Evidence map›Paper›PMID 36495569›Full record

ArticleInternational journal of epidemiology2023

Ambient temperature during pregnancy and fetal growth in Eastern Massachusetts, USA.

Michael Leung, Francine Laden, Brent A Coull, Anna M Modest, Michele R Hacker, Blair J Wylie, Hari S Iyer, Jaime E Hart, Yaguang Wei, Joel Schwartz and 2 more

Open access · bronzeAbstract read
In one paragraph

Article in International journal of epidemiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
2.4field-weighted citation impact, top 11% 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

17 citing papers in PubMed, 25 citations in OpenAlex.

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  6. Lethal Heat and Humidity Events.Annual review of environment and resources · 2025
    Article
  7. Associations of climatic factors with pregnancy loss in Nicosia, Cyprus.Journal of exposure science & environmental epidemiology · 2025
    Article
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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

12 authors at 4 institutions in 1 country.

Michael LeungDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.ORCID 0000-0003-4831-9566
Francine LadenDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Brent A CoullDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Anna M ModestDepartment of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, MA, USA.ORCID 0000-0001-6543-4078
Michele R HackerDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.ORCID 0000-0003-0217-9991
Blair J WylieDepartment of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, MA, USA.
Hari S IyerDivision of Population Sciences, Dana-Farber Cancer Institute, Boston, MA, USA.
Jaime E HartDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Yaguang WeiDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Joel SchwartzDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.ORCID 0000-0001-6168-378X
Marc G WeisskopfDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Stefania PapatheodorouDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Harvard University · USBeth Israel Deaconess Medical Center · USBrigham and Women's Hospital · USDana-Farber Cancer Institute · US

Funding

Translational Research Support CoreP30ES000002 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI SUSAN A KORRICK · 1985 to 2026
$44.6M
A national study on the effects of air pollution and temperature on children's neurodevelopmental outcomesR01ES034038 · NIEHS · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · PI Stefania Papatheodorou · 2023 to 2026
$2.8M
NIEHS NIH HHS P30 ES000002NIEHS NIH HHS R01 ES034038
6 · The paper itself

Abstract

backgroundLeft unabated, rising temperatures pose an escalating threat to human health. The potential effects of hot temperatures on fetal health have been under-explored. Here, we examined the association between prenatal ambient temperature exposure and fetal growth measures in a Massachusetts-based pregnancy cohort.

methodsWe used ultrasound measurements of biparietal diameter (BPD), head circumference (HC), femur length and abdominal circumference (AC), in addition to birthweight (BW), from 9446 births at Beth Israel Deaconess Medical Center from 2011 to 2016. Ultrasound scans were classified into three distinct gestational periods: 16-23 weeks, 24-31 weeks, 32+ weeks; and z-scores were created for each fetal growth measure using the INTERGROWTH-21st standards. We fitted distributed lag models to estimate the time-varying association between weekly temperature and fetal growth, adjusting for sociodemographic characteristics, seasonal and long-term trends, humidity and particulate matter (PM2.5).

resultsHigher ambient temperature was associated with smaller fetal growth measures. The critical window of exposure appeared to be Weeks 1-20 for ultrasound parameters, and high temperatures throughout pregnancy were important for BW. Associations were strongest for head parameters (BPD and HC) in early to mid-pregnancy, AC late in pregnancy and BW. For example, a 5ºC higher cumulative temperature exposure was associated with a lower mean AC z-score of -0.26 (95% CI: -0.48, -0.04) among 24-31-Week scans, and a lower mean BW z-score of -0.32 (95% CI: -0.51, -0.12).

conclusionHigher temperatures were associated with impaired fetal growth. This has major health implications given that extreme temperatures are more common and escalating.

Indexed as

Fetal DevelopmentHot TemperaturePrenatal Exposure Delayed EffectsBirth WeightCohort StudiesFemaleGestational AgeHumansInfant, NewbornMassachusettsPregnancyUltrasonography, Prenatalclimate changecritical windowfetal growthpregnancyTemperatureultrasound

Identifiers

PMID36495569
PMCPMC10244050
OpenAlexW4311013695

What OpenQuestion holds

Textmetadata
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.