Andersson Patrik L, Oberg Kjell, Orn Ulrika
Environmental Chemistry, Umeå University, SE-901 87 Umeå, Sweden.
Environ Toxicol Chem. 2006 May;25(5):1275-82. doi: 10.1897/05-342r.1.
Three training sets were selected, each consisting of 10 structurally diverse compounds representative of brominated flame retardants (BFRs) that are either in use or have been used. Just three compounds account for nearly all the total production volume of BFRs. In the present study, however, the physicochemical characteristics of a far more structurally diverse set of 65 BFRs was explored using 15 molecular descriptors (including log P, constitutional counts, and semiempirical quantum mechanical parameters) and principal component analysis (PCA). The PCA generated an overview of the structural variation among BFRs, and certain compounds with unique physicochemical properties and specific clusters of compounds with distinct properties were identified. The training-set compounds were selected by applying the condensed information obtained from the PCA and statistical experimental design. The three training sets, which were designated as optimal, practical, and alternative, were selected either to maximize the structural variation (optimal) or to combine structural variation with practical advantages, such as ease of experimental handling and commercial availability (practical and alternative). Inclusion of the suggested compounds in assessments of the persistence, bioaccumulation, and toxicity properties of BFRs and related programs should help to increase our understanding of the effects and environmental fate of these compounds.
选择了三个训练集,每个训练集由10种结构各异的化合物组成,这些化合物代表了正在使用或曾经使用过的溴化阻燃剂(BFR)。仅三种化合物就占了BFR总产量的几乎全部。然而,在本研究中,使用15种分子描述符(包括log P、结构计数和半经验量子力学参数)和主成分分析(PCA)探索了一组结构更为多样的65种BFR的物理化学特性。PCA给出了BFR之间结构变化的概述,并识别出了具有独特物理化学性质的某些化合物以及具有不同性质的特定化合物簇。通过应用从PCA和统计实验设计中获得的精简信息来选择训练集化合物。这三个训练集被指定为最优、实用和替代训练集,选择它们要么是为了最大化结构变化(最优),要么是为了将结构变化与实际优势相结合,如便于实验操作和商业可得性(实用和替代)。将建议的化合物纳入对BFR的持久性、生物累积性和毒性特性的评估及相关项目中,应有助于增进我们对这些化合物的影响和环境归宿的理解。