Integrative Assessment of Mixture Toxicity of Three Ionic Liquids on Acetylcholinesterase Using a Progressive Approach from 1D Point, 2D Curve, to 3D Surface
The joint toxicities of [BMIM]BF<sub>4</sub>, [BMIM]PF<sub>6</sub>, and [HMIM]BF<sub>4</sub> on acetylcholinesterase (AChE) were systematically investigated by using a progressive approach from 1D single effect point, 2D concentration-response curve (CRC), to 3D e...
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doaj-9789770f50bd4cd79213c9464a9c02042020-11-25T00:56:43ZengMDPI AGInternational Journal of Molecular Sciences1422-00672019-10-012021533010.3390/ijms20215330ijms20215330Integrative Assessment of Mixture Toxicity of Three Ionic Liquids on Acetylcholinesterase Using a Progressive Approach from 1D Point, 2D Curve, to 3D SurfaceHuilin Ge0Shanshan Tao1Min Zhou2Bingjun Han3Hongqiu Yuan4Hainan Key Laboratory of Tropical Fruit and Vegetable Products Quality and Safety, Analysis and Testing Center, Chinese Academy of Tropical Agricultural Sciences, Haikou 571101, ChinaHainan Key Laboratory of Tropical Fruit and Vegetable Products Quality and Safety, Analysis and Testing Center, Chinese Academy of Tropical Agricultural Sciences, Haikou 571101, ChinaHainan Key Laboratory of Tropical Fruit and Vegetable Products Quality and Safety, Analysis and Testing Center, Chinese Academy of Tropical Agricultural Sciences, Haikou 571101, ChinaHainan Key Laboratory of Tropical Fruit and Vegetable Products Quality and Safety, Analysis and Testing Center, Chinese Academy of Tropical Agricultural Sciences, Haikou 571101, ChinaHainan Key Laboratory of Tropical Fruit and Vegetable Products Quality and Safety, Analysis and Testing Center, Chinese Academy of Tropical Agricultural Sciences, Haikou 571101, ChinaThe joint toxicities of [BMIM]BF<sub>4</sub>, [BMIM]PF<sub>6</sub>, and [HMIM]BF<sub>4</sub> on acetylcholinesterase (AChE) were systematically investigated by using a progressive approach from 1D single effect point, 2D concentration-response curve (CRC), to 3D equivalent-surface (ES) level. The equipartition equivalent-surface design (EESD) method was used to design 10 ternary mixtures, and the direct equipartition ray (EquRay) design was used to design 15 binary mixtures. The toxicities of ionic liquids (ILs) and their mixtures were determined using the microplate toxicity analysis (MTA) method. The concentration addition (CA), independent action (IA), and co-toxicity coefficient (CTC) were used as the additive reference model to analyze the toxic interaction of these mixtures. The results showed that the Weibull function fitted well the CRCs of the three ILs and their mixtures with the coefficient of determination (<i>R</i><sup>2</sup>) greater than 0.99 and root-mean-square error (RMSE) less than 0.04. According to the CTC integrated with confidence interval (CI) method (CTCICI) developed in this study, the 25 mixtures were almost all additive action at 20% and 80% effect point levels. At 50% effect, at least half of the 25 mixtures were slightly synergistic action, and the remaining mixtures were additive action. Furthermore, the ESs and CRCs predicted by CA and IA were all within the CIs of mixture observed ESs and CRCs, respectively. Therefore, the toxic interactions of these 25 mixtures were actually additive action. The joint toxicity of the three ILs can be effectively evaluated by the ES method. We also studied the relationship between the mixture toxicities and component concentration proportions. This study can provide reference data for IL risk assessment of combined pollution.https://www.mdpi.com/1422-0067/20/21/5330ionic liquidsacetylcholinesteraseequivalent-surfacemixture toxicityconcentration additionindependent actionco-toxicity coefficient |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Huilin Ge Shanshan Tao Min Zhou Bingjun Han Hongqiu Yuan |
spellingShingle |
Huilin Ge Shanshan Tao Min Zhou Bingjun Han Hongqiu Yuan Integrative Assessment of Mixture Toxicity of Three Ionic Liquids on Acetylcholinesterase Using a Progressive Approach from 1D Point, 2D Curve, to 3D Surface International Journal of Molecular Sciences ionic liquids acetylcholinesterase equivalent-surface mixture toxicity concentration addition independent action co-toxicity coefficient |
author_facet |
Huilin Ge Shanshan Tao Min Zhou Bingjun Han Hongqiu Yuan |
author_sort |
Huilin Ge |
title |
Integrative Assessment of Mixture Toxicity of Three Ionic Liquids on Acetylcholinesterase Using a Progressive Approach from 1D Point, 2D Curve, to 3D Surface |
title_short |
Integrative Assessment of Mixture Toxicity of Three Ionic Liquids on Acetylcholinesterase Using a Progressive Approach from 1D Point, 2D Curve, to 3D Surface |
title_full |
Integrative Assessment of Mixture Toxicity of Three Ionic Liquids on Acetylcholinesterase Using a Progressive Approach from 1D Point, 2D Curve, to 3D Surface |
title_fullStr |
Integrative Assessment of Mixture Toxicity of Three Ionic Liquids on Acetylcholinesterase Using a Progressive Approach from 1D Point, 2D Curve, to 3D Surface |
title_full_unstemmed |
Integrative Assessment of Mixture Toxicity of Three Ionic Liquids on Acetylcholinesterase Using a Progressive Approach from 1D Point, 2D Curve, to 3D Surface |
title_sort |
integrative assessment of mixture toxicity of three ionic liquids on acetylcholinesterase using a progressive approach from 1d point, 2d curve, to 3d surface |
publisher |
MDPI AG |
series |
International Journal of Molecular Sciences |
issn |
1422-0067 |
publishDate |
2019-10-01 |
description |
The joint toxicities of [BMIM]BF<sub>4</sub>, [BMIM]PF<sub>6</sub>, and [HMIM]BF<sub>4</sub> on acetylcholinesterase (AChE) were systematically investigated by using a progressive approach from 1D single effect point, 2D concentration-response curve (CRC), to 3D equivalent-surface (ES) level. The equipartition equivalent-surface design (EESD) method was used to design 10 ternary mixtures, and the direct equipartition ray (EquRay) design was used to design 15 binary mixtures. The toxicities of ionic liquids (ILs) and their mixtures were determined using the microplate toxicity analysis (MTA) method. The concentration addition (CA), independent action (IA), and co-toxicity coefficient (CTC) were used as the additive reference model to analyze the toxic interaction of these mixtures. The results showed that the Weibull function fitted well the CRCs of the three ILs and their mixtures with the coefficient of determination (<i>R</i><sup>2</sup>) greater than 0.99 and root-mean-square error (RMSE) less than 0.04. According to the CTC integrated with confidence interval (CI) method (CTCICI) developed in this study, the 25 mixtures were almost all additive action at 20% and 80% effect point levels. At 50% effect, at least half of the 25 mixtures were slightly synergistic action, and the remaining mixtures were additive action. Furthermore, the ESs and CRCs predicted by CA and IA were all within the CIs of mixture observed ESs and CRCs, respectively. Therefore, the toxic interactions of these 25 mixtures were actually additive action. The joint toxicity of the three ILs can be effectively evaluated by the ES method. We also studied the relationship between the mixture toxicities and component concentration proportions. This study can provide reference data for IL risk assessment of combined pollution. |
topic |
ionic liquids acetylcholinesterase equivalent-surface mixture toxicity concentration addition independent action co-toxicity coefficient |
url |
https://www.mdpi.com/1422-0067/20/21/5330 |
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