Evidence map›Paper›PMID 41760923›Full record

ArticleJournal of exposure science & environmental epidemiology2026

Association between greenspace exposure before, during, and after pregnancy and autism spectrum disorder in offspring.

Bethsaida Cardona, Hayon Michelle Choi, Kristen Lyall, Jaime E Hart, Peter James, Marc G Weisskopf

Abstract read
In one paragraph

Article in Journal of exposure science & environmental epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Bethsaida CardonaDepartment of Epidemiology, Harvard TH Chan School of Public Health, Boston, MA, USA.
Hayon Michelle ChoiDepartment of Environmental Heath, Harvard TH Chan School of Public Health, Boston, MA, USA.
Kristen LyallAJ Drexel Autism Institute, Drexel University, Philadelphia, PA, USA. kld98@drexel.edu.
Jaime E HartDepartment of Environmental Heath, Harvard TH Chan School of Public Health, Boston, MA, USA.
Peter JamesDepartment of Environmental Heath, Harvard TH Chan School of Public Health, Boston, MA, USA.
Marc G WeisskopfDepartment of Epidemiology, Harvard TH Chan School of Public Health, Boston, MA, USA.

Funding

Translational Research Support CoreP30ES000002 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI JAIME ELIZABETH HART · 1985 to 2026
$44.6M
Life Course Cancer Epidemiology Cohort in WomenU01CA176726 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI ELIASSEN, A. HEATHER, WILLETT, WALTER C. · 2018 to 2025
$22.4M
Integrating lifecourse approaches, biologic and digital phenotypes in support of heart and lung disease epidemiologic researchU01HL145386 · NHLBI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI CHAVARRO, JORGE EDUARDO, MANSON, JOANN ELISABETH · 2019 to 2025
$17.8M
NCI NIH HHS U01 CA176726NHLBI NIH HHS U01 HL145386NIEHS NIH HHS P30 ES000002
6 · The paper itself

Abstract

backgroundGreenspace exposure in the period surrounding pregnancy may influence autism spectrum disorder (ASD) risk in offspring by reducing risk factors or mitigating effects through various pathways. Current research is limited but suggestive.

objectiveWe explored the association between greenspace exposure during pregnancy and ASD risk, assessing potential periods of susceptibility: 3 months preconception; first, second, and third trimester; and 3 months post-birth.

methodsWe conducted a nested case-control study within the Nurses' Health Study II (NHSII), a US prospective cohort followed up biennially. Cases were children of NHSII participants who were maternally reported to have ASD (n = 245). Controls were randomly selected from the full cohort and frequency matched to cases by birth year (n = 1526). Greenspace exposure was assessed using the satellite-based normalized difference vegetation index (NDVI) measured within 270 m and 1230 m radial buffers of the residential address of participants. Temporally matched, time-linked NDVI was used to calculate greenspace exposure for each potential period of susceptibility. Multivariable adjusted logistic regression models were applied to obtain effect estimates.

resultsGreenspace exposure during pregnancy was inversely associated with ASD risk when NDVI was measured within a 270 m radial buffer of the residential address. Specifically, an interquartile range (0.144) increase in NDVI during the first trimester decreased the odds of ASD by 25% (odds ratio=0.75, 95% confidence interval: 0.56, 0.99) in a model adjusting for other time periods of exposure. There was no other 3-month exposure period significantly associated with ASD. Adjusting for PM SIGNIFICANCE: This study found that greenspace exposure during pregnancy was inversely associated with ASD, with the first trimester being a critical exposure period. Implications for urban and city design provide compelling reasons to increase research in this field. IMPACT STATEMENT: Ours is the first study to report an inverse association between greenspace exposure during pregnancy and autism spectrum disorder risk in offspring that was specific to the first trimester. An interquartile range increase in satellite-based normalized difference vegetation index exposure (0.114) within a 270 m radial buffer of the residential address decreased the odds of ASD by 25% (odds ratio=0.75, 95% confidence interval: 0.56, 0.99). Future research is warranted to confirm these findings in other populations and explore the pathways by which greenspace may mitigate risk. Implications for urban and city design provide compelling reasons to increase research in this field.

Indexed as

Autism Spectrum DisorderEnvironmental ExposureMaternal ExposureParks, RecreationalPrenatal Exposure Delayed EffectsAdultCase-Control StudiesFemaleHumansMalePregnancyProspective StudiesRisk FactorsUnited StatesEpidemiologyGreenspaceMaternal and fetal exposure/healthNeurodevelopmentVulnerable Populations

Identifiers

PMID41760923
PMCPMC13143818

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.