2008
DOI: 10.1097/aci.0b013e3282f4cadd
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Methods for the prediction of low-molecular-weight occupational respiratory sensitizers

Abstract: The most pragmatic as well as valid approach for screening large numbers of industrial chemicals for respiratory sensitization hazard is likely to consist of an algorithm starting with quantitative structure-activity relationship models. Further corroboration from animal or human data, however, may be required for chemicals with a positive result by quantitative structure-activity relationship.

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Cited by 42 publications
(29 citation statements)
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“…However, an understanding of structure-activity relationships may provide insight into the molecular mechanisms involved in the initial chemical reaction between environmental chemicals and the human host. 10 For some reactive groups, like carbonyl and amine, the presence of 2 or more fragments is associated with more significant odds ratios, supporting the hypothesis that bifunctional or polyfunctional chemicals-that is, those with cross-linking potential-are more likely to be asthmagens. Similarly, multiple chlorine atoms are required to confer allergenicity of hexachloroplatinate salts.…”
Section: Role Of Exposure In Pathophysiologic Mechanisms Characteristmentioning
confidence: 84%
See 1 more Smart Citation
“…However, an understanding of structure-activity relationships may provide insight into the molecular mechanisms involved in the initial chemical reaction between environmental chemicals and the human host. 10 For some reactive groups, like carbonyl and amine, the presence of 2 or more fragments is associated with more significant odds ratios, supporting the hypothesis that bifunctional or polyfunctional chemicals-that is, those with cross-linking potential-are more likely to be asthmagens. Similarly, multiple chlorine atoms are required to confer allergenicity of hexachloroplatinate salts.…”
Section: Role Of Exposure In Pathophysiologic Mechanisms Characteristmentioning
confidence: 84%
“…Because of the uncertainties regarding the molecular mechanism for LMW respiratory sensitizers, quantitative structure-activity relationships seem particularly appropriate because they make no a priori mechanistic assumptions. 9,10 Using a large data set of respiratory sensitizers and inactive controls, Cunningham et al 11 identified biophores and developed a categorical structure-activity model whose predictive power gave a sensitivity of 89% and a specificity of 95%. Jarvis et al 9 demonstrated that the odds ratios that indicate a chemical substructure is present in an asthmagenic compound compared with a control are elevated for a range of fragments, including reactive groups such as isocyanate, anhydride, acrylate, nitrogen, carbonyl, or amine.…”
Section: Role Of Exposure In Pathophysiologic Mechanisms Characteristmentioning
confidence: 99%
“…More recently there has been a growing commitment to examining the chemical characteristics of respiratory allergens. Progress is being made, particularly with respect to electrophilic reaction chemistry (Seed et al, 2008;Seed and Agius, 2010;Enoch et al, 2009Enoch et al, , 2010Enoch et al, , 2012Dik et al, 2014). However, despite some achievements the models available currently are not validated for the purposes of hazard identification, and are not suited to consideration of dose-response relationships during the acquisition of sensitisation, or the definition of threshold values.…”
Section: Quantitative Structure Activity Relationships (Qsar)mentioning
confidence: 97%
“…New tests should be based on mechanistic understanding and should be preferentially restricted to in vitro assays. Various methods have been used to develop (Q)SARs models for prediction of low-molecular-weight organic chemical respiratory sensitizers (Seed et al, 2008). Such methods, however, still require further corroboration from animal or human data.…”
Section: In Vitro Assessment Of Respiratory Sensitizersmentioning
confidence: 99%