Evidence map›Paper›PMID 41717910›Full record

ArticleJournal of the American Heart Association2026

Single-Multiple and Recurrent Pregnancy-Related Complications and Incident Cardiovascular Disease: A Nationwide Data Linkage Study in Wales, UK.

Tariq Al Bahhawi, Stephanie L Harrison, Deirdre A Lane, Flemming Skjøth, Iain Buchan, Andrew Sharp, Hoda Abbasizanjani, Ashley Akbari, Fatemeh Torabi, Julian Halcox and 2 more

Abstract read
In one paragraph

Article in Journal of the American Heart Association, 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. Journal of the American Heart Association · 2026
    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

12 authors.

Tariq Al BahhawiLiverpool Centre for Cardiovascular Science at University of Liverpool Liverpool John Moores University & Liverpool Heart and Chest Hospital Liverpool UK.ORCID 0000-0003-3803-9691
Stephanie L HarrisonLiverpool Centre for Cardiovascular Science at University of Liverpool Liverpool John Moores University & Liverpool Heart and Chest Hospital Liverpool UK.
Deirdre A LaneLiverpool Centre for Cardiovascular Science at University of Liverpool Liverpool John Moores University & Liverpool Heart and Chest Hospital Liverpool UK.ORCID 0000-0002-5604-9378
Flemming SkjøthDepartment of Clinical Medicine, Faculty of Health Aalborg University Aalborg Denmark.ORCID 0000-0003-2975-647X
Iain BuchanDepartment of Public Health, Policy and Systems, Institute of Population Health University of Liverpool Liverpool UK.ORCID 0000-0003-3392-1650
Andrew SharpHarris-Wellbeing Preterm Birth Research Centre University of Liverpool UK.ORCID 0000-0003-3396-7464
Hoda AbbasizanjaniPopulation Data Science, Swansea University Medical School, Faculty of Medicine, Health & Life Science Swansea University Swansea UK.ORCID 0000-0002-9575-4758
Ashley AkbariPopulation Data Science, Swansea University Medical School, Faculty of Medicine, Health & Life Science Swansea University Swansea UK.ORCID 0000-0003-0814-0801
Fatemeh TorabiPopulation Data Science, Swansea University Medical School, Faculty of Medicine, Health & Life Science Swansea University Swansea UK.ORCID 0000-0002-5853-4625
Julian HalcoxPopulation Data Science, Swansea University Medical School, Faculty of Medicine, Health & Life Science Swansea University Swansea UK.ORCID 0000-0001-6926-2947
Dharani K HapangamaLiverpool Women's Hospital NHS Foundation Trust Liverpool UK.ORCID 0000-0003-0270-0150
Gregory Y H LipLiverpool Centre for Cardiovascular Science at University of Liverpool Liverpool John Moores University & Liverpool Heart and Chest Hospital Liverpool UK.ORCID 0000-0002-7566-1626

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPregnancy-related complications are linked to increased cardiovascular disease risk, but comprehensive evaluations of diverse complications, particularly multiple or recurrent events, are limited.

methodsA national retrospective cohort study was conducted using the Secure Anonymised Information Linkage (SAIL) Databank in Wales. Exposures were hypertensive disorders of pregnancy, gestational diabetes, placental abruption, stillbirth, small for gestational age, fetal growth restriction, and preterm birth. Multiple complications were defined as >1 complication in the first pregnancy, and recurrent complications as the same complication in both the first and second pregnancies. Outcomes were incident ischemic heart disease, stroke, heart failure, and atrial fibrillation. Cox regression estimated hazard ratios (HRs).

resultsA total of 298 515 women (mean age 27.2 years; SD 6.1) were included. Multiple pregnancy-related complications were associated with increased risk of ischemic heart disease (hazard ratio HR, 2.88 [95% CI, 2.27-3.67]), stroke (HR, 2.03 [95% CI, 1.55-2.65]), heart failure (HR, 3.18 [95% CI, 2.34-4.32]), and atrial fibrillation (HR, 1.80 [95% CI, 1.20-2.72]) compared with no complications. A dose-response relationship was observed, with progressively higher cardiovascular disease risk for multiple compared with single complications and elevated risk for both groups relative to women without complications. Recurrent pregnancy-related complications increased the risk of ischemic heart disease (HR, 1.93 [95% CI, 1.26-2.95]), stroke (HR, 1.89 [95% CI, 1.25-2.85]), heart failure (HR, 3.61 [95% CI, 2.32-5.60]), and atrial fibrillation (HR, 2.45 [95% CI, 1.38-4.37]) compared with no complication.

conclusionsWomen experiencing pregnancy-related complications encounter higher risks of cardiovascular disease, especially with multiple or recurrent complications. Comprehensive cardiovascular risks assessment and targeted prevention should be prioritized for this group.

Indexed as

Cardiovascular DiseasesPregnancy ComplicationsAdultDatabases, FactualFemaleHumansIncidencePregnancyRecurrenceRetrospective StudiesRisk AssessmentRisk FactorsWalesYoung Adultatrial fibrillationcardiovascular diseasepregnancy complicationsrecurrent pregnancy complications

Identifiers

PMID41717910
PMCPMC13055781

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.