ReviewCurrent environmental health reports2023
A State-of-the-Science Review on Metal Biomarkers.
Review in Current environmental health reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 123 papers, 3 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
123 citing papers in PubMed, 3 syntheses or guidelines pooled it, 182 citations in OpenAlex.
- Metallomic Dysregulation and Cardiovascular Disease: Essential Trace Elements, Non-essential Metal Exposure, and Heart Failure Risk: A Systematic Review.Cardiovascular toxicology · 2026Pooled it
- Manganese concentrations in biological matrices and amyotrophic lateral sclerosis (ALS): a systematic review and meta-analysis.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2026Pooled it
- Exposure to heavy metals in utero and autism spectrum disorder at age 3: a meta-analysis of two longitudinal cohorts of siblings of children with autism.Environmental health : a global access science source · 2024Pooled it
- Baseline characteristics including blood and urine metal levels in the Trial to Assess Chelation Therapy 2 (TACT2).American heart journal · 2024Trial
- Influence of folic acid and vitamin B12 supplementation on arsenic methylation: A double-blinded, placebo-controlled trial in Bangladeshi children.Environment international · 2024Trial
- Subchronic Exposure to Arsenic and Nickel Triggers Nitrosative Stress and Histological Alterations in the Rat Liver.Journal of applied toxicology : JAT · 2026Article
- Uranium Isotopes: From Geosciences to Biomedical Sciences.Current environmental health reports · 2026Review
- Association between metal co-exposure and frailty: exploring the potential explanatory pathway of inflammation.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2026Article
- Review
- The Interrelationship between Cadmium, Smoking, and Migraine in the ELSA-Brasil Study.Biological trace element research · 2026Article
- Sperm-Associated Mercury Species Levels Determine Its Impairment: Evidence from Paired Analyses of Whole Semen and Seminal Plasma.Biological trace element research · 2026Article
- Toxic Metal-Essential Trace Element Imbalance in Cardiometabolic Disease: Ferroptosis as a Mechanistic Link Between Environmental Exposure and Vascular Injury.Cardiovascular toxicology · 2026Review
- Article
- Machine Learning-Enabled Metallomics Reveals Geographic Exposomic Signatures in a Large Brazilian Cohort.Environment & health (Washington, D.C.) · 2026Article
- Biomonitoring of nutritional and toxic elements in raw and cooked rice in the Health Effects of Arsenic Longitudinal Study, Bangladesh.Ecotoxicology and environmental safety · 2026Article
- Multi-matrix copper exposure is associated with reduced olfactory bulb volume and odor sensitivity in adolescents.medRxiv : the preprint server for health sciences · 2026Article
- Associations Between Welding-Related Metals and Atherosclerotic Cardiovascular Disease Risk in Male Welders: The Mediating Role of Accelerated Biological Aging.Cardiovascular toxicology · 2026Article
- Tooth Enamel as a Biogeochemical Archive of Trace Elements in an Urban Population: A Multielement Study from Beijing, China.Biological trace element research · 2026Article
- Risk factors associated with urinary metal concentrations in middle-aged and older Caribbean adults: the Tobago Health Study.Journal of exposure science & environmental epidemiology · 2026Article
- Polyurethane Foam Wristbands as Personal Passive Samplers of Ambient Particulate Exposures to Lead and Other Metals.Environmental science & technology · 2026Article
63 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
6 authors at 3 institutions in 2 countries.
Funding
Abstract
purpose of reviewBiomarkers are commonly used in epidemiological studies to assess metals and metalloid exposure and estimate internal dose, as they integrate multiple sources and routes of exposure. Researchers are increasingly using multi-metal panels and innovative statistical methods to understand how exposure to real-world metal mixtures affects human health. Metals have both common and unique sources and routes of exposure, as well as biotransformation and elimination pathways. The development of multi-element analytical technology allows researchers to examine a broad spectrum of metals in their studies; however, their interpretation is complex as they can reflect different windows of exposure and several biomarkers have critical limitations. This review elaborates on more than 500 scientific publications to discuss major sources of exposure, biotransformation and elimination, and biomarkers of exposure and internal dose for 12 metals/metalloids, including 8 non-essential elements (arsenic, barium, cadmium, lead, mercury, nickel, tin, uranium) and 4 essential elements (manganese, molybdenum, selenium, and zinc) commonly used in multi-element analyses. RECENT
findingsWe conclude that not all metal biomarkers are adequate measures of exposure and that understanding the metabolic biotransformation and elimination of metals is key to metal biomarker interpretation. For example, whole blood is a good biomarker of exposure to arsenic, cadmium, lead, mercury, and tin, but it is not a good indicator for barium, nickel, and uranium. For some essential metals, the interpretation of whole blood biomarkers is unclear. Urine is the most commonly used biomarker of exposure across metals but it should not be used to assess lead exposure. Essential metals such as zinc and manganese are tightly regulated by homeostatic processes; thus, elevated levels in urine may reflect body loss and metabolic processes rather than excess exposure. Total urinary arsenic may reflect exposure to both organic and inorganic arsenic, thus, arsenic speciation and adjustment for arsebonetaine are needed in populations with dietary seafood consumption. Hair and nails primarily reflect exposure to organic mercury, except in populations exposed to high levels of inorganic mercury such as in occupational and environmental settings. When selecting biomarkers, it is also critical to consider the exposure window of interest. Most populations are chronically exposed to metals in the low-to-moderate range, yet many biomarkers reflect recent exposures. Toenails are emerging biomarkers in this regard. They are reliable biomarkers of long-term exposure for arsenic, mercury, manganese, and selenium. However, more research is needed to understand the role of nails as a biomarker of exposure to other metals. Similarly, teeth are increasingly used to assess lifelong exposures to several essential and non-essential metals such as lead, including during the prenatal window. As metals epidemiology moves towards embracing a multi-metal/mixtures approach and expanding metal panels to include less commonly studied metals, it is important for researchers to have a strong knowledge base about the metal biomarkers included in their research. This review aims to aid metals researchers in their analysis planning, facilitate sound analytical decision-making, as well as appropriate understanding and interpretation of results.
Indexed as
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.