Regression model (regression)
Open in:QDB ExplorerQDB Predictor
Name | Type | n |
R2 |
σ |
---|---|---|---|---|
Training | training | 39 | 0.681 | 0.620 |
Regression model (regression)
Open in:QDB ExplorerQDB Predictor
Name | Type | n |
R2 |
σ |
---|---|---|---|---|
Training | training | 34 | 0.776 | 0.501 |
When using this QDB archive, please cite (see details) it together with the original article:
Ruusmann, V. Data for: Structure-toxicity relationships for selected halogenated aliphatic chemicals. QsarDB repository, QDB.38. 2012. https://doi.org/10.15152/QDB.38
Akers, K. S.; Sinks, G. D.; Schultz, T. W. Structure-toxicity relationships for selected halogenated aliphatic chemicals. Environ. Toxicol. Pharmacol. 1999, 7, 33–39. https://doi.org/10.1016/S1382-6689(98)00048-9
Title: | Akers, K.S.; Sinks, G.D.; Schultz, T.W. Structure-toxicity relationships for selected halogenated aliphatic chemicals. Environ. Toxicol. Pharmacol. 1999, 7, 1, 33–39. |
Abstract: | Toxicity to the ciliate Tetrahymena pyriformis (log(IGC(50)(-1))) for 39 halogen-substituted alkanes, alkanols, and alkanitriles were obtained experimentally. Log(IGC(50)(-1)) along with the hydrophobic term, logK(ow) (1-octanol/water partition coefficient) and the electrophilic parameter, E(lumo) (the energy of the lowest unoccupied molecular orbital) were used to develop quantitative structure-activity relationships (QSARs). Two strong hydrophobic dependent relationships were obtained: one for the haloalkanes and a second for the haloalcohols. The relationship for the haloalkanes [log(IGC(50)(-1))=0.92 (logK(ow))-2.58; n=4, r(2)=0.993, s=0.063, f=276, Pr>f=0.0036] was not different from baseline toxicity. With the rejection of 1,3-dibromo-2-propanol as a statistical outlier, the relationship [log(IGC(50)(-1))=0.63(logK(ow))-1.18; n=19, r(2)=0.860, s=0.274, f=104, Pr>f=0.0001] was observed for the haloalcohols. No hydrophobicity-dependent model (r(2)=0.165) was observed for the halonitriles. However, an electrophilicity-dependent model [log(IGC(50)(-1))=-1.245(E(lumo))+0.73; n=15, r(2)=0.588, s=0.764, F=18.6, Pr>f=0.0009] was developed for the halonitriles. Additional analysis designed to examine surface-response modeling of all three chemical classes met with some success. Following rejection of statistical outliers, the plane [log(IGC(50)(-1))=0.60(logK(ow))-0.747(E(lumo))-0.37; n=34, r(2)=0.915, s=0.297, F=162, Pr>F=0.0001] was developed. The halogenated alcohols and nitriles tested all had observed toxicity in excess of non-reactive baseline toxicity (non-polar narcosis). This observation along with the complexity of the structure-toxicity relationships developed in this study suggests that the toxicity of haloalcohols and halonitriles is by multiple and/or mixed mechanisms of action which are electro(nucleo)philic in character. |
URI: | http://hdl.handle.net/10967/38
http://dx.doi.org/10.15152/QDB.38 |
Date: | 2012-05-23 |
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S1382668998000489.qdb.zip | n/a | application/zip | 6.345Kb | View/ |