Evidence map›Paper›PMID 40728180›Full record

ArticleJournal of the American Heart Association2025

Association of Prepregnancy Cardiovascular Risk Factors Clusters With Stillbirth Risk Across Racial and Ethnic Groups: A Nationwide Population-Based Study of 31.4 Million Singleton Births and 131 047 Stillbirths.

Jing Nie, Leandro F M Rezende, Gerson Ferrari, Yuan Qiu, Xiaoling Wang, Wentao Huang, Zhiping Niu, Xiong Chen, Dagfinn Aune

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Article in Journal of the American Heart Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Jing NiePopulation Research Institute, Nanjing University of Posts and Telecommunications Nanjing Jiangsu China.
Leandro F M RezendeChronic Disease Epidemiology Research Center, Department of Preventive Medicine, Escola Paulista de Medicina Universidade Federal de São Paulo Sao Paulo Brazil.ORCID 0000-0002-7469-1399
Gerson FerrariFacultad de Ciencias de la Salud Universidad Autónoma de Chile Providencia Chile.ORCID 0000-0003-3177-6576
Yuan QiuDepartment of Wound Repair The First Affiliated Hospital of Wenzhou Medical University Wenzhou Zhejiang China.
Xiaoling WangDepartment of Wound Repair The First Affiliated Hospital of Wenzhou Medical University Wenzhou Zhejiang China.
Wentao HuangPostanesthsia Care Unit, Department of Anesthesiology, State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer Sun Yat-sen University Cancer Center Guangzhou China.
Zhiping NiuDepartment of Environmental Health, School of Public Health Fudan University Shanghai China.ORCID 0000-0002-5204-7308
Xiong ChenDepartment of Wound Repair The First Affiliated Hospital of Wenzhou Medical University Wenzhou Zhejiang China.ORCID 0009-0004-5620-6785
Dagfinn AuneDepartment of Epidemiology and Biostatistics, School of Public Health Imperial College London London United Kingdom.ORCID 0000-0002-4533-1722

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe relationship between specific clusters of prepregnancy cardiovascular risk factors and stillbirth, particularly across racial and ethnic groups, remains understudied. We aimed to evaluate the association between 16 distinct cardiovascular risk clusters and stillbirth, emphasizing racial disparities.

methodsWe conducted a nationwide, population-based study using Centers for Disease Control and Prevention Natality and Fetal Death Data Files (2014-2022), including 31 408 776 singleton births and 131 047 stillbirths (≥20 weeks' gestation). Prepregnancy cardiovascular risk factors-diabetes, hypertension, smoking, and nonideal body mass index-were categorized into 16 mutually exclusive clusters. Modified Poisson regression with robust variance estimation was used to estimate adjusted relative risks and 95% CIs.

resultsThe analysis of the 16 groups defined by the 4 binary risk factors revealed that, compared with clusters without any risk factors, clusters with a single risk factor, absent the other 3, displayed varying degrees of stillbirth risk: prepregnancy diabetes posed the greatest risk (adjusted relative risk, 4.05 [95% CI, 3.74-4.39]), followed by prepregnancy hypertension (adjusted relative risk, 2.44 [95% CI, 2.27-2.63]), smoking (adjusted relative risk, 1.62 [95% CI, 1.58-1.67]), and unhealthy body mass index (adjusted relative risk, 1.33 [95% CI, 1.31-1.35]). The absolute excess risk attributable to biological interaction between 2 risk factors was observed in 2 of 6 risk combinations, predominantly those involving diabetes. Racial disparities were pronounced, with non-Hispanic Black mothers exhibiting the highest relative and absolute risks of stillbirth, nearly double that of non-Hispanic White mothers.

conclusionsPrepregnancy cardiovascular risk profiles are strongly associated with stillbirth, with marked racial and ethnic disparities. Simplified scoring systems may obscure heterogeneity in risk, reinforcing the need for race-conscious, targeted interventions.

Indexed as

Cardiovascular DiseasesEthnicityHeart Disease Risk FactorsPregnancy Complications, CardiovascularRacial GroupsStillbirthAdultFemaleHealth Status DisparitiesHumansHypertensionPregnancyRisk AssessmentRisk FactorsSmokingUnited Statescardiovascular healthepidemiologypregnancyrisk factorstillbirth

Identifiers

PMID40728180
PMCPMC12449984

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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.