ArticleEnvironmental research2021
The association between blood metals and hypertension in the GuLF study.
Article in Environmental research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 2 of them syntheses that pooled it.
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Who cites it
20 citing papers in PubMed, 2 syntheses or guidelines pooled it, 32 citations in OpenAlex.
- Dose-response association between circulating selenium and blood pressure: a systematic review and meta-analysis.BMC public health · 2025Pooled it
- Re-thinking the link between exposure to mercury and blood pressure.Archives of toxicology · 2025Pooled it
- Selenite Interacting with Thiols Catalytically Releases NO from GSNO, Cleaves Plasmid DNA and Reduces the Hypotensive Effect of GSNO in Rats.Biological trace element research · 2026Article
- Incorporating geospatial environmental exposure indicators in individual hypertension risk prediction: a multi-stage machine learning pipeline.Journal of exposure science & environmental epidemiology · 2026Article
- Article
- Investigating the association between groundwater contaminants and hypertension risk in India: a machine learning-based analysis.Journal of exposure science & environmental epidemiology · 2026Article
- The association between whole-blood lead concentration and all-cause or cardiovascular disease mortality in hypertensive patients.Scientific reports · 2025Article
- Impact of multi-metal exposure on blood pressure: a mediation analysis through oxidative stress markers in China's Southern Jiangxi Province.BMC public health · 2025Article
- Cardiovascular health and proximity to urban oil drilling in Los Angeles, California.Journal of exposure science & environmental epidemiology · 2024Article
- A cross-sectional analysis of the PURE study on minerals intake among Malaysian adult population with hypertension.Scientific reports · 2024Article
- Effect of exposures to multiple metals on blood pressure and hypertension in the elderly: a community-based study.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2024Article
- Association of heavy metals exposure with lower blood pressure in the population aged 8-17 years: a cross-sectional study based on NHANES.Frontiers in public health · 2024Article
- Interaction between blood cadmium and lead concentration and physical activity on hypertension from the Korean national health and nutrition examination survey in 2008-2013.BMC public health · 2023Article
- Individual, Independent, and Joint Associations of Toxic Metals and Manganese on Hypertensive Disorders of Pregnancy: Results from the MIREC Canadian Pregnancy Cohort.Environmental health perspectives · 2023Article
- Association of multi-metals with the risk of hypertension and the interaction with obesity: A cross-sectional study in China.Frontiers in public health · 2023Article
- Potential Roles of Metals in the Pathogenesis of Pulmonary and Systemic Hypertension.International journal of biological sciences · 2023Review
- Relationship between Occupational Metal Exposure and Hypertension Risk Based on Conditional Logistic Regression Analysis.Metabolites · 2022Article
- Clinical relevance of environmental manganese exposure with liver stiffness and steatosis detected by transient elastography in adults.Environmental science and pollution research international · 2022Article
- Exposure to Metal Mixtures in Association with Cardiovascular Risk Factors and Outcomes: A Scoping Review.Toxics · 2022Article
- Associations between plasma metal mixture exposure and risk of hypertension: A cross-sectional study among adults in Shenzhen, China.Frontiers in public health · 2022Article
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Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
Abstract
backgroundBoth essential and non-essential metals come from natural and anthropogenic sources. Metals can bioaccumulate in humans and may impact human health, including hypertension.
methodsBlood metal (cadmium, lead, mercury, manganese, and selenium) concentrations were measured at baseline for a sample of participants in the Gulf Long-Term Follow-up (GuLF) Study. The GuLF Study is a prospective cohort study focused on potential health effects following the 2010 Deepwater Horizon oil spill. Hypertension was defined as high systolic (≥140 mm Hg) or diastolic (≥90 mm Hg) blood pressure or taking anti-hypertensive medications. A total of 957 participants who had blood measurement for at least one metal, baseline blood pressure measurements, information on any anti-hypertensive medication use, and relevant covariates were included in this cross-sectional analysis. We used Poisson regression to explore the association between individual blood metal levels and hypertension. Quantile-based g-computation was used to investigate the association between the metal mixture and hypertension. We also explored the association between individual blood metal levels and continuous blood pressure measurements using general linear regression.
resultsComparing the highest quartile of blood metals with the lowest (Q4vs1), the hypertension prevalence ratio (PR) was 0.92 (95 % confidence interval (CI) = 0.73,1.15) for cadmium, 0.86 (95%CI = 0.66,1.12) for lead, 0.89 (95%CI = 0.71,1.12) for mercury, 1.00 (95%CI = 0.80,1.26) for selenium, and 1.22 (95%CI = 0.95,1.57) for manganese. We observed some qualitative differences across race and BMI strata although none of these differences were statistically significant. In stratified analyses, the PR (Q4vs1) for mercury was 0.69 (95%CI = 0.53, 0.91) in White participants and 1.29 (95%CI = 0.86,1.92) in Black participants (p for interaction = 0.5). The PR (Q4vs1) for manganese was relatively higher in Black participants (PR = 1.37, 95%CI = 0.92,2.05) than in White participants (PR = 1.15, 95%CI = 0.83,1.60, p for interaction = 0.5), with a suggestive dose-response among Blacks. After stratifying by obesity (BMI ≥30 and < 30), positive associations of of hypertension with cadmium (PR [Q4vs1] = 1.19, 95%CI = 0.91,1.56, p for interaction = 0.5), lead (PR [Q4vs1] = 1.14, 95%CI = 0.84,1.55, p for interaction = 1.0) and manganese (PR = 1.25, 95%CI = 0.93,1.68, p for interaction = 0.8) were observed in participants with BMI≥30, but not in participants with BMI<30. The joint effect of the metal mixture was 0.96 (95%CI = 0.73,1.27). We did not observe clear associations between blood metal levels and continuous blood pressure measurements.
conclusionWe did not find overall cross-sectional associations between blood cadmium, lead, mercury, selenium levels and hypertension or blood pressure. We found some evidence suggesting that manganese might be positively associated with risk of hypertension. Associations varied somewhat by race and BMI.
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