ArticleAnnals of work exposures and health2017
Toenail Manganese: A Sensitive and Specific Biomarker of Exposure to Manganese in Career Welders.
Article in Annals of work exposures and health, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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Who cites it
20 citing papers in PubMed, 1 synthesis or guideline pooled it, 57 citations in OpenAlex.
- Biomarkers of environmental manganese exposure and associations with childhood neurodevelopment: a systematic review and meta-analysis.Environmental health : a global access science source · 2020Pooled it
- Follow-up Biomonitoring Study of Metal Exposure in Apprentice Welders in Montreal, Quebec, During Gas Metal Arc Welding (GMAW).Biological trace element research · 2025Article
- Article
- Do toenail manganese and iron levels reflect brain metal levels or brain metabolism in welders?Neurotoxicology · 2024Article
- Morphographic Changes in the Electrocardiogram ofInternational journal of molecular sciences · 2024Article
- Whole-brain mapping of increased manganese levels in welders and its association with exposure and motor function.NeuroImage · 2024Article
- Maternal Exposure to Potentially Toxic Metals and Birth Weight: Preliminary Results from the DSAN-12M Birth Cohort in the Recôncavo Baiano, Brazil.International journal of environmental research and public health · 2023Article
- Determinants of Exposure to Potentially Toxic Metals in Pregnant Women of the DSAN-12M Cohort in the Recôncavo Baiano, Brazil.International journal of environmental research and public health · 2023Article
- Bone manganese is a sensitive biomarker of ongoing elevated manganese exposure, but does not accumulate across the lifespan.Environmental research · 2022Article
- Manganese Exposure and Neurologic Outcomes in Adult Populations.Neurologic clinics · 2020Review
- Whole-brain R1 predicts manganese exposure and biological effects in welders.Archives of toxicology · 2020Article
- Periconceptional and prenatal exposure to metal mixtures in relation to behavioral development at 3 years of age.Environmental epidemiology (Philadelphia, Pa.) · 2020Article
- Characterization of bone aluminum, a potential biomarker of cumulative exposure, within an occupational population from Zunyi, China.Journal of trace elements in medicine and biology : organ of the Society for Minerals and Trace Elements (GMS) · 2020Article
- Article
- Toenails as biomarker of exposure to essential trace metals: A review.Environmental research · 2019Review
- Toenail manganese as biomarker of drinking water exposure: a reliability study from a US pregnancy cohort.Journal of exposure science & environmental epidemiology · 2019Article
- Validity of retrospective occupational exposure estimates of lead and manganese in a case-control study.Occupational and environmental medicine · 2019Article
- Manganese exposure and working memory-related brain activity in smallholder farmworkers in Costa Rica: Results from a pilot study.Environmental research · 2019Article
- Development of a Cumulative Exposure Index (CEI) for Manganese and Comparison with Bone Manganese and Other Biomarkers of Manganese Exposure.International journal of environmental research and public health · 2018Article
- Diagnosis of manganism and manganese neurotoxicity: A workshop report.Medicine internationalArticle
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
Manganese (Mn) is an essential trace metal. It is also a component of welding fume. Chronic inhalation of manganese from welding fume has been associated with decreased neurological function. Currently, there is not a universally recognized biomarker for Mn exposure; however, hair and toenails have shown promise. In a cohort of 45 male welders and 35 age-matched factory control subjects, we assessed the sensitivity and specificity of toenail Mn to distinguish occupationally exposed subjects from unexposed controls. Further we examined the exposure time window that best correlates with the proposed biomarker, and investigated if non-occupational exposure factors impacted toenail Mn concentrations. Toenail clippings were analyzed for Mn using Inductively Coupled Plasma Mass Spectrometry (ICP-MS). Exposure to respirable Mn-containing particles (<4 µm) was estimated using an exposure model that combines personal air monitoring, work history information, and dietary intake to estimate an individual's exposure to Mn from inhalation of welding fume. We assessed the group differences in toenail concentrations using a Student's t-test between welders and control subjects and performed a receiver operating characteristic (ROC) curve analysis to identify a threshold in toenail concentration that has the highest sensitivity and specificity in distinguishing welders from control subjects. Additionally, we performed mixed-model regressions to investigate the association between different exposure windows and toenail Mn concentrations. We observed that toenail Mn concentrations were significantly elevated among welders compared to control subjects (6.87 ± 2.56 versus 2.70 ± 1.70 µg g-1; P < 0.001). Our results show that using a toenail Mn concentration of 4.14 µg g-1 as cutoff allows for discriminating between controls and welders with 91% specificity and 94% sensitivity [area under curve (AUC) = 0.98]. Additionally, we found that a threshold of 4.66 µg g-1 toenail Mn concentration enables a 90% sensitive and 90% specific discrimination (AUC = 0.96) between subjects with average exposure above or below the American Conference of Governmental Industrial Hygienist (ACGIH) Threshold Limit Value (TLV) of 0.02 mg m-3 during the exposure window of 7-12 months prior to the nail being clipped. Investigating which exposure window was best reflected by toenail Mn reproduced the result from another study of toenail Mn being significantly (P < 0.001) associated with exposure 7-12 months prior to the nail being clipped. Lastly, we found that dietary intake, body mass index, age, smoking status, and ethnicity had no significant effect on toenail Mn concentrations. Our results suggest that toenail Mn is a sensitive, specific, and easy-to-acquire biomarker of Mn exposure, which is feasible to be used in an industrial welder population.
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Registered trials
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