ReviewCurrent environmental health reports2018
Heavy Metal Exposure and Metabolic Syndrome: Evidence from Human and Model System Studies.
Review in Current environmental health reports, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 72 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
72 citing papers in PubMed, 5 syntheses or guidelines pooled it, 168 citations in OpenAlex.
- Engaging One Health in Heavy Metal Pollution in Some Selected Nigerian Niger Delta Cities. A Systematic Review of Pervasiveness, Bioaccumulation and Subduing Environmental Health Challenges.Biological trace element research · 2024Pooled it
- Associations of cadmium exposure with risk of metabolic syndrome and its individual components: a meta-analysis.Journal of exposure science & environmental epidemiology · 2023Pooled it
- Association between female circulating heavy metal concentration and abortion: a systematic review and meta-analysis.Frontiers in endocrinology · 2023Pooled it
- Mercury Exposure and Risk of Type 2 Diabetes: A Systematic Review and Meta-Analysis.International journal of clinical practice · 2022Pooled it
- Pooled it
- Thromboxane A2-Driven Vascular Hyperreactivity in Cadmium-Induced Hypertension: Role of Oxidative Stress and Therapeutic Implications.Journal of clinical medicine · 2026Article
- Urinary metal exposure, systemic inflammation, and advanced cardiovascular-kidney-metabolic syndrome risk in US adults.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2026Article
- Monte Carlo-Based Assessment of Toxic Metal Contaminations in Urban Agricultural Systems: A Case Study of Lead, Cadmium, and Copper in Vegetables and Fish from Nigeria.Biological trace element research · 2026Article
- From environmental exposure to retinal pathology: epidemiological and mechanistic insights into multi-metal driven ocular diseases.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2026Article
- Soil health to human health: impacts of soil contaminants on cardio-neurological health and clinical outcomes: a narrative review.Frontiers in cardiovascular medicine · 2026Review
- Environmental exposures and epigenetic alterations in common chronic diseases: insights and challenges.Environmental epigenetics · 2026Review
- Association of metal and metalloid exposure with cardiovascular-kidney-metabolic syndrome: mediation by inflammation, oxidative stress, and aging.BMC public health · 2025Article
- Geographical variations in metal exposure and metabolic disorders in Chile using an exposome approach.Scientific reports · 2025Article
- Targeting Cardiotoxicity Induced by Environmental Toxins: The Role of Natural Products.Cardiovascular toxicology · 2025Review
- Associations Between Metabolic Risk Factors and Lung Function Among Adults in Northern Thailand: A Cross-Sectional Study.Healthcare (Basel, Switzerland) · 2025Article
- Article
- Association of PFAS and Metals with Cardiovascular Disease Risk: Exploring the Mediating Effect of Diet.Environments (Basel, Switzerland) · 2025Article
- Endocrine disruptors, obesity, and metabolic syndrome.Turkish journal of medical sciences · 2025Review
- Using Life's Essential 8 and heavy metal exposure to determine infertility risk in American women: a machine learning prediction model based on the SHAP method.Frontiers in endocrinology · 2025Article
- Protective role of dietary zinc on DNA damage, oxidative stress, and metal toxicity.Frontiers in molecular biosciences · 2025Review
12 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
purpose of reviewMetabolic syndrome (MS) describes the co-occurrence of conditions that increase one's risk for heart disease and other disorders such as diabetes and stroke. The worldwide increase in the prevalence of MS cannot be fully explained by lifestyle factors such as sedentary behavior and caloric intake alone. Environmental exposures, such as heavy metals, have been implicated, but results are conflicting and possible mechanisms remain unclear. To assess recent progress in determining a possible role between heavy metal exposure and MS, we reviewed epidemiological and model system data for cadmium (Cd), lead (Pb), and mercury (Hg) from the last decade. RECENT
findingsData from 36 epidemiological studies involving 17 unique countries/regions and 13 studies leveraging model systems are included in this review. Epidemiological and model system studies support a possible association between heavy metal exposure and MS or comorbid conditions; however, results remain conflicting. Epidemiological studies were predominantly cross-sectional and collectively, they highlight a global interest in this question and reveal evidence of differential susceptibility by sex and age to heavy metal exposures. In vivo studies in rats and mice and in vitro cell-based assays provide insights into potential mechanisms of action relevant to MS including altered regulation of lipid and glucose homeostasis, adipogenesis, and oxidative stress. Heavy metal exposure may contribute to MS or comorbid conditions; however, available data are conflicting. Causal inference remains challenging as epidemiological data are largely cross-sectional; and variation in study design, including samples used for heavy metal measurements, age of subjects at which MS outcomes are measured; the scope and treatment of confounding factors; and the population demographics vary widely. Prospective studies, standardization or increased consistency across study designs and reporting, and consideration of molecular mechanisms informed by model system studies are needed to better assess potential causal links between heavy metal exposure and MS.
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Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.