Theoretical descriptor for the correlation of aquatic toxicity of ionic liquids by quantitative structure–toxicity relationships

► The aquatic toxicity of ionic liquids has been modeled by QSAR. ► A more accurate model can be obtained by performing QM calculation in water environment by PCM. ► The model is able to reproduce well the experimental toxicity. ► Toxicity of new ionic liquid can be predicted by the model. Quantitat...

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Veröffentlicht in:Chemical engineering journal (Lausanne, Switzerland : 1996) Switzerland : 1996), 2011-11, Vol.175, p.17-23
Hauptverfasser: Bruzzone, S., Chiappe, C., Focardi, S.E., Pretti, C., Renzi, M.
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Sprache:eng
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Zusammenfassung:► The aquatic toxicity of ionic liquids has been modeled by QSAR. ► A more accurate model can be obtained by performing QM calculation in water environment by PCM. ► The model is able to reproduce well the experimental toxicity. ► Toxicity of new ionic liquid can be predicted by the model. Quantitative structure–toxicity relationships were developed for the prediction of toxicity to Vibrio fischeri using the CODESSA treatment. A four-parameter correlation was found for a class of ionic liquids based on halide. All the descriptors utilized are calculated only from the structures of the molecules, which makes it possible to predict unavailable or unknown ILs, in gas phase and in water (PCM treatment). Satisfactory correlations with the same descriptors were found for both cases but the employment of descriptors calculated in solvent assure a better correlation and a bigger reliability on the foresight.
ISSN:1385-8947
1873-3212
DOI:10.1016/j.cej.2011.08.073