Association Between Soil Lead and Blood Lead - Abstracts


Mark A. S. Laidlaw


“Sometime in the near future it probably will be shown that the older urban areas of the United States have been rendered more or less uninhabitable by the millions of tons of poisonous industrial lead residues that have accumulated in cities during the past century.” Clair C. Patterson, National Academy of Sciences (1980)


An example of the lead poisoning epidemic - Detroit, Michigan


New Orleans, Louisiana (USA)

mielke.jpg

Source - Howard Mielke - Xavier (New Orleans)


Syracuse, New York

syracuse.jpg


Link to Source




Indianapolis, Indiana (USA)

Points represent blood lead poisoning cases (>10 ug/dl) between 1992 and 1994

Based upon a sample of only 8% of children

Link to Source




Chicago, Illinois

syracuse.jpg

Link to Source




Link to Soil Lead Contour Maps of Various Cities


Dose-Response- Syracuse, New York (USA)


Dose-Response- New Orleans, Louisiana (USA)


<

Link to Source



Link to Source





Toxicity Below 10 ug/dl - Cognitive


Canfield, R.L., Henderson, C.R., Cory-Slechta, D.A., Cox, C., Jusko, T.A., & Lanphear, B.P. Intellectual impairment in children with blood lead concentrations below 10 g/dL: The Rochester cohort study. The New England Journal of Medicine 348(16):1517-1526.



Chiodo LM, Covington C, Sokol RJ, Hannigan JH, Jannise J, Ager J, Greenwald M, Delaney-Black V. 2007. Blood lead levels and specific attention effects in young children. Neurotoxicol Teratol.



Schnaas L, Rothenberg SJ, Flores MF, Martinez S, Hernandez C, Osorio E, Velasco SR, Perroni E. Reduced intellectual development in children with prenatal lead exposure. Environ Health Perspect. 2006 May;114(5):791-7.



Surkan PJ, Zhang A, Trachtenberg F, Daniel DB, McKinlay S, Bellinger DC. Neurotoxicology. Neuropsychological function in children with blood lead levels <10mug/dL. 2007 Jul 25.



Miranda ML, Kim D, Galeano MA, Paul CJ, Hull AP, Morgan SP. 2007. The relationship between early childhood blood lead levels and performance on end-of-grade tests. Environ Health Perspect. 2007 Aug;115(8):1242-7.



Toxicity Below 10 ug/dl - Mortality


Menke A, Muntner P, Batuman V, Silbergeld EK, Guallar E. Bloodlead below 0.48 mmol/L (10 mg/dL) and mortality among US adults. Circulation 2006;114:1388–94.





Potential Solution?


In order to promote evidenced based decision making, it is suggested that very LARGE (1 km square?)community trials be conducted that measure seasonal atmospheric lead loading following three treatments in urban soil contaminated areas - soil covering, irrigation and control. Irrigation would have the added benefit of reducing exposure to particulates such as PM2.5 and PM10 and other contaminants that covary with Pb in urban soils such as benzoapyrene, Cu, Zn, Cd, Cr Ni and Hg; however, it is unclear whether irrigation would be cost-effective when compared to soil covering.

The costs associated with soil covering would include the purchase of soil, soil transport costs, sod/grass seeding, lawn maintenance (mowing/watering) during re-growth, and continued maintenance. The cost associated with irrigation would include installation, future water costs (which could be extracted from ubiquitous municipal water mains) and irrigation system maintenance. It must be noted that LARGE scale community trials have never been conducted (small scale test results have been equivocal, likely due to resuspension and deposition from the neighborhood and surrounding properties).

Soil Covering?


Irrigation?





Preliminary Discussion



Generally, five study designs have been used to test the hypothesis of an association between soil lead and blood lead: ecological- temporal, ecological-spatial, cross-sectional, prospective soil removal, and descriptive. Each of the study designs has limitations.

Cross-Sectional

The cross-sectional study design is the most frequently applied study design. This study design is severely limited due to exposure misclassification and outcome misclassification. It is well known that in urban areas, soil lead concentrations decay exponentially away from the roadside. It is also known that soil lead concentrations are elevated adjacent to homes due to the effect of past aerosols coming into contact with the side of buildings and dropping to the soil below. In addition, in homes with exterior lead paint, the soils adjacent to homes can become contaminated due to deterioration of leaded paint. Cross-sectional studies that are based on single sample exposure will result in exposure classification because point samples can be highly variable for the above-mentioned reasons. Outcome misclassification arises due to the well-known blood lead seasonality effect. Blood lead seasonality of groups of children has shown that blood lead concentrations can increase over 100% between winter and summer. The exposure and outcome misclassification makes it very difficult to correlate due to the high variability of exposure (soil lead) and outcome (blood lead). This likely explains the reason why cross-sectional studies sometime have historically low correlations, and this is due to the inadequacy of the study design. An example of a cross-sectional study was a study of the association between soil lead and blood lead at four superfund sites which was completed by the Agency for Toxic Substances and Disease Registry's (1999). This study found that the predicted blood lead level corresponding to a soil lead level of 500 mg/kg was 5.99 microg/kg with a 95% prediction interval of 2.08-17.29.

Ecological- Spatial

The ecological spatial study design is completed by taking the average blood lead of a small area for a given period of time, and correlating that blood lead with the average soil lead concentration for the same small unit, across all the small area units in a city. This study design has been successfully applied (R2 >0.65) in Syracuse (Johnson and Bretsch, 2002), New Orleans (Mielke et al. 1997), and Shenyang (Ren HM et al. 2005). This study design appears to be successful because the exposure (soil lead) is generally an average of a large number of soil samples in a small area, thus dampening out the exposure misclassification that occurs in the cross-sectional study design. Furthermore, since it is time invariant, the misclassification from seasonality effect that is found in the cross-sectional study design is not a factor. The limitations of this study design is that the confounding variable, homes with paint lead, are not accounted for. However, this variable can be adjusted for. In fact, Mielke found that the p value for spatial association between soil lead and blood lead was many orders of magnitude lower than the association between the percentage of home with paint lead with blood lead (Mielke et al., 1997). Another limitation is that in the ecological study design, the association is between the average blood lead of the group and not the individuals – thus the inference of a blood lead soil lead association at the individual level should be made cautiously

Ecological – Temporal

The ecological temporal study design is conducted by selecting a city, then taking the average monthly blood lead concentration of all the children, for a specific time period, then regressing against soil moisture and climate variables (Laid law et al. 2005). Of temporal variation in urban children's BPb, 87% in Indianapolis (R2 = 0.87, p = 0.0004), 61% in Syracuse (R2 = 0.61, p = 0.0012), and 59% in New Orleans (R2 = 0.59, p = 0.0000078) are explained by these variables (Laid law et al. 2005). This approach is believed to be successful because it is thought that soil moisture and climate variables are proxy indicators of urban lead contaminated soil re-suspension (Laidlaw and Filipelli, 2006). This approach eliminates spatial concerns, such as confounding by paint lead, and examines temporal fluctuations only. The limitation of the study design is that it does not account for variation in lead particles released from the opening and closing of windows. However, it is not believed that the opening and shutting of windows is related to temporal changes variables such as PM10 and soil moisture, thus it is believed that lead particles released from the opening and closing of windows is not related to a significant proportion of the variation in children’s blood lead seasonality. In addition, ecological studies are based upon the group, rather than the individual, and inferences at the individual level must be made with caution.

Prospective Soil Removal

Prospective soil removal studies remove lead contaminated soil from yards of selected homes while leaving lead contaminated soil in yards of other homes. Blood lead concentrations of children in the homes are then compared between treatment and controls. These study designs have limitations. First, the sample sizes can be very low. Second, the blood lead samples must be collected at the same point in time to prevent outcome misclassification due to blood lead seasonality which could result in lower correlations and p values. Some of these studies have failed to account for differences in how the homes are sealed as well. These studies can also fail because they do not take into account the fact that dust that travels to a home does not originate from the soil from the home but the surrounding community (von Linden et al., 2003). This was illustrated by Sheldrake, S.; Stifelman, M. (2003) at the Near the Bunker Hill Superfund site where they found that cleanup of residences has a three-fold greater reduction of children's blood lead levels compared with cleaning only those homes where children currently reside by reducing exposures attributable to neighboring properties. This approach has been successfully completed by Maisonet et al. who conducted a pair-matched, case-control study of yard soil remediation and found that yard soil removal was a strong protective factor for elevated blood lead levels in children (odds ratio, 0.28; confidence interval, 0.08-0.92).

Descriptive

Isotopic studies hold promise, however, in the United States some people suggest that there is an overlap in isotope ratios of lead in paint and gasoline, which limits any source apportionment. However the use of isotopic ratios have shown promise in Armenia (Kurkjian & Flegal, 2003).





Abstracts


Author:John L. Adgate, Robert D. Willis, Timothy J. Buckley, Judith C. Chow, John G. Watson, George G. Rhoads, and Paul J. Lioy
Title:Chemical Mass Balance Source Apportionment of Lead in House Dust
Journal:Environ. Sci. Technol., 32 (1), 108 -114, 1998.
Abstract: Chemical mass balance was used to apportion the major proximate contributors of lead mass to house dust (HDPb) obtained from urban Jersey City, NJ, homes of children at risk for lead exposure. Coarse (up to ~60 m) and PM10 (<10 m) particle size fractions of vacuum dust samples from 64 residences with lead-based paints were analyzed for Pb and 16 other elements. Source profiles were developed to represent proximate source media contributors to HDPb pre-1960 interior lead-based paints, indoor air, and a crustal source profile that accounted for the contribution of yard soils and street dusts. On average for both size fractions the exterior proximate sources, i.e., crustal materials and deposited airborne particulates, were responsible for approximately two-thirds of the HDPb mass; the interior lead-based paint sources contributed the remaining third. Results indicate considerable variability in Pb source contributors between homes, but little dif ference in the source contributors to the two overlapping size fractions within homes. Effective reduction of HDPb levels will require control of both exterior and interior sources.


Reference Type: Journal Article
Record Number: 14
Author: Alonso, E.; Cambra, K.; Martinez, T.
Year: 2001
Title: Lead and cadmium exposure from contaminated soil among residents of a farm area near an industrial site
Journal: Archives of Environmental Health. 56(3)
Volume: 56(3)
Pages: 278-82
Accession Number: 11480506
Abstract: In this study, the authors determined the degree of lead and cadmium exposure in a population that resided in an area with contaminated soil. The extent of exposure from soil pollution was also assessed. Lead and cadmium concentrations in blood of children and adults who resided in the contaminated area were measured, and cadmium concentration in urine of adults was also determined. An adult control group was recruited from a nonpolluted area. The mean blood lead level in adults who resided in the polluted area was 9.8 microg/dl, compared with a mean level of 6.8 microg/dl in controls (p = .004). Urinary cadmium levels were well below the level associated with onset of symptoms, but the differences between levels in residents of the contaminated area (0.54 microg/gm creatinine) and levels in the controls (0.37 microg/gm creatinine) indicated that life-long cadmium exposure had been higher among the residents of the contaminated area (p = .086). The mean blood lead level and mean blood cadmium level in children were 5.2 microg/dl (maximum = 7.90 microg/dl) and 0.10 microg/l, respectively. Lead in soil accounted in large part for the differences in blood lead levels in children; however, blood cadmium levels were not associated with soil cadmium levels, but, rather, with consumption of home-grown vegetables.
Notes:
Journal Article


Reference Type: Journal Article
Record Number: 81
Author: Angle, C. R.; McIntire, M. S.
Title: Environmental lead and children: the Omaha study
Journal: Journal of Toxicology & Environmental Health.
Volume: 5(5)
Pages: 855-70.
Accession Number: 583166
Abstract: Blood lead (Pb B) was determined in 1232 samples from 831 children in Omaha and correlated with air lead (Pb A) concentrations of 0.02-1.69 microgram/m3 from 1971 to 1977. A bivariate equation for ages 6-18 yr based on these data predicts an increase in Pb B of 1.4 microgram/dl as Pb A increases from 1 to 2 microgram/m3. Pb B increases 7 microgram/dl as the mean values for soil and house dust Pb increase from 100 to 750 microgram/g. Multiple regression analysis shows that the combined effects of air, soil, and house dust Pb account for 21% of the variance of Pb B, with a high intercorrelation of all 3 variables. Since the variance of repeat sampling in individuals accounted for 38% of the total variance of Pb B, approximately 40% is unexplained and requires measurement of Pb from dietary and other sources.
Notes:
Journal Article



Reference Type: Journal Article
Record Number: 58
Author: Aschengrau, A.; Beiser, A.; Bellinger, D.; Copenhafer, D.; Weitzman, M.
Title: The impact of soil lead abatement on urban children's blood lead levels: phase II results from the Boston Lead-In-Soil Demonstration Project
Pages: 125-48, 1994 Nov.
Accession Number: 7982389
Abstract: The Boston Lead-In-Soil Demonstration Project was a randomized environmental intervention study of the impact of urban soil lead abatement on children's blood lead levels. Lead-contaminated soil abatement was associated with a modest reduction in children's blood lead levels in both phases of the project; however, the reduction in Phase II was somewhat greater than that in Phase I. The combined results from both phases suggest that a soil lead reduction of 2060 ppm is associated with a 2.25 to 2.70 micrograms/dl decline in blood lead levels. Low levels of soil recontamination 1 to 2 years following abatement indicate that the intervention is persistent, at least over the short-term. Furthermore, the intervention appears to benefit most children since no measurable differences in efficacy were observed for starting blood and soil lead level, race, neighborhood, gender, and many other characteristics. However, soil abatement did appear to be more beneficial to children in the higher socioeconomic classes, with low baseline ferritin levels, and who spent time away from home on a regular basis and lived in nonowner occupied housing, and with adults who had lead-related hobbies and almost always washed their hands before meals. Children who lived in apartments with consistently elevated floor dust lead loading levels derived almost no benefit from the soil abatement. It was not possible to separate the effects of the variables that had a beneficial impact on efficacy because they were closely correlated and the number of subjects was small. We recommend that further research be conducted to identify subgroups of children to whom soil lead abatement might be targeted.
Notes: Environmental Research. 67(2)
Clinical Trial
Clinical Trial, Phase II
Journal Article
Randomized Controlled Trial



Reference Type: Journal Article
Record Number: 39
Author: Aschengrau, A.; Beiser, A.; Bellinger, D.; Copenhafer, D.; Weitzman, M.
Year: 1997
Title: Residential lead-based-paint hazard remediation and soil lead abatement: their impact among children with mildly elevated blood lead levels
Journal: American Journal of Public Health.
Volume: 87(10)
Pages: 1698-702.
Accession Number: 9357358
Abstract: OBJECTIVES: This prospective study describes the impact of residential lead-based-paint hazard remediations on children with mildly elevated blood lead levels. METHODS: Changes in blood lead levels were observed following paint hazard remediation alone and in combination with soil abatement. RESULTS: After adjustment for the confounding variables paint hazard remediation alone was associated with a blood lead increase of 6.5 micrograms/dL (P = 0.5), and paint hazard remediation combined with soil abatement was associated with an increase of 0.9 microgram/dL (P = 36). CONCLUSIONS: Lead-based-paint hazard remediation as performed in this study, is not an effective secondary prevention strategy among children with mildly elevated blood lead levels.
Notes: Journal Article


Reference Type: Journal Article
Record Number: 53
Author: Bates, M.; Malcolm, M.; Wyatt, R.; Garrett, N.; Galloway, Y.; Speir, T.; Read, D.
Year: 1995
Title: Lead in children from older housing areas in the Wellington region
Journal: New Zealand Medical Journal.
Volume: 108(1009).
Pages: 400-4.
Accession Number: 7478332
Abstract: AIMS. To examine blood lead levels in children, aged 12 to 23 months, living in old housing areas of Wellington and Lower Hutt, and to investigate risk factors for high lead levels. METHOD. Children were selected from Plunket Society rolls. Venous blood samples were collected, and care givers were interviewed with a questionnaire. Soil samples were taken from around the children's homes. Both soil and blood samples were analysed for lead content. RESULTS. Blood samples and completed questionnaires were obtained for 143 children. The geometric mean blood lead level for all the children was 0.25 mumol/L (5.1 micrograms/dL) (95% confidence interval [95% CI]: 0.22-0.28 mumol/L). Three children had blood lead levels that exceeded the level for notification in New Zealand 1.45 mumol/L and a further 13 had blood lead levels exceeding 0.48 mumol/L. Children with elevated lead levels were likely to live in a house greater than 50 years old where paint removal had taken place in the last 2 years (risk ratio [RR] = 14.4, 95% CI: 2-107). Eating dirt, particularly for children who usually played outside within 2 metres of the house, was also a risk factor for elevated blood lead levels. Soil lead levels generally increased with the age of the house and were weakly correlated with blood lead levels (r = 0.32). CONCLUSION. Paint removal in old houses is a major risk factor for elevated blood lead levels. However, the number of study children living in houses less than 50 years old was limited. Because of this and possible participant selection bias, the results of this study require confirmation in a separate population-based study. Information about the specific paint removal procedures that cause high lead levels is also needed.



Author: Binns HJ, Gray KA, Chen T, Finster ME, Peneff N, Schaefer P, Ovsey V, Fernandes J, Brown M, Dunlap B.
Title:Evaluation of landscape coverings to reduce soil lead hazards in urban residential yards: The Safer Yards Project.
Abstract:This study was designed primarily to evaluate the effectiveness of landscape coverings to reduce the potential for exposure to lead-contaminated soil in an urban neighborhood. Residential properties were randomized in to three groups: application of ground coverings/barriers plus placement of a raised garden bed (RB), application of ground coverings/barriers only (no raised bed, NRB), and control. Outcomes evaluated soil lead concentration (employing a weighting method to assess acute hazard soil lead [areas not fully covered] and potential hazard soil lead [all soil surfaces regardless of covering status]), density of landscape coverings (6 = heavy, > 90% covered; 1 = bare, < 10% covered), lead tracked onto carpeted entryway floor mats, and entryway floor dust lead loadings. Over 1 year, the intervention groups had significantly reduced acute hazard soil lead concentration (median change: RB, -478 ppm; NRB, -698 ppm; control, +52 ppm; Kruskal-Wallis, P = 0.02), enhanced landscape coverings (mean change in score: RB, +0.6; NRB, +1.5; control, -0.6; ANOVA, P < 0.001), and a 50% decrease in lead tracked onto the floor mats. The potential hazard soil lead concentration and the entryway floor dust lead loading did not change significantly. Techniques evaluated by this study are feasible for use by property owners but will require continued maintenance. The long-term sustainability of the method needs further examination.
SourceEnviron Res. 2004 Oct;96(2):127-38.



Reference Type: Journal Article
Author: Boreland F, Lyle DM.
Year: 2006
Title: Lead dust in Broken Hill homes: effect of remediation on indoor lead levels.
Journal: Environ Res.
Volume: 100(2)
Pages: 276-83
Abstract:This study was undertaken to determine whether home remediation effectively reduced indoor lead levels in Broken Hill, a long-established silver-lead-zinc mining town in outback Australia. A before-after study of the effect of home remediation on indoor lead levels was embedded into a randomized controlled trial of the effectiveness of remediation for reducing elevated blood lead levels in young children. Moist towelettes were used to measure lead loading (microg/m2) on internal windowsills and internal and entry floors of 98 homes; samples were collected before, immediately after, and 2, 4, 6, 8, and 10 months after remediation. Data were log(10) transformed for the analysis. Remediation reduced average indoor lead levels by approximately 50%, and lead levels remained low for the duration of the follow-up period (10 months). The greatest gains were made in homes with the highest initial lead levels; homes with low preremediation lead levels showed little or no benefit. Before remediation, homes located in areas with high soil lead levels or with "poor" dust proofing had higher lead levels than those in areas with lower soil lead levels or with "medium" or "good" dust proofing; these relative differences remained after remediation. There was no evidence that lead loading was reduced by an increased opportunity to become aware of lead issues. We conclude that remediation is an effective strategy for reducing the lead exposure of children living in homes with high indoor lead levels.


Author:Campbell C, Schwarz DF, Rich D, Dockery DW. 2003. Effect of a follow-up professional home cleaning on serial dust and blood lead levels of urban children. Arch Environ Health. Dec;58(12):771-80.
Abstract:Children residing in Philadelphia, Pennsylvania, who were enrolled in a clinical trial of oral chelation therapy (n=73) were studied to determine the effects of a follow-up professional lead dust cleaning of their homes 18 mo after an initial cleaning and commencement of therapy. Home dust lead levels were determined from dust-wipe specimens collected from the kitchen and playroom floors, and from a playroom windowsill, prior to, immediately following, and 3 and 6 mo after the second cleaning. Children's blood lead levels were assessed at 3-mo intervals before and after the follow-up cleaning. Professional cleaning produced immediate decreases in dust lead levels; however, dust lead re-accumulated to precleaning levels within 3-6 mo. Frequent, repeated cleanings may be required if blood lead or dust lead levels are to be reduced and sustained at low levels in urban homes.

Author:Caravanos, Jack, Weiss, Arlene and Jaeger, Rudolph. 2005. An exterior and interior leaded dust deposition survey in New York City: Results of a 2-year study. Environmental Research. Abstract: Environmental concentrations of leaded dust were monitored by weekly sample collection of interior and exterior settled dust that had accumulated due to atmospheric deposition. The weekly deposition amounts were measured and the cumulative rates of lead in dust that deposited on a weekly basis over 2 year's time were determined. The sampling analysis revealed that the median values of leaded dust for the interior plate (adjacent to the open window), unsheltered exterior plate, and the sheltered exterior plate were 4.8, 14.2, and 32.3 µg/feet2/week, respectively. The data supports the existence of a continuous source of deposited leaded dust in interior and exterior locations within New York City. Additional data from a control plate (interior plate with the window closed) demonstrate that the source of the interior lead deposition was from exterior (environmental) sources. Because of the ubiquitous nature of lead in our environment and the toxic threat of lead to the cognitive health of children, this data provides a framework for the understanding of environmental exposure to lead and its potential for continuing accumulation within an urban environment.

Author:Caravanos, Jack, Blaise, Marc. J., Weiss, Arlene and Jaeger, Rudolph. 2005. A survey of spatially distributed exterior dust lead loadings in New York City Abstract: This work documents ambient lead dust deposition values (lead loading) for the boroughs of New York City in 2003–2004. Currently, no regulatory standards exist for exterior concentrations of lead in settled dust. This is in contrast to the clearance and risk assessment standards that exist for interior residential dust. The reported potential for neurobehavioral toxicity and adverse cognitive development in children due to lead exposure prompts public health concerns about undocumented lead sources. Such sources may include settled dust of outdoor origin. Dust sampling throughout the five boroughs of NYC was done from the top horizontal portion of pedestrian traffic control signals (PTCS) at selected street intersections along main thoroughfares. The data (n=214 samples) show that lead in dust varies within each borough with Brooklyn having the highest median concentration (730 µg/ft2), followed in descending order by Staten Island (452 µg/ft2), the Bronx (382 µg/ft2), Queens (198 µg/ft2) and finally, Manhattan (175 µg/ft2). When compared to the HUD/EPA indoor lead in dust standard of 40 µg/ft2, our data show that this value is exceeded in 86% of the samples taken. An effort was made to determine the source of the lead in the dust atop of the PTCS. The lead in the dust and the yellow signage paint (which contains lead) were compared using isotopic ratio analysis. Results showed that the lead-based paint chip samples from intact signage did not isotopically match the dust wipe samples taken from the same surface. We know that exterior dust containing lead contributes to interior dust lead loading. Therefore, settled leaded dust in the outdoor environment poses a risk for lead exposure to children living in urban areas, namely, areas with elevated childhood blood lead levels and background lead dust levels from a variety of unidentified sources.


Author:Leticia Carrizalesa, Israel Razoa, Jesús I. Téllez-Hernándeza, Rocío Torres-Nerioa, Arturo Torresa, Lilia E. Batresa, Ana-Cristina Cubillasb and Fernando Díaz-Barrigaa,
Title:Exposure to arsenic and lead of children living near a copper-smelter in San Luis Potosi, Mexico: Importance of soil contamination for exposure of children
Abstract:The objective of this study was to assess the levels of soil contamination and child exposure in areas next to a primary smelter (arsenic–copper metallurgical) located in the community of Morales in San Luis Potosi, Mexico. In Morales, 90% of the soil samples studied in this work were above 400 mg/kg of lead, and above 100 mg/kg of arsenic, which are guidelines recommended by the United States Environmental Protection Agency (EPA). Bioaccessibility of these metals was studied in vitro in 10 soil samples; the median values of bioaccessibility obtained in these samples were 46.5% and 32.5% for arsenic and lead. Since the concentrations of arsenic and lead in soil were above normal values, and taking into account the bioaccessibility results, exposure to these metals was evaluated in children. Regarding lead, children aged 3–6 years had the highest mean blood lead levels; furthermore, 90% of them had concentrations above 10 μg/dl (CDC's action level). Total urinary arsenic was higher in children aged 8–9 yr; however, the percentage of children with concentrations above 50 μg/g creatinine (CDC's action level) or 100 μg/g creatinine (World Health Organization [WHO] action level) was similar among different age groups. Using the EPAs integrated exposure uptake biokinetic model for lead in children (IEUBK), we estimated that 87% of the total lead in blood is obtained from the soil/dust pathway. The exposure dose to arsenic, estimated for the children living in Morales using Monte Carlo analysis and the arsenic concentrations found in soil, was above the EPA's reference dose. With all these results, it is evident that studies are needed in order to identify adverse health effects in children living in Morales; nevertheless, it is more important to develop a risk reduction program as soon as possible.
Notes:Environmental Research Volume 101, Issue 1 , May 2006, Pages 1-10


Reference Type: Journal Article
Record Number: 79
Author: Charney, E.; Sayre, J.; Coulter, M.
Title: Increased lead absorption in inner city children: where does the lead come from?
Pages: 226-31, 1980 Feb.
Accession Number: 7354967
Abstract: Pica for lead-containing paint has been questioned as the principal mechanism for the widespread moderately elevated blood lead levels (30 to 80 microgram/100 ml) in inner city children. This study explored the hypothesis that lead-contaminated household dust is a major source of lead for these children; hand contamination and repetitive mouthing is the proposed mechanism of ingestion. Forty-nine inner city children with blood lead 40 to 70 microgram/100 ml were matched with 50 children with blood lead less than or equal to 29 microgram/100 ml from the same inner city environment. House dust lead and lead on hands were found in significantly greater quantity among experimental subjects. Other factors differed between groups; lead content of peeling paint, soil lead, and pica affected more experimental than control children, but did not account for more than 50% of experimental cases. The cause of moderate blood lead elevation is multifactoral: no single source accounted for all children with elevated levels. However, lead contamination of house dust and hands appears to be a major factor in this condition.
Notes: Pediatrics. 65(2)
Journal Article


Reference Type: Journal Article
Record Number: 42
Author: Cikrt, M.; Smerhovsky, Z.; Blaha, K.; Nerudova, J.; Sediva, V.; Fornuskova, H.; Knotkova, J.; Roth, Z.; Kodl, M.; Fitzgerald, E.
Title: Biological monitoring of child lead exposure in the Czech Republic
Pages: 406-11, 1997 Apr.
Accession Number: 9189705
Abstract: The area around the Pribram lead smelter has been recognized to be heavily contaminated by lead (Pb). In the early 1970s, several episodes of livestock lead intoxication were reported in this area; thereafter, several epidemiological and ecological studies focused on exposure of children. In contrast to earlier studies, the recent investigation (1992-1994) revealed significantly lower exposure to lead. From 1986-1990, recorded average blood lead levels were about 37.2 micrograms lead (Pb)/100 ml in an elementary school population living in a neighborhood close to the smelter (within 3 km of the plant). The present study, however, has found mean blood lead levels of 11.35 micrograms/100 ml (95% CI = 9.32; 13.82) among a comparable group of children. In addition to blood lead, tooth lead was used to assess exposure among children. Statistically significant differences (p < 0.05) were observed between the geometric mean tooth lead level of 6.44 micrograms Pb/g (n = 13; 95% CI = 3.95; 10.50) in the most contaminated zone and 1.43 micrograms Pb/g (n = 35; 95% CI = 1.11; 1.84) in zones farther away from the point source. Both biomarkers, blood and tooth lead levels, reflect a similar pattern of lead exposure in children. This study has attempted a quantitative assessment of risk factors associated with elevated lead exposure in the Czech Republic. Content of lead in soil, residential distance from the smelter, consumption of locally grown vegetables or fruits, drinking water from local wells, the mother's educational level, cigarette consumption among family members, and the number of children in the family were factors positively related (p < 0.05) to blood lead levels. The resulting blood lead level was found to be inversely proportional to the child's age.
Notes: Environmental Health Perspectives. 105(4)
Journal Article


Author:Heather F. Clark, Daniel J. Brabander and Rachel M. Erdil
Title:Sources, Sinks, and Exposure Pathways of Lead in Urban Garden Soil
Abstract:The chemistry of Pb in urban soil must be understood in order to limit human exposure to Pb in soil and produce and to implement remediation schemes. In inner-city gardens where Pb contamination is prevalent and financial resources are limited, it is critical to identify the variables that control Pb bioavailability. Field-portable X-ray fluorescence was used to measure Pb in 103 urban gardens in Roxbury and Dorchester, MA, and 88% were found to contain Pb above the USEPA reportable limit of 400 µg g–1. Phosphorus, iron, loss on ignition, and pH data were collected, Pb-bearing phases were identified by X-ray diffraction, and Pb isotopes were measured using inductively coupled plasma mass spectrometry. Four test crops were grown both in situ and in Roxbury soil in a greenhouse, and plant tissue was analyzed for Pb uptake by polarized energy-dispersive X-ray fluorescence. Variation at the neighborhood scale in soil mineralogical and chemical characteristics suggests that the bioavailable fraction of Pb in gardens is site specific. Based on Pb isotope analysis, two historical Pb sources appear to dominate the inventory of Pb in Roxbury gardens: leaded gasoline (207 Pb/206 Pb = 0.827) and Pb-based paint (207Pb/206 Pb = 0.867). Nearly 70% of the samples analyzed can be isotopically described by mixing these two end members, with Pb-based paint contributing 40 to 80% of the mass balance. A simplified urban human exposure model suggests that the consumption of produce from urban gardens is equivalent to approximately 10 to 25% of children's daily exposure from tap water. Furthermore, analysis of over 60 samples of plant tissue from the four test species suggests that in these urban gardens unamended phytoremediation is an inadequate tool for decreasing soil Pb.
Notes:J Environ Qual 35:2066-2074 (2006), DOI: 10.2134/jeq2005.0464


Author:Clark S, Menrath W, Chen M, Succop P, Bornschein R, Galke W, Wilson J.
Abstract:To aid in understanding the contribution of exterior dust/soil lead to postintervention interior dust lead, a subset of housing from the HUD Lead-Based Paint Hazard Control Grant Program Evaluation was selected for study. Housing from 12 state and local governments was included. Exterior entry and street dust samples were obtained by a vacuum method, and soil samples were building perimeter core composites. Interior dust wipe lead data (microg/ft(2)) and paint lead data (mg/cm(2)) were also available for each of the dwelling units and included in the modeling. Results from 541 dwelling units revealed a wide range of exterior dust and soil lead levels, within and between grantees. Minimum and maximum geometric mean lead levels, by grantee, were 126 and 14400 microg/ft(2) for exterior entry dust; 325 and 4610 microg/ft(2) for street dust; and, for soil concentration, 383 and 2640 ppm. Geometric mean exterior entry dust lead concentration (1641 ppm) was almost four times as high as street dust lead concentration (431 ppm), suggesting that lead dust near housing was often a source of street dust lead. Geometric mean exterior entry dust lead loading was more than four times as high as window trough dust lead loading and more than an order of magnitude higher than interior entry dust lead loading. Statistical modeling revealed pathways from exterior entry dust lead loading to loadings on interior entryway floors, other interior floors, and windowsills. Paint lead was found to influence exterior entry dust lead. Results of this study show that housing where soil lead hazard control activities had been performed had lower postintervention exterior entry, interior entry floor, windowsills, and other floor dust loading levels. Soil was not present for almost half the buildings. Statistical analysis revealed that exterior strategy influenced soil lead concentration, and soil lead concentration influenced street dust lead loading. This study represents one of the few where an impact of soil treatments on dust lead levels within the housing has been documented and may represent the first where an impact on exterior entry dust lead has been found. The inclusion of measures to mitigate the role of exterior sources in lead hazard control programs needs consideration.
Notes:J Occup Environ Hyg. 2004 May;1(5):273-82.

Author:Culbard E, Thornton I, Watt J, Wheatley, M, Moorcroft S, Thompson M. 1988. Metal contamination in British urban dusts and soils. J Environ Qual 17:226-234.
Abstract:

Reference Type: Journal Article
Record Number: 55
Author: Devey, P.; Jingda, L.
Title: Soil lead levels in parks and playgrounds: an environmental risk assessment in Newcastle
Pages: 189-92, 1995 Apr.
Accession Number: 7786947
Abstract: In June 1993 the National Health and Medical Research Council set a national goal for blood lead of below 10 micrograms/dl. There is a need to know if the lead contamination of the urban environment is so high as to put community health at risk. Decisions, including whether soil should be removed and replaced, will have to be made. During the second half of 1993, an environmental assessment of lead contamination of soil within the City of Newcastle was conducted. Samples, 108 from surface soil and 10 from subsurface soil, were taken from public parks and playgrounds in the city area and analysed for lead content. The proportion within and the proportion above the guidelines for soil contamination were reported. Lead concentrations ranged from 25 to 2400 parts per million (ppm); 21 per cent of samples had concentrations higher than the 300 ppm action level, and the geometric mean was 134 ppm. Both the range and the average lead levels were typically no more than, or were even less than, soil lead levels documented for other cities in Australia, the United States and United Kingdom. Although each sampling site was noted, it was not our intention to focus in on individual sites. Indeed, to draw health-risk implications from any one result may be misleading and inaccurate. The results indicated moderate lead contamination of soil that could be controlled by regular top-dressing of soils, the use of bark chip on playground surfaces and by government initiatives aimed at lowering lead levels in petrol.
Notes: Australian Journal of Public Health. 19(2)
Journal Article



Author: Dixon SL, McLaine P, Kawecki C, Maxfield R, Duran S, Hynes P, Plant T.
Title:The effectiveness of low-cost soil treatments to reduce soil and dust lead hazards: The Boston lead safe yards low cost lead in soil treatment, demonstration and evaluation. Abstract:The Boston lead safe yards low cost lead in soil treatment, demonstration, and evaluation was developed to explore the viability and effectiveness of low-cost soil interventions to reduce exposure to soil lead hazards. Buildings that had been abated for lead to Massachusetts's deleading standards in the previous 5yrs and met other program requirements were recruited for the evaluation. Following individual property assessments, yards were treated with application of ground coverings and ground barriers in 2000-2001 and followed up at 1yr. The treatment cost ranged from $1095 to $5643 with an average of $2798. Soil lead levels at the building dripline, measured with a field-portable X-ray fluorescence analyzer (Niton Model 702 Spectrum Analyzer), dropped from 2021PPM at baseline to 206PPM at 1-yr follow-up. Most of the barrier treatments continued to block access to the lead-contaminated soil at 1yr. At the follow-up, few properties with grass treatment had areas that were completely bare, but 28% had more than a small amount of treated areas bare. Treatments were effective in reducing entryway dust lead in the rear of the building if the residents reported they had maintained the yard treatments. Each additional yard work activity reported was predicted to lower 1-yr floor dust lead loading at the rear common/main and dwelling unit entries by about 20%. Each additional 100ft(2) of yard treated was predicted to lower 1-yr floor dust loading at the rear dwelling unit entry by 19%. Treatments did not show a dust lead effect at 1yr in the front entryway of the building, but the investigators believe that this may be due to the effect of resident cleaning overshadowing the treatment effect. Notes: Environ Res. 2006 Feb 23; [Epub ahead of print]




Reference Type: Journal Article
Record Number: 56
Author: Elhelu, M. A.; Caldwell, D. T.; Hirpassa, W. D.
Title: Lead in inner-city soil and its possible contribution to children's blood lead
Pages: 165-9, 1995 Mar-Apr.
Accession Number: 7786053
Abstract: This study was designed to assess distribution and sources of lead in inner-city soils in Washington, D.C. Duplicate soil samples were collected randomly from 239 unpaved front yards of homes in Washington, D.C. Soil samples were collected 1 m from the houses. Lead concentration in soil was determined by flame atomic absorption spectrophotometry. Presence of lead detected in soil was correlated and traced to the anticipated source of origin. A significantly high concentration of lead was present in inner-city soils. Areas of the city in which the highest lead concentrations were found (Wards 1, 4, 5, 6, 7, 8) were determined to contain a large number of residents who had attained lower education levels than most residents in the remaining wards. It was concluded that lead concentration in inner-city soil plays a significant role in the incidence of lead poisoning in children in the District of Columbia and that paint is the main source of soil lead. Demographic characteristics of the residents appeared to enhance the distribution of lead poisoning.
Notes: Archives of Environmental Health. 50(2)
Journal Article


Reference Type: Journal Article
Record Number: 73
Author: Elwood, P. C.
Title: The sources of lead in blood: a critical review
Pages: 1-23, 1986 Jun.
Accession Number: 3523752
Notes: Review
Science of the Total Environment. 52(1-2)
Journal Article


Reference Type: Journal Article
Record Number: 63
Author: Fett, M. J.; Mira, M.; Smith, J.; Alperstein, G.; Causer, J.; Brokenshire, T.; Gulson, B.; Cannata, S.
Title: Community prevalence survey of children's blood lead levels and environmental lead contamination in inner Sydney.[see comment]
Pages: 441-5, 1992 Oct 5.
Accession Number: 1406391
Abstract: OBJECTIVE: To determine the distribution of blood lead levels in preschool children in inner Sydney and identify possible sources of environmental lead. DESIGN: Cross sectional community based prevalence survey of children and the houses in which they live, and a survey of volunteer children. SETTING: Mort Bay and Summer Hill, residential localities in inner Sydney. PARTICIPANTS: Ninety-five children aged 9-48 months able to be identified in a defined geographic area and 63 children aged 9-48 months volunteered by their parents. OUTCOME MEASURES: Concentrations of lead in venous blood of all children and in samples from the home environment of Mort Bay children. RESULTS: Four of the children (2.5%) had blood lead levels > or = 1.21 mumol/L (25 micrograms/dL, the current Australian threshold of concern), 27 (17.1%) had levels > or = 0.72 mumol/L (15 micrograms/dL, the new US threshold for individual intervention) and 80 (50.6%) had levels > or = 0.48 mumol/L (10 micrograms/dL, the new US threshold for community intervention). Blood lead concentrations were significantly correlated with concentrations of lead in "sink" soil (r = 0.555, P = 0.026), play area soil (r = 0.492, P = 0.016) and dust from vacuum cleaners (r = 0.428, P = 0.05), and with age of child (r = -0.182, P = 0.023). The presence of the child during house renovation was a strong predictor of having a blood lead level above 0.72 mumol/L (15 micrograms/dL) (odds ratio, 4.6; 95% confidence interval, 1.8-11.7, P = 0.001). CONCLUSIONS: Lead in soil and in household dust in older areas of Sydney is likely to represent a significant health hazard to young children. Many thousands of children may be affected in Sydney and other Australian cities. There is an urgent need for expanded prevalence surveys, public education and the development of strategies for the abatement of lead in urban environments.
Notes: Medical Journal of Australia. 157(7)
Journal Article

Author Filippelli, Gabriel M., Laidlaw, Mark A.S., Latimer, Jennifer C., Raftis, Robyn Urban Lead Poisoning and Medical Geology: An Unfinished Story GSA Today 2005 15: 4-11
ABSTRACT: The intersection between geological sciences and human health, termed medical geology, is gaining significant interest as we understand more completely coupled biogeochemical systems. An example of a medical geology problem largely considered solved is that of lead (Pb) poisoning. With aggressive removal of the major sources of Pb to the environment, including Pb-based paint, leaded gasoline, and lead pipes and solder, the number of children in the United States affected by Pb poisoning has been reduced by 80%, down to a current level of 2.2%. In contrast to this national average, however, about 15% of urban children exhibit blood Pb levels above what has been deemed “safe” (10 µg per deciliter); most of these are children of low socioeconomic-status minority groups. We have analyzed the spatial relationship between Pb toxicity and metropolitan roadways in Indianapolis and conclude that Pb contamination in soils adjacent to roadways, the cumulative residue from the combustion of leaded gasoline, is being remobilized. Developing strategies to remove roadway Pb at the source is a matter of public health and social justice, and constitutes perhaps the final chapter in this particular story of medical geology.

Link to Paper



Reference Type: Journal Article
Record Number: 60
Author: Gagne, D.
Title: Blood lead levels in Noranda children following removal of smelter-contaminated yard soil
Pages: 163-6, 1994 May-Jun.
Accession Number: 7922959
Abstract: In 1979, children two to five years of age living in Rouyn-Noranda, QC, in an urban district located within 1 km from a copper smelter had mean (geometric) blood lead levels (BLL) of 21 micrograms/dL. Afterwards, stack emissions were lowered. In 1989, mean (geom.) BLL were reduced to 11 micrograms/dL; 50% of the district children had BLL less than 10 micrograms/dL. In 1990-91, a $3 million top soil removal operation took place; residential lots having more than 500 ppm soil lead were decontaminated. In 1991, BLL were reduced to 7 micrograms/dL; 75% of the children had less than 10 micrograms/dL. Geographic analysis of the 1991 results showed that children with the highest BLL lived nearest to the smelter, where atmospheric dustfall to the ground reached 36 mg/m2/month. Follow-up pediatric blood lead campaigns are planned in 1993 and 1995, to evaluate the effects of an ongoing program for further reduction of atmospheric smelter emissions.
Notes: Canadian Journal of Public Health. Revue Canadienne de Sante Publique. 85(3)
Journal Article



Reference Type: Journal Article
Record Number: 26
Author: Gao, W.; Li, Z.; Wang, Z.; Wang, N.; Zhao, X.; Chen, Y.
Title: [Effects of environmental lead exposure in kindergartens on children's blood lead level]
Pages: 272-4, 1999 Sep.
Accession Number: 11864489
Abstract: OBJECTIVE: To determine if kindergartens' environmental status can influence children's lead exposure. METHODS: Environmental specimens, such as floor dust, peeled-off paint chip, soil and drinking water, as well as children's hand dust and blood samples, were collected and measured for their lead levels in 19 kindergartens, to analyze the relationship between children's blood lead levels and their environmental lead exposure. RESULTS: Geometric means of lead concentrations in indoor floor dust, peeled-off paint chip, dust fallout, outdoor floor dust, soil and drinking water were 86.5 microg/m(2), 235.5 microg/g, 445.9 microg/g, 172.4 microg/m(2), 70.1 microg/g and 12.5 microg/L, respectively. Lead level on children's hands averaged 3.4 microg at both hands. Blood lead levels in children correlated positively with the lead concentrations of outdoor floor dust and their hand dust, with correlation coefficients of 0.5186 and 0.2206, respectively. Multiple regression analysis showed that hand dust lead level in children entered the regression model with a largest standardized partial regression coefficient of 0.3842 and a coefficient of determination of 0.673 for the full equation with F = 6.52 and P < 0.01. CONCLUSION: Status of environmental health in kindergartens plays an important role in children's lead exposure. It is necessary to offer health education for children and make them wash their hands often and overcome unhealthy behavior of sucking their fingers.
Notes: Chinese
Chung-Hua Yu Fang i Hsueh Tsa Chih [Chinese Journal of Preventive Medicine]. 33(5)
Journal Article


Reference Type: Journal Article
Record Number: 8
Author: Gonzalez, E. J.; Pham, P. G.; Ericson, J. E.; Baker, D. B.
Title: Tijuana childhood lead risk assessment revisited: validating a GIS model with environmental data
Pages: 559-65, 2002 Apr.
Accession Number: 12071505
Abstract: The objective of this research was to determine the spatial distributions of childhood lead poisoning and soil lead contamination in urban Tijuana. The Bocco-Sanchez model of point-source emissions was evaluated in terms of validity and reliability. We compared the model's predicted vulnerable populations with observed cases of childhood lead poisoning in Tijuana, identified fixed point sources in the field, and analyzed 76 soil samples from 14 sites. The soil lead results were compared to the blood lead analyses performed on Tijuana children whose blood lead levels were > or =10 microg/dL, who reported that they did not use lead-glazed ceramics for cooking or storing food (n = 63). Using GIS, predicted vs observed risk areas were assessed by examining spatial patterns, including the distribution of cases per designated risk area. Chi-square analysis of expected vs observed values did not differ significantly at the p = 0.02 level, showing that the model was strikingly accurate in predicting the distribution of subjects with elevated blood lead. Results reveal that while point sources are significant, other sources of lead exposure are also important. The relative public health risk from exposure to lead in an urban setting may be assessed by distinguishing among sources of exposure and associating concentrations to blood lead levels. The results represent an iterative approach in environmental health research by linking environmental and human biomarker lead concentrations and using these results to validate an environmental model of risk to lead exposure.
Notes: Environmental Management. 29(4)
Journal Article
Validation Studies


Title: Sources of lead in soil and dust and the use of dust fallout as a sampling medium
Author:B. L. Gulson, J. J. Davis, K. J. Mizon, M. J. Korsch and J. Bawden-Smith
Abstract: Pilot investigations using stable lead isotope and scanning electron microscopic analyses have been undertaken in different environments ranging from mining and smelting to urban in order to better understand the source of, and relationships between, soil and house dust. House dust is characterised by vacuum cleaner dust and/or surface wipes and compared with long-term dust (dust fall) accumulations over a > 3-month interval or with airborne particulates. Finer grain sizes of soils have lead concentrations from 2 to 9 times those measured in the bulk fractions. In Broken Hill isotopic ratios show that the major source of lead in soils is from the orebody, with rare examples containing lead from paint sources. In inner Sydney, soil lead values vary from 37 to 2660 ppm Pb in bulk samples and up to 3130 ppm in the finer fractions. The lead may be from diverse sources such as gasoline or paint. Finer fractions of vacuum cleaner dust from both Broken Hill and Sydney may contain up to three times the amount of lead measured in the bulk samples. In Broken Hill, the percentages by weight of total lead in the −250-μm fraction range from 11 to 51%. Bulk vacuum cleaner dusts from Broken Hill contain up to 4490 ppm Pb. Bulk vacuum cleaner dusts from inner Sydney contain up to 2950 ppm Pb. Isotopic variations in fractions of vacuum cleaner dust containing > 1000 ppm Pb from inner Sydney indicate that the lead in dust has come from different sources and such differences lessen the usefulness of analyses of bulk vacuum cleaner dust. Our results reinforce the importance of analysing the finer fraction of soil and house dust, especially those in the −150-μm (or even −100-μm) fraction for soils and the −100-μm fraction for vacuum cleaner dust. Dust-fall accumulations have many advantages over more conventional methods for estimating lead in house dust, such as vacuum cleaner dust or surface wipes. These advantages include: low cost; no power source required; can be set up by a technician; minimal inconvenience to householder (i.e., no power required, no noise, out of the way, a few minutes to set up and collect); integrates lead flux over a specific period; usually unbiased (in contrast to vacuuming or wipes where the householder may clean prior to a sampling visit); easy to ‘control’ by placement of other dishes in the same house. For Broken Hill, a strong correlation (r = 0.95) was obtained between the isotopic composition of lead in blood and dust-fall accumulation.
Abstract: Science of The Total Environment Volume 166, Issues 1-3 , 21 April 1995, Pages 245-262


Author:Harris AR, Davidson CI.2005. The role of resuspended soil in lead flows in the California South Coast Air Basin. Environ Sci Technol. 2005 Oct 1;39(19):7410-5.
Abstract: The inputs and outputs of airborne lead in the South Coast Air Basin of California (SOCAB) are quantified according to standard mass balance calculations. Results for 2001 show that approximately 49,000 kg of lead exitthe Basin each year, but traditional sources contribute only about 6500 kg of lead each year. We resolve this discrepancy through a simple computer model that quantifies the resuspension of lead-containing particles. Our results suggest that these lead particles were deposited during the years of leaded gasoline use and that resuspension is responsible for generating an additional 54,000 kg of airborne lead each year. This agrees roughly with estimated outputs. Thus, we conclude that resuspension, although an insignificant source of airborne lead during the era of leaded fuel, became a principal source in the SOCAB as lead emissions from vehicles declined. The results of the resuspension model further suggest that soil lead levels will remain elevated for many decades, in which case resuspension will remain a major source well into the future.


Reference Type: Journal Article
Record Number: 64
Author: Hertzman, C.; Ward, H.; Ames, N.; Kelly, S.; Yates, C.
Title: Childhood lead exposure in Trail revisited
Pages: 385-91, 1991 Nov-Dec.
Accession Number: 1790501
Abstract: We sought to identify modifiable determinants of elevated blood lead levels in preschool children; to compare the current situation with past information; to determine historical trends in environmental lead contamination in Trail; and to find a basis for identifying appropriate precautions and protection against future lead exposure. In Phase 1, blood samples were drawn from all children aged 2 to 5. In Phase 2, children in the highest and lowest quartile of blood leads were surveyed by questionnaire. Environmental samples of drinking water, paint, housedust, soil and vegetables were taken from their residences, and soil samples were collected from nearby parks. The average blood lead level was 13.8 micrograms/dl, range 4 to 30 micrograms/dl. This is approximately 40% lower than in 1975, when a previous survey was done, but is high compared to other places in Canada. The study of environmental determinants of lead revealed that soil lead levels and, secondarily, housedust lead levels are the principal determinants of high blood lead. Children with high blood leads also tended to concentrate in neighbourhoods near the lead-zinc smelter.
Notes: Canadian Journal of Public Health. Revue Canadienne de Sante Publique. 82(6)
Journal Article


b>Reference Type: Journal Article
Author: Janneke Hogervorst, Michelle Plusquin, Jaco Vangronsveld, Tim Nawrot, Ann Cuypers, Etienne Van Heck, Harry A. Roels, Robert Carleer and Jan A. StaessenBR> Title:House dust as possible route of environmental exposure to cadmium and lead in the adult general population
Abstract: Contaminated soil particles and food are established routes of exposure. We investigated the relations between biomarkers of exposure to cadmium and lead, and the metal loading rates in house dust in the adult residents of an area with a soil cadmium concentration of 3 mg/kg (n=268) and a reference area (n=205). We determined the metal concentrations in house dust allowed to settle for 3 months in Petri dishes placed in the participants’ bedrooms. The continuously distributed vegetable index was the first principal component derived from the metal concentrations in six different vegetables. The biomarkers of exposure (blood cadmium 9.2 vs. 6.2 nmol/L; 24-h urinary cadmium 10.5 vs. 7.0 nmol; blood lead 0.31 vs. 0.24 μmol/L), the loading rates of cadmium and lead in house dust (0.29 vs. 0.12 and 7.52 vs. 3.62 ng/cm2/92 days), and the vegetable indexes (0.31 vs. −0.44 and 0.13 vs. −0.29 standardized units) were significantly higher in the contaminated area. A two-fold increase in the metal loading rate in house dust was associated with increases (P<0.001) in blood cadmium (+2.3%), 24-h urinary cadmium (+3.0%), and blood lead (+2.0%), independent of the vegetable index and other covariates. The estimated effect sizes on the biomarkers of internal exposure were three times greater for house dust than vegetables. In conclusion, in the adult population, house dust is potentially an important route of exposure to heavy metals in areas with contaminated soils, and should be incorporated in the assessment of health risks.
Notes: Environ Res. 2006 Jul 12


Title:Mass transfer of soil indoors by track-in on footwear
Author: Andrew Hunt,David L. Johnsonb and Daniel A. Griffith
Abstract:nadvertent soil ingestion, especially by young children, can be an important route of exposure for many environmental contaminants. The introduction of exterior soil into the interior environment is a significant element of the exposure pathway. The unintentional collection of outside soil on footwear followed by subsequent deposition indoors is a principal route of soil ingress. Here we have investigated likely rates of dry and wet soil deposition on indoor hard surface flooring as a result of mass transfer from soiled footwear. In this pilot study, testing involved both single track-in events (with deposition resulting from a single progression of transfer steps) and multiple tracking actions (with deposition and dispersion resulting from repeated transfer steps). Based on soil mass recovery from the floor surface it was found that any contamination introduced by one-time track-in events was of limited spatial extent. In contrast, under repeated tracking conditions, with multiple soil incursions, widespread floor surface contamination was possible. Soil mass recovery was accomplished by brushing, by vacuum cleaner removal and by wet wiping. All the clean-up methods operated imperfectly and failed to remove all initially deposited soil. The level of floor surface soiling that resulted from the track-in tests, and the incomplete clean-up strongly suggest that under unrestricted transfer conditions rapid accumulation and dispersal of soil on indoor flooring is likely.
Notes: Science of the Total Environment. doi:10.1016/j.scitotenv.2006.07.013


Reference Type: Journal Article
Record Number: 16
Author: Hynes, H. P.; Maxfield, R.; Carroll, P.; Hillger, R.
Title: Dorchester Lead-Safe Yard project: a pilot program to demonstrate low-cost, on-site techniques to reduce exposure to lead-contaminated soil
Pages: 199-211, 2001 Mar.
Accession Number: 11368198
Abstract: Despite a general reduction in blood lead levels in children after lead was banned in gasoline and paint, lead poisoning remains an important health problem in many older urban areas. One factor that increases risk in these places is the high levels of lead in certain residential areas. A major intervention study found that reducing lead levels in urban soils results in a reduction in exposed children's blood lead levels. Removing lead from inner-city soils or reducing exposures to lead-contaminated soils typically is expensive, technologically challenging, or beyond the ability of low-income households to undertake. This project, in conjunction with residents and community-based institutions, developed a series of in situ, low-cost, low-technology measures that worked to reduce the exposure to lead-contaminated soils in one Boston, Massachusetts, neighborhood. The project demonstrated several important results. Government, universities, residents, and community based organizations can work together effectively to reduce exposures to lead in soil. Lead-contaminated soil can be mitigated at a fraction of the cost of conventional methods in ways that increase the ability of residents, community health centers, and others to have a positive impact on their neighborhoods. A lead-safe yard program can be replicated and institutionalized by municipal home de-leading programs and other community organizations.
Notes: Journal of Urban Health. 78(1)
Journal Article



Reference Type: Journal Article
Record Number: 48
Author: Jacobsen, P.
Title: [Exposure of children to lead from contaminated soil]
Pages: 1499-502, 1996 Mar 11.
Accession Number: 8644394
Abstract: To assess lead exposure in infants from contaminated soil a review of epidemiological studies was performed. Seventeen studies fulfilled criteria of individual exposure measures and a relevant confounder control. In 10 of these a clear association between blood lead and lead in soil was demonstrated after control of confounders. With some reservations three additional studies indicated an effect. No effect on blood lead from soil exposure was found in four studies. Quantitative estimates of the contributions to blood lead from soil varied within a wide range. In the best designed study-a controlled intervention against contaminated soil-blood lead values declined a little more than 1 microgram/100 ml per 1000 ppm. reduction of soil lead concentration. Oral exposure, probably by mouthing behaviour, was indicated by modification of the association between blood and soil lead from time spent outdoors, area with uncovered soil, age and mouthing behaviour in several studies. The conclusions from the review were that children's mouthing behaviour on lead contaminated soil may affect blood lead, but the contribution to overall lead exposure seems to be relatively small. Considering the limited margin of safety for lead exposure an intervention regimen for contaminated areas where infants have direct and continued contact with soil is suggested. Intervention in other places is unlikely to significantly reduce the lead burden of children. Simultaneously with intervention a programme for the evaluation of its effect is proposed. [References: 22]
Notes: Review
Ugeskrift for Laeger. 158(11)
Journal Article
Review, Tutorial


Reference Type: Journal Article
Record Number: 38
Author: Jin, A.; Teschke, K.; Copes, R.
Title: The relationship of lead in soil to lead in blood and implications for standard setting
Pages: 23-40, 1997 Dec 3.
Accession Number: 9496646
Abstract: As part of a soil lead regulation process, this review was conducted to determine the association between lead in soil and established human health effects of lead or validated biomarkers of lead exposure. We reviewed only studies where soil exposure could be distinguished from other sources of lead and whose design could reasonably be used to infer a causal relationship between soil lead and either biomarkers or health effects. No such studies of health effects were found. Studies describing a quantitative relationship between soil lead and blood lead did meet our criteria: 22 cross-sectional studies in areas with polluted soil; and three prospective studies of soil lead pollution abatement trials. The cross-sectional studies indicated that, compared to children exposed to soil lead levels of 100 ppm, those exposed to levels of 1000 ppm had mean blood lead concentrations 1.10-1.86 times higher and those exposed to soil lead levels of 2000 ppm had blood lead concentrations 1.13-2.25 times higher. The prospective studies showed effects within the ranges predicted by the cross-sectional studies. Differences in results between studies were surprisingly modest and likely explainable by random sampling error, different explanatory variables included in data analyses and differences in methods of measuring lead in environmental specimens.
Notes: Science of the Total Environment. 208(1-2)
Journal Article
Meta-Analysis

Author:Johnson D, Bretsch J. 2002. Soil lead and children's BLL Levels in Syracuse, NY, USA. Environ Geochem Health 24(4):375-385.
Abstract: A geo-referenced data set of 12 228 first-time blood lead screening values for Syracuse, NY, children was established for the 4-year period 1992–1996. Soil lead values were measured in a 600 m by 600 m tessellation grid covering the city. The two data sets were merged for evaluation of relationships between them. Strong seasonal variation in blood lead levels suggests the importance of contaminated soils as an exposure source. When the data were aggregated at a large geographic scale (3 km2), a logarithmic model showed an R2 of > 0.65 for the regression of geometric mean blood lead on median soil lead values. Results showed a striking similarity to those obtained by Mielke et al. (1999) for a study in New Orleans, LA, USA.

Author:Kurkjian R, Flegal AR. 2003. Isotopic evidence of the persistent dominance of blood lead concentrations by previous gasoline lead emissions in Yerevan, Armenia. Environ Res 93(3):308-315.
Abstract:Recent (1999) blood lead (PbB) isotopic compositions (n=17) of males and females in Yerevan, Armenia, indicate that previous emissions of leaded gasoline still dominate the populace's PbB concentrations 2 years after the country's apparent de facto elimination of leaded gasoline in Armenia. The range of PbB isotopic compositions overlaps those of air and near-road surface soils in Yerevan, and the averages of those isotopic compositions in blood (208Pb/207Pb=2.442; 206Pb/207Pb=1.158) and near-road soils (208Pb/207Pb=2.442; 206Pb/207Pb=1.157) are indistinguishable. Using a proxy for historic leaded-gasoline emissions in Armenia, these analyses suggest that leaded gasoline was, is, and will continue to be via the resuspension of lead-bound soils contaminated by previous depositions from leaded-gasoline emissions, a relatively important source of industrial lead in both Yerevan's atmosphere and its populace. However, the level of lead contamination in the Armenian populace, based on the PbB geometric mean of 4.0 µg/dL (n=49) measured in this initial survey, appears to be much lower than recently proposed by the Armenian Ministry of Nature Protection.


Reference Type: Journal Article
Record Number: 89
Author: Laidlaw, M. A.; Mielke, H. W.; Filippelli, G. M.; Johnson, D. L.; Gonzales, C. R.
Title:Seasonality and children's blood lead levels: developing a predictive model using climatic variables and blood lead data from Indianapolis, Indiana, Syracuse, New York, and New Orleans, Louisiana (USA)
Pages: 793-800, 2005 Jun.
Accession Number: 15929906
Abstract: On a community basis, urban soil contains a potentially large reservoir of accumulated lead. This study was undertaken to explore the temporal relationship between pediatric blood lead (BPb), weather, soil moisture, and dust in Indianapolis, Indiana; Syracuse, New York; and New Orleans, Louisiana. The Indianapolis, Syracuse, and New Orleans pediatric BPb data were obtained from databases of 15,969, 14,467, and 2,295 screenings, respectively, collected between December 1999 and November 2002, January 1994 and March 1998, and January 1998 and May 2003, respectively. These average monthly child BPb levels were regressed against several independent variables: average monthly soil moisture, particulate matter < 10 microm in diameter (PM10), wind speed, and temperature. Of temporal variation in urban children's BPb, 87% in Indianapolis (R2 = 0.87, p = 0.0004), 61% in Syracuse (R2 = 0.61, p = 0.0012), and 59% in New Orleans (R2 = 0.59, p = 0.0000078) are explained by these variables. A conceptual model of urban Pb poisoning is suggested: When temperature is high and evapotranspiration maximized, soil moisture decreases and soil dust is deposited. Under these combined weather conditions, Pb-enriched PM10 dust disperses in the urban environment and causes elevated Pb dust loading. Thus, seasonal variation of children's Pb exposure is probably caused by inhalation and ingestion of Pb brought about by the effect of weather on soils and the resulting fluctuation in Pb loading.
Notes: Environmental Health Perspectives. 113(6)

Link to Paper



Author: Laidlaw, M. A. S. ; Filippelli, G. M.
Title:Reducing The Lead-Load For Urban Youth: The Role Of Atmospheric Soil Re-suspension as a Significant Public Health Threat In The United States
Abstract: Children's lead poisoning in urban areas in the United States follows a seasonal pattern with a peak in the summer months. We recently found that that weather and soil moisture variables robustly predicted seasonal changes in children's blood lead levels in a number of US cities. We concluded that the weather and soil moisture variables were a proxy of seasonal soil re-suspension and exposure of children to lead contaminated urban soils, with the potential to use site-specific weather and soil moisture determinations to better assess clinical blood Pb data. In order to test the hypothesis that atmospheric soil concentrations display a seasonal pattern, time series of atmospheric soil concentrations were obtained at eight IMPROVE locations across the United States. Results indicate that continental atmospheric soil concentrations exhibit strong seasonality and increase up to an order of magnitude between winter (minimum) and summer (maximum). In order to test the hypothesis that atmospheric soil seasonality is related to weather and soil moisture variables, atmospheric soil concentrations at the Bondville, Illinois IMPROVE site were regressed against the independent variables minimum relative humidity, field measured soil moisture, precipitation, temperature, wind speed, atmospheric pressure, while adjusting for the month of the year. The model time period was 37 months. Results indicate that eighty-three percent of the temporal variation of atmospheric soil concentrations (R2=0.83, p = <0.001, DW = 2.06), could be explained by these variables. Our empirical model indicates that when temperatures are high, relative humidity is low, and evapotranspiration maximized, soil moisture decreases, and soil dust is re-suspended into the atmosphere. Correlation of local atmospheric soil concentrations with local soil moisture and atmospheric data suggests that a significant proportion of the atmospheric soil is derived from local sources. The findings that weather and soil moisture variables predict atmospheric soil seasonality (this study) and children's blood lead levels (our previous work) support the hypothesis that seasonal re-suspension of local lead contaminated soils in urban environments is driving seasonal lead poisoning.
Notes:Geological Society of America Annual Meeting (Philadelphia; 22–25 October 2006.)


Author: Laidlaw, M. A. S. ; Filippelli, G. M.
Title:Resuspension of urban soils as a persistent source of lead poisoning in children: A review and new directions
Abstract: Urban soils act as the repository for a number of environmental burdens, including Pb. Significant attention has been devoted to reducing Pb burdens to children with outstanding success, but the fact that blood Pb levels above 10 μg/dL are disproportionately found in children living in many U.S.A. cities (15-20% in some cities compared to a national average of less than 2%) indicates that not all of the sources have been eliminated. Although the health risk of fine particulates has begun to raise concerns in cities, little attention has been paid to Pb associated with these particulates and the potential role of this pathway for continued Pb burdens of urban youth. This review summarizes recent work on particulate resuspension and the role of resuspension of Pb-enriched urban soils as a continued source of bioavailable Pb both outside and inside homes, then presents recent efforts to model Pb burdens to children based on the atmospheric parameters that drive particulate resuspension. A strong seasonal relationship is found between atmospheric particulate loading and blood Pb levels in children, and new particulate loading models are presented for a range of U.S. cities involved in the Interagency Monitoring of Protected Visual Environments (IMPROVE) program. These seasonal particulate loading models have implications for a number of respiratory health impacts, but can also be used to calculate seasonal patterns in bioavailable Pb redistribution onto contact surfaces (the primary pathway for ingestion-related uptake in toddlers) and assist clinicians in interpreting time-specific blood Pb tests.
Notes:Applied Geochemistry, 2008 (Accepted)

Link to Manuscript





Author: Lambert, Timothy W. and Lane,Stephanie. 2004.Lead, Arsenic, and Polycyclic Aromatic Hydrocarbons in Soil and House Dust in the Communities Surrounding the Sydney, Nova Scotia, Tar Ponds. Environmental Health Perspectives Volume 112, Number 1, January 2004
Abstract: This study evaluated lead, arsenic, and polycyclic aromatic hydrocarbon (PAH) contamination in the residential communities adjacent to the Sydney, Nova Scotia, tar ponds, the area considered Canada's worst contaminated site. The tar pond remediation policy has been limited to the site and some residential properties. We compared background concentrations in 91 soil samples taken 5-20 km from the coke oven site with those in soil samples from the three communities surrounding the tar ponds: Whitney Pier, Ashby, and North End. These surrounding communities were statistically different from background regarding arsenic, lead, and PAHs. Twenty percent of the background soil samples and 95% of the tar pond soil samples were above the Canadian health-risk-based soil guidelines for arsenic (12 ppm), and 5% of the background samples and 80% of the tar pond soil samples were above the Canadian guidelines for lead (140 ppm). Regarding dust lead and arsenic loading, the results provide no evidence that Whitney Pier is significantly different than Ashby and North End. Children in these communities are predicted to have a 1-15% chance of blood lead > 10 µg/dL. The results suggest that lead and arsenic found in the homes originate outside. The lead content of paint in the homes was not evaluated, but consideration of painted wood at the doorway did not confound the results of the study. The results indicate that the residential environment has been adversely affected by PAHs, lead, and arsenic and should be considered for remediation. Key words: arsenic, community, environmental justice, house dust, lead, PAHs, polycyclic aromatic hydrocarbons, soil, Sydney, tar ponds, tracking.



Reference Type: Journal Article
Record Number: 50
Author: Langlois, P.; Smith, L.; Fleming, S.; Gould, R.; Goel, V.; Gibson, B.
Title: Blood lead levels in Toronto children and abatement of lead-contaminated soil and house dust
Pages: 59-67, 1996 Jan-Feb.
Accession Number: 8629866
Abstract: South Riverdale in Toronto, Canada, underwent a lead-abatement program. In 1988, lead-contaminated soil was replaced at 970 properties, and in 1989, professional housecleaning for lead removal was conducted in 717 households. The effect of "abatement" on blood lead levels in young children was investigated. Data were analyzed from 12 cross-sectional blood-screening surveys that were conducted during an 8-y period in South Riverdale and in two comparison areas. Responses regarding behavioral, household, lifestyle, neighborhood, and environmental factors, all of which were gleaned from associated questionnaires, were also analyzed. Response rates varied between 32% and 75%. During the years between 1984 and 1992, blood lead decreased in all study areas. There appeared to be a minimal blood lead level of 2-3 micrograms/dl for urban Ontario children who were less than 6 y of age. The significant difference between South Riverdale and the control areas disappeared by 1992. Although abatement activity in South Riverdale was associated with an accelerated decline in blood lead levels, it was difficult to distinguish this from effects of decreased Toronto air lead levels or decreased smelter emissions. Within South Riverdale, abatement appeared to be associated with a slower decline in blood lead levels over time, likely the result of selection bias, soil mixing, or recontamination from the smelter. No difference was observed between the separate effects of housecleaning or soil replacement. The findings could neither strongly support nor refute beneficial effects of abatement.
Notes: Archives of Environmental Health. 51(1)
Journal Article



Reference Type: Journal Article
Record Number: 36
Author: Lanphear, B. P.; Burgoon, D. A.; Rust, S. W.; Eberly, S.; Galke, W.
Title: Environmental exposures to lead and urban children's blood lead levels
Pages: 120-30, 1998 Feb.
Accession Number: 9515067
Abstract: Lead-contaminated water, soil, and paint have been recognized as potential sources of children's lead exposure for decades, but their contributions to lead intake among urban children remain poorly defined. This analysis was undertaken to estimate the relationship of environmental lead exposures to lead intake among a random sample of urban children, adjusted for exposure to lead-contaminated house dust. Analyses of 183 urban children enrolled in a random sample, cross sectional study were conducted. Children's blood and multiple measures of household dust, water, soil, and paint were analyzed for lead, and interviews were conducted to ascertain risk factors for childhood lead exposure. Environmental sources of lead, including house-dust, soil lead, and water lead, were independently associated with children's blood lead levels. In contrast, paint lead levels did not have a significant effect on blood lead levels after adjusting for other environmental exposures. An increase in water lead concentration from background levels to 0.015 mg/L, the current EPA water lead standard, was associated with an increase of 13.7% in the percentage of children estimated to have a blood lead concentration exceeding 10 micrograms/dL; increasing soil lead concentration from background to 400 micrograms/g was estimated to produce an increase of 11.6% in the percentage of children estimated to have a blood lead level exceeding 10 micrograms/dL, and increasing dust lead loading from background to 200 micrograms/ft2 is estimated to produce an increase of 23.3% in the percentage of children estimated to have a blood lead level exceeding 10 micrograms/dL. These data support the promulgation of health-based standards for lead-contaminated dust and soil and the progressive lowering of standards for lead-contaminated water as the definition of undue lead exposure has been modified.
Notes: Environmental Research. 76(2)
Journal Article


Reference Type: Journal Article
Record Number: 33
Author: Lanphear, B. P.; Matte, T. D.; Rogers, J.; Clickner, R. P.; Dietz, B.; Bornschein, R. L.; Succop, P.; Mahaffey, K. R.; Dixon, S.; Galke, W.; Rabinowitz, M.; Farfel, M.; Rohde, C.; Schwartz, J.; Ashley, P.; Jacobs, D. E.
Title: The contribution of lead-contaminated house dust and residential soil to children's blood lead levels. A pooled analysis of 12 epidemiologic studies
Pages: 51-68, 1998 Oct.
Accession Number: 9756680
Abstract: In 1992, the U.S. Congress passed the Residential Lead-Based Paint Hazard Reduction Act, which requires the promulgation of health-based dust lead and soil lead standards for residential dwellings to prevent undue lead exposure in children. Unfortunately, the levels of lead in house dust and soil that are associated with elevated blood lead levels among U.S. children remain poorly defined. This pooled analysis was done to estimate the contributions of lead-contaminated house dust and soil to children's blood lead levels. The results of this pooled analysis, the most comprehensive existing epidemiologic analysis of childhood lead exposure, confirm that lead-contaminated house dust is the major source of lead exposure for children. These analyses further demonstrate that a strong relationship between interior dust lead loading and children's blood lead levels persists at dust lead levels considerably below the U.S. Department of Housing and Urban Development's current postabatement standards and the Environmental Protection Agency's guidance levels. Finally, these analyses demonstrate that a child's age, race, mouthing behaviors, and study-site specific factors influence the predicted blood lead level at a given level of exposure. These data can be used to estimate the potential health impact of alternative health-based lead standards for residential sources of lead exposure.
Notes: Environmental Research. 79(1)
Journal Article
Meta-Analysis


Reference Type: Journal Article
Record Number: 40
Author: Lanphear, B. P.; Roghmann, K. J.
Title: Pathways of lead exposure in urban children
Pages: 67-73, 1997.
Accession Number: 9339217
Abstract: A linear structural equation modeling procedure was used to explore the mechanisms and pathways for lead intake among urban children and the relative contribution of various lead sources to lead-contaminated house dust. Dust lead levels were significantly associated with children's blood lead levels, both indirectly and directly via hand lead. Both soil and paint lead contributed to dust lead levels, but paint contributed significantly more lead to house dust than soil (P < 0.001). Black race and income level both directly affected children's blood lead levels. Finally, time spent outdoors was associated with children putting soil or dirt in their mouths which was, in turn, associated with children's blood lead levels. These data indicate that mouthing behaviors are an important mechanism of exposure among urban children with low-level elevations in blood lead and that lead-based paint is a more important contributor of lead to house dust than is lead-contaminated soil.
Notes: Environmental Research. 74(1)
Journal Article



Reference Type: Journal Article
Record Number: 5
Author: Lanphear, B. P.; Succop, P.; Roda, S.; Henningsen, G.
Title: The effect of soil abatement on blood lead levels in children living near a former smelting and milling operation.[see comment]
Pages: 83-91, 2003 Mar-Apr.
Accession Number: 12690062
Abstract: OBJECTIVE: To evaluate the effect of soil abatement on children's blood lead concentrations and on environmental levels of lead and arsenic. METHODS: Two cross-sectional surveys were conducted. The first (1989) was of a random sample of 6- to 72-month-old children (n=112). The second (1998) included all 6- to 72-month-old children whose parents agreed to participate in the survey (n=215). From 1993 to 1996, soil abatement was conducted around homes with average soil lead concentration >500 parts per million (ppm). Venipuncture blood samples were taken, interviews were conducted, and samples of house dust, soil, water, and paint were tested for lead and arsenic, using identical protocols in both surveys. The expected decline in blood lead concentrations were calculated for children who lived in houses that were abated, compared with children who lived in houses that were not abated. RESULTS: Lead and arsenic in soil and interior dust in homes that underwent soil abatement declined significantly compared to unabated homes (p<.05). After adjustment for potential confounders, the blood lead concentration in children ages 6 to 72 months who lived in soil-abated housing declined 42.8% faster than children who lived in unabated housing (p=0.14). In children ages 6 to 36 months, the decline was 45.4% faster (p=0.03). The estimated reduction in blood lead for children ages 6 to 36 months was 3.5 micro g/dL for every 1,000 ppm reduction in soil lead concentration (95% confidence interval [CI]=2.4 micro g/dL, 4.6 micro g/dL). CONCLUSION: Soil abatement was associated with a significant decline in children's blood lead and indoor environmental levels of lead and arsenic.
Notes: Public Health Reports. 118(2)
Journal Article



Author: Bruce P. Lanphear, David A. Burgoon, Steven W. Rust, Shirley Eberly and Warren Galke
Title:Environmental Exposures to Lead and Urban Children's Blood Lead Levels
Abstract: Lead-contaminated water, soil, and paint have been recognized as potential sources of children's lead exposure for decades, but their contributions to lead intake among urban children remain poorly defined. This analysis was undertaken to estimate the relationship of environmental lead exposures to lead intake among a random sample of urban children, adjusted for exposure to lead-contaminated house dust. Analyses of 183 urban children enrolled in a random sample, cross sectional study were conducted. Children's blood and multiple measures of household dust, water, soil, and paint were analyzed for lead, and interviews were conducted to ascertain risk factors for childhood lead exposure. Environmental sources of lead, including house-dust, soil lead, and water lead, were independently associated with children's blood lead levels. In contrast, paint lead levels did not have a significant effect on blood lead levels after adjusting for other environmental exposures. An increase in water lead concentration from background levels to 0.015 mg/L, the current EPA water lead standard, was associated with an increase of 13.7% in the percentage of children estimated to have a blood lead concentration exceeding 10 μg/dL; increasing soil lead concentration from background to 400 μg/g was estimated to produce an increase of 11.6% in the percentage of children estimated to have a blood lead level exceeding 10 μg/dL, and increasing dust lead loading from background to 200 μg/ft2is estimated to produce an increase of 23.3% in the percentage of children estimated to have a blood lead level exceeding 10 μg/dL. These data support the promulgation of health-based standards for lead-contaminated dust and soil and the progressive lowering of standards for lead-contaminated water as the definition of undue lead exposure has been modified.
Notes: Environmental Research Volume 76, Issue 2 , February 1998, Pages 120-130


Reference Type: Journal Article
Record Number: 46
Author: Lanphear, B. P.; Weitzman, M.; Winter, N. L.; Eberly, S.; Yakir, B.; Tanner, M.; Emond, M.; Matte, T. D.
Title: Lead-contaminated house dust and urban children's blood lead levels
Pages: 1416-21, 1996 Oct.
Accession Number: 8876511
Abstract: OBJECTIVES: This study assessed the relationship between lead-contaminated house dust and urban children's blood lead levels. METHODS: A random-sample survey was used to identify and enroll 205 children, 12 to 31 months of age, who had resided in the same house since at least 6 months of age. Children's blood and household dust, water, soil, and paint were analyzed for lead, and interviews were conducted to ascertain risk factors for elevated blood lead (> or = 10 micrograms/dL). RESULTS: Children's mean blood lead level was 7.7 micrograms/dL. In addition to dust lead loading (micrograms of lead per square foot), independent predictors of children's blood lead were Black race, soil lead levels, ingestion of soil or dirt, lead content and condition of painted surfaces, and water lead levels. For dust lead standards of 5 micrograms/sq ft, 20 micrograms/sq ft, and 40 micrograms/sq ft on noncarpeted floors, the estimated percentages of children having blood lead levels at or above 10 micrograms/dL were 4%, 15%, and 20%, respectively, after adjusting for other significant covariates. CONCLUSIONS: Lead-contaminated house dust is a significant contributor to lead intake among urban children who have low-level elevations in blood lead. A substantial proportion of children may have blood lead levels of at least 10 micrograms/dL at dust lead levels considerably lower than current standards.
Notes: American Journal of Public Health. 86(10)
Journal Article


Reference Type: Journal Article
Record Number: 47
Author: Lanphear, B. P.; Winter, N. L.; Apetz, L.; Eberly, S.; Weitzman, M.
Title: A randomized trial of the effect of dust control on children's blood lead levels
Pages: 35-40, 1996 Jul.
Accession Number: 8668409
Abstract: OBJECTIVE. Dust control is recommended as one of the cornerstones of controlling childhood lead exposure; however, the effectiveness of dust control has not been demonstrated for children who have low to mild elevations in blood lead (ie, less than 25 micrograms/dL). The objective of this study was to determine whether dust control, as performed by families, had an effect on children's blood lead levels and dust lead levels in children's homes. DESIGN. Randomized, controlled trial. SETTING. Community-based trial in Rochester, NY. PARTICIPANTS. One hundred four children, 12 to 31 months of age at baseline. INTERVENTION. Families and children were randomized to one of two groups. Families of children in the intervention group received cleaning supplies, information about cleaning areas that are often contaminated with lead, and a cleaning demonstration. Families in the control group received only a brochure about lead poisoning prevention. OUTCOME MEASURES. Baseline measurements of lead in blood, house dust, soil, water, and paint were taken from both groups. Seven months after enrollment, a second blood lead assay was obtained, and lead levels in household dust were measured. The main outcome measures were change in blood lead levels and dust lead levels by treatment group. RESULTS. The median blood lead level of children enrolled in the study was 6.7 micrograms/dL (range, 1.7 to 30.6 micrograms/dL). There was no significant difference in the change of children's blood lead levels or dust lead levels by treatment group. The median change in blood lead levels among children in the intervention group was -0.05 micrograms/dL compared with -0.60 micrograms/dL among those in the control group. There also was no significant difference in the change of dust lead by group assignment, although there was a trend toward a significant difference in the percentage of change in dust lead levels on noncarpeted floors, which was greater among houses in the intervention group. CONCLUSIONS. These data suggest that an intervention that consists only of providing cleaning supplies and a brief description of dust control is not effective at reducing blood lead levels among urban children with low to mild elevations in blood lead levels at a 7-month follow-up.
Notes: Pediatrics. 98(1)
Clinical Trial
Journal Article
Randomized Controlled Trial


Reference Type: Journal Article
Record Number: 25
Author: Lewin, M. D.; Sarasua, S.; Jones, P. A.
Title: A multivariate linear regression model for predicting children's blood lead levels based on soil lead levels: A study at four superfund sites
Pages: 52-61, 1999 Jul.
Accession Number: 10361026
Abstract: For the purpose of examining the association between blood lead levels and household-specific soil lead levels, we used a multivariate linear regression model to find a slope factor relating soil lead levels to blood lead levels. We used previously collected data from the Agency for Toxic Substances and Disease Registry's (ATSDR's) multisite lead and cadmium study. The data included the blood lead measurements (0.5 to 40.2 microg/dL) of 1015 children aged 6-71 months, and corresponding household-specific environmental samples. The environmental samples included lead in soil (18.1-9980 mg/kg), house dust (5.2-71,000 mg/kg), interior paint (0-16.5 mg/cm2), and tap water (0.3-103 microg/L). After adjusting for income, education of the parents, presence of a smoker in the household, sex, and dust lead, and using a double log transformation, we found a slope factor of 0.1388 with a 95% confidence interval of 0.09-0.19 for the dose-response relationship between the natural log of the soil lead level and the natural log of the blood lead level. The predicted blood lead level corresponding to a soil lead level of 500 mg/kg was 5.99 microg/kg with a 95% prediction interval of 2. 08-17.29. Predicted values and their corresponding prediction intervals varied by covariate level. The model shows that increased soil lead level is associated with elevated blood leads in children, but that predictions based on this regression model are subject to high levels of uncertainty and variability. Copyright 1999 Academic Press.
Notes: Environmental Research. 81(1)
Journal Article


Reference Type: Journal Article
Record Number: 4
Author: Louekari, K.; Mroueh, U. M.; Maidell-Munster, L.; Valkonen, S.; Tuomi, T.; Savolainen, K.
Title: Reducing the risks of children living near the site of a former lead smeltery
Pages: 65-75, 2004 Feb 5.
Accession Number: 14967502
Abstract: The sources of lead exposure, soil, household dust, diet and ambient air near a former lead smeltery were studied. The blood lead level of small children was also determined. The aim of the study was to define, based primarily on blood lead measurements, whether children living in the contaminated area may be at risk. Within 500 m from the site of the smeltery, there were several areas where the Finnish limit value for soil Pb, i.e. 300 mg/kg, was exceeded. In the recently built areas, the surface soil has been replaced and soil remediation has taken place in schoolyards and the playgrounds of children's day-care centres. Lead content in household dust was clearly elevated in the contaminated areas. In approximately 20 years, after the smeltery was closed in 1984, the lead concentrations of the fruits and berries in local gardens have decreased to one-tenth. In some samples, the limit values are still exceeded. The lead concentration in ambient air is now 50 times lower than in the 1970s. The blood lead level of the children living in the area is slightly but statistically significantly higher than that of the children in the control areas. The critical blood lead level, i.e. 10 microg/100 ml, was not exceeded in any of the children examined. The average and maximum lead concentrations of 63 analysed blood samples were 2.2 and 5 microg/100 ml, respectively. In contrast, the average and maximum blood lead levels of school children in 1981 were 6.7 and 13.0 microg/100 ml, respectively. The risk reduction measures undertaken during the past 20 years are described.
Notes: Science of the Total Environment. 319(1-3)
Journal Article



Reference Type: Journal Article
Record Number: 43
Author: Maisonet, M.; Bove, F. J.; Kaye, W. E.
Title: A case-control study to determine risk factors for elevated blood lead levels in children, Idaho
Pages: 67-72, 1997 Jan-Feb.
Accession Number: 9098951
Abstract: OBJECTIVE: A pair-matched, case-control study was conducted to identify if risk factors or behaviors suspected to affect childhood blood lead levels, were more prevalent among children with elevated blood lead levels living in the vicinity of a defunct mining and smelting facility. METHODS: Study individuals were recruited from the 1992 Silver Valley blood lead screening participants. The cases were children with a blood lead level > 10 micrograms per deciliter (microgram/dL). The controls were children with a blood lead level < 10 micrograms/dL, who were matched to cases by age and sex. Data on risk factors were obtained through personal interviews. RESULTS: Of the variables examined, yard soil remediation showed the strongest association with changes in blood lead levels. This variable was found to be a protective factor for elevated blood lead levels in children (odds ratio, 0.28; confidence interval, 0.08-0.92). CONCLUSION: The results suggest that removal of lead contaminated soil from residential yards was effective in reducing blood lead levels in children.
Notes: Toxicology & Industrial Health. 13(1)
Journal Article



Reference Type: Journal Article
Record Number: 12
Author: Malcoe, L. H.; Lynch, R. A.; Keger, M. C.; Skaggs, V. J.
Title: Lead sources, behaviors, and socioeconomic factors in relation to blood lead of native american and white children: a community-based assessment of a former mining area
Pages: 221-31, 2002 Apr.
Accession Number: 11929732
Abstract: Lead poisoning prevention requires knowledge of lead sources and of appropriate residential lead standards. Data are severely lacking on lead sources for Native American children, many of whom live in rural areas. Further, the relation of mining waste to blood lead concentrations (BPbs) of rural children is controversial. In collaboration with the eight tribes of northeastern Oklahoma, we assessed lead sources and their effects on BPbs for rural Native American and White children living in a former mining region. Venous blood lead, residential environmental (soil, dust, paint, water), and caregiver interview (e.g., hand-to-mouth behaviors, socioeconomic conditions) data were obtained from a representative sample of 245 children 1-6 years of age. BPbs ranged from 1 to 24 microg/dL. There were no ethnic differences in BPbs (p= 0.48) nor any patterns of excess lead sources for Native American or White children. Multiple linear regression analyses indicated that mean soil lead, mean floor lead loading, mouthing behaviors, caregivers' education, and residence in former mining towns were all strongly associated with BPbs. Logistic regression results showed mean floor dust lead loading greater than or equal to 10.1 microg/ft(2) (odds ratio [OR], 11.4; 95% confidence interval [CI], 3.5-37.3), and yard soil lead >165.3 mg/kg (OR, 4.1; CI, 1.3-12.4) were independently associated with BPbs greater than or equal to 10 microg/dL. We also found strong interactions between soil lead and poverty (p= 0.005), and dust and soil sources (p= 0.02). Our findings indicate that soil and dust lead derived largely from mining waste pose a health hazard to Native American and White children, and that current residential dust lead standards are insufficient to adequately protect children. Moreover, our finding that poor children are especially vulnerable to lead exposures suggests that residential standards should consider interactions among socioeconomic conditions and lead sources if environmental justice is to be achieved.
Notes: Environmental Health Perspectives. 110 Suppl 2
Journal Article



Author:Howard W. Mielke,Eric T. Powell, Christopher R. Gonzales and Paul W. Mielke, Jr.
Title:Potential lead on play surfaces: Evaluation of the “PLOPS” sampler as a new tool for primary lead prevention
Abstract:This New Orleans study tested the “potential lead on play surfaces” (PLOPS) sampler, as a tool for measuring the potential lead (Pb) surface loading per area (e.g., μg/ft2) of the soil. The PLOPS is a cylindrical vinyl envelope filled with 1 kg (2.2 lbs) water. A wet wipe, the same type as used for floor wipes, is clipped to the bottom of the cylindrical vinyl envelope and placed on the soil and turned one quarter of a turn and back to obtain a sample. PLOPS samples paired with one conventional soil lead (SL) sample (amount of Pb per mass) up to 2.5 cm (1 in) deep were collected from 25 properties and 67–69 field sites before and after covering them with clean Mississippi River alluvial soil from the Bonnet Carré Spillway (BCS). Permutation methods were used to evaluate results. The correlation was 0.85 between Plops 1 and 2 and the agreement was 0.79 (P-values0.0000001, i.e., extreme). The averages of PLOPS duplicates were used to correlate PLOPS and SL. The simplest mathematical expressions are in the forms y=a+bxc and x=d+eyf, where x is PLOPS and y is SL. The results were:y=−7.42+0.408x0.97 and x=−43.74+24.85y0.69. The agreements were 0.61 and 0.62, respectively (P-value0.0000001). According to the relationship, when the PLOPS measure 40 μg/ft2, the predicted SL is 7.2 mg/kg. Also, when SL measures 400 mg/kg, 1508 μg/ft2 is predicted for PLOPS; therefore, SL concentration underestimates the potential for Pb exposure from the soil surface. The PLOPS tool provides a measurement that is comparable with interior floor wipes because it measures the amount of Pb per area a child is likely to encounter while at play on the soil surface.
Notes:Environmental research. doi:10.1016/j.envres.2006.08.007



Author: Howard W. Mielke,* Eric T. Powell, Christopher R. Gonzales, Paul W. Mielke Jr., Rolf Tore Ottesen, and Marianne Langedal
Title: New Orleans Soil Lead (Pb) Cleanup Using Mississippi River Alluvium: Need, Feasibility, and Cost
Pages: DOI - 10.1021/es0525253 S0013-936X(05)02525-3 BR> Abstract: In New Orleans, LA prior to hurricane Katrina 20-30% of inner-city children had elevated blood Pb levels 10 g/dL and 10 census tracts had a median surface soil level of Pb >1000 mg/kg (2.5 times the U.S. standard). This project tests the feasibility of transporting and grading contaminated properties (n = 25) with 15 cm (6 in.) of clean Mississippi River alluvium from the Bonnet Carré Spillway (BCS) (median soil Pb content 4.7 mg/kg; range 1.7-22.8). The initial median surface soil Pb was 1051 mg/kg (maximum 19 627). After 680 metric tons (750 tons) of clean soil cover was emplaced on 6424 m2 (69 153 ft2), the median surface soil Pb decreased to 6 mg/kg (range 3-18). Interior entrance wipe samples were collected at 10 homes before and after soil treatment and showed a decreasing trend of Pb (p value = 0.048) from a median of 52 g/ft2 to a median of 36 g/ft2 (25th and 75th percentiles are 22 and 142 g/ft2 and 12 and 61 g/ft2, respectively). Average direct costs for properties with homes were $3,377 ($1.95 per square foot), with a range of $1,910-7,020, vs $2,622 ($0.61 per square foot), with a range of $2,400-3,040 for vacant lots. Approximately 40% (86,000) of properties in New Orleans are in areas of >400 mg Pb/kg soil and estimated direct costs for treatment are between $225.5 and $290.4 million. Annual costs of Pb poisoning in New Orleans are estimated at ~$76 million in health, education, and societal harm. Urban accumulation of Pb is an international problem; for example, the new Government of Norway established a policy precedence for an isolated soil cleanup program at daycare centers, school playgrounds, and parks to protect children. New Orleans requires a community-wide soil cleanup program because of the extent and quantity of accumulated soil Pb. The post-Katrina benefits of reducing soil Pb are expected to outweigh the foreseeable costs of Pb poisoning to children returning to New Orleans. Notes: Environmental Science & Technology



Reference Type: Journal Article
Record Number: 41
Author: Mielke, H. W.; Dugas, D.; Mielke, P. W., Jr.; Smith, K. S.; Gonzales, C. R.
Title: Associations between soil lead and childhood blood lead in urban New Orleans and rural Lafourche Parish of Louisiana
Pages: 950-4, 1997 Sep.
Accession Number: 9300928
Abstract: This study evaluates associations between soil lead concentrations (SPb), age of housing, and blood lead levels (BPb) of children in metropolitan New Orleans and Lafourche Parish, Louisiana. The database includes over 2,600 SPb and 6,000 BPb samples paired by their median values and pre-1940 housing percentages for 172 census tracts. Associations were evaluated with Fisher's exact test and Spearman's rho test and modeled with the least sum of absolute deviations regression. Census tracts with low SPb are associated with new housing, but census tracts with high SPb are evenly split between old and new housing [Fisher's exact test, p = 8.60 X 10(-13) for the percentage of housing built before 1940 (percent pre-1940 housing) versus SPb]. The p-value for SPb versus BPb is 12 orders of magnitude stronger than the p-value for percent pre-1940 housing versus BPb. Census tracts with low BPb are associated with new housing, but census tracts with high BPb are split evenly between old and new housing (Fisher's exact test, p = 1. 67 X 10(-12) for percent pre-1940 housing versus BPb). Census tracts with high SPb are associated with high BPb and census tracts with low SPb are associated with low BPb (Fisher's exact test, p = 3.18 X 10(-24) for BPb versus SPb). The Spearman's rho test of the association of SPb and BPb in Orleans and Lafourche Parishes yielded a p-value of 6.12 X 10(-24). The least sum of absolute deviations regression model of the data is BPb = 1. 845 + 0.7215 (SPb)0.4. A comparison of the modeled BPb versus observed BPb has an r(2) of 0.552 and a p-value of 2.83 X 10(-23) that this relation was due to chance. If blood lead in children is more closely associated to soil lead than to the age of housing, then primary lead prevention should also include soil lead.
Notes: Environmental Health Perspectives. 105(9)
Journal Article


Reference Type: Journal Article
Record Number: 24
Author: Mielke, H. W.; Gonzales, C. R.; Smith, M. K.; Mielke, P. W.
Title: The urban environment and children's health: soils as an integrator of lead, zinc, and cadmium in New Orleans, louisiana, U.S.A
Pages: 117-29, 1999 Aug.
Accession Number: 10433843
Abstract: Soils are evaluated as a diagnostic tool of environmental conditions that influence health. The samples for this study are urban topsoil (0-2.5 cm depth) samples (n=4026) analyzed for Pb, Zn, and Cd by inductively coupled plasma-atomic emission spectrometry (ICP-AES). The parent materials for New Orleans soils are derived from the Mississippi River, and alluvium from the Bonnet Carre Spillway (n=31) serve as control samples for this study. The urban samples were stratified by census tract (n=286). Blood Pb (BL) levels of children </=6 years were also stratified by census tract and paired with soil Pb (SL) (n=175). A significant association (P=1.2x10(-23)) was found between median BL and median SL. The association was modeled by BL=3.06+0.33 (SL)(0.5) (correlation coefficient=0.69 between the modeled BL and the observed BL and P=3.5x10(-22)). A median SL threshold (>/=310 microgram g(-1) and <310 microgram g(-1)) for higher metal census tracts (HMCTs) and lower metal census tracts (LMCTs), respectively, represents median BL exposures above and below 9 microgram dL(-1). HMCTs and LMCTs were characterized by demographic and socioeconomic data. HMCTs are more likely (P=4. 5x10(-6)) inhabited by Blacks than by Whites. Of 13,803 children </=6 years in HMCTs, 75% are Black and 22% are White, with other making up the remaining 3%. In LMCTs, the Black to White children ratio is 50:50. In HMCTs, socioeconomic indicators for Blacks are depressed compared to Whites. Zn and Cd are potentially phytotoxic in HMCTs. Children exhibit a steep rise in BL at SL <100 microgram g(-1), and empirically, a safe SL for most children is around 80 microgram++ g(-1). SL is a useful diagnostic tool, and curtailing SL may complement primary Pb prevention for children. Copyright 1999 Academic Press.
Notes: Environmental Research. 81(2)
Journal Article


Reference Type: Journal Article
Record Number: 35
Author: Mielke, H. W.; Reagan, P. L.
Title: Soil is an important pathway of human lead exposure
Pages: 217-29, 1998 Feb.
Accession Number: 9539015
Abstract: This review shows the equal or greater importance of leaded gasoline-contaminated dust compared to lead-based paint to the child lead problem, and that soil lead, resulting from leaded gasoline and pulverized lead-based paint, is at least or more important than lead-based paint (intact and not pulverized) as a pathway of human lead exposure. Because lead-based paint is a high-dose source, the biologically relevant dosage is similar to lead in soil. Both lead-based paint and soil lead are associated with severe lead poisoning. Leaded gasoline and lead in food, but not lead-based paint, are strongly associated with population blood lead levels in both young children and adults. Soil lead and house dust, but not lead-based paint, are associated with population blood lead levels in children. Most soil lead and house dust are associated with leaded gasoline. Lead-based paint dust is associated with cases of renovation of either exterior or interior environments in which the paint was pulverized. Based upon the limited data to date, abatement of soil lead is more effective than abatement of lead-based paint in reducing blood lead levels of young children. About equal numbers of children under 7 years of age are exposed to soil lead and lead-based paint. Seasonality studies point to soil lead as the main source of population blood lead levels. Soil lead is a greater risk factor than lead-based paint to children engaged in hand-to-mouth and pica behavior. In summary, soil lead is important for addressing the population of children at risk of lead poisoning. When soil lead is acknowledged by regulators and the public health community as an important pathway of human lead exposure, then more effective opportunities for improving primary lead prevention can become a reality. [References: 92]
Notes: Review
Environmental Health Perspectives. 106 Suppl 1
Journal Article
Review, Tutorial


Reference Type: Journal Article
Record Number: 34
Author: Murgueytio, A. M.; Evans, R. G.; Roberts, D.
Title: Relationship between soil and dust lead in a lead mining area and blood lead levels
Pages: 173-86, 1998 Apr-Jun.
Accession Number: 9577749
Abstract: The relationship between lead mining waste and childhood lead poisoning is poorly understood. This study evaluates the contribution of soil lead to blood lead levels. METHODS: 125 children between 6 and 71 months of age living in a lead mining area of southwestern Missouri were evaluated for blood lead and their homes tested for lead in soil, dust, and paint. These results were compared to 26 control children. RESULTS: Homes in the lead mining area had significantly increased soil and dust lead levels and significantly higher blood lead levels. The primary source of dust lead was soil lead. There was a strong relationship between blood lead levels and dust, soil, and paint lead. CONCLUSION: Soil lead related to mining operations plays a significant role in contributing to blood lead levels in children.
Notes: Journal of Exposure Analysis and Environmental Epidemiology. 8(2)
Journal Article



Reference Type: Journal Article
Record Number: 1
Author: Nielsen, J. B.; Kristiansen, J.
Title: Remediation of soil from lead-contaminated kindergartens reduces the amount of lead adhering to children's hands
Pages: 282-8, 2005 May.
Accession Number: 15316573
Abstract: Risk related to contaminated soil is based on the oral intake of soil and dust among children. This exposure is a consequence of mouthing behaviour, which exposes children to whatever adheres to their hands or toys. This project compared hand exposure of children to lead following outdoor playground activities before and after an intervention. The intervention consisted of replacement of contaminated top soil from the most intensively used playground areas and coverage of bare soil with wood chips or grass. We included children from three kindergartens: one with very low levels of lead in soil and two kindergartens with an average lead concentrations in soil of 100-200 mg/kg. Measurements of lead in soil 5-7 weeks after interventions in two kindergartens verified that the interventions had effectively reduced the potential exposure to lead from the most intensively used areas of the playgrounds. The average lead concentration in soil after intervention was below 10 mg/kg. We found a good agreement between the average concentration of lead in soil and the amount of lead on the hands of the children. Thus, the exposure marker worked and had the advantage compared to a blood sample, that we could evaluate the effect of the interventions shortly after they were accomplished using a noninvasive method. The amount of lead on the hands measured in one of the two kindergartens after the remediation (0.73 microg) was not significantly different from the control kindergarten (0.58 microg). Children from the second kindergarten still had higher median exposures to lead (1.29 microg), but a large overlap existed with several children having lower amounts of lead on their hands than some children from the control kindergarten. Large variations in the amount of lead on hands were observed. Variations may reflect true differences in concentrations of lead in soil, but may also reflect different behavior and playing patterns. Our study demonstrated, that it was possible in a cost-effective way to reduce exposure significantly and to verify the effect with a sensitive, noninvasive method shortly after the interventions had been implemented..
Notes: Journal of Exposure Analysis and Environmental Epidemiology. 15(3)
Evaluation Studies
Journal Article



Reference Type: Journal Article
Record Number: 70
Author: O'Heany, J.; Kusiak, R.; Duncan, C. E.; Smith, J. F.; Smith, L. F.; Spielberg, L.
Title: Blood lead and associated risk factors in Ontario children
Pages: 477-83, 1988 Jun 1.
Accession Number: 3406713
Abstract: The purpose of this study was to determine blood levels in Ontario children and to identify those risk factors associated with higher blood lead levels. A random sample of 1315 children aged 7 and younger from urban, suburban and rural Ontario was selected. Blood lead concentration was determined in finger prick blood samples by graphite furnace atomic absorption spectrophotometry. Measurements of lead in air, tap water, soil, and gasoline were also established. Traffic pattern were determined in each area. A questionnaire was administered to a random sample of 800 families of the children tested to assess the presence of other risk factors. Urban children had higher geometric mean blood lead levels (12.02, S.D. = 4.4 micrograms/dl) than suburban children (9.95, S.D. = 3.5 micrograms/dl), and they, in turn, had higher blood lead levels than rural children (8.91, S.D. = 3.9 micrograms/dl). Each of these differences is statistically significant (p less than 0.001). Fifty four (4.3%) of all children were at or above the alert level of 20 micrograms/dl. The proportion above the alert level did not differ significantly between urban, suburban and rural children. Blood lead levels were slightly higher for males than females and for pre-schoolers aged 3 and 4, compared to school age children aged 5 and 6. The blood lead levels of these children were significantly lower than that of children surveyed near a point source of industrial emissions. Multivariate statistical modelling resulted in a set of characteristics which best explained the differences in children's blood lead levels.(ABSTRACT TRUNCATED AT 250 WORDS)
Notes: Science of the Total Environment. 71(3)
Journal Article


<

Reference Type: Journal Article
Record Number: 31
Author: Pounds, J. G.; Leggett, R. W.
Title: The ICRP age-specific biokinetic model for lead: validations, empirical comparisons, and explorations
Pages: 1505-11, 1998 Dec.
Accession Number: 9860909
Abstract: The objective of this manuscript is to provide a description of the International Commission for Radiation Protection (ICRP) model and a comparison to other models (the integrated exposure uptake biokinetic [IEUBK] and O'Flaherty models), including the software used with the models, and a comparison of the model predictions for selected situations. The ICRP biokinetic model for Pb is a multicompartmental model for Pb uptake and disposition in children and in adults. The model describes deposition and retention of absorbed Pb in numerous tissues, removal from tissues to plasma, and movement along various routes of excretion. Long-term skeletal behavior of Pb is described in terms of age-specific rates of restructuring of compact and trabecular bone. The ICRP model is more flexible and has wider applicability than the IEUBK model.