Evidence map›Paper›PMID 41365287›Full record

ArticleEnvironment international2026

Prenatal exposure to agricultural pesticide applications and gestational diabetes mellitus in the Az-PEARS population-based study (2014-2020).

Kimberly L Parra, Robin B Harris, Leslie V Farland, Paloma Beamer, Alfred J Fournier, Peter C Ellsworth, Melissa Furlong

Abstract read
In one paragraph

Article in Environment international, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Kimberly L ParraHarvard University, T.H. Chan School of Public Health, Department of Environmental Health, Boston, MA, USA. Electronic address: klparra@hsph.harvard.edu.
Robin B HarrisUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Department of Epidemiology and Biostatistics, Tucson, AZ, USA. Electronic address: rbharris@arizona.edu.
Leslie V FarlandUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Department of Epidemiology and Biostatistics, Tucson, AZ, USA; University of Arizona, College of Medicine-Tucson, Department of Obstetrics and Gynecology, Tucson, AZ, USA. Electronic address: lfarland@arizona.edu.
Paloma BeamerUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Department of Environmental Health Sciences, Tucson, AZ, USA. Electronic address: pbeamer@arizona.edu.
Alfred J FournierUniversity of Arizona, College of Agricultural and Life Sciences, Department of Entomology, Tucson, AZ, USA. Electronic address: fournier@cals.arizona.edu.
Peter C EllsworthUniversity of Arizona, College of Agricultural and Life Sciences, Department of Entomology, Tucson, AZ, USA. Electronic address: peterell@cals.arizona.edu.
Melissa FurlongUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Department of Environmental Health Sciences, Tucson, AZ, USA. Electronic address: mfurlong@arizona.edu.

Funding

Training Program in Environmental EpidemiologyT32ES007069 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI LADEN, FRANCINE · 1985 to 2024
$13.9M
Prenatal Exposure to Pesticide Mixtures and Childhood ADHDK99ES028743 · NIEHS · UNIVERSITY OF ARIZONA · PI FURLONG, MELISSA · 2018 to 2019
$163k
NIEHS NIH HHS K99 ES028743NIEHS NIH HHS T32 ES007069
6 · The paper itself

Abstract

backgroundOrganophosphates (OP), pyrethroids (PYR), and carbamates (CAR) are pesticides widely-used for agricultural commercial purposes. Animal studies suggest that they may disrupt glucose metabolism during pregnancy. Few epidemiological studies have examined associations between OP/PYR/CAR and gestational diabetes mellitus (GDM) risk, particularly during preconception (T0) and across pregnancy (Trimesters 1-3: T1-T3).

methodsIn this population-based study, we used Az-PEARS cohort, with 475,017 births from 2014 to 2020. Birth records were linked to Arizona's Pesticide Use Reports (PUR) to assess proximity to pesticide applications from maternal residence. Single pollutant models estimated associations between 3 pesticides classes, OP/PYR/CAR, and 18 active ingredients with GDM. Pesticide exposure within 500-meter buffer of the geocoded address of delivery was classified as any vs. none and log-transformed pounds applied. Risk ratios (RRs) and 95% confidence intervals (CIs) were calculated using logistic-binomial regression, adjusting for maternal age, race/ethnicity, education, child sex, conception year, birth season, and T4.

resultsSeveral PYR pesticides were linked to GDM risk at T0 and T1, including beta-cyfluthrin (T1: RR = 1.18, 95 %CI: 1.06, 1.29), bifenthrin (T0: RR = 1.18, 95 %CI: 1.03, 1.34), cypermethrin (T0: RR = 2.13, 95 %CI: 1.61, 2.66), and permethrin (T0: RR = 1.17, 95 %CI: 1.10, 1.23). Additionally, OP exposure at T3 (RR = 1.11, 95 %CI: 1.02, 1.20) was associated with higher risk of GDM. Specifically, acephate, bensulide, dimethoate, and ethephon had positive associations ranging from RR = 1.11 to RR = 1.89. DISCUSSION: Exposure to pyrethroids in T0, and organophosphates in T3 are associated with higher GDM risk. Our findings suggest that critical windows of pesticide exposure may be important considerations for GDM risk.

Indexed as

Diabetes, GestationalMaternal ExposurePesticidesPrenatal Exposure Delayed EffectsAdultAgricultureArizonaFemaleHumansOrganophosphatesPregnancyPyrethrinsYoung AdultOrganophosphatesPesticidesPyrethrinsGestational diabetes mellitusPesticidesPregnancy

Identifiers

PMID41365287
PMCPMC12935062

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LicenceCC BY-NC-ND
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Registered trials

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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.