Associations between socioeconomic status and environmental toxicant concentrations in adults in the USA: NHANES 2001–2010
Open accessAbstract
Low level chronic exposure to toxicants is associated with a range of adverse health effects. Understanding the various factors that influence the chemical burden of an individual is of critical importance to public health strategies. We investigated the relationships between socioeconomic status (SES) and bio-monitored chemical concentration in five cross-sectional waves of the U.S. National Health and Nutrition Examination Survey (NHANES). We utilised adjusted linear regression models to investigate the association between 179 toxicants and the poverty income ratio (PIR) for five NHANES waves. We then selected a subset of chemicals associated with PIR in 3 or more NHANES waves and investigated potential mediating factors using structural equation modelling. PIR was associated with 18 chemicals in 3 or more NHANES waves. Higher SES individuals had higher burdens of serum and urinary mercury, arsenic, caesium, thallium, perfluorooctanoic acid, perfluorononanoic acid, mono(carboxyoctyl) phthalate and benzophenone-3. Inverse associations were noted between PIR and serum and urinary lead and cadmium, antimony, bisphenol A and three phthalates (mono-benzyl, mono-isobutyl, mono-n-butyl). Key mediators included fish and shellfish consumption for the PIR, mercury, arsenic, thallium and perfluorononanoic acid associations. Sunscreen use was an important mediator in the benzophenone-3/PIR relationship. The association between PIR and cadmium or lead was partially mediated by smoking, occupation and diet. These results provide a comprehensive analysis of exposure patterns as a function of socioeconomic status in US adults, providing important information to guide future public health remediation measures to decrease toxicant and disease burdens within society.
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At birth, placenta and cord blood from babies born to mothers of lower socioeconomic status exhibit a transcriptional profile of higher immune activation and delayed maturation, illustrating that the in utero response to stress results in molecular signaling changes.
“At birth, the placenta and cord blood from babies born to mothers of lower socioeconomic status, which has been associated with psychological stress, cortisol dysregulation, and poor environmental conditions, exhibit a transcriptional profile of higher immune activation and delayed maturation, illustrating that the in utero response to stress results in molecular signaling changes [114,115,116].”
From Stress and the HPA Axis: Balancing Homeostasis and Fertility. (2017) · cites this paper as [116]
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Stress and the HPA Axis: Balancing Homeostasis and Fertility.
Joseph, D., & Whirledge, S. (2017) · International journal of molecular sciences · doi:10.3390/ijms18102224 · Cited by 290 · see citing works
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Social Determinants of Placental Health and Future Disease Risks for Babies
Thornburg, K. L., Boone-Heinonen, J., & Valent, A. M. (2020) · Obstetrics and Gynecology Clinics of North America · doi:10.1016/j.ogc.2019.11.002 · Cited by 25 · see citing works
- Authors
- Tyrrell, J., Melzer, D., Henley, W., Galloway, T. S., & Osborne, N. J.
- Affiliations
- University of Exeter (GB)
- Corresponding author
- Osborne, Nicholas J.
- Venue
- Environment International
- Publisher
- Elsevier BV
- Published
- 2013-09
- Volume
- 59
- Pages
- 328-335
- ISSN
- 0160-4120 (ISSN-L)
- OpenAlex
- W1995934935
- Cited by
- 226
- References
- 1
- Citations by year
- 2026: 12 · 2025: 22 · 2024: 16 · 2023: 17 · 2022: 21 · 2021: 21 · 2020: 27 · 2019: 18 · 2018: 18 · 2017: 17 · 2016: 14 · 2015: 11 · 2014: 9 · 2013: 2
- FWCI
- 8.82
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Environment International (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by-nc-nd)
- Open Research Exeter (University of Exeter) (submittedVersion, cc-by-nc-nd)
- Funders
- University of Exeter
- European Regional Development Fund Programme
- European Social Fund Convergence Programme
- Topics
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Heavy Metal Exposure and Toxicity
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Effects and risks of endocrine disrupting chemicals
- Social Sciences › Sociology and Political Science › Environmental Justice and Health Disparities
- Keywords
- socioeconomic status, poverty income ratio, environmental toxins, chronic low-dose exposure, biomonitoring, mercury, arsenic, thallium, perfluorooctanoic acid, perfluorononanoic acid, phthalates, bisphenol A, lead, cadmium, cesium, antimony, benzophenone-3, fish and shellfish consumption, sunscreen use, smoking, occupational exposure, diet, mediation, NHANES
- MeSH terms
- Bisphenol A Compounds, Adolescent, Adult, Aged, Animals, Benzhydryl Compounds, Benzophenones, Cadmium, Caprylates, Cross-Sectional Studies, Diet, Environmental Exposure, Environmental Monitoring, Environmental Pollutants, Female, Fluorocarbons, Humans, Income, Male, Mercury, Middle Aged, Nutrition Surveys, Phenols, Phthalic Acids, Poverty, Social Class, United States, Linear Models, Young Adult
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