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Stanaway IB, Wallace JC, Hong S, Wilder CS, Green FH, Tsai J, Knight M, Workman T, Vigoren EM, Smith MN, Griffith WC, Thompson B, Shojaie A, Faustman EM. Alteration of oral microbiome composition in children living with pesticide-exposed farm workers. Int J Hyg Environ Health 2023; 248:114090. [PMID: 36516690 PMCID: PMC9898171 DOI: 10.1016/j.ijheh.2022.114090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 08/30/2022] [Accepted: 11/30/2022] [Indexed: 12/14/2022]
Abstract
Our prior work shows that azinphos-methyl pesticide exposure is associated with altered oral microbiomes in exposed farmworkers. Here we extend this analysis to show the same association pattern is also evident in their children. Oral buccal swab samples were analyzed at two time points, the apple thinning season in spring-summer 2005 for 78 children and 101 adults and the non-spray season in winter 2006 for 62 children and 82 adults. The pesticide exposure for the children were defined by the farmworker occupation of the cohabitating household adult and the blood azinphos-methyl detection of the cohabitating adult. Oral buccal swab 16S rRNA sequencing determined taxonomic microbiota proportional composition from concurrent samples from both adults and children. Analysis of the identified bacteria showed significant proportional changes for 12 of 23 common oral microbiome genera in association with azinphos-methyl detection and farmworker occupation. The most common significantly altered genera had reductions in the abundance of Streptococcus, suggesting an anti-microbial effect of the pesticide. Principal component analysis of the microbiome identified two primary clusters, with association of principal component 1 to azinphos-methyl blood detection and farmworker occupational status of the household. The children's buccal microbiota composition clustered with their household adult in ∼95% of the households. Household adult farmworker occupation and household pesticide exposure is associated with significant alterations in their children's oral microbiome composition. This suggests that parental occupational exposure and pesticide take-home exposure pathways elicit alteration of their children's microbiomes.
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Affiliation(s)
- Ian B Stanaway
- Department of Environmental and Occupational Health Sciences, Institute for Risk Analysis and Risk Communication, University of Washington, Seattle, WA, USA
| | - James C Wallace
- Department of Environmental and Occupational Health Sciences, Institute for Risk Analysis and Risk Communication, University of Washington, Seattle, WA, USA
| | - Sungwoo Hong
- Department of Environmental and Occupational Health Sciences, Institute for Risk Analysis and Risk Communication, University of Washington, Seattle, WA, USA
| | - Carly S Wilder
- Department of Environmental and Occupational Health Sciences, Institute for Risk Analysis and Risk Communication, University of Washington, Seattle, WA, USA
| | - Foad H Green
- Department of Environmental and Occupational Health Sciences, Institute for Risk Analysis and Risk Communication, University of Washington, Seattle, WA, USA
| | - Jesse Tsai
- Department of Environmental and Occupational Health Sciences, Institute for Risk Analysis and Risk Communication, University of Washington, Seattle, WA, USA
| | - Misty Knight
- Department of Environmental and Occupational Health Sciences, Institute for Risk Analysis and Risk Communication, University of Washington, Seattle, WA, USA
| | - Tomomi Workman
- Department of Environmental and Occupational Health Sciences, Institute for Risk Analysis and Risk Communication, University of Washington, Seattle, WA, USA
| | - Eric M Vigoren
- Department of Environmental and Occupational Health Sciences, Institute for Risk Analysis and Risk Communication, University of Washington, Seattle, WA, USA
| | - Marissa N Smith
- Department of Environmental and Occupational Health Sciences, Institute for Risk Analysis and Risk Communication, University of Washington, Seattle, WA, USA
| | - William C Griffith
- Department of Environmental and Occupational Health Sciences, Institute for Risk Analysis and Risk Communication, University of Washington, Seattle, WA, USA
| | - Beti Thompson
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Ali Shojaie
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Elaine M Faustman
- Department of Environmental and Occupational Health Sciences, Institute for Risk Analysis and Risk Communication, University of Washington, Seattle, WA, USA.
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Griffith WC, Vigoren EM, Smith MN, Workman T, Thompson B, Coronado GD, Faustman EM. Application of improved approach to evaluate a community intervention to reduce exposure of young children living in farmworker households to organophosphate pesticides. JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2019; 29:358-365. [PMID: 29662130 PMCID: PMC6192874 DOI: 10.1038/s41370-018-0028-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Revised: 08/18/2017] [Accepted: 08/25/2017] [Indexed: 06/01/2023]
Abstract
The take-home pathway is a significant source of organophosphate pesticide exposure for young children (3-5 years old) living with an adult farmworker. This avoidable exposure pathway is an important target for intervention. We selected 24 agricultural communities in the Yakima Valley of Washington State and randomly assigned them to receive an educational intervention (n = 12) to reduce children's pesticide exposure or usual care (n = 12). We assessed exposure to pesticides in nearly 200 adults and children during the pre and post-intervention periods by measuring metabolites in urine. We compared pre- and post-intervention exposures by expressing the child's pesticide metabolite concentration as a fraction of the adult's concentration living in the same household, because the amount of pesticides applied during the collection periods varied. Exposures in our community were consistently higher, sometimes above the 95th percentile of the exposures reported by the National Health and Nutrition Examination Survey (NHANES). While intervention and control communities demonstrated a reduction in the ratio of child to adult exposure, this reduction was more pronounced in intervention communities (2.7-fold, p < 0.001 compared to 1.7-fold, p = 0.052 for intervention and control, respectively). By examining the child/adult biomarker ratio, we demonstrated that our community-based intervention was effective in reducing pesticide exposure to children in agricultural communities.
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Affiliation(s)
- William C. Griffith
- Department of Environmental and Occupational Health Sciences, School of Public Health, University of Washington, Seattle, WA
- Institute for Risk Analysis & Risk Communication, University of Washington, Seattle, WA
| | - Eric M. Vigoren
- Department of Environmental and Occupational Health Sciences, School of Public Health, University of Washington, Seattle, WA
- Institute for Risk Analysis & Risk Communication, University of Washington, Seattle, WA
| | - Marissa N. Smith
- Department of Environmental and Occupational Health Sciences, School of Public Health, University of Washington, Seattle, WA
- Institute for Risk Analysis & Risk Communication, University of Washington, Seattle, WA
| | - Tomomi Workman
- Department of Environmental and Occupational Health Sciences, School of Public Health, University of Washington, Seattle, WA
- Institute for Risk Analysis & Risk Communication, University of Washington, Seattle, WA
| | - Beti Thompson
- Cancer Prevention Program, Fred Hutchinson Cancer Research Center, Seattle, WA
| | | | - Elaine M. Faustman
- Department of Environmental and Occupational Health Sciences, School of Public Health, University of Washington, Seattle, WA
- Institute for Risk Analysis & Risk Communication, University of Washington, Seattle, WA
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Tamaro CM, Smith MN, Workman T, Griffith WC, Thompson B, Faustman EM. Characterization of organophosphate pesticides in urine and home environment dust in an agricultural community. Biomarkers 2018; 23:174-187. [PMID: 29047308 DOI: 10.1080/1354750x.2017.1395080] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
CONTEXT Organophosphorus insecticides (OPs) have been used to control agricultural pests found in Washington state. Farmworkers (FW) have higher exposure to OP pesticides than non-farmworkers (NFW), and FW children may in turn have higher exposure than NFW children. OBJECTIVE To examine the association between the concentration in house dust of five OPs used commonly in pome fruit orchards and the concentration in urine of dialkylphosphate metabolites (DAP), in a cohort of Hispanic FW and NFW and their children. METHODS Parents and children participated in three data collection periods over the course of one year. Urine samples were evaluated for the DAPs characteristic of OP exposure, and dust from homes and vehicles was evaluated for intact OP residues. RESULTS Geometric mean (GM) concentrations of OPs in house and vehicle dust were higher in FW households than NFW households in all agricultural seasons. GM concentration of urinary DAPs was higher for children in FW households than NFW households. DISCUSSION Regression analysis found a positive association between OP residues in house dust and the children's urinary DAPs. CONCLUSIONS To our knowledge, this study is the first to report an association between pesticides in house dust and their biological metabolites in urine.
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Affiliation(s)
- Catherine M Tamaro
- a Institute for Risk Analysis and Risk Communication , University of Washington , Seattle , WA , USA.,b Department of Environmental and Occupational Health Sciences , University of Washington , Seattle , WA , USA
| | - Marissa N Smith
- a Institute for Risk Analysis and Risk Communication , University of Washington , Seattle , WA , USA.,b Department of Environmental and Occupational Health Sciences , University of Washington , Seattle , WA , USA
| | - Tomomi Workman
- a Institute for Risk Analysis and Risk Communication , University of Washington , Seattle , WA , USA.,b Department of Environmental and Occupational Health Sciences , University of Washington , Seattle , WA , USA
| | - William C Griffith
- a Institute for Risk Analysis and Risk Communication , University of Washington , Seattle , WA , USA.,b Department of Environmental and Occupational Health Sciences , University of Washington , Seattle , WA , USA
| | - Beti Thompson
- c Cancer Prevention Program , Fred Hutchinson Cancer Research Center , Seattle , WA , USA
| | - Elaine M Faustman
- a Institute for Risk Analysis and Risk Communication , University of Washington , Seattle , WA , USA.,b Department of Environmental and Occupational Health Sciences , University of Washington , Seattle , WA , USA
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Thompson B, Griffith WC, Barr DB, Coronado GD, Vigoren EM, Faustman EM. Variability in the take-home pathway: farmworkers and non-farmworkers and their children. JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2014; 24:522-31. [PMID: 24594649 PMCID: PMC4141015 DOI: 10.1038/jes.2014.12] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2013] [Accepted: 12/17/2013] [Indexed: 05/27/2023]
Abstract
Organophosphate pesticides (OPs) are related to ill health among adults, including farmworkers who are exposed to OPs as part of their regular work. Children of both farmworkers and non-farmworkers in agricultural communities may also be affected by pesticide exposure. Study groups of 100 farmworkers with a referent child (aged 2-6 years) and 100 non-farmworkers with a referent child were recruited to participate in three data collection periods over the course of a year. At each collection, participants provided three urine samples within 5 days, and homes and vehicles were vacuumed to collect pesticide residues in dust. In thinning and harvest seasons, farmworkers and their children had higher dimethyl urinary metabolites than non-farmworkers and their children. During the non-spray season, the urinary metabolites levels decreased among farmworkers to a level comparable to that of non-farmworkers. Farmworkers consistently had higher pesticide residues in their home and vehicle dust. Differences exist between farmworkers and non-farmworkers in urinary metabolites, and the differences extended throughout the agricultural seasons.OP metabolites are seen at much higher levels for farmworkers and their children than for non-farmworkers and their children during agricultural seasons when OPs are in use. These metabolite levels were significantly higher than the nationwide NHANES IV survey and up to 10-fold higher than other rural agricultural studies.
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Affiliation(s)
- Beti Thompson
- Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue N, M3-B232, P.O. Box 19024, Seattle, WA 98109; 206-667-4673 (Phone); 206-667-5977 (fax)
| | - William. C. Griffith
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA 98105
| | - Dana Boyd Barr
- Department of Environmental Health, Rollins School of Public Health 1518 Clifton Road, NE Claudia Nance Rollins Bldg, Room 2007 Atlanta, GA 30322
| | - Gloria D. Coronado
- The Merwyn “Mitch” R. Greenlick Endowed Senior Investigator in Health Disparities Research The Center for Health Research, Kaiser Permanente Northwest, 3800 N. Interstate Ave. Portland, OR 97227
| | - Eric M. Vigoren
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA 98105
| | - Elaine M. Faustman
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA 98105
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Griffith W, Curl CL, Fenske RA, Lu CA, Vigoren EM, Faustman EM. Organophosphate pesticide metabolite levels in pre-school children in an agricultural community: within- and between-child variability in a longitudinal study. ENVIRONMENTAL RESEARCH 2011; 111:751-756. [PMID: 21636082 PMCID: PMC3726011 DOI: 10.1016/j.envres.2011.05.008] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2010] [Revised: 04/28/2011] [Accepted: 05/06/2011] [Indexed: 05/29/2023]
Abstract
This study characterized the within- and between-child variability in dimethylthiophosphate (DMTP) levels in the urine of 44 children living in an agricultural community in central Washington State in December 1997 and 1999. The goal of this analysis was to investigate these variability components during periods when organophosphate pesticides were and were not actively applied to orchards in that community. Each child provided between 10 and 26 biweekly urine samples over a 21-month period, and these samples were analyzed for six dialkylphosphate (DAP) metabolites common to organophosphate pesticides, including DMTP. Previous analysis of this dataset found that DAP concentrations were elevated during months when organophosphate pesticides were applied to orchards in this region. The current analysis demonstrates that the within-child component of day-to-day variability was much greater than the between-child component of variability by a factor of 3-7 across the DAP metabolites that were analyzed. Therefore, organophosphate pesticide exposure appeared to vary more than 3 times from day-to-day than from child-to-child. This finding has important implications for epidemiologic and exposure pathways research, since accounting for within-child variability may increase the power of a study and allow for the detection of differences that would not otherwise be possible without an analysis that separates out the within-child variability.
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Affiliation(s)
- W Griffith
- Department of Environmental and Occupational Health Sciences, School of Public Health, University of Washington, Seattle, WA 98195-7234, USA
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