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:94
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
  • [1] ADVERSE OUTCOME PATHWAYS: A CONCEPTUAL FRAMEWORK TO SUPPORT ECOTOXICOLOGY RESEARCH AND RISK ASSESSMENT
    Ankley, Gerald T.
    Bennett, Richard S.
    Erickson, Russell J.
    Hoff, Dale J.
    Hornung, Michael W.
    Johnson, Rodney D.
    Mount, David R.
    Nichols, John W.
    Russom, Christine L.
    Schmieder, Patricia K.
    Serrrano, Jose A.
    Tietge, Joseph E.
    Villeneuve, Daniel L.
    [J]. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY, 2010, 29 (03) : 730 - 741
  • [2] [Anonymous], 2015, US GEOLOGICAL SURVEY
  • [3] [Anonymous], ENV HLTH PERSPECT
  • [4] The Tox21 robotic platform for the assessment of environmental chemicals - from vision to reality
    Attene-Ramos, Matias S.
    Miller, Nicole
    Huang, Ruili
    Michael, Sam
    Itkin, Misha
    Kavlock, Robert J.
    Austin, Christopher P.
    Shinn, Paul
    Simeonov, Anton
    Tice, Raymond R.
    Xia, Menghang
    [J]. DRUG DISCOVERY TODAY, 2013, 18 (15-16) : 716 - 723
  • [5] An exposure:activity profiling method for interpreting high-throughput screening data for estrogenic activity-Proof of concept
    Becker, Richard A.
    Friedman, Katie Paul
    Simon, Ted W.
    Marty, M. Sue
    Patlewicz, Grace
    Rowlands, J. Craig
    [J]. REGULATORY TOXICOLOGY AND PHARMACOLOGY, 2015, 71 (03) : 398 - 408
  • [6] CHARACTERIZATION OF TRENBOLONE ACETATE AND ESTRADIOL METABOLITE EXCRETION PROFILES IN IMPLANTED STEERS
    Blackwell, Brett R.
    Brown, Tyson R.
    Broadway, Paul R.
    Buser, Michael D.
    Brooks, J. Chance
    Johnson, Bradley J.
    Cobb, George P.
    Smith, Philip N.
    [J]. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY, 2014, 33 (12) : 2850 - 2858
  • [7] Analyzing endocrine system conservation and evolution
    Bonett, Ronald M.
    [J]. GENERAL AND COMPARATIVE ENDOCRINOLOGY, 2016, 234 : 3 - 9
  • [8] Evidence for thyroid endocrine disruption in wild fish in San Francisco Bay, California, USA. Relationships to contaminant exposures
    Brar, Navdeep K.
    Waggoner, Claire
    Reyes, Jesus A.
    Fairey, Russell
    Kelley, Kevin M.
    [J]. AQUATIC TOXICOLOGY, 2010, 96 (03) : 203 - 215
  • [9] PATHWAY-BASED APPROACHES FOR ASSESSMENT OF REAL-TIME EXPOSURE TO AN ESTROGENIC WASTEWATER TREATMENT PLANT EFFLUENT ON FATHEAD MINNOW REPRODUCTION
    Cavallin, Jenna E.
    Jensen, Kathleen M.
    Kahl, Michael D.
    Villeneuve, Daniel L.
    Lee, Kathy E.
    Schroeder, Anthony L.
    Mayasich, Joe
    Eid, Evan P.
    Nelson, Krysta R.
    Milsk, Rebecca Y.
    Blackwell, Brett R.
    Berninger, Jason P.
    LaLone, Carlie A.
    Blanksma, Chad
    Jicha, Terri
    Elonen, Colleen
    Johnson, Rodney
    Ankley, Gerald T.
    [J]. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY, 2016, 35 (03) : 702 - 716
  • [10] Childress C.J.O., 1999, U.S. Geological Survey Open-File Report 99-193, P1