Evidence map›Paper›PMID 36228750›Full record

ArticleNeurotoxicology2022

Pesticide exposure and cortical brain activation among farmworkers in Costa Rica.

Ana M Mora, Joseph M Baker, Carly Hyland, María G Rodríguez-Zamora, Daniel Rojas-Valverde, Mirko S Winkler, Philipp Staudacher, Vanessa A Palzes, Randall Gutiérrez-Vargas, Christian Lindh and 4 more

Open access · hybridFull text read
In one paragraph

Article in Neurotoxicology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
4.2field-weighted citation impact, top 6% 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

10 citing papers in PubMed, 1 synthesis or guideline pooled it, 21 citations in OpenAlex.

  1. Pooled it
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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

14 authors at 9 institutions in 4 countries.

Ana M MoraCenter for Environmental Research and Community Health (CERCH), School of Public Health, University of California, Berkeley, 1995 University Avenue, Suite 265, Berkeley, CA 94720, USA. Electronic address: animora@berkeley.edu.
Joseph M BakerCenter for Interdisciplinary Brain Sciences Research, Division of Brain Sciences, Department of Psychiatry and Behavioral Sciences, School of Medicine, Stanford University, 401 Quarry Road, Stanford, CA 94305, USA.
Carly HylandSchool of Public Health and Population Science, Boise State University, 1910 W University Dr, Boise, ID 83725, USA.
María G Rodríguez-ZamoraEscuela de Ingeniería en Seguridad Laboral e Higiene Ambiental (EISLHA), Instituto Tecnológico de Costa Rica, Calle 15, Avenida 14, 1 km Sur de la Basílica de los Ángeles, Cartago 30101, Provincia de Cartago, Costa Rica.
Daniel Rojas-ValverdeCentro de Investigación y Diagnóstico en Salud y Deporte, Escuela Ciencias del Movimiento Humano y Calidad de Vida, Campus Benjamin Nuñez, Universidad Nacional, Heredia 86-3000, Costa Rica.
Mirko S WinklerDepartment of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Socinstrasse 55, 4051 Basel, Switzerland; University of Basel, Peterspl. 1, 4001 Basel, Switzerland.
Philipp StaudacherSwiss Federal Institute of Aquatic Science and Technology (EAWAG), Ueberlandstrasse 133, 8600 Dübendorf, Switzerland.
Vanessa A PalzesDrug and Alcohol Research Team at the Kaiser Permanente Northern California's Division of Research, 2000 Broadway, Oakland, CA 94612, USA.
Randall Gutiérrez-VargasCentro de Investigación y Diagnóstico en Salud y Deporte, Escuela Ciencias del Movimiento Humano y Calidad de Vida, Campus Benjamin Nuñez, Universidad Nacional, Heredia 86-3000, Costa Rica.
Christian LindhDivision of Occupational and Environmental Medicine, Institute of Laboratory Medicine, Lund University, Scheelevägen 2, 22363 Lund, Sweden.
Allan L ReissCenter for Interdisciplinary Brain Sciences Research, Division of Brain Sciences, Department of Psychiatry and Behavioral Sciences, School of Medicine, Stanford University, 401 Quarry Road, Stanford, CA 94305, USA; Department of Radiology, School of Medicine, Stanford University, 401 Quarry Road, Stanford, CA 94305, USA.
Brenda EskenaziCenter for Environmental Research and Community Health (CERCH), School of Public Health, University of California, Berkeley, 1995 University Avenue, Suite 265, Berkeley, CA 94720, USA.
Samuel FuhrimannDepartment of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Socinstrasse 55, 4051 Basel, Switzerland; University of Basel, Peterspl. 1, 4001 Basel, Switzerland.
Sharon K SagivCenter for Environmental Research and Community Health (CERCH), School of Public Health, University of California, Berkeley, 1995 University Avenue, Suite 265, Berkeley, CA 94720, USA.
Center for Environmental Health · USStanford University · USSwiss Tropical and Public Health Institute · CHUniversidad Nacional · CRBoise State University · USInstituto Tecnológico de Costa Rica · CRKaiser Permanente · USLund University · SESwiss Federal Institute of Aquatic Science and Technology · CH

Funding

TRAINING FOR CHILD PSYCHIATRY AND CHILD DEVELOPMENTT32MH019908 · NIMH · STANFORD UNIVERSITY · PI IAN H GOTLIB, DAVID S HONG · 1993 to 2026
$6.3M
Early life exposure to agricultural pesticides and functional brain imaging in young adultsR21ES032592 · NIEHS · UNIVERSITY OF CALIFORNIA BERKELEY · PI REISS, ALLAN L, SAGIV, SHARON K. · 2021 to 2022
$453k
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 HD092883NIEHS NIH HHS R21 ES032592NIMH NIH HHS T32 MH019908
6 · The paper itself

Abstract

backgroundPrevious epidemiological studies have reported associations of pesticide exposure with poor cognitive function and behavioral problems. However, these findings have relied primarily on neuropsychological assessments. Questions remain about the neurobiological effects of pesticide exposure, specifically where in the brain pesticides exert their effects and whether compensatory mechanisms in the brain may have masked pesticide-related associations in studies that relied purely on neuropsychological measures.

methodsWe conducted a functional neuroimaging study in 48 farmworkers from Zarcero County, Costa Rica, in 2016. We measured concentrations of 13 insecticide, fungicide, or herbicide metabolites or parent compounds in urine samples collected during two study visits (approximately 3-5 weeks apart). We assessed cortical brain activation in the prefrontal cortex during tasks of working memory, attention, and cognitive flexibility using functional near-infrared spectroscopy (fNIRS). We estimated associations of pesticide exposure with cortical brain activation using multivariable linear regression models adjusted for age and education level.

resultsWe found that higher concentrations of insecticide metabolites were associated with reduced activation in the prefrontal cortex during a working memory task. For example, 3,5,6-trichloro-2-pyridinol (TCPy; a metabolite of the organophosphate chlorpyrifos) was associated with reduced activation in the left dorsolateral prefrontal cortex (β = -2.3; 95% CI: -3.9, -0.7 per two-fold increase in TCPy). Similarly, 3-phenoxybenzoic acid (3-PBA; a metabolite of pyrethroid insecticides) was associated with bilateral reduced activation in the dorsolateral prefrontal cortices (β = -3.1; 95% CI: -5.0, -1.2 and -2.3; 95% CI: -4.5, -0.2 per two-fold increase in 3-PBA for left and right cortices, respectively). These associations were similar, though weaker, for the attention and cognitive flexibility tasks. We observed null associations of fungicide and herbicide biomarker concentrations with cortical brain activation during the three tasks that were administered.

conclusionOur findings suggest that organophosphate and pyrethroid insecticides may impact cortical brain activation in the prefrontal cortex - neural dynamics that could potentially underlie previously reported associations with cognitive and behavioral function. Furthermore, our study demonstrates the feasibility and utility of fNIRS in epidemiological field studies.

Indexed as

ChlorpyrifosFungicides, IndustrialHerbicidesInsecticidesPesticidesPyrethrinsBenzoatesBrainCosta RicaFarmersHumans3-phenoxybenzoic acidBenzoatesChlorpyrifosFungicides, IndustrialHerbicidesInsecticidesPesticidesPyrethrinsCosta RicaFarmworkersFNIRSFunctional neuroimagingInsecticides

Identifiers

PMID36228750
PMCPMC10014323
OpenAlexW4304014634

What OpenQuestion holds

Textfull text, public
LicenceCC BY
measurements read40
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.