minigalieva
Publication year - 2018
Publication title -
dose-response
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.502
H-Index - 36
ISSN - 1559-3258
DOI - 10.1177/1559325818816596
Subject(s) - quadratic equation , nonlinear system , term (time) , quadratic model , identification (biology) , linear model , biological system , action (physics) , type (biology) , mathematical model , mathematics , computer science , statistics , biology , response surface methodology , physics , botany , quantum mechanics , ecology , geometry
The article considers the problem of characterizing the type of combined action produced by a mixture of toxic substances with the help of nonlinear response functions. Most attention is given to second-order models: the linear model with a cross-term and the quadratic model. General propositions are formulated based on the data on combined toxicity patterns previously obtained by the Ekaterinburg nanotoxicology team in animal experiments and analyzed with the help of the linear model with a cross-term. It is shown now that the quadratic model features these general characteristics in full measure, but interpretation of combined toxicity types based on isobolograms obtained by the quadratic model is more difficult. This suggests that where both models ensure a comparable quality of combined toxicity type identification, it would be enough to use the linear model with a cross-term.

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