An "EAR" on Environmental Surveillance and Monitoring: A Case Study on the Use of Exposure Activity Ratios (EARs) to Prioritize Sites, Chemicals, and Bioactivities of Concern in Great Lakes Waters

被引:100
作者
Blackwell, Brett R. [1 ]
Ankley, Gerald T. [1 ]
Corsi, Steven R. [2 ]
DeCicco, Laura A. [2 ]
Houck, Keith A. [3 ]
Judson, Richard S. [3 ]
Li, Shibin [1 ,4 ]
Martin, Matthew T. [3 ]
Murphy, Elizabeth [5 ]
Schroeder, Anthony L. [6 ]
Smith, Edwin R. [5 ]
Swintek, Joe [7 ]
Villeneuve, Daniel L. [1 ]
机构
[1] US EPA, Midcontinent Ecol Div, 6201 Congdon Blvd, Duluth, MN 55804 USA
[2] US EPA, Wisconsin Water Sci Ctr, 8505 Res Way, Middleton, WI 53562 USA
[3] US EPA, Natl Ctr Computat Toxicol, 109 TW Alexander Dr, Res Triangle Pk, NC 27711 USA
[4] US EPA, Natl Res Council, 6201 Congdon Blvd, Duluth, MN 55804 USA
[5] US EPA, Great Lakes Natl Program Off, 77 West Jackson Blvd, Chicago, IL 60604 USA
[6] Univ Minnesota Crookston, Math Sci & Technol Dept, 2900 Univ Ave, Crookston, MN 56716 USA
[7] Badger Tech Serv, 6201 Congdon Blvd, Duluth, MN 55804 USA
关键词
ORGANO-BROMINE COMPOUNDS; WASTE-WATER; REPRODUCTIVE DISRUPTION; TOXCAST CHEMICALS; BISPHENOL-A; IN-VITRO; CONTAMINANTS; IDENTIFICATION; TOXICITY; EFFLUENT;
D O I
10.1021/acs.est.7b01613
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Current environmental monitoring approaches focus primarily on chemical occurrence. However, based on concentration alone, it can be difficult to identify which compounds may be of toxicological concern and should be prioritized for further monitoring, in-depth testing, or management. This can be problematic because toxicological characterization is lacking for many emerging contaminants. New sources of high-throughput screening (HTS) data, such as the ToxCast database, which contains information for over 9000 compounds screened through up to 1100 bioassays, are now available. Integrated analysis of chemical occurrence data with HTS data offers new opportunities to prioritize chemicals, sites, or biological effects for further investigation based on concentrations detected in the environment linked to relative potencies in pathway-based bioassays. As a case study, chemical occurrence data from a 2012 study in the Great Lakes Basin along with the ToxCast effects database were used to calculate exposure-activity ratios (EARs) as a prioritization tool. Technical considerations of data processing and use of the ToxCast database are presented and discussed. EAR prioritization identified multiple sites, biological pathways, and chemicals that warrant further investigation. Prioritized bioactivities from the EAR analysis were linked to discrete adverse outcome pathways to identify potential adverse outcomes and biomarkers for use in subsequent monitoring efforts.
引用
收藏
页码:8713 / 8724
页数:12
相关论文
共 72 条
[21]   Early Safety Assessment Using Cellular Systems Biology Yields Insights into Mechanisms of Action [J].
Giuliano, Kenneth A. ;
Gough, Albert H. ;
Taylor, D. Lansing ;
Vernetti, Lawrence A. ;
Johnston, Patricia A. .
JOURNAL OF BIOMOLECULAR SCREENING, 2010, 15 (07) :783-797
[22]   Manure-borne estrogens as potential environmental contaminants: A review [J].
Hanselman, TA ;
Graetz, DA ;
Wilkie, AC .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2003, 37 (24) :5471-5478
[23]   In Vitro, Ex Vivo, and In Vivo Determination of Thyroid Hormone Modulating Activity of Benzothiazoles [J].
Hornung, Michael W. ;
Kosian, Patricia A. ;
Haselman, Jonathan T. ;
Korte, Joseph J. ;
Challis, Katie ;
Macherla, Chitralekha ;
Nevalainen, Erica ;
Degitz, Sigmund J. .
TOXICOLOGICAL SCIENCES, 2015, 146 (02) :254-264
[24]   Profiling Bioactivity of the ToxCast Chemical Library Using BioMAP Primary Human Cell Systems [J].
Houck, Keith A. ;
Dix, David J. ;
Judson, Richard S. ;
Kavlock, Robert J. ;
Yang, Jian ;
Berg, Ellen L. .
JOURNAL OF BIOMOLECULAR SCREENING, 2009, 14 (09) :1054-1066
[25]   Profiling of the Tox21 10K compound library for agonists and antagonists of the estrogen receptor alpha signaling pathway [J].
Huang, Ruili ;
Sakamuru, Srilatha ;
Martin, Matt T. ;
Reif, David M. ;
Judson, Richard S. ;
Houck, Keith A. ;
Casey, Warren ;
Hsieh, Jui-Hua ;
Shockley, Keith R. ;
Ceger, Patricia ;
Fostel, Jennifer ;
Witt, Kristine L. ;
Tong, Weida ;
Rotroff, Daniel M. ;
Zhao, Tongan ;
Shinn, Paul ;
Simeonov, Anton ;
Dix, David J. ;
Austin, Christopher P. ;
Kavlock, Robert J. ;
Tice, Raymond R. ;
Xia, Menghang .
SCIENTIFIC REPORTS, 2014, 4
[26]   Chemical Genomics Profiling of Environmental Chemical Modulation of Human Nuclear Receptors [J].
Huang, Ruili ;
Xia, Menghang ;
Cho, Ming-Hsuang ;
Sakamuru, Srilatha ;
Shinn, Paul ;
Houck, Keith A. ;
Dix, David J. ;
Judson, Richard S. ;
Witt, Kristine L. ;
Kavlock, Robert J. ;
Tice, Raymond R. ;
Austin, Christopher P. .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2011, 119 (08) :1142-1148
[27]   Identification of novel micropollutants in wastewater by a combination of suspect and nontarget screening [J].
Hug, Christine ;
Ulrich, Nadin ;
Schulze, Tobias ;
Brack, Werner ;
Krauss, Martin .
ENVIRONMENTAL POLLUTION, 2014, 184 :25-32
[28]   The Toxicity Data Landscape for Environmental Chemicals [J].
Judson, Richard ;
Richard, Ann ;
Dix, David J. ;
Houck, Keith ;
Martin, Matthew ;
Kavlock, Robert ;
Dellarco, Vicki ;
Henry, Tala ;
Holderman, Todd ;
Sayre, Philip ;
Tan, Shirlee ;
Carpenter, Thomas ;
Smith, Edwin .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2009, 117 (05) :685-695
[29]   Integrated Model of Chemical Perturbations of a Biological Pathway Using 18 In Vitro High-Throughput Screening Assays for the Estrogen Receptor [J].
Judson, Richard S. ;
Magpantay, Felicia Maria ;
Chickarmane, Vijay ;
Haskell, Cymra ;
Tania, Nessy ;
Taylor, Jean ;
Xia, Menghang ;
Huang, Ruili ;
Rotroff, Daniel M. ;
Filer, Dayne L. ;
Houck, Keith A. ;
Martin, Matthew T. ;
Sipes, Nisha ;
Richard, Ann M. ;
Mansouri, Kamel ;
Setzer, R. Woodrow ;
Knudsen, Thomas B. ;
Crofton, Kevin M. ;
Thomas, Russell S. .
TOXICOLOGICAL SCIENCES, 2015, 148 (01) :137-154
[30]   Constitutive androstane receptor (CAR) is a xenosensor and target for therapy [J].
Kachaylo, E. M. ;
Pustylnyak, V. O. ;
Lyakhovich, V. V. ;
Gulyaeva, L. F. .
BIOCHEMISTRY-MOSCOW, 2011, 76 (10) :1087-1097