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Published on: August 3, 2016
Comparison of structure-activity relationships derived from two methods for estimating octanol-water partition
1United States Environmental Protection Agency, Health and Environmental Review Division, Washington, D.C. 20460, USA.
This study found that different calculation methods for the octanol-water partition coefficient (log Kow) yield similar results for predicting fish acute toxicity (log LC50). The choice of method had minimal impact on prediction accuracy for most compounds.
Area of Science:
- Environmental Toxicology
- Quantitative Structure-Activity Relationships (QSAR)
Background:
- Established linear relationships exist between fish acute toxicity (log LC50) and the octanol-water partition coefficient (log Kow).
- The method used to calculate log Kow can influence these relationships.
Purpose of the Study:
- To compare established linear relationships between log LC50 and log Kow using different log Kow calculation methods.
- To assess the impact of log Kow calculation methods on the prediction accuracy of fish acute toxicity.
Main Methods:
- Examined seven classes of compounds.
- Compared linear equation parameters (slope, intercept, r2, standard error) derived from two different log Kow calculation methods.
- Evaluated prediction accuracies for individual compounds.
Main Results:
- Linear equation parameters (slope, intercept, r2, standard error) were nearly identical for both log Kow calculation methods across all compound classes.
- Prediction accuracies for individual compounds varied between methods but were not significantly different.
Conclusions:
- The method of calculating log Kow has a negligible effect on the established linear relationships with fish acute toxicity.
- The choice of log Kow calculation method does not substantially alter the predictive power for acute toxicity in fish.
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