Evidence map›Paper›PMID 42177794›Full record

ArticleInternational journal of epidemiology2026

Associations of ambient temperature exposure with embryonic and early fetal development.

Esmée Essers, Jasmin M de Groot, Naomi Graafland, Romy Gonçalves, Carmen Iñiguez, Sami Petricola, Vincent Jaddoe, Hanan El Marroun, Henning Tiemeier, Eric Steegers and 3 more

Abstract read
In one paragraph

Article in International journal of 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

13 authors.

Esmée EssersISGlobal, Barcelona, Spain.ORCID 0000-0003-3285-7431
Jasmin M de GrootThe Generation R Study Group, Erasmus University Medical Center, Rotterdam, The Netherlands.ORCID 0000-0002-1461-3831
Naomi GraaflandThe Generation R Study Group, Erasmus University Medical Center, Rotterdam, The Netherlands.ORCID 0000-0001-6035-2743
Romy GonçalvesThe Generation R Study Group, Erasmus University Medical Center, Rotterdam, The Netherlands.ORCID 0000-0002-7565-1938
Carmen IñiguezSpanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain.ORCID 0000-0002-5156-0732
Sami PetricolaISGlobal, Barcelona, Spain.ORCID 0000-0002-0432-0664
Vincent JaddoeThe Generation R Study Group, Erasmus University Medical Center, Rotterdam, The Netherlands.ORCID 0000-0003-2939-0041
Hanan El MarrounDepartment of Child and Adolescent Psychiatry/Psychology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands.ORCID 0000-0002-9763-5015
Henning TiemeierDepartment of Social and Behavioural Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States.ORCID 0000-0002-4395-1397
Eric SteegersDepartment of Obstetrics and Gynaecology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands.ORCID 0000-0001-6658-9274
Melek RousianDepartment of Obstetrics and Gynaecology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands.
Annemarie MuldersDepartment of Obstetrics and Gynaecology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands.ORCID 0000-0002-4407-8323
Mònica GuxensISGlobal, Barcelona, Spain.ORCID 0000-0002-8624-0333

Funding

Agence Nationale de Securite Sanitaire de l'Alimentation de l'Environnement et du Travail EST-18 RF-25Erasmus Medical CenterErasmus Medical Center RotterdamErasmus University RotterdamEuropean Union's Horizon 2020 research and innovation program 874583European Union's Horizon Europe Research and Innovation Programme 101057529Generalitat de Catalunya through the CERCAInstituto de Salud Carlos III CEX2023-001290-SInstituto de Salud Carlos III MCIN/AEI/10.13039/501100011033Instituto de Salud Carlos III PI20/01695Ministry of Health, Welfare and SportMunicipal Health Service Rotterdam AreaNetherlands Organization for Health Research and DevelopmentNetherlands Organization for Scientific ResearchRotterdam Homecare FoundationStichting Trombosedienst & Artsenlaboratorium Rijnmond (STAR-MDC)Stichting Volksbond Rotterdam and the Netherlands Organization for Scientific Research (NWO) Aspasia 015.016.056
6 · The paper itself

Abstract

backgroundExposure to heat and cold are associated with adverse birth outcomes, but whether ambient temperature affects embryonic and early fetal development remains unclear. We aimed to examine the association between ambient temperature exposure during early pregnancy and crown-rump length (CRL).

methodsData from the Generation R Next Study (2017-2021) were analysed, with findings replicated in the Generation R Study (2002-2006), both population-based cohorts based in Rotterdam, The Netherlands. Weekly mean temperatures were modeled from the last menstrual period onward at a spatial resolution of 100 × 100 m by using the UrbClim™ model. The CRL was measured via 2D ultrasound at approximately 8, 10, and 12 weeks' gestation in pregnancies with regular menstrual cycles. Distributed lag nonlinear models were applied.

resultsIn Generation R Next (N = 1378; mean maternal age 31.9 years), higher temperatures during the first 9 weeks were associated with a smaller CRL at 12 weeks {e.g. -7.2 mm [95% confidence interval (CI) -12.0, -2.3] at 19.2 vs 9.0°C during weeks 1-6}. Colder exposures during the first 11 weeks were also associated with a smaller CRL [-7.6 mm (95% CI -11.9, -3.3) at 3.6 vs 9.0°C during weeks 1-11]. No associations were observed for CRL at 8 or 10 weeks. Similar associations with cold, but not heat, were observed in the replication cohort (N = 1520).

conclusionModerate cold and heat exposure during early pregnancy may affect fetal development as early as the first trimester. These findings indicate that early gestational development may be sensitive to ambient temperature and, as environmental conditions shift, may have potential clinical implications for birth outcomes and long-term health.

Indexed as

Cold TemperatureCrown-Rump LengthEmbryonic DevelopmentFetal DevelopmentHot TemperatureMaternal ExposureAdultFemaleGestational AgeHumansNetherlandsPregnancyPregnancy Trimester, Firstclimate changecohort studyembryonic sizeenvironmental pollutionfirst trimesterpregnancy

Identifiers

PMID42177794
PMCPMC13198863

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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.