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Prediction of Halocarbon Toxicity from Structure: A Hierarchical QSAR Approach.


DE200415007793

Publication Date 2003
Personal Author Gute, B. D.; Balasubramanian, K.; Geiss, K.; Basak, S. C.
Page Count 34
Abstract Mathematical structural invariants and quantum theoretical descriptors have been used extensively in quantitative structure-activity relationships (QSARs) for the estimation of pharmaceutical activities, biological properties, physicochemical properties, and the toxicities of chemicals. Recently our research team has explored the relative importance of various levels of chemodescriptors, i.e., topostructural, topochemical, geometrical, and quantum theoretical descriptors, in property estimation. This study examines the contribution of chemodescriptors ranging from topostructural to quantum theoretic calculations up to the Gaussian STO-3G level in the prediction of the toxicity of a set of twenty halocarbons. We also report the results of experimental cell-level toxicity studies on these twenty halocarbons to validate our models.
Keywords
  • Toxicity
  • Drugs
  • Quantitative analysis
  • Forecasting
  • Mixtures
  • Chemical compounds
  • Pharmocokinetics
  • Biological properties
  • Physicochemical properties
  • Mathematical models
  • Quantitative structure-activity relationships(QSARs)
  • QSARs(Quantitative structure-activity relationships)
Source Agency
  • Technical Information Center Oak Ridge Tennessee
Corporate Authors Lawrence Livermore National Lab., CA.; Department of Energy, Washington, DC.
Supplemental Notes Sponsored by Department of Energy, Washington, DC.
Document Type Technical Report
NTIS Issue Number 200505
Prediction of Halocarbon Toxicity from Structure: A Hierarchical QSAR Approach.
Prediction of Halocarbon Toxicity from Structure: A Hierarchical QSAR Approach.
DE200415007793

  • Toxicity
  • Drugs
  • Quantitative analysis
  • Forecasting
  • Mixtures
  • Chemical compounds
  • Pharmocokinetics
  • Biological properties
  • Physicochemical properties
  • Mathematical models
  • Quantitative structure-activity relationships(QSARs)
  • QSARs(Quantitative structure-activity relationships)
  • Technical Information Center Oak Ridge Tennessee
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