Regression model (regression)
Open in:QDB ExplorerQDB Predictor
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Training | training | 17 | 0.926 | 0.102 |
Regression model (regression)
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Training | training | 16 | 0.944 | 0.068 |
Regression model (regression)
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Training | training | 9 | 0.950 | 0.072 |
Regression model (regression)
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Name | Type | n |
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Training | training | 4 | 0.927 | 0.191 |
Regression model (regression)
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Training | training | 12 | 0.422 | 0.317 |
Regression model (regression)
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Name | Type | n |
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Training | training | 37 | 0.682 | 0.214 |
Regression model (regression)
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Name | Type | n |
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Training | training | 34 | 0.847 | 0.139 |
When using this QDB archive, please cite (see details) it together with the original article:
Ruusmann, V. Data for: QSAR Analyses of the Toxicity of Aliphatic Carboxylic Acids and Salts to Tetrahymena Pyriformis. QsarDB repository, QDB.69. 2012. https://doi.org/10.15152/QDB.69
Seward, J. R.; Schultz, T. W. QSAR Analyses of the Toxicity of Aliphatic Carboxylic Acids and Salts to Tetrahymena Pyriformis. SAR QSAR Environ. Res. 1999, 10, 557–568. https://doi.org/10.1080/10629369908033224
dc.date.accessioned | 2012-05-23T16:04:44Z | |
dc.date.available | 2012-05-23T16:04:44Z | |
dc.date.issued | 2012-05-23 | |
dc.identifier.uri | http://hdl.handle.net/10967/69 | |
dc.identifier.uri | http://dx.doi.org/10.15152/QDB.69 | |
dc.description.abstract | Carboxylic acids have been conspicuously absent from the quantitative structure activity relationship (QSAR) literature. This study investigated the aquatic toxicity (log(IGC50(-1)) of selected mono- and di-carboxylic acids and their sodium, or disodium salts, tested in the Tetrahymena population growth assay. The relationship between log(IGC50(-1)) and hydrophobicity as described by the 1-octanol/water partition coefficient (log Kow) revealed a distinct sub-class. The relationship [log(IGC50(-1)) = 0.27(log Kow) - 0.68; n = 16, r2 = 0.943, s = 0.07, F = 233, Pr > F = 0.0001] was derived for mono-carboxylic acids. The QSAR [log(IGC50(-1)) = 0.19(log Kow) - 0.66; n = 9, r2 = 0.951, s = 0.08, F = 135, Pr > F = 0.0001] was generated for the di-carboxylic acids. Regression analysis of data for the monosodium carboxylic acid salts yielded the model, log(IGC50(-1)) = 0.60 (log Kow) + 0.58; n = 4, r2 = 0.932, s = 0.19, F = 41.2, Pr > F = 0.008. Values for the ionization constant (pKa) and the energy of the lowest unoccupied molecular orbital (ELUMO) do not vary within the sub-class for saturated acids. Moreover, pKa and ELUMO did not describe differences in toxicity between sub-classes of saturated aliphatic carboxylic acids and salts. However, these descriptors did vary for unsaturated acids. Inclusion of unsaturated acids afforded the derivation of a global response-surface for all aliphatic carboxylic acids, log(IGC50(-1)) = 0.25(log Kow) - 0.13(ELUMO) - 0.54; n = 34, r2 = 0.850, s = 0.138, F = 87.9, Pr > F = 0.0001. Outliers to the response-surface included small molecules that provided 2-positions in which the molecule could potentially undergo electrophilic attacked and other more large, hydrophobic molecules. | |
dc.publisher | Villu Ruusmann | |
dc.rights | Attribution 4.0 International | |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | |
dc.title | Seward, J.R.; Schultz, T.W. QSAR Analyses of the Toxicity of Aliphatic Carboxylic Acids and Salts to Tetrahymena Pyriformis. SAR QSAR Environ. Res. 1999, 10, 6, 557–568. | |
qdb.property.endpoint | 6. Other (Acute toxicity to ciliate protozoa) | |
qdb.property.species | Tetrahymena pyriformis | |
qdb.descriptor.application | ClogP | |
qdb.descriptor.application | MOPAC 6 | |
bibtex.entry | article | |
bibtex.entry.author | Seward, J. R. | |
bibtex.entry.author | Schultz, T. W. | |
bibtex.entry.doi | 10.1080/10629369908033224 | |
bibtex.entry.journal | SAR QSAR Environ. Res. | |
bibtex.entry.number | 6 | |
bibtex.entry.pages | 557–568 | |
bibtex.entry.title | QSAR Analyses of the Toxicity of Aliphatic Carboxylic Acids and Salts to Tetrahymena Pyriformis | |
bibtex.entry.volume | 10 | |
bibtex.entry.year | 1999 | |
qdb.model.type | Regression model (regression) |
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757081463.qdb.zip | n/a | application/zip | 10.26Kb | View/ |