| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 4408837 | Chemosphere | 2014 | 7 Pages |
•Aquatic medium provides reasonable opportunity for assessing toxicity of chemicals.•Ionic liquids (ILs) are not devoid of hazardous outcomes.•Predictive models have been developed here for toxicity of ILs to S. vacuolatus.•The employed descriptors attempt to unfold the chemistry responsible for toxicity.•Compliance with the OECD norms provides an assured degree of model reliability.
Hazardous potential of ionic liquids is becoming an issue of high concern with increasing application of these compounds in various industrial processes. Predictive toxicological modeling on ionic liquids provides a rational assessment strategy and aids in developing suitable guidance for designing novel analogues. The present study attempts to explore the chemical features of ionic liquids responsible for their ecotoxicity towards the green algae Scenedesmus vacuolatus by developing mathematical models using extended topochemical atom (ETA) indices along with other categories of chemical descriptors. The entire study has been conducted with reference to the OECD guidelines for QSAR model development using predictive classification and regression modeling strategies. The best models from both the analyses showed that ecotoxicity of ionic liquids can be decreased by reducing chain length of cationic substituents and increasing hydrogen bond donor feature in cations, and replacing bulky unsaturated anions with simple saturated moiety having less lipophilic heteroatoms.
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