Regression model (regression)
Open in:QDB ExplorerQDB Predictor
Name | Type | n |
R2 |
σ |
---|---|---|---|---|
Training set | training | 12 | 0.948 | 0.267 |
Validation set | external validation | 3 | 0.990 | 0.131 |
Regression model (regression)
Open in:QDB ExplorerQDB Predictor
Name | Type | n |
R2 |
σ |
---|---|---|---|---|
Training set | training | 46 | 0.775 | 0.410 |
Validation set i | external validation | 14 | 0.167 | 0.692 |
Regression model (regression)
Open in:QDB ExplorerQDB Predictor
Name | Type | n |
R2 |
σ |
---|---|---|---|---|
Training set | training | 46 | 0.767 | 0.417 |
Validation set i | external validation | 14 | 0.448 | 0.508 |
Regression model (regression)
Open in:QDB ExplorerQDB Predictor
Name | Type | n |
R2 |
σ |
---|---|---|---|---|
Training set | training | 46 | 0.701 | 0.398 |
Validation set i | external validation | 14 | 0.403 | 0.515 |
Regression model (regression)
Open in:QDB ExplorerQDB Predictor
Name | Type | n |
R2 |
σ |
---|---|---|---|---|
Training set | training | 46 | 0.643 | 0.429 |
Validation set i | external validation | 14 | 0.327 | 0.488 |
Regression model (regression)
Open in:QDB ExplorerQDB Predictor
Name | Type | n |
R2 |
σ |
---|---|---|---|---|
Training set | training | 46 | 0.751 | 0.436 |
Validation set i | external validation | 14 | 0.651 | 0.404 |
When using this QDB archive, please cite (see details) it together with the original article:
Oja, M.; Maran, U. Data for: Quantitative structure-permeability relationships at various pH values for neutral and amphoteric drugs and drug-like compounds. QsarDB repository, QDB.184. 2016. https://doi.org/10.15152/QDB.184
Oja, M.; Maran, U. Quantitative structure-permeability relationships at various pH values for neutral and amphoteric drugs and drug-like compounds. SAR QSAR Environ. Res. 2016, 27, 813-832. https://doi.org/10.1080/1062936X.2016.1238408
Title: | Oja, M.; Maran, U. Quantitative structure-permeability relationships at various pH values for neutral and amphoteric drugs and drug-like compounds. SAR QSAR Environ. Res. 2016, 27, 813-832. |
Abstract: | Human intestinal absorption is a key property for orally administered drugs and is dependent on pH. This study focuses on neutral and amphoteric compounds and their membrane permeabilities across the range of pH values found in the human intestine. The membrane permeability values for 15 neutral and 60 amphoteric compounds at pH 3, 5, 7.4 and 9 were measured using the parallel artificial membrane permeability assay (PAMPA). For each data series the quantitative structure-permeability relationships were developed and analysed. The results show that the membrane permeability of neutral compounds is attributed to a single structural characteristic, the hydrogen bond donor ability. Amphoteric compounds are more complex because of their chemical constitution, and therefore require three-parameter models to describe and predict membrane permeability. Analysis of the models for amphoteric compounds reveals that membrane permeability depends on multiple structural characteristics; the partition coefficient, hydrogen bond properties and the shape of the molecules. In addition to conventional validation strategies, two external compounds (isradipine and omeprazole) were tested and revealed very good agreement of pH profiles between experimental and predicted membrane permeability for all of the developed models. |
URI: | http://hdl.handle.net/10967/184
http://dx.doi.org/10.15152/QDB.184 |
Date: | 2016-09-14 |
Funding: | This work was supported by the Estonian Ministry for Education and Research [grant number IUT34-14]. |
Name | Description | Format | Size | View |
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2016SQER.zip | QSAR model for membrane permeability of neutral and amphoteric compounds | application/zip | 111.2Kb | View/ |