TY - JOUR
T1 - Spatial distributions of arsenic exposure and mining communities from NHEXAS Arizona
AU - O'Rourke, Mary Kay
AU - Rogan, Séumas P.
AU - Jin, Shan
AU - Robertson, Gary L.
N1 - Funding Information:
We extend thanks to the many people who contributed to the success of this study. We thank the study subjects for their participation, the University of Arizona Field, Laboratory, Data and Support Staff, Laboratory Staff at Battelle Memorial Institute in Columbus, Ohio and the staff at FDA. Special recognition is due to Dr. Sydney Gordon and Dr. Arron Weiss who labored long hours in the laboratory; also to Dr. Timothy Buckley, who provided invaluable aid in the early phases of this project. Our valued colleagues at EPA, Drs. Maurice Berry and Lisa Melnyk facilitated obtaining results from some of the laboratories involved. We also acknowledge the positive efforts of Ms. Susan B. Hopf, our Quality Assurance Officer and the QA staff at EPA who contributed mightily. Finally, the manuscript benefited from constructive comments by three unknown reviewers; we thank them for their efforts. The information in this document has been funded wholly or in part by the United States EPA under Cooperative Agreement CR 821560 to The University of Arizona. It has been subjected to Agency review and approved for publication. Mention of trade names or commercial products does not constitute endorsement or recommendation for use.
PY - 1999
Y1 - 1999
N2 - Within the context of the National Human Exposure Assessment Survey (NHEXAS), metals were evaluated in the air, soil, dust, water, food, beverages, and urine of a single respondent. Potential doses were calculated for five metals including arsenic. In this paper, we seek to validate the potential dose calculations through spatial analysis of the data. Others report elevated arsenic concentrations in biological and environmental samples from residents of mining towns, particularly Ajo, Arizona. These reports led us to expect potential arsenic doses above the 90th percentile of the NHEXAS exposure distribution to be from residents of mining communities. Arsenic dose was calculated using media concentrations, time activity patterns, and published exposure factors. Of the 179 homes evaluated, 54 were in mining communities; 11 of these were considered separately for reasons of population bias. Of the 17 homes with the greatest potential arsenic doses, almost half (47%) were in mining communities. We evaluated the potential doses by media from nonmining and mining areas using the nonparametric Mann- Whitney U test. Statistically significant (p = 0.05) differences were found between mining (n = 43) and nonmining sites (n = 122) for total exposure and for each of the following media: house dust, yard soil, outdoor air, beverage consumed, and water consumed. No differences were found in either food or indoor air of mining and nonmining areas. We eliminated outliers and repeated the test for all media; significance increased. Dietary, organic arsenic from fish consumption contributed to elevated arsenic exposure among people from nonmining communities and acted as an initial confounder. When controlling for fish consumption, we were able to validate our potential dose model using arsenic, particularly in Ajo. Further, we identified three mining communities lacking elevated arsenic exposure. Additional work is needed epeciating the arsenic and evaluating health risks. The utilization of Geographic Information System facilitated spatial this project and paves the way for more sophisticated future spatial analyses.
AB - Within the context of the National Human Exposure Assessment Survey (NHEXAS), metals were evaluated in the air, soil, dust, water, food, beverages, and urine of a single respondent. Potential doses were calculated for five metals including arsenic. In this paper, we seek to validate the potential dose calculations through spatial analysis of the data. Others report elevated arsenic concentrations in biological and environmental samples from residents of mining towns, particularly Ajo, Arizona. These reports led us to expect potential arsenic doses above the 90th percentile of the NHEXAS exposure distribution to be from residents of mining communities. Arsenic dose was calculated using media concentrations, time activity patterns, and published exposure factors. Of the 179 homes evaluated, 54 were in mining communities; 11 of these were considered separately for reasons of population bias. Of the 17 homes with the greatest potential arsenic doses, almost half (47%) were in mining communities. We evaluated the potential doses by media from nonmining and mining areas using the nonparametric Mann- Whitney U test. Statistically significant (p = 0.05) differences were found between mining (n = 43) and nonmining sites (n = 122) for total exposure and for each of the following media: house dust, yard soil, outdoor air, beverage consumed, and water consumed. No differences were found in either food or indoor air of mining and nonmining areas. We eliminated outliers and repeated the test for all media; significance increased. Dietary, organic arsenic from fish consumption contributed to elevated arsenic exposure among people from nonmining communities and acted as an initial confounder. When controlling for fish consumption, we were able to validate our potential dose model using arsenic, particularly in Ajo. Further, we identified three mining communities lacking elevated arsenic exposure. Additional work is needed epeciating the arsenic and evaluating health risks. The utilization of Geographic Information System facilitated spatial this project and paves the way for more sophisticated future spatial analyses.
KW - Arsenic
KW - Exposure assessment
KW - Exposure pathways
KW - GIS
KW - Mining districts
KW - NHEXAS
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U2 - 10.1038/sj.jea.7500050
DO - 10.1038/sj.jea.7500050
M3 - Article
C2 - 10554147
AN - SCOPUS:0032720887
SN - 1053-4245
VL - 9
SP - 446
EP - 455
JO - Journal of Exposure Analysis and Environmental Epidemiology
JF - Journal of Exposure Analysis and Environmental Epidemiology
IS - 5
ER -