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McKone TE, Maddalena RL. Soil Contamination and Human Exposure: A Comprehensive Assessment Framework. Int J Toxicol 2016. [DOI: 10.1080/109158197226991] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Abstract
Soil is the thin outer zone of the earth's crust that supports rooted plants and is the product of climate and living organisms acting on rock. Throughout the world, soils are contaminated to some extent by local, regional, and global pollution sources of both natural and human origin. Sources of soil contamination are identified and discussed. With the possible exception of agricultural applications of pesticides and fertilizers, most contaminant releases to soil are not easily quantified and, as a result, remain highly uncertain. In establishing a comprehensive framework for human exposure to soil contaminants, it is revealed that such exposure occurs through multiple transfer processes. The process for linking human exposure to soil contact is considered and it is found that the magnitude and persistence of exposure depend not only on the level of soil contamination but also on physical and chemical properties of soil, chemical properties of the contaminant, and the frequency and duration of human factors such as occupational and recreational activities or the consumption of home-grown food, which result in direct and indirect soil contact. All of these factors possess some degree of variance that leads to probability distributions for representing total exposure and risk.
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Affiliation(s)
- Thomas E. McKone
- School of Public Health, 140 Warren Hall #7360, University of California, Berkeley, CA 94720-7360, USA
| | - Randy L. Maddalena
- Department of Environmental Toxicology, University of California, Davis, Davis, California, USA
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2
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Paustenbach DJ, Finley BL, Long TF. The Critical Role of House Dust in Understanding the Hazards Posed by Contaminated Soils. Int J Toxicol 2016. [DOI: 10.1080/109158197227008] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
The health risks posed by soil pollutants are generally thought to be due to soilingestion and have often resulted in massive regulatory efforts to remedy such contamination. The contribution of this route to the actual human health hazard has been questioned, however, as soil removal alone seems to have little influence on the body burdens of soil contaminants in exposed individuals. Ongoing research also has repeatedly and substantially reduced the estimates of soilingested daily. Because comparatively little time is spent outdoors by most individuals, exposure to soil brought indoors, present as house dust, is now thought to be nearly as important as the directingestion of soil. Exposure via house dust has not been studied specifically, but several observations suggest that it may be important. Dust is largely composed of fine particles of tracked-in soil. The smaller dust particles cling to surfaces better than soil, and contaminant concentrations are often higher in house dust. Fine particles are likely to be more bioavailable, and degradation is slower indoors. Contaminants thus may be concentrated and more readily available in the areas most frequented. In some studies, contaminant levels in dust are correlated more closely with body burdens of contaminants than other sources, suggesting that this route should be considered when assessing risks from soil. Until more research addressing exposure to dust is conducted, recommendations for assessing potential health risks from this pathway are provided.
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Affiliation(s)
| | - Brent L. Finley
- ChemRisk, a Division of McLaren-Hart Environmental, Cleveland, Ohio, USA
| | - Thomas F. Long
- ChemRisk, a Division of McLaren-Hart Environmental, Cleveland, Ohio, USA
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Stanek Iii EJ, Calabrese EJ, Xu B. Meta-analysis of mass-balance studies of soil ingestion in children. RISK ANALYSIS : AN OFFICIAL PUBLICATION OF THE SOCIETY FOR RISK ANALYSIS 2012; 32:433-47. [PMID: 21883335 DOI: 10.1111/j.1539-6924.2011.01673.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Ingestion of soil by young children may be an important source of exposure to environmental contaminants. Estimates of soil ingestion have been made by several studies using trace elements in a mass-balance approach, but differ substantially between studies and trace elements. We conduct a meta-analysis of four major mass-balance soil ingestion studies conducted on children between one and seven in the summer/fall in the northern United States. The analysis takes advantage of primary data from all studies, and provides a more complete description of soil ingestion among children. The meta-analysis uses data based on the two most reliable trace elements, Al and Si, that have passed a screening to identify and exclude measures with a high likelihood of bias. Details are described in a companion paper. The best linear unbiased predictor is used in a mixed model to estimate soil ingestion for study subjects. Overall, 11% of subject-periods are identified as outliers and excluded from the analysis. An analysis on 216 children based on Al and Si as tracer elements indicates that the mean (median) soil ingestion is 26 mg/day (33 mg/day), with the 95th percentile estimated as 79 mg/day. This systematic approach provides more reliable estimates than individual study results. There is some evidence that soil ingestion increases with a child's age, but insufficient data to distinguish soil ingestion by gender.
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Affiliation(s)
- Edward J Stanek Iii
- Division of Biostatistics and Epidemiology, Department of Public Health, School of Public Health and Health Sciences, University of Massachusetts at Amherst, Amherst, MA, USA
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Stanek Iii EJ, Xu B, Calabrese EJ. Equation reliability of soil ingestion estimates in mass-balance soil ingestion studies. RISK ANALYSIS : AN OFFICIAL PUBLICATION OF THE SOCIETY FOR RISK ANALYSIS 2012; 32:448-63. [PMID: 21992546 DOI: 10.1111/j.1539-6924.2011.01692.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Exposure to chemicals from ingestion of contaminated soil may be an important pathway with potential health consequences for children. A key parameter used in assessing this exposure is the quantity of soil ingested, with estimates based on four short longitudinal mass-balance soil ingestion studies among children. The estimates use trace elements in the soil with low bioavailability that are minimally present in food. Soil ingestion corresponds to the excess trace element amounts excreted, after subtracting trace element amounts ingested from food and medications, expressed as an equivalent quantity of soil. The short duration of mass-balance studies, different concentrations of trace elements in food and soil, and potential for trace elements to be ingested from other nonsoil, nonfood sources contribute to variability and bias in the estimates. We develop a stochastic model for a soil ingestion estimator based on a trace element that accounts for critical features of the mass-balance equation. Using results from four mass-balance soil ingestion studies, we estimate the accuracy of soil ingestion estimators for different trace elements, and identify subjects where the difference between Al and Si estimates is larger (>3 RMSE) than expected. Such large differences occur in fewer than 12% of subjects in each of the four studies. We recommend the use of such criteria to flag and exclude subjects from soil ingestion analyses.
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Affiliation(s)
- Edward J Stanek Iii
- Division of Biostatistics and Epidemiology, Department of Public Health, School of Public Health and Health Sciences, University of Massachusetts at Amherst, Amherst, MA 01003, USA
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Doyle JR, Blais JM, White PA. Mass balance soil ingestion estimating methods and their application to inhabitants of rural and wilderness areas: a critical review. THE SCIENCE OF THE TOTAL ENVIRONMENT 2010; 408:2181-8. [PMID: 20199799 DOI: 10.1016/j.scitotenv.2010.02.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2009] [Revised: 02/01/2010] [Accepted: 02/03/2010] [Indexed: 05/19/2023]
Abstract
Quantitative soil ingestion studies employing a mass balance tracer approach have been used to provide a defensible means to estimate soil ingestion for human health risk assessments. Past studies have focused on soil ingestion in populations living in urban/suburban environments. There is a paucity of reliable quantitative soil ingestion data to support human health risk assessments of other lifestyles that may be predisposed to ingesting soil, such as agricultural workers or indigenous populations following traditional lifestyles. The results of a preliminary analysis of sampling and analytical variability that would result from assessing activities typical of populations in rural or wilderness areas and conducted over wide areas show that approximately 225 subject days would be required to detect a difference of 20mg/d in soil ingestion. Given the typically small populations in these areas, future soil ingestion studies should be focused on specific activities with a high potential for soil ingestion.
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Affiliation(s)
- James R Doyle
- Chemical and Environmental Toxicology Program, University of Ottawa, Ottawa, Canada.
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7
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Roberts JW, Wallace LA, Camann DE, Dickey P, Gilbert SG, Lewis RG, Takaro TK. Monitoring and reducing exposure of infants to pollutants in house dust. REVIEWS OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY 2009; 201:1-39. [PMID: 19484587 DOI: 10.1007/978-1-4419-0032-6_1] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
The health risks to babies from pollutants in house dust may be 100 times greater than for adults. The young ingest more dust and are up to ten times more vulnerable to such exposures. House dust is the main exposure source for infants to allergens, lead, and PBDEs, as well as a major source of exposure to pesticides, PAHs, Gram-negative bacteria, arsenic, cadmium, chromium, phthalates, phenols, and other EDCs, mutagens, and carcinogens. Median or upper percentile concentrations in house dust of lead and several pesticides and PAHs may exceed health-based standards in North America. Early contact with pollutants among the very young is associated with higher rates of chronic illness such as asthma, loss of intelligence, ADHD, and cancer in children and adults. The potential of infants, who live in areas with soil contaminated by automotive and industrial emissions, can be given more protection by improved home cleaning and hand washing. Babies who live in houses built before 1978 have a prospective need for protection against lead exposures; homes built before 1940 have even higher lead exposure risks. The concentration of pollutants in house dust may be 2-32 times higher than that found in the soil near a house. Reducing infant exposures, at this critical time in their development, may reduce lifetime health costs, improve early learning, and increase adult productivity. Some interventions show a very rapid payback. Two large studies provide evidence that home visits to reduce the exposure of children with poorly controlled asthma triggers may return more than 100% on investment in 1 yr in reduced health costs. The tools provided to families during home visits, designed to reduce dust exposures, included vacuum cleaners with dirt finders and HEPA filtration, allergy control bedding covers, high-quality door mats, and HEPA air filters. Infants receive their highest exposure to pollutants in dust at home, where they spend the most time, and where the family has the most mitigation control. Normal vacuum cleaning allows deep dust to build up in carpets where it can be brought to the surface and become airborne as a result of activity on the carpet. Vacuums with dirt finders allow families to use the three-spot test to monitor deep dust, which can reinforce good cleaning habits. Motivated families that receive home visits from trained outreach workers can monitor and reduce dust exposures by 90% or more in 1 wk. The cost of such visits is low considering the reduction of risks achieved. Improved home cleaning is one of the first results observed among families who receive home visits from MHEs and CHWs. We believe that proven intervention methods can reduce the exposure of infants to pollutants in house dust, while recognizing that much remains to be learned about improving the effectiveness of such methods.
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Affiliation(s)
- John W Roberts
- US Environmental Protection Agency, Reston, VA 22091, USA
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9
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Proctor DM, Shay EC, Scott PK. Health‐based soil action levels for trivalent and hexavalent chromium: A comparison with state and federal standards. ACTA ACUST UNITED AC 2008. [DOI: 10.1080/15320389709383592] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- D. M. Proctor
- a ChemRisk Division , McLaren/Hart, Inc. , Two Northshore Center, Suite 100, Pittsburgh, Pennsylvania, 15212
| | - E. C. Shay
- a ChemRisk Division , McLaren/Hart, Inc. , Two Northshore Center, Suite 100, Pittsburgh, Pennsylvania, 15212
| | - P. K. Scott
- a ChemRisk Division , McLaren/Hart, Inc. , Two Northshore Center, Suite 100, Pittsburgh, Pennsylvania, 15212
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Affiliation(s)
- L. A. Gephart
- a Exxon Biomedical Sciences, Inc. , East Millstone, NJ, 08875–2350
| | - J. G. Tell
- a Exxon Biomedical Sciences, Inc. , East Millstone, NJ, 08875–2350
| | - L. R. Triemer
- a Exxon Biomedical Sciences, Inc. , East Millstone, NJ, 08875–2350
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11
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Finley BL, Paustenbach DJ. Using applied research to reduce uncertainty in health risk assessment: Five case studies involving human exposure to chromium in soil and groundwater. ACTA ACUST UNITED AC 2008. [DOI: 10.1080/15320389709383593] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Brent L. Finley
- a Chemrisk® Division , McLaren/Hart, Inc. , 29225 Chagrin Boulevard, Cleveland, Ohio, 44122
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12
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Affiliation(s)
- Edward J. Stanek
- a Biostatistics and Environmental Health, School of Public Health , University of Massachusetts , Amherst, MA, 01002
| | - Edward J. Calabrese
- a Biostatistics and Environmental Health, School of Public Health , University of Massachusetts , Amherst, MA, 01002
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13
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Calabrese EJ, Stanek EJ, Barnes R. Soil ingestion rates in children identified by parental observation as likely high soil ingesters. ACTA ACUST UNITED AC 2008. [DOI: 10.1080/15320389709383565] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Edward J. Calabrese
- a Department of Environmental Health Sciences, School of Public Health , University of Massachusetts , Amherst, MA, 01003
| | - Edward J. Stanek
- b Department of Biosta‐tistics and Epidemiology, School of Public Health , University of Massachusetts , Amherst, MA, 01003
| | - Ramon Barnes
- c Department of Chemistry , University of Massachusetts , Amherst, MA, 01003
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14
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Affiliation(s)
- Edward J. Stanek
- a School of Public Health , University of Massachusetts , Amherst, MA, 01002
| | - Edward J. Calabrese
- a School of Public Health , University of Massachusetts , Amherst, MA, 01002
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15
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Calabrese EJ, Stanek EJ. What proportion of household dust is derived from outdoor soil? ACTA ACUST UNITED AC 2008. [DOI: 10.1080/15320389209383415] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Edward J. Calabrese
- a School of Public Health , University of Massachusetts , Amherst, MA, 01003
| | - Edward J. Stanek
- a School of Public Health , University of Massachusetts , Amherst, MA, 01003
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Scharf B, Trombetta LD. Toxicity and bioaccumulation of the wood preservative copper dimethyldithiocarbamate in tissues of Long-Evans rats. JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH. PART A 2008; 71:1300-1306. [PMID: 18686200 DOI: 10.1080/15287390802240744] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
This study examined the toxicity and accumulation of copper in the livers and kidneys of Long-Evans rats after a subacute exposure to copper dimethyldithiocarbamate (CDCC) wood preservative. CDDC was recently introduced as an alternative to chromated copper arsenate (CCA) preserved wood. Female rats (220-270 g) were treated with 0, 25, 50, or 75 mg/kg CDDC by oral gavage for 3 wk. Light microscopy revealed that higher doses of CDDC induced diffuse necrosis and a loss of sinusoids in the livers of Long-Evans rats with vacuolization in the highest dose. Rats treated with 25 mg/kg CDDC displayed a thickening of the basement membrane of Bowman's capsule and the mesangium. Exposure to higher CDDC concentrations (50 and 75 mg/kg) showed moderate to marked expansion of the mesangial matrix and glomerular necrosis with an overall loss of glomerular structure seen in the highest dose. The concentration of copper was significantly increased in the tissues of animals exposed to CDDC in a dose-dependent manner. Western blot analysis revealed the induction of the stress protein Hsp70 and the formation of 4-hydroxy-2-nonenal (4HNE) adducts in liver and renal tissues, indicating peroxidative damage. CDDC was shown to be toxic to the livers and kidneys, at all doses used, and this toxicity is related to peroxidative insult.
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Affiliation(s)
- Brian Scharf
- Department of Biological Sciences, St. John's University, Queens, New York, USA
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Paustenbach DJ, Fehling K, Scott P, Harris M, Kerger BD. Identifying soil cleanup criteria for dioxins in urban residential soils: how have 20 years of research and risk assessment experience affected the analysis? JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH. PART B, CRITICAL REVIEWS 2006; 9:87-145. [PMID: 16613806 DOI: 10.1080/10937400500538482] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
This article reviews the scientific evidence and methodologies that have been used to assess the risks posed by 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) and presents a probabilistic analysis for identifying virtually safe concentrations of TCDD toxicity equivalents (TEQ) in residential soils. Updated data distributions that consider state-of-the-science cancer and noncancer toxicity criteria, child soil ingestion and dermal uptake, bioavailability in soil, and residential exposure duration are incorporated. The probabilistic analysis shows that the most sensitive determinants of dose and risk are childhood soil ingestion, exposure duration, and the selected TCDD cancer potency factor. It also shows that the cancer risk at 1 per 100,000 predicted more conservative (lower) soil criteria values than did the noncancer hazard (e.g., developmental and reproductive effects). In this analysis, acceptable or tolerable soil dioxin concentrations (TCDD TEQ) ranged from 0.4 to 5.5 ppb at the 95th percentile for cancer potency factors from 9600 to 156,000 (mg/kg/d)(-1) with site-specific adjustments not included. Various possible soil guidelines based on cancer and noncancer risks are presented and discussed. In the main, the current toxicology, epidemiology, and exposure assessment data indicate that the historical 1 ppb TEQ soil guidance value remains a reasonable screening value for most residential sites. This analysis provides risk managers with a thorough and transparent methodology, as well as a comprehensive information base, for making informed decisions about selecting soil cleanup values for PCDD/Fs in urban residential settings.
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Paustenbach DJ, Finley BL, Mowat FS, Kerger BD. Human health risk and exposure assessment of chromium (VI) in tap water. JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH. PART A 2003; 66:1295-1339. [PMID: 12851114 DOI: 10.1080/15287390306388] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Hexavalent chromium [Cr(VI)] has been detected in groundwater across the United States due to industrial and military operations, including plating, painting, cooling-tower water, and chromate production. Because inhalation of Cr(VI) can cause lung cancer in some persons exposed to a sufficient airborne concentration, questions have been raised about the possible hazards associated with exposure to Cr(VI) in tap water via ingestion, inhalation, and dermal contact. Although ingested Cr(VI) is generally known to be converted to Cr(III) in the stomach following ingestion, prior to the mid-1980s a quantitative analysis of the reduction capacity of the human stomach had not been conducted. Thus, risk assessments of the human health hazard posed by contaminated drinking water contained some degree of uncertainty. This article presents the results of nine studies, including seven dose reconstruction or simulation studies involving human volunteers, that quantitatively characterize the absorbed dose of Cr(VI) following contact with tap water via all routes of exposure. The methodology used here illustrates an approach that permits one to understand, within a very narrow range, the possible intake of Cr(VI) and the associated health risks for situations where little is known about historical concentrations of Cr(VI). Using red blood cell uptake and sequestration of chromium as an in vivo metric of Cr(VI) absorption, the primary conclusions of these studies were that: (1) oral exposure to concentrations of Cr(VI) in water up to 10 mg/L (ppm) does not overwhelm the reductive capacity of the stomach and blood, (2) the inhaled dose of Cr(VI) associated with showering at concentrations up to 10 mg/L is so small as to pose a de minimis cancer hazard, and (3) dermal exposures to Cr(VI) in water at concentrations as high as 22 mg/L do not overwhelm the reductive capacity of the skin or blood. Because Cr(VI) in water appears yellow at approximately 1-2 mg/L, the studies represent conditions beyond the worst-case scenario for voluntary human exposure. Based on a physiologically based pharmacokinetic model for chromium derived from published studies, coupled with the dose reconstruction studies presented in this article, the available information clearly indicates that (1) Cr(VI) ingested in tap water at concentrations below 2 mg/L is rapidly reduced to Cr(III), and (2) even trace amounts of Cr(VI) are not systemically circulated. This assessment indicates that exposure to Cr(VI) in tap water via all plausible routes of exposure, at concentrations well in excess of the current U.S. Environmental Protection Agency (EPA) maximum contaminant level of 100 microg/L (ppb), and perhaps those as high as several parts per million, should not pose an acute or chronic health hazard to humans. These conclusions are consistent with those recently reached by a panel of experts convened by the State of California.
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MESH Headings
- Air Pollution, Indoor/analysis
- Carcinogens, Environmental/administration & dosage
- Carcinogens, Environmental/adverse effects
- Carcinogens, Environmental/analysis
- Carcinogens, Environmental/pharmacokinetics
- Chromium/administration & dosage
- Chromium/adverse effects
- Chromium/analysis
- Chromium/pharmacokinetics
- DNA/chemistry
- Dose-Response Relationship, Drug
- Environmental Exposure
- Environmental Monitoring
- Humans
- Oxidation-Reduction
- Risk Assessment
- Water/chemistry
- Water Pollutants, Chemical/administration & dosage
- Water Pollutants, Chemical/adverse effects
- Water Pollutants, Chemical/analysis
- Water Pollutants, Chemical/pharmacokinetics
- Water Supply/analysis
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Spaeth KR. Winner of the 1999 best medical student paper in preventive medicine. Don't hold your breath: personal exposures to volatile organic compounds and other toxins in indoor air and what's (not) being done about it. Prev Med 2000; 31:631-7. [PMID: 11133327 DOI: 10.1006/pmed.2000.0769] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
BACKGROUND Since the inception of the environmental movement early in the 1970s, the majority of regulation, laws, and standards regarding pollutants have focused on the release of pollutants into our air and water rather than on the extent of exposure. As a consequence, the actual amounts of toxic pollutants to which humans are continually exposed have long been ignored. Moreover, regulation and assessment of pollution have focused primarily on ambient environmental levels. This fails to adequately examine the state of indoor air. This is of particular concern and deserving of more attention, considering that a majority of people spend the majority of their time at home, RESULTS Studies on indoor air quality suggest that, within the home, people are exposed to high levels of numerous pollutants. Of particular concern are the levels of polycyclic aromatic hydrocarbons and volatile organic compounds because many of these are known carcinogens. While the need for further study is clear, what evidence there is already warrants the establishment of indoor air regulation and the implementation of preventive measures. For such measures to be effective, a great deal of education and outreach will be necessary. Also, health care providers must play an active role.
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Affiliation(s)
- K R Spaeth
- University of Connecticut School of Medicine, 263 Farmington Avenue, Farmington, Connecticut 06030, USA
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20
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McKone TE. The rise of exposure assessment among the risk sciences: an evaluation through case studies. Inhal Toxicol 1999; 11:611-22. [PMID: 11203003 DOI: 10.1080/089583799197023] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- T E McKone
- University of California, School of Public Health, and Lawrence Berkeley National Laboratory, Berkeley, California 94720-7360, USA.
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21
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Calabrese EJ, Stanek EJ, Pekow P, Barnes RM. Soil ingestion estimates for children residing on a superfund site. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 1997; 36:258-68. [PMID: 9143454 DOI: 10.1006/eesa.1996.1511] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Soil ingestion estimates were obtained from a stratified, simple random sample of 64 children aged 1-4 years residing on a superfund site in Montana. The study was conducted during the month of September for 7 consecutive days. The study utilized a mass-balance methodology in which eight naturally occurring soil tracers (Al, Si, Ti, Ce, Nd, La, Y, and Zr) believed to be poorly absorbed by the gastrointestinal tract were employed to provide soil ingestion estimates. Food and fecal samples were analyzed on a daily basis. Soil/dust samples representative of where the children played during the study period were obtained. Very high compliance among the participants was maintained throughout the study. The identical methodology employed in the childrens' study was used in an adult study of tracer recovery in 10 subjects over 28 days of observation to provide validation that soil ingestion over the range of 20 to 500 mg/day could be detected. Soil ingestion was estimated by each soil tracer via traditional methods as well as by an improved approach using five trace elements (Al, Si, Ti, Y, and Zr), called the Best Tracer Method (BTM), which substantially corrects for error due to misalignment of tracer input and output as well as error occurring from ingestion of tracers from nonfood, nonsoil sources, while being insensitive to the particle size of the soil/dust ingested. According to the BTM, the median soil ingestion was less than 1 mg/day while the upper 95% was 160 mg/day. No significant age (1 year vs 2, vs 3) or sex-related differences in soil ingestion were observed. These estimates are lower than estimates observed in another study in Massachusetts during September and October. Significant methodological improvements in this study as compared to previously conducted soil ingestion studies include the selection of a representative sample of children, longer study duration, inclusion of dietary recommendations to reduce food tracer input and variability, use of the BTM, and a stronger adult validation study with respect to number of subjects, and duration and range of possible soil ingestion rates. Despite these methodological improvements, evidence exists that this study displays a net residual negative error, suggesting that the above estimates are below the true soil ingestion. The magnitude of this residual negative error cannot be quantified with the BTM but is likely to not affect the median by more than 40 mg/day, while the impact of such an error on the upper end of the distribution is more uncertain.
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Affiliation(s)
- E J Calabrese
- Department of Environmental Health Sciences, School of Public Health, University of Massachusetts, Amherst 01003, USA
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22
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Lee RC, Fricke JR, Wright WE, Haerer W. Development of a probabilistic blood lead prediction model. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH 1995; 17:169-181. [PMID: 24194289 DOI: 10.1007/bf00661329] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
A partially probabilistic blood lead prediction model has been developed, based on the US Environmental Protection Agency integrated exposure-uptake-biokinetic blood lead model (IEUBK model). This study translated the IEUBK model into a spreadsheet format. The uptake submodel incorporates uncertainty distributions for exposure and bioavailability parameters. The biokinetic submodel is duplicated with a table incorporating partitioning and decay of lead levels in the body. As a case study, the probabilistic model is applied to a lead exposure scenario involving a former smelter site in Sandy, Utah. The probabilistic model produces less biased estimates of means and standard deviations than the deterministic model. Parameter uncertainty is propagated in the model by the use of Monte Carlo simulation. Thus, sensitivity analysis is possible, and driving variables can be determined.
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Affiliation(s)
- R C Lee
- Golder Associates Inc., 4104 148th Ave., N. E., 98105, Redmond, WA, USA
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23
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Sheppard SC. Parameter values to model the soil ingestion pathway. ENVIRONMENTAL MONITORING AND ASSESSMENT 1995; 34:27-44. [PMID: 24201906 DOI: 10.1007/bf00546244] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/1994] [Revised: 08/15/1994] [Indexed: 06/02/2023]
Abstract
Soil ingestion is an important exposure pathway for contaminants that are not otherwise very mobile in the environment. Health of both humans and animals can be affected. This paper summarizes the literature and recommends models and probabilistic parameter values for risk assessment applications. Models of the pathway require estimates of the amounts of soil ingested, the concentration of contaminants relative to the original soil, and the bioavailability in the gut of the contaminants ingested with soil. Using a lead-contaminated sandbox as an example, the modelling recommendations suggest that a child typically may consume 50 mg d(-1) of the sandbox soil, the soil ingested will have a tenfold higher lead concentration than the original soil, and the lead will be as bioavailable as if ingested as inorganic lead in water.
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Affiliation(s)
- S C Sheppard
- Environmental Science Branch, AECL Research, R0E 1LO, Pinawa, Manitoba, Canada
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24
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Roberts JW, Dickey P. Exposure of children to pollutants in house dust and indoor air. REVIEWS OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY 1995; 143:59-78. [PMID: 7501867 DOI: 10.1007/978-1-4612-2542-3_3] [Citation(s) in RCA: 27] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
This review summarizes occurrence and exposure studies for pollutants in house dust and related indoor air exposures. A standard sampling method and control methods to reduce these exposures are discussed, including recommendations for future research. Infants and toddlers receive a broad and significant range of exposures to lead, pesticides, PAHs, allergens, and VOCs in house dust and indoor air. Carpet dust in eight Columbus and nine Seattle homes contained concentrations of potentially carcinogenic PAHs ranging from 3 to 290 micrograms/g, of lead from 250 to 2250 micrograms/g, and of PCBs from 210 to 1900 ng/g. Dust collected from ten used sofas in Seattle averaged 16.3, 37.2, and 229 micrograms/g for dust mite allergen, cat allergen, and lead, respectively; dust samples showed mutagenic activity. Biological and chemical pollutants in indoor dust and air have been associated with lead poisoning, cancer, allergy, asthma, damage to the nervous system, and sick building symptoms. The 11% of toddlers who have pica tend to have the highest exposures and risks. Further, the exposure of toddlers to lead via the dust pathway can be greater than by other routes. Standard method ASTM 5438.94 for sampling house dust has been used to characterize current and chronic exposure of toddlers in epidemiological studies. The accumulation of dust, dust mites, and tracked-in soil in old carpets, sofas, and mattresses appears to be a major source of exposure to lead, pesticides, allergens, PAHs, and VOCs. Remodeling and energy conservation can reduce ventilation and increase relative humidity, dust, dust mites, molds, VOCs, and other indoor air pollutants. The U.S. faces large and increasing costs from asthma and allergy. Asthma incidence in the U.S. has increased from 0.5% in 1930 to 8%-12% in 1991. Asthma hospitalization rates for children are increasing at the rate of 4%/yr in the U.S. and 14%/yr in Seattle. Such hospital visits would be rare with effective diagnosis, patient education, and control of home exposures. Asthma was estimated to cost $6.2 billion in 1990; hospital visits of children in Seattle cost $2,526,000 in 1993. Forty percent of the U.S. population has been sensitized to allergens; one in three homes has high relative humidity, which favors dust mites, molds, allergies, asthma, and other respiratory diseases. Reducing indoor allergens can reduce costs, severity, and the risk of being sensitized and developing allergic disease. Use of volunteer Master Home Environmentalists to do free in-home surveys and education in Seattle may reduce immediate health costs from allergens as well as long-term risks from lead, carcinogens, and home chemicals.(ABSTRACT TRUNCATED AT 400 WORDS)
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Affiliation(s)
- J W Roberts
- Engineering Plus Inc., Seattle, WA 98112, USA
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25
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Stern AH. Derivation of a target level of lead in soil at residential sites corresponding to a de minimis contribution to blood lead concentration. RISK ANALYSIS : AN OFFICIAL PUBLICATION OF THE SOCIETY FOR RISK ANALYSIS 1994; 14:1049-1056. [PMID: 7846312 DOI: 10.1111/j.1539-6924.1994.tb00075.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Inability to define either a clear toxicologic threshold or a stochastic all-or-nothing (cancer-type) response model for the noncarcinogenic effects of lead (Pb) in young children has posed difficulties for derivation of risk-based target levels of Pb in residential soil. Approaches based on empirical relationships between Pb levels in blood (PbB) and Pb in soil suffer from inability to specify the numerous variables which mediate between these two quantities. Approaches based on achieving a toxicologically de minimis target PbB level (e.g., 10 micrograms/dl) are subject to large uncertainty in estimating the distribution of existing PbB levels in a specific exposed population and in estimating the relative contribution from nonsoil sources of Pb. The multisource contribution to the distribution of PbB makes this approach unsuited for determination of a target Pb level in a single medium. An alternative approach is presented based on achieving a de minimis contribution to PbB (delta PbB) from soil. Contributions to Pb exposure from outdoor soil and indoor soil-derived dust (ISDD) are modeled and appropriate values are suggested for input parameters. This analysis predicts that chronic exposure of young children to 200 micrograms Pb/g (ppm) in residential soil will result in a delta PbB of 2 micrograms Pb/dl blood. This concentration of Pb in soil may provide an appropriate target level for residential soil when other significant sources of Pb exposure are present. In other cases, this approach can be used to predict a soil concentration of Pb corresponding to an appropriate non-de minimis delta PbB.
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Affiliation(s)
- A H Stern
- Division of Science and Research, New Jersey Department of Environmental Protection and Energy, Trenton 08625
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26
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Cohen JT. The use of Monte Carlo simulation techniques to predict population blood lead levels. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH 1994; 16:197-215. [PMID: 24197214 DOI: 10.1007/bf01747916] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/20/1993] [Indexed: 06/02/2023]
Abstract
Effective management of the risks posed by lead depends on an understanding of the relationship between exposure (the presence and accessibility of lead in the environment) and dose (blood lead levels). Our paper begins by outlining the type of information most valuable to a decision maker addressing the lead problem. A useful exposure-dose characterisation must address multiple contamination sources simultaneously, provide estimates of the number of people with blood lead levels exceeding critical thresholds, and assess the influence of "modifying factors" (e.g. the soil and dust ingestion rate) on population blood lead variability. We describe a pilot effort to develop an "urban setting" lead exposure-dose model, and use this model to compare three approaches for generating model input quantities: (1) worst-case estimates, (2) central estimates and (3) Monte Carlo simulation. Using the criteria outlined above, we find that the Monte Carlo technique provides the most useful model output. We describe the population blood lead level distribution generated by the model, as well as the relative influence of environmental and behavioural factors on the variability of the population distribution. Finally, we assess the impact of parameter uncertainty on the model output, and contend this type of information can help identify areas in which further empirical study would be most valuable.
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Affiliation(s)
- J T Cohen
- Harvard Center for Risk Analysis, Harvard School of Public Health, 677 Huntington Ave, 02115, Boston, MA, USA
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27
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Finley B, Proctor D, Scott P, Harrington N, Paustenbach D, Price P. Recommended distributions for exposure factors frequently used in health risk assessment. RISK ANALYSIS : AN OFFICIAL PUBLICATION OF THE SOCIETY FOR RISK ANALYSIS 1994; 14:533-553. [PMID: 7972957 DOI: 10.1111/j.1539-6924.1994.tb00269.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Although there has been nearly complete agreement in the scientific community that Monte Carlo techniques represent a significant improvement in the exposure assessment process, virtually all state and federal risk assessments still rely on the traditional point estimate approach. One of the rate-determining steps to a timely implementation of Monte Carlo techniques to regulatory decision making is the development of "standard" data distributions that are considered applicable to any setting. For many exposure variables, there is no need to wait any longer to adopt Monte Carlo techniques into regulatory policy since there is a wealth of data from which a robust distribution can be developed and ample evidence to indicate that the variable is not significantly influenced by site-specific conditions. In this paper, we propose several distributions that can be considered standard and customary for most settings. Age-specific distributions for soil ingestion rates, inhalation rates, body weights, skin surface area, tapwater and fish consumption, residential occupancy and occupational tenure, and soil-on-skin adherence were developed. For each distribution offered in this paper, we discuss the adequacy of the database, derivation of the distribution, and applicability of the distribution to various settings and conditions.
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Affiliation(s)
- B Finley
- ChemRisk, Division of McLaren/Hart Environmental Engineering, Alameda, California 94501
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28
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Finley B, Paustenbach D. The benefits of probabilistic exposure assessment: three case studies involving contaminated air, water, and soil. RISK ANALYSIS : AN OFFICIAL PUBLICATION OF THE SOCIETY FOR RISK ANALYSIS 1994; 14:53-73. [PMID: 8146404 DOI: 10.1111/j.1539-6924.1994.tb00028.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Probabilistic risk assessments are enjoying increasing popularity as a tool to characterize the health hazards associated with exposure to chemicals in the environment. Because probabilistic analyses provide much more information to the risk manager than standard "point" risk estimates, this approach has generally been heralded as one which could significantly improve the conduct of health risk assessments. The primary obstacles to replacing point estimates with probabilistic techniques include a general lack of familiarity with the approach and a lack of regulatory policy and guidance. This paper discusses some of the advantages and disadvantages of the point estimate vs. probabilistic approach. Three case studies are presented which contrast and compare the results of each. The first addresses the risks associated with household exposure to volatile chemicals in tapwater. The second evaluates airborne dioxin emissions which can enter the food-chain. The third illustrates how to derive health-based cleanup levels for dioxin in soil. It is shown that, based on the results of Monte Carlo analyses of probability density functions (PDFs), the point estimate approach required by most regulatory agencies will nearly always overpredict the risk for the 95th percentile person by a factor of up to 5. When the assessment requires consideration of 10 or more exposure variables, the point estimate approach will often predict risks representative of the 99.9th percentile person rather than the 50th or 95th percentile person. This paper recommends a number of data distributions for various exposure variables that we believe are now sufficiently well understood to be used with confidence in most exposure assessments. A list of exposure variables that may require additional research before adequate data distributions can be developed are also discussed.
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Affiliation(s)
- B Finley
- ChemRisk Division, McLaren/Hart Environmental Engineering, Alameda, California 94501
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29
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Wilhelm M, Lombeck I, Ohnesorge FK. Cadmium, copper, lead and zinc concentrations in hair and toenails of young children and family members: a follow-up study. THE SCIENCE OF THE TOTAL ENVIRONMENT 1994; 141:275-80. [PMID: 8178122 DOI: 10.1016/0048-9697(94)90034-5] [Citation(s) in RCA: 27] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
In a follow-up study concentrations of cadmium, copper, lead and zinc (measured by atomic absorption spectrometry) in scalp hair and toenail clippings of 47 children (5-9 years) were compared with previous values (2 years earlier). Family members were also monitored. Twenty-five of the children selected have had either high hair values of Cd, Cu, Pb or low hair Zn concentrations or combinations of these (group A) in the first study. Control group comprised 22 children (B). At the follow-up study, there were no more differences between group A and B. Between the first and follow-up study Cd and Pb levels in hair and toenails of group A children declined (geometric means; hair Cd: 265 vs. 111 ng/g; hair Pb: 10.1 vs. 3.8 micrograms/g; toenail Cd: 720 vs. 335 ng/g; toenail Pb 18.5 vs. 5.8 micrograms/g) and hair Zn values increased (54 vs. 103 micrograms/g). Fathers of exposed children had more Cd and Pb in hair and toenails than fathers of control children (hair Cd: 88 vs. 48 ng/g; hair Pb: 4.4 vs. 1.3 micrograms/g; toenail Cd: 46 vs. 23 ng/g; toenail Pb: 1.3 vs. 0.7 microgram/g). No conclusive findings were obtained for Cu. With respect to heavy metal levels of mothers and brothers and sisters there was no uniform pattern. Children < 5 years of age are especially prone to higher Cd, Pb exposure and to lower Zn status compare with older children.
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Affiliation(s)
- M Wilhelm
- Institute of Toxicology, Children's Hospital, Heinrich-Heine-University of Düsseldorf, Germany
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30
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Calabrese EJ, Stanek EJ. An improved method for estimating soil ingestion in children and adults. ACTA ACUST UNITED AC 1993. [DOI: 10.1080/10934529309375883] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Paustenbach DJ, Jernigan JD, Bass R, Kalmes R, Scott P. A proposed approach to regulating contaminated soil: identify safe concentrations for seven of the most frequently encountered exposure scenarios. Regul Toxicol Pharmacol 1992; 16:21-56. [PMID: 1410655 DOI: 10.1016/0273-2300(92)90020-a] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Since 1980, more than 10,000 sites in the United States have been shown to contain soil which has elevated concentrations of various xenobiotics. Since that time, guidelines for deciding whether the level of contamination is worthy of concern have been proposed or promulgated by dozens of local, state, and federal regulatory agencies. Unfortunately, there has been little consistency in the guidelines suggested for each soil contaminant. For example, (a) the basis or rationale for some of the cleanup levels is unclear, (b) approaches to setting cleanup levels vary between states and agencies, (c) cleanup objectives often vary among agencies within the same state, and (d) the cleanup levels are usually set in a scientifically haphazard manner. This paper proposes that the most cost-effective and efficient way to quickly regulate contaminated soil is to establish "safe" concentrations for each chemical for the seven most common exposure scenarios. These exposure scenarios include (1) residential, (2) industrial, (3) agricultural, (4) recreational, (5) groundwater, (6) wildlife and aquatic species, and (7) runoff/erosion of particulates to waterways. The scientific approach and rationale for calculating the cleanup criteria are illustrated by evaluating dioxin and benzene, toluene, and xylene (BTX). The methods suggested here indicate that levels of dioxin of 25 and 50 ppb in residential and industrial soils, respectively, should be acceptable. The predominant concern for the agricultural and recreational scenarios is the runoff of particulates to waterways. For BTX, benzene will dictate the degree of cleanup and the primary hazard at most residential sites will be the inhalation of vapors. Benzene concentrations of 2.5, 14, and 250 ppm should be acceptable for residential, industrial, and recreational soils, respectively. Depending on the depth to groundwater and aquifer use, protection of groundwater may be the driving concern for establishing BTX cleanup levels and must be determined using site-specific factors.
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Affiliation(s)
- D J Paustenbach
- ChemRisk Division, McLaren/Hart Environmental Engineering, Alameda, California 94501
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33
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Paustenbach DJ, Wenning RJ, Lau V, Harrington NW, Rennix DK, Parsons AH. Recent developments on the hazards posed by 2,3,7,8-tetrachlorodibenzo-p-dioxin in soil: implications for setting risk-based cleanup levels at residential and industrial sites. JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH 1992; 36:103-49. [PMID: 1608067 DOI: 10.1080/15287399209531628] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Since the publication of the Times Beach risk assessment in 1984, which suggested that residential soils were of concern when the level of 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) was in excess of 1 ppb, there has been continued interest in this topic. Studies conducted within the past 5 yr on the environmental and toxicological behavior of TCDD, as well as refinement of parameters regarding human exposure, indicate that previous assessments of the risk to humans posed by TCDD-contaminated soil were overestimated. In this paper, recent information drawn from nearly 100 recently published articles regarding the histopathology interpretation of the Kociba bioassay, environmental fate and half-life of TCDD in soil, and estimates of human exposure via soil ingestion, dermal contact, inhalation, surface runoff, and the consumption of fish were incorporated into a risk assessment. Cleanup levels for TCDD in residential and industrial soils were calculated based on most likely exposure scenarios. Probability distributions of key exposure parameters were incorporated into a Monte Carlo uncertainty analysis to predict the range and probability of TCDD uptake and corresponding cleanup levels in soil. This analysis demonstrated that the most significant route of human exposure to TCDD is through dermal contact with soil, followed by soil ingestion, fish consumption, and inhalation of airborne particulates. At residential sites, soils containing 20 parts per billion (ppb) of TCDD were found to pose a lifetime cancer risk no greater than 1 in 100,000 (10(-5) risk) under typical exposure conditions. Based on the Monte Carlo analysis, soil concentrations for the 75th and 95th percentile person were 12 and 7 ppb (10(-5) risk), respectively. In industrial soils, TCDD concentrations ranged between 131 and 582 ppb (10(-5) risk), depending on the amount of time spent outdoors under typical exposure conditions. Industrial soil concentrations of approximately 93 and 46 ppb (10(-5) risk) were calculated for the 75th and 95th percentile worker, respectively, engaged in outdoor activities. The range of TCDD concentrations in industrial soils was not reduced significantly when the consumption of fish from a neighboring waterway by off-site receptors was considered. While cleanup levels for TCDD should be derived on a site-specific basis, this analysis indicated that soil cleanup standards can be generally higher than those implemented over the past 8 yr.
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