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Predicting Uncoupling Toxicity of Organic Acids Based on Their Molecular Structure Using a Biophysical Model
Andrea Ebert1,2, Kai-Uwe Goss1,3
1Analytical Environmental Chemistry, Helmholtz Centre for Environmental Research - UFZ, Leipzig 04318, Germany.
A new mechanistic model predicts organic acid toxicity (ECw) using only chemical structures. This model aids early-stage chemical development by assessing toxicity and understanding factors like membrane permeability and heterodimerization.
Area of Science:
- Computational chemistry
- Toxicology
- Biophysics
Background:
- Organic acids can uncouple cellular energy production.
- Predicting this protonophoric uncoupling activity (ECw) is crucial for chemical safety.
- Existing methods often require extensive experimental data.
Purpose of the Study:
- To develop a purely mechanistic model for predicting protonophoric uncoupling activity (ECw) of organic acids.
- To enable toxicity predictions using only chemical structure information.
- To provide insights into factors influencing uncoupling activity.
Main Methods:
- Developed a mechanistic model incorporating monomer and heterodimer permeation.
- Input parameters derived solely from the chemical structure of organic acids.
- Validated the model against literature data from various biological systems (chromatophores, mitochondria, algae).
Main Results:
- The model successfully predicted ECw values across different experimental systems.
- Accurate reproduction of pH-dependencies in isolated mitochondria and intact cells.
- Demonstrated the model's ability to predict ECw based on chemical structure alone.
Conclusions:
- The mechanistic model offers a valuable tool for early-stage toxicity assessment of organic chemicals.
- The model provides mechanistic insights into protonophoric uncoupling, aiding drug design and chemical regulation.
- Structure-based prediction of ECw facilitates efficient chemical development and safety evaluation.
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