David W. Roberts
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
David W. Roberts has a total of 62 co-authors. Here are the top co-authors by number of shared publications:
- Grace Patlewicz
Center for Computational Toxicology & Exposure (CCTE), U.S. Environmental Protection Agency, Research Triangle Park, Durham, NC 27709, USA
13 shared publications - Aynur Osman Aptula
Unilever Safety and Environmental Assurance Centre, Colworth Science Park, Sharnbrook, Bedford, MK44 1LQ, United Kingdom
12 shared publications Anne Marie Api
Research Institute for Fragrance Materials, Inc, 1200 MacArthur Boulevard no. 306, Mahwah, New Jersey 07430, United States
4 shared publications- Anne Marie Api
Research Institute for Fragrance Materials, Inc., 50 Tice Boulevard, Woodcliff Lake, NJ, 07677, USA
4 shared publications David A. Basketter
DABMEB Consultancy Ltd, Abbey View, Abbey St, Kingswood, Wotton-under-Edge, GL12 8RN, UK
3 shared publicationsIan Kimber
Faculty of Biology, Medicine and Health, University of Manchester, Manchester, M13 9PT, UK
2 shared publications
Latest Publications
- Open Access
- 28 August 2026
- Published by American Chemical Society (ACS) in Chemical Research in Toxicology
- Vol. 39 (9) , 1648-1658
QSAR Modeling of Acute Aquatic Toxicity of Ethoxylated Alcohol Mixtures, and Estimation of Solubility Cut-Offs
Commercial nonionic surfactants are multicomponent mixtures, typically derived from ethoxylation of a primary alcohol that may be a mixture of homologues and isomers with a range of degrees of ethoxylation. Daphnia magna and Vibrio fischeri toxicity data have been obtained for several nonionic surfactants, covering a wide range of average degrees of ethoxylation and parent alcohol structure, including both narrow-range and broad-range ethoxamer distributions. These data are analyzed by means of a general narcosis quantitative structure–activity relationship (QSAR) based on calculated log P values together with mixture toxicity equations. In some cases not all components are sufficiently soluble to make their full toxic contributions. An approach for identifying such components and for taking their reduced toxic contributions into account is derived from previously published structure-solubility relationships and validated against the experimental toxicity data.
- 28 August 2026
- Published by American Chemical Society (ACS) in Chemical Research in Toxicology
- Vol. 39 (9) , 1648-1658
Open AccessQSAR Modeling of Acute Aquatic Toxicity of Ethoxylated Alcohol Mixtures, and Estimation of Solubility Cut-Offs
Commercial nonionic surfactants are multicomponent mixtures, typically derived from ethoxylation of a primary alcohol that may be a mixture of homologues and isomers with a range of degrees of ethoxylation. Daphnia magna and Vibrio fischeri toxicity data have been obtained for several nonionic surfactants, covering a wide range of average degrees of ethoxylation and parent alcohol structure, including both narrow-range and broad-range ethoxamer distributions. These data are analyzed by means of a general narcosis quantitative structure–activity relationship (QSAR) based on calculated log P values together with mixture toxicity equations. In some cases not all components are sufficiently soluble to make their full toxic contributions. An approach for identifying such components and for taking their reduced toxic contributions into account is derived from previously published structure-solubility relationships and validated against the experimental toxicity data.
- 27 June 2025
- Published by Springer Nature in Current Treatment Options in Allergy
- Vol. 12 (1) , 1-14
Chemical Aspects of Allergic Contact Dermatitis: A 21 st Century Perspective
- 27 June 2025
- Published by Springer Nature in Current Treatment Options in Allergy
- Vol. 12 (1) , 1-14
Chemical Aspects of Allergic Contact Dermatitis: A 21 st Century Perspective
- Open Access
- 11 September 2024
- Published by American Chemical Society (ACS) in Chemical Research in Toxicology
- Vol. 37 (11) , 1757-1768
Updating Reaction Mechanistic Domains for Skin Sensitization: 1. Nucleophilic Skin Sensitizers
It has long been recognized that skin sensitizers either are electrophilic or can be activated to electrophilic species. Several nonanimal assays for skin sensitization are based on this premise. In the course of a project to update dermal sensitization thresholds (DST), we found a substantial number of sensitizers, with no electrophilic or pro-electrophilic alerts, that could be simply explained in terms of the sensitizer acting as a nucleophile. In some cases, the nucleophilic center is a sulfur or phosphorus atom, while in others, it is an aromatic carbon atom. For carbon-centered nucleophiles, a quantitative mechanistic model based on a combination of Hammett σ+ and logP values has been derived. This has been applied to rationalize several groups of known sensitizers with no electrophilic or pro-electrophilic alerts, including anacardic acids and cardols, which are known human sensitizers associated with, inter alia, cashew nut oil, mango, and Ginkgo biloba. The possibility of nucleophilic sensitization needs to be considered when evaluating new chemicals for skin sensitization potential and potency by nonanimal assays, particularly those based on the premise that skin sensitization is dependent upon reactions of electrophiles with skin protein-based nucleophiles.
- 11 September 2024
- Published by American Chemical Society (ACS) in Chemical Research in Toxicology
- Vol. 37 (11) , 1757-1768
Open AccessUpdating Reaction Mechanistic Domains for Skin Sensitization: 1. Nucleophilic Skin Sensitizers
It has long been recognized that skin sensitizers either are electrophilic or can be activated to electrophilic species. Several nonanimal assays for skin sensitization are based on this premise. In the course of a project to update dermal sensitization thresholds (DST), we found a substantial number of sensitizers, with no electrophilic or pro-electrophilic alerts, that could be simply explained in terms of the sensitizer acting as a nucleophile. In some cases, the nucleophilic center is a sulfur or phosphorus atom, while in others, it is an aromatic carbon atom. For carbon-centered nucleophiles, a quantitative mechanistic model based on a combination of Hammett σ+ and logP values has been derived. This has been applied to rationalize several groups of known sensitizers with no electrophilic or pro-electrophilic alerts, including anacardic acids and cardols, which are known human sensitizers associated with, inter alia, cashew nut oil, mango, and Ginkgo biloba. The possibility of nucleophilic sensitization needs to be considered when evaluating new chemicals for skin sensitization potential and potency by nonanimal assays, particularly those based on the premise that skin sensitization is dependent upon reactions of electrophiles with skin protein-based nucleophiles.
- 24 February 2024
- Published by Elsevier in Regulatory Toxicology and Pharmacology
- Vol. 148, 105582
Dealing with substances with no defined molecular weight in non-animal assays for skin sensitization. A comment on “Plant extracts, polymers and new approach methods: Practical experience with skin sensitization assessment” ( )”
- 24 February 2024
- Published by Elsevier in Regulatory Toxicology and Pharmacology
- Vol. 148, 105582
Dealing with substances with no defined molecular weight in non-animal assays for skin sensitization. A comment on “Plant extracts, polymers and new approach methods: Practical experience with skin sensitization assessment” ( )”
- Open Access
- 11 December 2023
- Published by American Chemical Society (ACS) in Chemical Research in Toxicology
- Vol. 37 (1) , 16-19
Electrophilic Reactivity of Sulfated Alcohols in the Context of Skin Sensitization
The surfactant sodium lauryl sulfate (SLS), although consistently positive in the murine local lymph node assay (LLNA) for skin sensitization, shows no evidence of being a human sensitizer and is often described as a false positive, lacking structural alerts for sensitization. However, there is evidence of the cinnamyl sulfate anion being the metabolite responsible for the sensitization potential of cinnamyl alcohol to humans and in animal tests. Here, manufacturing chemistry data and physical organic chemistry principles are applied to confirm that SLS is not reactive enough to sensitize, whereas sensitization to cinnamyl alcohol via cinnamyl sulfate is plausible. Sensitization data for several other primary alcohols, including geraniol, farnesol, and possibly hydrocortisone, are also consistent with this mechanism. It seems possible that biosulfation may play a wider role than has previously been recognized in skin sensitization.
- 11 December 2023
- Published by American Chemical Society (ACS) in Chemical Research in Toxicology
- Vol. 37 (1) , 16-19
Open AccessElectrophilic Reactivity of Sulfated Alcohols in the Context of Skin Sensitization
The surfactant sodium lauryl sulfate (SLS), although consistently positive in the murine local lymph node assay (LLNA) for skin sensitization, shows no evidence of being a human sensitizer and is often described as a false positive, lacking structural alerts for sensitization. However, there is evidence of the cinnamyl sulfate anion being the metabolite responsible for the sensitization potential of cinnamyl alcohol to humans and in animal tests. Here, manufacturing chemistry data and physical organic chemistry principles are applied to confirm that SLS is not reactive enough to sensitize, whereas sensitization to cinnamyl alcohol via cinnamyl sulfate is plausible. Sensitization data for several other primary alcohols, including geraniol, farnesol, and possibly hydrocortisone, are also consistent with this mechanism. It seems possible that biosulfation may play a wider role than has previously been recognized in skin sensitization.
- Open Access
- 8 November 2023
- Published by Wiley in Contact Dermatitis
- Vol. 90 (1) , 84-88
Skin sensitization data for methyl esters of sulphonic acids—Corrections to published databases required
Background: Several methyl esters of sulphonic acids are listed in murine local lymph node assay (LLNA) databases, with dose-response data and EC3 values. However, some of these entries are questionable-in one case the chemical tested is not the chemical named in the databases and in others the EC3 value has been derived by extrapolation from data that do not meet the applicability criteria for the approved extrapolation method. Objectives: To consider how LLNA data came to be attributed to the wrong chemical and to address the inappropriate extrapolated EC3 values. Methods: Dose-response data for methyl hexadec-3-enesulphonate (wrongly named as methyl hexadec-1-enesulphonate), two other methyl sulphonates and hexadec-1-ene-1,3-sultone are re-evaluated using the single dose probit extrapolation method (SDPEM). The different reaction chemistry profiles of methyl hexadec-3-enesulphonate and methyl hexadec-1-enesulphonate are discussed.Results: Extrapolated EC3 values for hexadec-1-ene-1,3-sultone are the same by both methods but for the methyl sulphonates the differences are substantial. Conclusions: Current databases should be corrected and further analysed to identify other cases where EC3 values are likely to be unreliable due to inappropriate estimation by extrapolation.
- 8 November 2023
- Published by Wiley in Contact Dermatitis
- Vol. 90 (1) , 84-88
Open AccessSkin sensitization data for methyl esters of sulphonic acids—Corrections to published databases required
Background: Several methyl esters of sulphonic acids are listed in murine local lymph node assay (LLNA) databases, with dose-response data and EC3 values. However, some of these entries are questionable-in one case the chemical tested is not the chemical named in the databases and in others the EC3 value has been derived by extrapolation from data that do not meet the applicability criteria for the approved extrapolation method. Objectives: To consider how LLNA data came to be attributed to the wrong chemical and to address the inappropriate extrapolated EC3 values. Methods: Dose-response data for methyl hexadec-3-enesulphonate (wrongly named as methyl hexadec-1-enesulphonate), two other methyl sulphonates and hexadec-1-ene-1,3-sultone are re-evaluated using the single dose probit extrapolation method (SDPEM). The different reaction chemistry profiles of methyl hexadec-3-enesulphonate and methyl hexadec-1-enesulphonate are discussed.Results: Extrapolated EC3 values for hexadec-1-ene-1,3-sultone are the same by both methods but for the methyl sulphonates the differences are substantial. Conclusions: Current databases should be corrected and further analysed to identify other cases where EC3 values are likely to be unreliable due to inappropriate estimation by extrapolation.
- Open Access
- 26 April 2023
- Published by Elsevier in Regulatory Toxicology and Pharmacology
- Vol. 141, 105402
Specificity of the local lymph node assay (LLNA) for skin sensitisation
- 26 April 2023
- Published by Elsevier in Regulatory Toxicology and Pharmacology
- Vol. 141, 105402
Open AccessSpecificity of the local lymph node assay (LLNA) for skin sensitisation
- 12 April 2023
- Published by American Chemical Society (ACS) in Chemical Research in Toxicology
- Vol. 36 (5) , 747-756
Chemistry of Isoeugenol and Its Oxidation Products: Mechanism and Kinetics of Isoeugenol as a Skin Sensitizer
Structurally similar phytochemical compounds may elicit markedly different skin sensitization responses. Eugenol and isoeugenol are natural phenylpropanoids found in various essential oils are frequently used as fragrance ingredients in consumer products due to their pleasing aromatic properties. Both compounds are also skin sensitizers with isoeugenol being a stronger sensitizer than eugenol. The most commonly accepted mechanisms for haptenation by eugenol involve formation of a quinone methide or an ortho-quinone intermediate. The mechanism for the increased skin response to isoeugenol remains elusive, although quinone methide intermediates have been proposed. The recent identification of diastereomeric 7,4'-oxyneolignans as electrophilic, thiol-depleting isoeugenol derivatives has revived interest in the possible role of elusive reactive intermediates associated with the isoeugenol's haptenation process. In the present work, integrated non-animal skin sensitization methods were performed to determine the ability of syn-7,4'-oxyneolignan to promote haptenation and activation of further molecular pathways in keratinocytes and dendritic cells, confirming it as a candidate skin sensitizer. Kinetic NMR spectroscopic studies using dansyl cysteamine (DCYA) confirmed the first ordered nature of the nucleophilic addition for the syn-7,4'-oxyneolignan. Computational studies reaffirmed the "syn" stereochemistry of the isolated 7,4'-oxyneolignans along with that of their corresponding DCYA adducts and provided evidence for the preferential stereoselectivity. A plausible rationale for isoeugenol's strong skin sensitization is proposed based on the formation of a hydroxy quinone methide as a reactive intermediate rather than the previously assumed quinone methide.
- 12 April 2023
- Published by American Chemical Society (ACS) in Chemical Research in Toxicology
- Vol. 36 (5) , 747-756
Chemistry of Isoeugenol and Its Oxidation Products: Mechanism and Kinetics of Isoeugenol as a Skin Sensitizer
Structurally similar phytochemical compounds may elicit markedly different skin sensitization responses. Eugenol and isoeugenol are natural phenylpropanoids found in various essential oils are frequently used as fragrance ingredients in consumer products due to their pleasing aromatic properties. Both compounds are also skin sensitizers with isoeugenol being a stronger sensitizer than eugenol. The most commonly accepted mechanisms for haptenation by eugenol involve formation of a quinone methide or an ortho-quinone intermediate. The mechanism for the increased skin response to isoeugenol remains elusive, although quinone methide intermediates have been proposed. The recent identification of diastereomeric 7,4'-oxyneolignans as electrophilic, thiol-depleting isoeugenol derivatives has revived interest in the possible role of elusive reactive intermediates associated with the isoeugenol's haptenation process. In the present work, integrated non-animal skin sensitization methods were performed to determine the ability of syn-7,4'-oxyneolignan to promote haptenation and activation of further molecular pathways in keratinocytes and dendritic cells, confirming it as a candidate skin sensitizer. Kinetic NMR spectroscopic studies using dansyl cysteamine (DCYA) confirmed the first ordered nature of the nucleophilic addition for the syn-7,4'-oxyneolignan. Computational studies reaffirmed the "syn" stereochemistry of the isolated 7,4'-oxyneolignans along with that of their corresponding DCYA adducts and provided evidence for the preferential stereoselectivity. A plausible rationale for isoeugenol's strong skin sensitization is proposed based on the formation of a hydroxy quinone methide as a reactive intermediate rather than the previously assumed quinone methide.
- Open Access
- 3 July 2022
- Published by Taylor & Francis in Critical Reviews in Toxicology
- Vol. 52 (6) , 420-430
Peptide reactivity assays for skin sensitisation – scope and limitations
The direct peptide reactivity assay (DPRA) is an OECD test guideline method that aims to determine if a chemical is reactive enough to be a skin sensitiser. It involves incubation of the test chemical at 5 mMolar concentration for 24 h with a cysteine-based peptide at 0.5 mMolar concentration and measurement of the percentage depletion (DP) of the peptide. The kinetic direct peptide reactivity assay (kDPRA) is derived from the DPRA and involves incubating the peptide with the test chemical at a range of concentrations and incubation times to produce a data matrix of DP values, which is analysed to give a reactivity parameter logkmax that assigns chemicals to the 1A potency class (high potency) if logkmax reaches the threshold value of −2. Here the DPRA, with a threshold of 47% DP, is compared against the kDPRA for their abilities to distinguish between the 1A and non-1A potency classes. It is found that they perform very similarly against a dataset of 157 chemicals with known potency, with only marginal differences in predictive performance. The thresholds of −2.0 (kDPRA) and 47% DP (DPRA) to distinguish 1A sensitisers are not scientific absolutes but the best compromises for a heterogenous set of data containing classes of chemicals for which different thresholds would be applicable. It is concluded that although the kDPRA represents a major advance towards predicting skin sensitisation potency on a continuous basis without animal testing, it offers no significant advantage over the DPRA for the purpose of 1A classification.
- 3 July 2022
- Published by Taylor & Francis in Critical Reviews in Toxicology
- Vol. 52 (6) , 420-430
Open AccessPeptide reactivity assays for skin sensitisation – scope and limitations
The direct peptide reactivity assay (DPRA) is an OECD test guideline method that aims to determine if a chemical is reactive enough to be a skin sensitiser. It involves incubation of the test chemical at 5 mMolar concentration for 24 h with a cysteine-based peptide at 0.5 mMolar concentration and measurement of the percentage depletion (DP) of the peptide. The kinetic direct peptide reactivity assay (kDPRA) is derived from the DPRA and involves incubating the peptide with the test chemical at a range of concentrations and incubation times to produce a data matrix of DP values, which is analysed to give a reactivity parameter logkmax that assigns chemicals to the 1A potency class (high potency) if logkmax reaches the threshold value of −2. Here the DPRA, with a threshold of 47% DP, is compared against the kDPRA for their abilities to distinguish between the 1A and non-1A potency classes. It is found that they perform very similarly against a dataset of 157 chemicals with known potency, with only marginal differences in predictive performance. The thresholds of −2.0 (kDPRA) and 47% DP (DPRA) to distinguish 1A sensitisers are not scientific absolutes but the best compromises for a heterogenous set of data containing classes of chemicals for which different thresholds would be applicable. It is concluded that although the kDPRA represents a major advance towards predicting skin sensitisation potency on a continuous basis without animal testing, it offers no significant advantage over the DPRA for the purpose of 1A classification.