Evidence map›Paper›PMID 41608364›Full record

ArticleHealth science reports2026

How to Better Assess the Real Role of the Environment in Pregnancy, From Past to Future: A Relational Open Data Infrastructure Covering 30,000 Births.

Sophie Cot, Nadine Bernard, Berenger Martin, Honorine Gauthier-Manuel, Sophie Pujol, Frederic Mauny, Nicolas Mottet

Abstract read
In one paragraph

Article in Health science reports, 2026. 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

7 authors.

Sophie CotPôle Mère-Femme, Department of Obstetrics and Gynecology University Hospital of Besançon; University of Franche-Comte Besançon France.ORCID https://orcid.org/0000-0002-9867-4403
Nadine BernardChrono-environnement UMR6249 CNRS Université de Franche-Comté Besançon France.ORCID https://orcid.org/0000-0001-5775-8929
Berenger MartinCentre Hospitalier Universitaire de Besançon, uMETh CIC Besançon France.ORCID https://orcid.org/0000-0001-5760-8146
Honorine Gauthier-ManuelChrono-environnement UMR6249 CNRS Université de Franche-Comté Besançon France.ORCID https://orcid.org/0000-0002-1438-4952
Sophie PujolCentre Hospitalier Universitaire de Besançon, uMETh CIC Besançon France.ORCID https://orcid.org/0000-0003-1133-6098
Frederic MaunyChrono-environnement UMR6249 CNRS Université de Franche-Comté Besançon France.ORCID https://orcid.org/0000-0002-8512-2693
Nicolas MottetPôle Mère-Femme, Department of Obstetrics and Gynecology University Hospital of Besançon; University of Franche-Comte Besançon France.ORCID https://orcid.org/0000-0001-8451-4874

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: One of today's challenges in terms of understanding the real impact of the environment on pregnancy and its complications is the ability to work with real-life data that are correctly and extensively connected to data on the contamination of living environments and individualized exposures. We present a solution based on a data infrastructure that is directly usable for research. We describe (i) the methodological characteristics of the infrastructure, (ii) the geographical territory and environmental exposures covered by the infrastructure, and (iii) the initial description of the real-life health data of the included population. Methods: The infrastructure is a relational database that integrates routine obstetric care data from CHUB with individual environmental exposure data linked via home addresses. The infrastructure includes all deliveries at Besançon University Hospital (CHUB) from January 1, 2010, to December 31, 2021. Results: Our infrastructure included information on 20,376 women, 28,344 pregnancies, and 29,190 births. The infrastructure described includes 20% of deliveries in an administrative region of more than 1.5 million inhabitants. The quality of the data is linked to highly contrasted exposure of living areas within this region and temporal coverage of more than 10 years of obstetrical events. This infrastructure is a research tool with the capacity to incorporate data in the future. Conclusion: This infrastructure can be used to address a wide range of questions aimed at describing the phenomena of environmental exposure during pregnancy, multiple exposures and their cumulative effects, particularly the phenomena of mediation, interaction, or confusion.

Indexed as

databasedatabase management systemsdata warehousingenvironmental exposuresperinatalogypregnancy complications

Identifiers

PMID41608364
PMCPMC12838243

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.