Evidence map›Paper›PMID 39893911›Full record

ArticleEnvironment international2025

Evaluation of gestational nonpersistent pesticide exposure with newborn size and gestational length in rural Ghana using a novel time-varying extension of multiple informant models.

Wylie Bj, Kaali S, Duttweiler L, Ae-Ngibise Ka, Mujtaba M, Tawiah C, Gibson E, Calafat Am, Ospina M, Jack Dj and 9 more

Abstract read
In one paragraph

Article in Environment international, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
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

19 authors.

Wylie BjDepartment of Obstetrics and Gynecology, Columbia University Medical Center, 622 West 168th Street, New York, NY 10032, United States; Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, 722 West. 168th Street, New York, NY 10032, United States. Electronic address: ebj2107@cumc.columbia.edu.
Kaali SKintampo Health Research Centre, Ghana Health Service, P.O. Box 200, Kintampo North Municipality, Ghana.
Duttweiler LDepartment of Biostatistics, Harvard T. H. Chan School of Public Health, 677 Huntington Avenue, Boston, MA 02115, United States.
Ae-Ngibise KaKintampo Health Research Centre, Ghana Health Service, P.O. Box 200, Kintampo North Municipality, Ghana.
Mujtaba MKintampo Health Research Centre, Ghana Health Service, P.O. Box 200, Kintampo North Municipality, Ghana.
Tawiah CKintampo Health Research Centre, Ghana Health Service, P.O. Box 200, Kintampo North Municipality, Ghana.
Gibson EDepartment of Biostatistics, Harvard T. H. Chan School of Public Health, 677 Huntington Avenue, Boston, MA 02115, United States.
Calafat AmDivision of Laboratory Sciences, Centers for Disease Control and Prevention, 3719 N. Peachtree Road, Atlanta, GA 30341, United States.
Ospina MDivision of Laboratory Sciences, Centers for Disease Control and Prevention, 3719 N. Peachtree Road, Atlanta, GA 30341, United States.
Jack DjDepartment of Environmental Health Sciences, Columbia University Mailman School of Public Health, 722 West. 168th Street, New York, NY 10032, United States.
Agyei OKintampo Health Research Centre, Ghana Health Service, P.O. Box 200, Kintampo North Municipality, Ghana.
Lee AgDivision of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Mount Sinai School of Medicine, 1 Gustave L. Levy Place, New York, NY 10029, United States.
Roberts DjDepartment of Obstetrics and Gynecology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, United States.
Boamah-Kaali EaKintampo Health Research Centre, Ghana Health Service, P.O. Box 200, Kintampo North Municipality, Ghana.
Factor-Litvak PDepartment of Epidemiology, Columbia University Mailman School of Public Health, 722 West. 168th Street, New York, NY 10032, United States.
Modest AmDepartment of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, 330 Brookline Ave, Boston, MA 02215, United States.
Hauser RDepartment of Environmental Health, Harvard T. H. Chan School of Public Health, 677 Huntington Avenue, Boston, MA 02115, United States.
Coull BaDepartment of Biostatistics, Harvard T. H. Chan School of Public Health, 677 Huntington Avenue, Boston, MA 02115, United States; Department of Environmental Health, Harvard T. H. Chan School of Public Health, 677 Huntington Avenue, Boston, MA 02115, United States.
Asante KpKintampo Health Research Centre, Ghana Health Service, P.O. Box 200, Kintampo North Municipality, Ghana.

Funding

True Metal fac coreP30ES009089 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Steven N. Chillrud · 1998 to 2026
$44.7M
Translational Research Support CoreP30ES000002 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI JAIME ELIZABETH HART · 1985 to 2026
$44.6M
GRADUATE TRAINING IN BIOSTATISTICST32ES007142 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI Brent Andrew Coull · 1985 to 2026
$11.9M
Child Lung Development Following a Cookstove Intervention: Evidence from GRAPHSR01ES026991 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Darby Jack, Alison G Lee · 2017 to 2026
$5.6M
Intervening to Improve Birth Weight and Infant Respiratory Health in Rural GhanaR01ES019547 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI KINNEY, PATRICK LOTT · 2011 to 2016
$4.5M
Early life household air pollution, metal composition and cardiovascular health: Evidence from GRAPHSR01ES034433 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Darby Jack, Alison G Lee · 2022 to 2026
$3.5M
Maternal organophosphate pesticide exposure, low birth weight and placental injuryR01ES028688 · NIEHS · BETH ISRAEL DEACONESS MEDICAL CENTER · PI HACKER, MICHELE RENEE, WYLIE, BLAIR JOHNSON · 2018 to 2021
$2.1M
NIEHS NIH HHS P30 ES000002NIEHS NIH HHS P30 ES009089NIEHS NIH HHS R01 ES019547NIEHS NIH HHS R01 ES026991NIEHS NIH HHS R01 ES028688NIEHS NIH HHS R01 ES034433NIEHS NIH HHS T32 ES007142
6 · The paper itself

Abstract

backgroundGestational pesticide exposure may negatively affect newborn outcomes. Prior results evaluating nonpersistent pesticides are inconsistent.

objectiveTo examine associations between gestational exposure to nonpersistent pesticides and newborn outcomes and identify critical windows of susceptibility. STUDY

designIn a Ghanaian pregnancy cohort, we measured select biomarkers of organophosphate, pyrethroid, and herbicide pesticides in repeated urine samples (1-5/participant). We developed a new model for assessing critical windows of vulnerability from irregularly-timed measurements of nonpersistent pesticides, leveraging strengths from multiple informant and distributed lag models. We estimated associations of biomarker concentrations with newborn anthropometrics and gestational length, adjusting for confounders and exploring effect modification by infant sex and placental malaria.

results1,211 pregnant women contributed 3,786 gestational urinary samples. In models assuming constant associations with exposures across pregnancy, in a given week a doubling of 3-phenoxybenzoic acid (pyrethroid biomarker) was associated with a -15.8 g difference in birth weight (95 % CI:-28.1,-3.6), and a doubling of the 2,4-dichlorophenoxyacetic acid (2,4-D, herbicide biomarker) was associated with an 11.1 g increase in birth weight (95 % CI:1.0,21.1). In time-varying models, significant associations were identified for pyrethroid exposure measured between weeks 16-27, and for 2,4-D exposure measured during weeks 25-33. Organophosphates were not associated with birth weight. No associations were found for birth length or head circumference for any pesticide. In constant association models, a doubling of weekly 2,4-D was associated with a 0.05 week increase in gestational length (95 %CI:0.01,0.09); no associations were found with other biomarkers.

conclusionsWe identified associations between gestational exposure to nonpersistent pesticides and both birth size and gestational length. Extending multiple informant models to account for the complex data structure allowed us to discern effects in opposing directions by distinct pesticide classes. While estimated effects for a given week were modest, prolonged or repeated exposures could result in larger cumulative impacts.

Indexed as

Birth WeightEnvironmental PollutantsGestational AgeMaternal ExposureModels, StatisticalPesticides2,4-Dichlorophenoxyacetic AcidAdultBenzoatesBiomarkersEnvironmental PollutionFemaleGhanaHumansInfant, NewbornOrganophosphates2,4-Dichlorophenoxyacetic Acid3-phenoxybenzoic acidBenzoatesBiomarkersEnvironmental PollutantsOrganophosphatesPesticidesPyrethrinsBirth weightHerbicidesInsecticidesOrganophosphatesPesticidesPregnancyPyrethroids

Identifiers

PMID39893911
PMCPMC12108541

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.