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

dc.contributor.authorRojas Valverde, Daniel
dc.contributor.authorGutierrez Vargas, Randall
dc.contributor.authorFuhrimann, Samuel
dc.contributor.authorMenezes Filho, José
dc.contributor.authorMora, Ana Maria
dc.contributor.authorPalzes, Vanessa
dc.contributor.authorSagiv, Sharon
dc.contributor.authorBaker, Joseph
dc.contributor.authorWinkler, Mirko
dc.contributor.authorStaudacher, Philipp
dc.contributor.authorReiss, Allan
dc.contributor.authorEskenazi, Brenda
dc.date.accessioned2026-05-12T16:35:10Z
dc.date.available2026-05-12T16:35:10Z
dc.date.issued2019-04-06
dc.description.abstractMain 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 egression 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 ssociations of elevated Mn exposure with neurotoxic effects.
dc.description.procedenceInstituto Regional de Estudios en Sustancias Tóxicas (IRET)
dc.description.sponsorshipUniversidad Nacional, Costa Ricaes_ES
dc.description.sponsorshipUniversidad de California, Estados Unidoses_ES
dc.description.sponsorshipUniversidad Stanford, Estados Unidoses_ES
dc.description.sponsorshipInstituto Suizo de Salud Pública y Tropical, Suizaes_ES
dc.description.sponsorshipUniversidad de Basilea, Suizaes_ES
dc.description.sponsorshipUniversidad de Utrecht, Países Bajoses_ES
dc.description.sponsorshipInstituto Federal Suizo de Ciencia y Tecnología Acuáticas, Suizaes_ES
dc.description.sponsorshipEth de Zurich, Suizaes_ES
dc.description.sponsorshipUniversidad Federal de Bahía, Brasiles_ES
dc.identifier.doi10.1016/j.envres.2019.04.006
dc.identifier.issn00139351
dc.identifier.urihttps://hdl.handle.net/11056/34460
dc.language.isoenges_ES
dc.publisherAcademic Press Inc.es_ES
dc.rightsAcceso abiertoes_ES
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.sourceEnvironmental Research (2019) volumen 173. Paginas 539-548
dc.subjectMANGANESE
dc.subjectMANCOZEB
dc.subjectPESTICIDES
dc.subjectFARMWORKERS
dc.subjectNEUROIMAGING
dc.subjectSPECTROSCOPY
dc.subjectWORKING MEMORY
dc.subjectCOSTA RICA
dc.subjectPESTICIDA
dc.subjectTRABAJADORES AGRÍCOLAS
dc.subjectESPECTROSCOPÍA
dc.subjectMEMORIA DE TRABAJO
dc.titleManganese exposure and working memory-related brain activity in smallholder farmworkers in Costa Rica: Results from a pilot studyes_ES
dc.typehttp://purl.org/coar/resource_type/c_6501es_ES

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