Evidence map›Paper›PMID 30991177›Full record

ArticleEnvironmental research2019

Manganese exposure and working memory-related brain activity in smallholder farmworkers in Costa Rica: Results from a pilot study.

Vanessa A Palzes, Sharon K Sagiv, Joseph M Baker, Daniel Rojas-Valverde, Randall Gutiérrez-Vargas, Mirko S Winkler, Samuel Fuhrimann, Philipp Staudacher, José A Menezes-Filho, Allan L Reiss and 2 more

Open access · greenAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 2 pooled it
1.8field-weighted citation impact, top 17% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 2 syntheses or guidelines pooled it, 27 citations in OpenAlex.

  1. Pooled it
  2. Risk Factors for Brain Health in Agricultural Work: A Systematic Review.International journal of environmental research and public health · 2022
    Pooled it
  3. Association between blood manganese and cognitive function in a national representative survey.Journal of occupational medicine and toxicology (London, England) · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 8 institutions in 5 countries.

Vanessa A PalzesCentral American Institute for Studies on Toxic Substances (IRET), Universidad Nacional, Heredia, Costa Rica; Center for Environmental Research and Children's Health, School of Public Health, University of California, Berkeley, Berkeley, CA, USA.
Sharon K SagivCenter for Environmental Research and Children's Health, School of Public Health, University of California, Berkeley, Berkeley, CA, USA.
Joseph M BakerCenter for Interdisciplinary Brain Sciences Research, Division of Brain Sciences, Department of Psychiatry and Behavioral Sciences, School of Medicine, Stanford University, Stanford, CA, USA.
Daniel Rojas-ValverdeCentro de Investigación y Diagnóstico en Salud y Deporte, Universidad Nacional, Heredia, Costa Rica.
Randall Gutiérrez-VargasCentro de Investigación y Diagnóstico en Salud y Deporte, Universidad Nacional, Heredia, Costa Rica.
Mirko S WinklerDepartment of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland.
Samuel FuhrimannInstitute for Risk Assessment Sciences, Utrecht University, Utrecht, the Netherlands.
Philipp StaudacherSwiss Federal Institute of Aquatic Science and Technology (EAWAG), Zurich, Switzerland; Institute of Biogeochemistry and Pollutant Dynamics, Department of Environmental Systems Science, ETH Zürich, Zürich, Switzerland.
José A Menezes-FilhoFaculty of Pharmacy, Federal University of Bahia, Bahia, Brazil.
Allan L ReissCenter for Interdisciplinary Brain Sciences Research, Division of Brain Sciences, Department of Psychiatry and Behavioral Sciences, School of Medicine, Stanford University, Stanford, CA, USA; Department of Radiology, School of Medicine, Stanford University, Stanford, CA, USA.
Brenda EskenaziCenter for Environmental Research and Children's Health, School of Public Health, University of California, Berkeley, Berkeley, CA, USA.
Ana M MoraCentral American Institute for Studies on Toxic Substances (IRET), Universidad Nacional, Heredia, Costa Rica; Center for Environmental Research and Children's Health, School of Public Health, University of California, Berkeley, Berkeley, CA, USA. Electronic address: ana.mora.mora@una.cr.
University of California, Berkeley · USStanford University · USUniversidad Nacional · CRCenter for Environmental Health · USSwiss Federal Institute of Aquatic Science and Technology · CHUniversidade Federal da Bahia · BRUniversity of Basel · CHUtrecht University · NL

Funding

Long-term sequelae of early life pesticide exposure in the CHAMACOS birth cohortUG3OD023356 · OD · UNIVERSITY OF CALIFORNIA BERKELEY · PI ESKENAZI, BRENDA · 2016 to 2017
$2.6M
Investigation of the role of Turner syndrome on approximate number senseK99HD092883 · NICHD · STANFORD UNIVERSITY · PI BAKER, JOSEPH · 2018 to 2020
$327k
NICHD NIH HHS K99 HD092883NIH HHS UG3 OD023356
6 · The paper itself

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

ManganeseMemory, Short-TermBrainCosta RicaFarmersFemaleHumansMaleOccupational ExposurePilot ProjectsManganeseCosta RicaFarmworkersFunctional near-infrared spectroscopyMancozebManganeseNeuroimagingPesticidesWorking memory

Identifiers

PMID30991177
PMCPMC6581040
OpenAlexW2927420998

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.