ArticleEnvironmental research2019
Manganese exposure and working memory-related brain activity in smallholder farmworkers in Costa Rica: Results from a pilot study.
Article in Environmental research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 2 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
15 citing papers in PubMed, 2 syntheses or guidelines pooled it, 27 citations in OpenAlex.
- The application of fNIRS in studies on occupational workload: a systematic review.Frontiers in public health · 2025Pooled it
- Risk Factors for Brain Health in Agricultural Work: A Systematic Review.International journal of environmental research and public health · 2022Pooled it
- Association between blood manganese and cognitive function in a national representative survey.Journal of occupational medicine and toxicology (London, England) · 2026Article
- Air Pollution as an Environmental Risk Factor for Alzheimer's Disease and Related Dementias.Medical research archives · 2024Article
- Developmental dyslexia genes are selectively targeted by diverse environmental pollutants.BMC psychiatry · 2024Article
- Association between multiple-heavy-metal exposures and systemic immune inflammation in a middle-aged and elderly Chinese general population.BMC public health · 2024Article
- The association of manganese levels with red cell distribution width: A population-based study.PloS one · 2024Article
- Article
- Pesticide exposure and cortical brain activation among farmworkers in Costa Rica.Neurotoxicology · 2022Article
- Single and Combined Associations of Plasma and Urine Essential Trace Elements (Zn, Cu, Se, and Mn) with Cardiovascular Risk Factors in a Mediterranean Population.Antioxidants (Basel, Switzerland) · 2022Article
- Health Effects of Pesticide Exposure in Latin American and the Caribbean Populations: A Scoping Review.Environmental health perspectives · 2022Article
- Particulate Matter and Associated Metals: A Link with Neurotoxicity and Mental Health.Atmosphere · 2021Article
- Neurotoxicity mechanisms of manganese in the central nervous system.Advances in neurotoxicology · 2021Article
- Manganese Exposure and Neurologic Outcomes in Adult Populations.Neurologic clinics · 2020Review
- Comparative Analysis of Pesticide Use Determinants Among Smallholder Farmers From Costa Rica and Uganda.Environmental health insights · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors at 8 institutions in 5 countries.
Funding
Abstract
Main sources of manganese (Mn) in the general population are diet and drinking water. Mn is also found in ethylene bisdithiocarbamate (EBDC) fungicides used in agriculture or emitted into the air by ferromanganese plants and welding fumes, which can be additional environmental and occupational sources of exposure. High occupational Mn exposure has been linked with motor, behavioral, and cognitive impairment, but its effects on neural function remain poorly understood. We conducted a functional neuroimaging study in a sample of 48 farmworkers in Zarcero County, Costa Rica, an agricultural region where EBDC fungicides are sprayed. We measured Mn concentrations in farmworkers' toenails (n = 40 farmworkers) and hair (n = 33 farmworkers), and recorded brain activity in the dorsolateral prefrontal cortex during a letter-retrieval working memory task using functional near-infrared spectroscopy (fNIRS). We estimated exposure-outcome associations using multivariable linear regression models adjusted for age and education level. Geometric mean (geometric standard deviation) toenail and hair Mn concentrations were 0.40 μg/g (3.52) and 0.24 μg/g (3.54), respectively. We did not find strong evidence that Mn concentrations were associated with working memory-related brain activity in this sample of farmworkers; we also found null associations between working memory task accuracy and brain activity. However, our small sample size may have limited our ability to detect small effect sizes with statistical precision. Our study demonstrates that fNIRS can be a useful and feasible tool in environmental epidemiology for examining the effects of toxicants, like Mn, on neural function. This may prove to be important for elucidating neuropathological pathways that underlie previously reported associations of elevated Mn exposure with neurotoxic effects.
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.