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Updated: Mar 17, 2026

In Silico Modeling Method for Computational Aquatic Toxicology of Endocrine Disruptors: A Software-Based Approach Using QSAR Toolbox
Published on: August 28, 2019
Model Suite for Predicting the Aquatic Toxicity of α,β-Unsaturated Esters Triggered by Their Chemoavailability
Denis Mulliner1,2, Gerrit Schüürmann3,4
1UFZ Department of Ecological Chemistry, Helmholtz Centre for Environmental Research, Permoserstr. 15, 04318 Leipzig, Germany tel: +49-341-235-1262, fax: +49-341-235-1785.
Abstract:
For a Michael-acceptor set of 45 α,β-unsaturated esters, the 2(nd) -order rate constant of reaction with glutathione, log kGSH , was modeled through the quantum chemical reaction barrier (ΔE(≠) ) employing methane thiol as model nucleophile. Regression of their 48-h toxicity toward the ciliates Tetrahymena pyriformis (log EC50 , 50 % growth inhibition) on log Kow (octanol/water partition coefficient) and log kGSH revealed a variation in the relative weights of hydrophobicity and electrophilic reactivity as determinants of the aquatic toxicity. The difference DKk =log Kow -log kGSH turned out as a suitable means for predictively discriminating between narcosis-level (DKk >3.0) and excess-toxic (DKk <2.0) compounds. In the intermediate DKk range (2.0≤DKk ≤3.0), both narcosis-level and reactive-toxicity models are applicable for predicting aquatic toxicity. As such, DKk represents the chemoavailability of Michael-acceptor esters, characterizing their likelihood for undertaking covalent reactions with thiol sites of endogenous peptides and proteins. At the same time, DKk introduces a straightforward way for characterizing the applicability domain of QSAR (quantitative structure-activity relationship) models for predicting the toxicity of Michael-acceptor esters. The resultant model suite comprising QSARs for reactive toxicity and baseline narcosis is triggered by the compounds' chemoavailability, and yields predictions superior to existing approaches.
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