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Improvement of quantitative structure-activity relationship (QSAR) tools for predicting Ames mutagenicity: outcomes of the Ames/QSAR International Challenge Project.
Honma M, Kitazawa A, Cayley A, Williams RV, Barber C, Hanser T, Saiakhov R, Chakravarti S, Myatt GJ, Cross KP, Benfenati E, Raitano G, Mekenyan O, Petkov P, Bossa C, Benigni R, Battistelli CL, Giuliani A, Tcheremenskaia O, DeMeo C, Norinder U, Koga H, Jose C, Jeliazkova N, Kochev N, Paskaleva V, Yang C, Daga PR, Clark RD, Rathman J. Honma M, et al. Among authors: williams rv. Mutagenesis. 2019 Mar 6;34(1):3-16. doi: 10.1093/mutage/gey031. Mutagenesis. 2019. PMID: 30357358 Free PMC article.
Utility of published DNA reactivity alerts.
Myden A, Guesne SJ, Cayley A, Williams RV. Myden A, et al. Regul Toxicol Pharmacol. 2017 Aug;88:77-86. doi: 10.1016/j.yrtph.2017.05.016. Epub 2017 May 23. Regul Toxicol Pharmacol. 2017. PMID: 28549899
It's difficult, but important, to make negative predictions.
Williams RV, Amberg A, Brigo A, Coquin L, Giddings A, Glowienke S, Greene N, Jolly R, Kemper R, O'Leary-Steele C, Parenty A, Spirkl HP, Stalford SA, Weiner SK, Wichard J. Williams RV, et al. Regul Toxicol Pharmacol. 2016 Apr;76:79-86. doi: 10.1016/j.yrtph.2016.01.008. Epub 2016 Jan 16. Regul Toxicol Pharmacol. 2016. PMID: 26785392
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