Benigni, R.; Conti, L.; Crebelli, R.; Rodomonte, A.; Vari’, M. R. Simple and α,β-unsaturated aldehydes: Correct prediction of genotoxic activity through structure-activity relationship models. Environ. Mol. Mutagen. 2005, 46, 268–280.

QsarDB Repository

Benigni, R.; Conti, L.; Crebelli, R.; Rodomonte, A.; Vari’, M. R. Simple and α,β-unsaturated aldehydes: Correct prediction of genotoxic activity through structure-activity relationship models. Environ. Mol. Mutagen. 2005, 46, 268–280.

QDB archive DOI: 10.15152/QDB.216   DOWNLOAD

QsarDB content

Property logTA100: Mutagenic potency in strain TA100 [log(revertants/umol)]

Eq3: Model for mutagenicityof α,β‐unsaturated aldehydes

Regression model (regression)

Open in:QDB ExplorerQDB Predictor

NameTypen

R2

σ

Training settraining170.8410.490

Property Genotoxicity: Genotoxic class

Eq1: Genotoxic classification of simple aldehydes

Regression model (classification)

Open in:QDB ExplorerQDB Predictor

NameTypenAccuracy
Training settraining81.000
Test setexternal validation21.000

Property Mutagenicity: Mutagenic class

Eq2: Mutagenic classification of α,β‐unsaturated aldehydes

Regression model (classification)   QMRF

Open in:QDB ExplorerQDB Predictor

NameTypenAccuracy
Training settraining201.000
Test setexternal validation51.000

Citing

When using this QDB archive, please cite (see details) it together with the original article:

  • Piir, G. Data for: Simple and α,β-unsaturated aldehydes: Correct prediction of genotoxic activity through structure-activity relationship models. QsarDB repository, QDB.216. 2020. https://doi.org/10.15152/QDB.216

  • Benigni, R.; Conti, L.; Crebelli, R.; Rodomonte, A.; Vari’, M. R. Simple and α,β-unsaturated aldehydes: Correct prediction of genotoxic activity through structure-activity relationship models. Environ. Mol. Mutagen. 2005, 46, 268–280. https://doi.org/10.1002/em.20158

Metadata

Show simple item record

dc.date.accessioned2020-02-28T13:12:00Z
dc.date.available2020-02-28T13:12:00Z
dc.date.issued2020-02-28
dc.identifier.urihttp://hdl.handle.net/10967/216
dc.identifier.urihttp://dx.doi.org/10.15152/QDB.216
dc.description.abstractAldehydes are widespread environmental and industrial compounds, able to stimulate a range of adverse health effects (e.g., general toxicity, allergenic reactions, mutagenicity, and carcinogenicity). We have previously presented quantitative structure–activity relationships (QSARs) for the genotoxicity of simple and α,β‐unsaturated aliphatic aldehydes. In this study, we show that the QSAR models are able to correctly predict––based only on the knowledge of the chemical structure––the genotoxicity of other aldehydes, not considered in the development phase of the models. This adds confidence to the reliability of our QSAR models as tools for the theoretical assessment of the genotoxic hazard posed by aldehydes. The analysis of SOS Chromotest induction ability and the ease of formation of DNA adducts by the aldehydes provided further mechanistic insights
dc.publisherGeven Piir
dc.rightsAttribution 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.titleBenigni, R.; Conti, L.; Crebelli, R.; Rodomonte, A.; Vari’, M. R. Simple and α,β-unsaturated aldehydes: Correct prediction of genotoxic activity through structure-activity relationship models. Environ. Mol. Mutagen. 2005, 46, 268–280.
qdb.property.endpoint4. Human health effects 4.10. Mutagenicityen_US
qdb.property.speciesSalmonella typhimuriumen_US
qdb.descriptor.applicationDaylighten_US
qdb.descriptor.applicationMOPAC 6.0en_US
bibtex.entryarticleen_US
bibtex.entry.authorBenigni, R.
bibtex.entry.authorConti, L.
bibtex.entry.authorCrebelli, R.
bibtex.entry.authorRodomonte, A.
bibtex.entry.authorVari’, M. R.
bibtex.entry.doi10.1002/em.20158en_US
bibtex.entry.journalEnviron. Mol. Mutagen.en_US
bibtex.entry.number4en_US
bibtex.entry.pages268–280en_US
bibtex.entry.titleSimple and α,β-unsaturated aldehydes: Correct prediction of genotoxic activity through structure-activity relationship modelsen_US
bibtex.entry.volume46en_US
bibtex.entry.year2005
qdb.model.typeRegression model (classification)en_US
qdb.model.typeRegression model (regression)en_US
qdb.model.qmrfEq2=Q13-410-0067


Files in this item

NameDescriptionFormatSizeView
2005EMM268.qdb.zipModels for simple and α,β‐unsaturated aldehydesapplication/zip12.40KbView/Open
Q13-410-0067.pdfQMRFPDF37.33KbView/Open
Files associated with this item are distributed
under Creative Commons license.

This item appears in the following Collection(s)

Show simple item record