1. Introduction
Since the 1950s, a number of commercial products containing pesticides have been used to kill insects and weeds in residential and agricultural settings in the United States (U.S.). Some of the major classes of insecticides that have been applied to control insects in these settings include the organochlorine (OC), organophosphorus (OP), and pyrethroid (PY) insecticides. For the OC insecticides (
i.e., aldrin, chlordane, DDT, dieldrin, endrin, heptachlor, and lindane), the U.S. Environmental Protection Agency (U.S. EPA) has phased-out almost all uses since the late-1980s because they are persistent and bioaccumulative in the body [
1,
2,
3,
4,
5,
6]. The OP insecticides, particularly chlorpyrifos and diazinon, are still commonly applied on agricultural crops. However, the U.S. EPA phased-out almost all residential and other similar uses of chlorpyrifos and diazinon at the end of 2001 and 2004, respectively, to reduce children’s exposures and potential health risks [
7,
8]. The PY insecticides (e.g., permethrin and cyfluthrin) have replaced many of the residential uses of the OP insecticides, and they are also extensively applied on agricultural fields [
9]. Lastly, one of the major classes of herbicides widely used to kill unwanted weeds on lawns, pastures, and croplands have been the acid (AC) herbicides, and frequently applied ones today include dicamba and 2,4-D [
10,
11,
12,
13].
Only a few published studies have reported concurrent levels of the OC, OP, and PY insecticides and the AC herbicides in several media at children’s homes and daycare centers in the U.S. [
14,
15]. Wilson
et al. [
14] reported measureable concentrations of aldrin,
α-chlordane,
γ-chlordane,
p,p’-DDT, dieldrin, endrin, heptachlor, lindane, chlorpyrifos, diazinon, and 2,4-D in multimedia samples collected at 10 child daycare centers in North Carolina (NC) in the spring 1997. In a proceeding study, Wilson
et al. [
15] also showed measureable levels of these same 11 pesticides in multimedia samples collected at the homes and daycare centers of nine preschool children in NC in the summer of 1997. In the Wilson
et al. [
15] study, the children’s estimated median potential aggregate intake doses to these pesticides ranged from 0.15 ng/kg/day (endrin) to 87.6 ng/kg/day (2,4-D). This research suggests that young children are likely being exposed to several pesticides, including past-use ones, on a daily basis in their everyday environments.
In 1999, the U.S. EPA designed the Children’s Total Exposure to Persistent Pesticides and Other Persistent Organic Pollutants (CTEPP) study in part to fill critical data gaps on young children’s exposures to pesticides in direct response to the Food Quality Protection Act (FQPA) of 1996 [
16,
17]. The FQPA of 1996 specifically mandated that the US EPA consider the aggregate exposures and cumulative health risks of infants and children before setting pesticide tolerances in food [
16]. The CTEPP study was built upon the data and information obtained in the earlier pilot studies conducted by Wilson
et al. [
14,
15]. The CTEPP study is the first large-scale study in the U.S. to quantitatively assess preschool children’s exposures to a number of pesticides, including past-use one, from several sources and routes of exposure [
17]. It investigated the exposures of 256 preschool children (ages 20–67 months) to over 40 chemicals, including pesticides, commonly found at their homes and daycare centers in North Carolina (NC, U.S.) and Ohio (OH, U.S.).
In previous publications [
18,
19,
20,
21], we examined separately the CTEPP children’s potential exposures and potential intake doses to four current-use pesticides (
i.e., chlorpyrifos, diazinon (
OH,
only), 2,4-D, and/or permethrin (
OH,
only)) in media at their homes and/or daycare centers in NC and OH. In this present work, we conducted a further analysis of the study data that investigated the CTEPP children’s concurrent exposures to nine past-use pesticides (aldrin,
α-chlordane,
γ-chlordane,
p,p’-DDT, dieldrin, endrin, heptachlor, lindane, 2,4,5-trichlorophenoxyacetic acid (2,4,5-T)) and seven current-use pesticides (chlorpyrifos, diazinon, cyfluthrin,
cis-permethrin,
trans-permethrin, dicamba, and 2,4-D) in media at their homes and daycare centers in NC. For this analysis, we examined the demographic data, questionnaire data, environmental measurement data, and personal measurement data for the subset of 129 children that participated in the NC component of the study. The objectives were to quantify the distributions of 16 different pesticides in several environmental and personal media for a subset of CTEPP children at their homes and daycares in NC, to estimate the children’s potential exposures and potential intake doses to the pesticides by the dietary, nondietary, and inhalation routes of exposure, and to identify the major sources and exposure routes.
3. Results
3.1. Demographic and Pesticide-use Data
In this NC cohort of CTEPP preschool children, there were a total of 58 males and 71 females. The children’s median age was 47 months, and their ages ranged between 20 months and 66 months. The racial background of the children was reported as white (55%), black (37%), Hispanic (4%), other (3%), and unknown (1%). The majority of the children (61%) lived in homes with a total household income of less than $50,000 per year. The children’s median body weight was 16.7 kg, and ranged from 10.4 to 44.1 kg.
In the questionnaires, 74% and 38% of the 129 homeowners reported applying products containing insecticides and herbicides, respectively, since residing (≥1 year) at their residences. Of these homeowners, 90% had used products that contained insecticides and 88% had used products that contained herbicides within a year of field sampling at their homes. For the 13 daycares, 62% and 31% had applied products with insecticides and herbicides, respectively, in the past at their facilities (≥1 year). Of these daycares, 88% had used products with insecticides and 100% had used products with herbicides within a year of the field sampling.
3.3. Estimated Potential Exposures and Potential Intake Doses to Pesticides by Route
The children’s estimated median potential exposures (ng/day) and potential intake doses (ng/kg/day) to the eight frequently detected pesticides through the dietary ingestion, nondietary ingestion, and inhalation routes are presented in
Table 7. Also for comparison in
Table 7, we have provided the established oral reference doses (RfD’s) and/or inhalation reference concentrations (RfC’s) for these pesticides that are available in the US EPA’s Integrated Risk Management System (IRIS) [
25]. The estimated median potential intake doses of the children through the dietary ingestion route were the highest for the combined isomers of permethrin at 4.84 ng/kg/day and for 2,4-D also at 4.84 ng/kg/day. For the nondietary ingestion route, the children had the highest median potential intake dose of 2.39 ng/kg/day to the combined isomers of permethrin which was at least an order of magnitude higher than for the next highest pesticide, chlorpyrifos (0.156 ng/kg/day). In contrast, the children’s estimated median potential intake dose through the inhalation route was the most to heptachlor at 1.71 ng/kg/day, followed by chlorpyrifos at 1.42 ng/kg/day.
Table 5.
Concentrations of pesticides in personal exposure samples collected from 129 children at their homes in North Carolina.
Table 5.
Concentrations of pesticides in personal exposure samples collected from 129 children at their homes in North Carolina.
Pesticide | Hand Wipe (ng/cm2) | Solid Food (ng/g) | Liquid Food (ng/mL) |
---|
% | 50th | 95th | Range | % | 50th | 95th | Range | % | 50th | 95th | Range |
---|
Organochlorine Insecticides |
Aldrin | 1 | < a | < | <−0.02 | 2 | < | < | <−0.47 | 0 | ---- | ---- | ---- |
α-Chlordane | 51 | 0.004 | 0.06 | <−0.16 | 17 | < | 0.15 | <−0.47 | 5 | < | < | <−0.04 |
γ-Chlordane | 54 | 0.01 | 0.09 | <−0.17 | 19 | < | 0.22 | <−0.47 | 0 | ---- | ---- | ---- |
p,p’-DDT | 8 | < | 0.07 | <−0.74 | 4 | < | < | <−2.52 | 2 | < | < | <−0.10 |
Dieldrin | 4 | < | < | <−0.21 | 2 | < | < | <−1.58 | 0 | ---- | ---- | ---- |
Endrin | 3 | < | < | <−0.12 | 1 | < | < | <−0.47 | 0 | ---- | ---- | ---- |
Heptachlor | 22 | < | 0.04 | <−0.15 | 14 | < | 0.73 | <−1.53 | 0 | ---- | ---- | ---- |
Lindane | 2 | < | < | <−0.01 | 8 | < | 0.84 | <−12.4 | 2 | < | < | <−0.20 |
Organophosphorus Insecticides |
Chlorpyrifos b | 80 | 0.02 | 0.28 | <−0.74 | 65 | 0.19 | 2.09 | <−19.7 | 10 | < | 0.06 | <−1.71 |
Diazinon | 46 | < | 0.08 | <−1.55 | 22 | < | 0.41 | <−6.73 | 1 | < | < | <−0.21 |
Pyrethroids Insecticides |
Cyfluthrin | 32 | < | 0.44 | <−0.95 | 6 | < | 0.90 | <−4.65 | 0 | ---- | ---- | ---- |
cis-Permethrin | 87 | 0.06 | 1.46 | <−64.0 | 46 | < | 15.6 | <−80.7 | 18 | < | 0.33 | <−1.02 |
trans-Permethrin | 87 | 0.05 | 1.27 | <−66.7 | 46 | < | 8.7 | <−70.4 | 17 | < | 0.16 | <−0.84 |
Acid Herbicides |
Dicamba | 0 | ---- | ---- | ---- | 16 | < | 0.88 | <−1.67 | 0 | ---- | ---- | ---- |
2,4-D c | 9 | < | 0.02 | <−0.04 | 56 | 0.35 | 2.12 | <−4.36 | 2 | < | < | <−0.60 |
2,4,5-T | 0 | ---- | ---- | ---- | 2 | < | < | <−1.47 | 0 | ---- | ---- | ---- |
Table 6.
Concentrations of pesticides in personal exposure samples collected from 63 children at their daycare centers in North Carolina.
Table 6.
Concentrations of pesticides in personal exposure samples collected from 63 children at their daycare centers in North Carolina.
Pesticide | Hand Wipe (ng/cm2) | Solid Food (ng/g) | Liquid Food (ng/mL) |
---|
% | 50th | 95th | Range | % | 50th | 95th | Range | % | 50th | 95th | Range |
---|
Organochlorine Insecticides |
Aldrin | 3 | < a | < | <−0.17 | 4 | < | < | <−0.17 | 0 | ---- | ---- | ---- |
α-Chlordane | 65 | 0.01 | 0.03 | <−0.07 | 13 | < | 0.11 | <−0.33 | 9 | < | 0.04 | <−0.04 |
γ-Chlordane | 65 | 0.01 | 0.05 | <−0.08 | 13 | < | 0.15 | <−0.34 | 0 | ---- | ---- | ---- |
p,p’-DDT | 3 | < | < | <−0.46 | 4 | < | < | <−1.31 | 0 | ---- | ---- | ---- |
Dieldrin | 3 | < | < | <−0.22 | 0 | ---- | ---- | ---- | 0 | ---- | ---- | ---- |
Endrin | 3 | < | < | <−0.04 | 0 | ---- | ---- | ---- | 0 | ---- | ---- | ---- |
Heptachlor | 23 | < | 0.05 | <−0.05 | 13 | < | 0.51 | <−0.69 | 0 | ---- | ---- | ---- |
Lindane | 0 | ---- | ---- | ---- | 4 | < | < | <−0.52 | 0 | ---- | ---- | ---- |
Organophosphorus Insecticides |
Chlorpyrifos b | 68 | 0.02 | 0.07 | <−0.08 | 54 | 0.10 | 0.85 | <−0.95 | 14 | < | 0.06 | <−0.15 |
Diazinon | 58 | 0.01 | 0.05 | <−0.17 | 25 | < | 0.17 | <−0.89 | 0 | ---- | ---- | ---- |
Pyrethroids Insecticides |
Cyfluthrin | 19 | < | 0.33 | <−0.63 | 4 | < | < | <−5.31 | 0 | ---- | ---- | ---- |
cis-Permethrin | 94 | 0.07 | 0.31 | <−2.19 | 25 | < | 5.17 | <−218 | 14 | < | 0.06 | <−0.55 |
trans-Permethrin | 94 | 0.04 | 0.26 | <−2.13 | 25 | < | 2.96 | <−149 | 14 | < | 0.05 | <−0.66 |
Acid Herbicides |
Dicamba | 0 | ---- | ---- | ---- | 4 | < | < | <−0.33 | 0 | ---- | ---- | ---- |
2,4-D | 3 | < | < | <−0.02 | 38 | < | 1.55 | <−2.17 | 0 | ---- | ---- | ---- |
2,4,5-T | 0 | ---- | ---- | ---- | 0 | ---- | ---- | ---- | 0 | ---- | ---- | ---- |
Table 7.
The preschool children’s estimated median potential exposures and potential intake doses to frequently detected pesticides by exposure route a.
Table 7.
The preschool children’s estimated median potential exposures and potential intake doses to frequently detected pesticides by exposure route a.
Pesticide Class b | Pesticide | Potential Exposure (ng/day) | Potential Intake Dose c (ng/kg/day) | Oral RfD (ng/kg/day) | Inhalation RfC (ng/m3/day) |
---|
Dietary | Nondietary | Inhalation | Dietary | Nondietary | Inhalation |
---|
OC | α-Chlordane | < | 1.60 | 8.30 | < | 0.048 | 0.237 | 500 e | 700 e |
OC | γ-Chlordane | < | 2.69 | 12.7 | < | 0.083 | 0.422 | 500 e | 700 e |
OC | Heptachlor | < | 0.915 | 62.4 | < | 0.028 | 1.71 | 500 | ---- f |
OP | Chlorpyrifos d | 81.1 | 5.16 | 47.2 | 2.5 | 0.156 | 1.42 | ---- | ---- |
OP | Diazinon | < | 0.984 | 16.9 | < | 0.03 | 0.507 | ---- | ---- |
PY | cis-Permethrin | 84.7 | 48.1 | 4.64 | 2.63 | 1.39 | 0.137 | 50,000 e | ---- |
PY | trans-Permethrin | 74.5 | 35.4 | 2.73 | 2.21 | 1.00 | 0.088 | 50,000 e | ---- |
AC | 2,4-D | 188 | 1.45 | 4.00 | 4.84 | 0.042 | 0.099 | 10,000 | ---- |
3.4. Estimated Potential Aggregate Exposures and Potential Aggregate Intake Doses to Pesticides
The children’s estimated potential aggregate intake doses by all three exposure routes were quantifiable for chlorpyrifos,
cis/trans-permethrin, and 2,4-D and are depicted as a box-and-whiskers plot in
Figure 1. The estimated median potential aggregate intake doses of the children were 4.6 ng/kg/day for chlorpyrifos, 12.5 ng/kg/day for
cis/trans-permethrin, and 4.9 ng/kg/day for 2,4-D. At the 95th percentile, the children’s estimated potential aggregate intake doses were 31.7 ng/kg/day (chlorpyrifos), 397 ng/kg/day (
cis/trans-permethrin), and 22.5 ng/kg/day (2,4-D). The results show that dietary ingestion (>60%) was the predominant route of the children’s exposures to all three pesticides.
Figure 1.
The children’s estimated potential aggregate intake doses to chlorpyrifos, permethrin, and 2,4-D a,b.
Figure 1.
The children’s estimated potential aggregate intake doses to chlorpyrifos, permethrin, and 2,4-D a,b.
Notes: a Combined cis- and trans-isomers; b The line within each box represent the median concentration value for a pesticide.
4. Discussion
As limited published data exist on the absorption rates of many pesticides in humans, scientists must frequently rely on default assumption values to help calculate the estimated potential intake doses of children to pesticides by exposure route. A common approach is to use the most conservative absorption rate value of 100% for a pesticide for a child by exposure route (inhalation and ingestion) [
15,
26,
27]. This approach assumes that 100% of the total amount of the pesticide, after exposure, is absorbed into the body [
26]. However in recent years, research has shown that pesticide absorption rates in humans can vary greatly by such things as class of pesticide, exposure route, and administered vehicle (e.g., corn oil), and these absorption rates have been generally substantially less than 100% [
28,
29,
30,
31]. Therefore in the CTEPP study, we selected a more reasonable default absorption rate of 50% for a pesticide by each exposure route [
24].
Appendix Table A1 illustrates the differences in the maximum potential intake doses for the CTEPP children by route when using the default absorption rate of 100%
versus 50%. For example, the maximum potential dietary intake dose of one CTEPP child to permethrin is twice the amount when using a 100% absorption rate (9,700 ng/kg/day) compared to using our 50% absorption rate (4,850 ng/kg/day). More research is needed to quantify the actual absorption rates of pesticides by route in humans (e.g.,
in vitro assays) which would greatly improve pesticide exposure assessments for children.
In this current work, the results show that of the measured OC insecticides only
α-chlordane,
γ-chlordane, and heptachlor were detected ≥50% in several different media at the preschool children’s homes and daycare centers in NC. Inhalation of indoor air and outdoor air was found to be the predominant exposure route of the children to both
α/γ-chlordane (~83%) and heptachlor (~98%). An interesting observation was that the NC CTEPP preschool children had the highest estimated median potential inhalation dose of 1.71 ng/kg/day to heptachlor (maximum value = 118 ng/kg/day) compared to all of the other pesticides measured in this study. This finding is supported by research conducted by Wilson
et al. [
14,
15] showing that inhalation was a major exposure route of nine preschool children to eight different OC insecticides at their homes and daycare centers in NC in 1997, and heptachlor substantially contributed to their OC insecticide exposure by this route. This is a concern as almost all uses of heptachlor were phased-out by the late 1980’s, except to control fire ants in subsurface electrical power transformers and cable boxes, because of its persistence in the environment and in the body [
1]. In addition, an established RfC for heptachlor is currently not available in the U.S. EPA’s IRIS [
25], therefore, we could not ascertain if the children’s potential inhalation doses were below a level of concern in these environments. Because heptachlor is persistent and bioaccumulative in the body, more research is needed to understand children’s temporal exposures to heptachlor and potential health risks in places where children frequently spend their time (
i.e., residences, daycares, schools, and parks) [
1].
At the time that the CTEPP study was conducted in 2000–2001, the OP insecticides, chlorpyrifos and diazinon, and the PY insecticides, permethrin and cyfluthrin, were commonly used to control insect pests at dwellings and on agricultural crops. Our results show that these insecticides, except for cyfluthrin, were detected ≥50% in several different media at the children’s homes and daycare centers. Of these insecticides, the CTEPP children had the highest estimated median potential aggregate intake doses to the combined isomers of permethrin (12.5 ng/kg/day), followed by chlorpyrifos (4.6 ng/kg/day). Dietary ingestion was the predominant route of the children’s exposures to both permethrin (~65%) and chlorpyrifos (~61%). In comparison, Morgan
et al. [
19,
23] have reported about three times lower estimated median potential aggregate intake dose (4.0 ng/kg/day) to the combined isomers of permethrin for 111 preschool children from the OH component of the CTEPP study; dietary ingestion (~60%) also contributed the most to their exposure. In another study conducted in 2001 by Tulve
et al. [
32,
33], they showed that permethrin was frequently detected (>50%) in several media at nine preschool children’s homes in Florida that reported frequently using products containing pesticides. The authors reported that both dermal (57%) and dietary ingestion (33%) likely contributed substantially to the children’s cumulative exposures (nmol/day;
not intake dose) to pyrethroids (which included permethrin), however, they state that the results are limited due to the small sample size of children [
33]. These above studies suggest that there are likely geographic differences in the use and amount of permethrin applied in residential settings in the U.S. and more research is needed. For chlorpyrifos, our results (4.6 ng/kg/day) were about six times lower than the results reported in Wilson
et al. [
15] having estimated median potential aggregate exposures of 30.0 ng/kg/day for nine preschool children at their homes and daycare centers in NC in 1997. In contrast, our study results are only about two times lower than the results reported in Clayton
et al. [
34] showing a median aggregate intake dose to chlorpyrifos of 11.7 ng/kg/day for 56 children, ages 3–12 years old, at their homes in Minnesota in 1997. In the more recent Pesticide Exposures of Preschool Children Over Time (PEPCOT) study conducted between 2003–2005 [
27], the authors reported estimated median potential aggregate intake doses of 8.0, 6.2, and 6.2 ng/kg/day to chlorpyrifos (
assuming a 100% absorption rate) for 50 preschool children (older sibling) at their homes in NC in 2003, 2004, and 2005, respectively. The CTEPP children’s estimated median potential aggregate intake doses to chlorpyrifos are slightly higher than for the PEPCOT children when assuming a 100% default absorption rate for a pesticide. Overall, these above studies suggest that preschool children’s exposures to chlorpyrifos are declining over the last decade in the U.S. and are likely associated with the U.S. EPA’s 2001 phase-out of this insecticide [
7,
27]. This information is supported by Clune
et al. [
35] that showed a substantial decline in the last decade in urinary dialkylphosphate (DAP) levels of OP insecticides in over 3,000 adults from the U.S. National Health and Nutrition Examination Survey (NHANES III [1988–1994] and NHANES 1999–2004). The authors suggest that the lower DAP levels appear to be related to the U.S. EPA phase-out of chlorpyrifos and diazinon at residences and similar settings [
35].
Among the measured AC herbicides in our study, only 2,4-D was detected above 50% in any medium at the children’s homes and daycare centers. The CTEPP children’s estimated median potential aggregate intake dose to 2,4-D was 4.9 ng/kg/day, and dietary ingestion accounted for almost all (~97%) of their exposure. The children’s estimated maximum potential aggregate intake dose of 70.8 ng/kg/day (
data not shown) was at least 140 times lower than the RfD of 10,000 ng/kg/day in the U.S. EPA’s IRIS [
25]. Wilson
et al. [
15] reported a much higher estimated median potential aggregate intake dose of 87.6 ng/kg/day to 2,4-D for nine preschool children at their homes and daycare centers in 1997. In a different study, Nishioka
et al. [
36] reported that dietary ingestion (94%) was also the predominant route of young children’s exposures to 2,4-D before application of this insecticide at seven Midwestern homes. However after application of 2,4-D, dietary ingestion (53%) and nondietary (41%) ingestion both became important routes of the children’s exposures to this insecticide at home [
36]. For the more recent PEPCOT study [
27], the children’s estimated potential median aggregate intake doses to 2,4-D ranged from 8.2–13.49 ng/kg/day between 2003–2005, and dietary ingestion (88%) was the predominant exposure route. The above studies suggest that dietary ingestion was the predominant route of these preschool children exposures to 2,4-D between 1997 and 2005 in NC. However, it remains unclear which consumed foods likely contributed to the CTEPP children’s dietary exposures to 2,4-D as solid and liquid food samples were separately consolidated over a 48-h monitoring period. Furthermore in a recent article by Morgan and Jones [
37], the authors did not find any association between the reported weekly intake frequency of 65 different food items and mean urinary 2,4-D concentrations in 135 CTEPP children from NC and OH. More research is needed to quantify the levels of 2,4-D and other pesticides in individual food items consumed by young children as few data exist in the literature.
5. Conclusions
In conclusion, the CTEPP preschool children were concurrently exposed at low levels to a number of past-use and current-use pesticides from several sources and routes of exposure at their homes and daycare centers in NC. Pesticides that were detected ≥50% in several different media at these locations included α-chlordane, γ-chlordane, heptachlor, chlorpyrifos, diazinon, cis-permethrin, trans-permethrin, and 2,4-D. However, the children’s exposures to these eight pesticides varied greatly by exposure route. Inhalation was the predominant route of the children’s exposure to α/γ chlordane (~83%), heptachlor (~98%), and diazinon (~94%) and to a lesser extent to chlorpyrifos (~35%). Dietary ingestion was the major exposure route of the children to chlorpyrifos (~61%), cis/trans-permethrin (~65%), and 2,4-D (~97%). Lastly, nondietary ingestion was also an important secondary exposure route to cis/trans-permethrin (~32%).