Evidence map›Paper›PMID 34131613›Full record

ArticleEnvironmental epidemiology (Philadelphia, Pa.)2021

Associations between pesticide mixtures applied near home during pregnancy and early childhood with adolescent behavioral and emotional problems in the CHAMACOS study.

Carly Hyland, Patrick T Bradshaw, Robert B Gunier, Ana M Mora, Katherine Kogut, Julianna Deardorff, Sharon K Sagiv, Asa Bradman, Brenda Eskenazi

Open access · goldAbstract read
In one paragraph

Article in Environmental epidemiology (Philadelphia, Pa.), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
5.5field-weighted citation impact, top 5% 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

18 citing papers in PubMed, 34 citations in OpenAlex.

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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

9 authors at 3 institutions in 2 countries.

Carly HylandCenter for Environmental Research and Children's Health (CERCH), School of Public Health, University of California at Berkeley, Berkeley, California.
Patrick T BradshawDivision of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, California.
Robert B GunierCenter for Environmental Research and Children's Health (CERCH), School of Public Health, University of California at Berkeley, Berkeley, California.
Ana M MoraCenter for Environmental Research and Children's Health (CERCH), School of Public Health, University of California at Berkeley, Berkeley, California.
Katherine KogutCenter for Environmental Research and Children's Health (CERCH), School of Public Health, University of California at Berkeley, Berkeley, California.
Julianna DeardorffCenter for Environmental Research and Children's Health (CERCH), School of Public Health, University of California at Berkeley, Berkeley, California.
Sharon K SagivCenter for Environmental Research and Children's Health (CERCH), School of Public Health, University of California at Berkeley, Berkeley, California.
Asa BradmanCenter for Environmental Research and Children's Health (CERCH), School of Public Health, University of California at Berkeley, Berkeley, California.
Brenda EskenaziCenter for Environmental Research and Children's Health (CERCH), School of Public Health, University of California at Berkeley, Berkeley, California.
Center for Environmental Health · USUniversity of California, Berkeley · USUniversity of California, Merced · US

Funding

Project C: Epigenetic Effects of DDT/E and PBDEs on PubertyP01ES009605 · NIEHS · UNIVERSITY OF CALIFORNIA BERKELEY · PI ESKENAZI, BRENDA · 1999 to 2015
$11.2M
Effect of early life exposure to social adversity and pesticides on risk-taking behavior of 16-18 year olds: the CHAMACOS studyR01ES026994 · NIEHS · UNIVERSITY OF CALIFORNIA BERKELEY · PI ESKENAZI, BRENDA · 2016 to 2020
$3.9M
DDT & PBDE exposure, puberty onset and neurodevelopment in Mexican-American girlsR01ES017054 · NIEHS · UNIVERSITY OF CALIFORNIA BERKELEY · PI ESKENAZI, BRENDA · 2009 to 2013
$3.2M
Maintaining and Expanding the CHAMACOS Epidemiology Cohort Infrastructure for Future GenerationsR24ES028529 · NIEHS · UNIVERSITY OF CALIFORNIA BERKELEY · PI Robert Gunier · 2017 to 2026
$2.0M
Long-term sequelae of early life pesticide exposure in the CHAMACOS birth cohortUH3ES030631 · NIEHS · UNIVERSITY OF CALIFORNIA BERKELEY · PI ESKENAZI, BRENDA · 2019 to 2020
$1000k
NIEHS NIH HHS P01 ES009605NIEHS NIH HHS R01 ES017054NIEHS NIH HHS R01 ES026994NIEHS NIH HHS R24 ES028529NIEHS NIH HHS UH3 ES030631
6 · The paper itself

Abstract

Studies suggest that exposure to pesticides during pregnancy and early childhood is associated with adverse child neurodevelopment. Research to date has focused primarily on exposure to single pesticides or pesticide classes in isolation; there are little data on the effect of exposure to pesticide mixtures on child and adolescent neurodevelopment.

methodsUsing California's Pesticide Use Reporting database, we estimated agricultural pesticide use within 1 km of the home during the prenatal and postnatal (ages 0-5 years) periods among participants in the Center for the Health Assessment for Mothers and Children of Salinas (CHAMACOS) birth cohort. We implemented a Bayesian Hierarchical linear mixed-effects model to examine associations with maternal- and youth-reported behavioral and emotional problems from the Behavior Assessment System for Children, 2nd edition (BASC-2) at ages 16 and 18 years (n = 593).

resultsWe observed mostly null associations between pesticide applications and neurobehavioral outcomes. There were some trends of modestly increased internalizing behaviors and attention problems in association with organophosphate insecticide use near the home during the prenatal period. In the postnatal period, a two-fold increase in glyphosate applications was associated with more youth-reported depression (β = 1.2, 95% credible intervals [CrI] = 0.2, 2.2), maternal-reported internalizing behaviors (β = 1.23, 95% CrI = 0.2, 2.3), and anxiety (β = 1.2, 95% CrI = 0.2, 2.3). We observed some protective associations with imidacloprid during the prenatal period, particularly in sex-specific analyses.

conclusionsWe found only some subtle associations between some pesticides and neurobehavioral outcomes. This study extends previous work by considering potential exposure to mixtures of pesticides.

Indexed as

Adolescent healthBayesian methodsChildren’s healthGlyphosateNeonicotinoidsNeurodevelopmentOrganophosphatesPesticides

Identifiers

PMID34131613
PMCPMC8196094
OpenAlexW3159295292

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.