Abstract
Abstract 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.
References
40
Referenced
72
10.1897/03-03
/ Environ Toxicol Chem / A comparison of the bioconcentration factors for brominated flame retardants with their nonbrominated analogues by Hardy (2004){'year': '2003', 'author': 'European Union.', 'key': '2025010318093690800_bib2'}
by European Union. (2003)10.1289/ehp.112-a978b
/ Environ Health Perspect / U.S. PBDE levels: Effects in mice by Cleet (2004)10.1016/S0160-4120(03)00121-1
/ Environ Int / An overview of commercially used brominated flame retardants, their applications, their use patterns in different countries/regions and possible modes of release by Alaee (2003)10.1016/S0045-6535(01)00235-1
/ Chemosphere / Exposure to polybrominated diphenyl ethers and tetrabromobisphenol A among computer technicians by Jakobsson (2002){'key': '2025010318093690800_bib6', 'first-page': '383', 'article-title': 'Brominated flame retardants in sediments from European estuaries, the Baltic Sea, and in sewage sludge', 'volume': '40', 'author': 'Sellström', 'year': '1999', 'journal-title': 'Organohalogen Compounds'}
/ Organohalogen Compounds / Brominated flame retardants in sediments from European estuaries, the Baltic Sea, and in sewage sludge by Sellström (1999)10.1016/0045-6535(95)00167-7
/ Chemosphere / Analysis of tetrabromobisphenol A in a product and environmental samples by Sellström (1995)10.1021/es000077n
/ Environ Sci Technol / Flame retardants in indoor air at an electronics recycling plant and at other work environments by Sjödin (2001)10.1002/etc.5620170612
/ Environ Toxicol Chem / Polybrominated diphenyl ethers and hexabromocyclododecane in sediment and fish from a Swedish river by Sellström (1998)10.1021/es034614q
/ Environ Sci Technol / Higher brominated diphenyl ethers and hexabromocyclododecane found in eggs of peregrine falcons (Falco peregrinus) breeding in Sweden by Lindberg (2004)10.1021/es034968h
/ Environ Sci Technol / Biomagnification of α- and γ-hexabromocyclododecane isomers in a Lake Ontario food web by Tomy (2004)10.1016/S0045-6535(03)00758-6
/ Chemosphere / The environmental occurrence of hexabromocyclododecane in Sweden by Remberger (2003)10.1016/S0045-6535(01)00225-9
/ Chemosphere / An overview of brominated flame retardants in the environment by de Wit (2002)10.1021/es050738m
/ Environ Sci Technol / Flame retardants and methoxylated and hydroxylated polybrominated diphenyl ethers in two Norwegian arctic top predators: Glaucous gulls and polar bears by Verreault (2005){'key': '2025010318093690800_bib15', 'first-page': '643', 'article-title': 'Flame retardant exposure: Polybrominated diphenyl ethers in blood from Swedish workers', 'volume': '107', 'author': 'Sjödin', 'year': '1999', 'journal-title': 'Environ Health Perspect'}
/ Environ Health Perspect / Flame retardant exposure: Polybrominated diphenyl ethers in blood from Swedish workers by Sjödin (1999)10.1021/es010815n
/ Environ Sci Technol / Brominated flame retardants in serum from U.S. blood donors by Sjödin (2001)10.1021/es0490830
/ Environ Sci Technol / Polybrominated diphenyl ethers contamination of United States food by Schecter (2004)10.1016/S0269-7491(02)00280-4
/ Environ Pollut / Polybrominated diphenyl ethers in influents, suspended particulate matter, sediments, sewage treatment plant, and effluents and biota from The Netherlands by de Boer (2003)10.1016/S0160-4120(03)00107-7
/ Environ Int / Toxic effects of brominated flame retardants in man and in wildlife by Darnerud (2003)10.1289/ehp.6559
/ Environ Health Perspect / Brominated flame retardants: Cause for concern? by Birnbaum (2004){'year': '1999', 'author': 'Danish Environmental Protection Agency.', 'key': '2025010318093690800_bib21'}
by Danish Environmental Protection Agency. (1999){'year': '1997', 'author': 'World Health Organization/International Programme on Chemical Safety.', 'key': '2025010318093690800_bib22'}
by World Health Organization/International Programme on Chemical Safety. (1997)10.1016/S0021-9673(98)00614-1
/ J Chromatogr A / Gas chromatographic identification and quantification of polybrominated diphenyl ethers in a commercial product, Bromkal 70–5DE by Sjödin (1998){'year': '2002', 'author': 'HyperCube.', 'key': '2025010318093690800_bib24'}
by HyperCube. (2002)10.1073/pnas.83.22.8440
/ Proc Natl Acad Sci U S A / Absolute electronegativity and hardness correlated with molecular orbital theory by Pearson (1986){'year': '2000', 'author': 'U.S. Environmental Protection Agency.', 'key': '2025010318093690800_bib26'}
by U.S. Environmental Protection Agency. (2000){'year': '2005', 'author': 'Milano Chemometrics and QSAR Research Group.', 'key': '2025010318093690800_bib27'}
by Milano Chemometrics and QSAR Research Group. (2005)10.1002/0471725331
/ A User's Guide to Principal Components by Jackson (1991)10.1080/00401706.1978.10489693
/ Technometrics / Cross-validatory estimation of the number of components in factor and principal component analysis by Wold (1978){'year': '2002', 'author': 'Umetrics.', 'key': '2025010318093690800_bib30'}
by Umetrics. (2002){'volume-title': 'Statistics for Experimenters: An Introduction to Design, Data Analysis, and Model Building', 'year': '1978', 'author': 'Box', 'key': '2025010318093690800_bib31'}
/ Statistics for Experimenters: An Introduction to Design, Data Analysis, and Model Building by Box (1978){'key': '2025010318093690800_bib32', 'first-page': '135', 'volume-title': 'Chemometrics in Environmental Chemistry', 'author': 'Eriksson', 'year': '1995'}
/ Chemometrics in Environmental Chemistry by Eriksson (1995)10.1080/10629369508234010
/ SAR and QSAR in Environmental Research / Selection of polychlorinated biphenyls for use in quantitative structure-activity modeling by Tysklind (1995)10.1016/S0045-6535(01)00339-3
/ Chemosphere / Multivariate physicochemical characterization and quantitative structure-property relationship modeling of polybrominated diphenylethers by Harju (2002)10.1021/es0301424
/ Environ Sci Technol / Occurrence and bioavailability of polybrominated diphenyl ethers and hexabromocyclododecane in sediment and fish from the Cinca River, a tributary of the Ebro river (Spain) by Eljarrat (2004){'key': '2025010318093690800_bib36', 'first-page': '101', 'article-title': 'Analysis of polybrominated diphenyl ethers in Swedish human milk. A time-related trend study, 1972–1997', 'volume': '58', 'author': 'Meironyté', 'year': '1999', 'journal-title': 'J Toxicol Environ Health A'}
/ J Toxicol Environ Health A / Analysis of polybrominated diphenyl ethers in Swedish human milk. A time-related trend study, 1972–1997 by Meironyté (1999){'key': '2025010318093690800_bib37', 'first-page': '420', 'article-title': 'New organohalogens in human plasma. Identification and quantification', 'volume': '33', 'author': 'Klasson-Wehler', 'year': '1997', 'journal-title': 'Organohalogen Compounds'}
/ Organohalogen Compounds / New organohalogens in human plasma. Identification and quantification by Klasson-Wehler (1997){'key': '2025010318093690800_bib38', 'first-page': '49', 'article-title': 'The German environmental specimen bank—Application in trend monitoring of polybrominated diphenyl ethers in human blood', 'volume': '47', 'author': 'Schröter-Kermani', 'year': '2000', 'journal-title': 'Organohalogen Compounds'}
/ Organohalogen Compounds / The German environmental specimen bank—Application in trend monitoring of polybrominated diphenyl ethers in human blood by Schröter-Kermani (2000){'year': '2000', 'author': 'Sjödin', 'key': '2025010318093690800_bib39'}
by Sjödin (2000){'year': '2003', 'author': 'European Commission.', 'key': '2025010318093690800_bib40'}
by European Commission. (2003)
Dates
Type | When |
---|---|
Created | 19 years, 4 months ago (April 28, 2006, 5:18 p.m.) |
Deposited | 7 months, 4 weeks ago (Jan. 3, 2025, 1:26 p.m.) |
Indexed | 2 months, 3 weeks ago (June 6, 2025, 10:48 p.m.) |
Issued | 19 years, 4 months ago (May 1, 2006) |
Published | 19 years, 4 months ago (May 1, 2006) |
Published Online | 19 years, 4 months ago (May 1, 2006) |
Published Print | 19 years, 4 months ago (May 1, 2006) |
@article{Andersson_2006, title={Chemical characterization of brominated flame retardants and identification of structurally representative compounds}, volume={25}, ISSN={1552-8618}, url={http://dx.doi.org/10.1897/05-342r.1}, DOI={10.1897/05-342r.1}, number={5}, journal={Environmental Toxicology and Chemistry}, publisher={Oxford University Press (OUP)}, author={Andersson, Patrik L. and Öberg, Kjell and Örn, Ulrika}, year={2006}, month=may, pages={1275–1282} }