Trajectories of cardiovascular risk predict pregnancy outcomes: The Bogalusa Heart Study and the Cardiovascular Risk in Young Finns Study

dc.contributor.authorHarville Emily W.
dc.contributor.authorHakala Juuso O.
dc.contributor.authorRovio Suvi P.
dc.contributor.authorPahkala Katja
dc.contributor.authorRaitakari Olli
dc.contributor.authorLehtimäki Terho
dc.contributor.organizationfi=InFLAMES Lippulaiva|en=InFLAMES Flagship|
dc.contributor.organizationfi=sydäntutkimuskeskus|en=Cardiovascular Medicine (CAPC)|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.35734063924
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.contributor.organization-code1.2.246.10.2458963.20.68445910604
dc.contributor.organization-code2607004
dc.contributor.organization-code2607008
dc.converis.publication-id180538579
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/180538579
dc.date.accessioned2025-08-28T02:04:00Z
dc.date.available2025-08-28T02:04:00Z
dc.description.abstract<p><b>Background:</b> Life course patterns of change in risk-trajectories-affect health.Objectives: To examine how trajectories of cardiovascular risk factors are associated with pregnancy and birth outcomes.<br></p><p><b>Methods:</b> Data from two cohort studies participating in the International Childhood Cardiovascular Consortium-The Bogalusa Heart Study (BHS; started in 1973, N = 903 for this analysis) and the Cardiovascular Risk in Young Finns Study (YFS; started in 1980, N = 499) were used. Both followed children into adulthood and measured cardiovascular risk factors, including body mass index (BMI), systolic and diastolic blood pressure (SBP/DBP), total, lipoprotein (LDL)- and high density lipoprotein (HDL)-cholesterol and serum triglycerides. Discrete mixture modelling was used to divide each cohort into distinct trajectories according to these risk factors from childhood to early adulthood, and these groups were then used to predict pregnancy outcomes including small for gestational age (SGA; <10th study-specific percentile of gestational age by sex), preterm birth (PTB; <37 weeks' gestation), hypertensive disorders of pregnancy (HDP) and gestational diabetes mellitus (GDM), with control for age at baseline and at first birth, parity, socioeconomic status, BMI and smoking.<br></p><p><b>Results:</b> The models created more trajectories for BMI, SBP and HDL-cholesterol in the YFS than in BHS, for which three classes generally seemed to be sufficient to represent the groups in the population across risk factors. In BHS, the association between the higher and flatter DBP trajectory and PTB was aRR 1.77, 95% confidence interval [CI] 1.06, 2.96. In BHS the association between consistent total cholesterol and PTB was aRR 2.16, 95% CI 1.22, 3.85 and in YFS the association between elevated high trajectory and PTB was aRR 3.35, 95% CI 1.28, 8.79. Elevated-increasing SBP was associated with a higher risk of GH in BHS and increasing or persistent-obese BMI trajectories were associated with GDM in both cohorts (BHS: aRR 3.51, 95% CI 1.95, 6.30; YFS: aRR 2.61, 95% CI 0.96, 7.08).<br></p><p><b>Conclusions:</b> Trajectories of cardiovascular risk, particularly those that represent a consistent or more rapid worsening of cardiovascular health, are associated with a higher risk of pregnancy complications.<br></p>
dc.identifier.eissn1365-3016
dc.identifier.jour-issn0269-5022
dc.identifier.olddbid208528
dc.identifier.oldhandle10024/191555
dc.identifier.urihttps://www.utupub.fi/handle/11111/57973
dc.identifier.urlhttps://onlinelibrary.wiley.com/doi/10.1111/ppe.12995
dc.identifier.urnURN:NBN:fi-fe2025082788014
dc.language.isoen
dc.okm.affiliatedauthorHakala, Juuso
dc.okm.affiliatedauthorRovio, Suvi
dc.okm.affiliatedauthorPahkala, Katja
dc.okm.affiliatedauthorRaitakari, Olli
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline3123 Gynaecology and paediatricsen_GB
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.discipline3123 Naisten- ja lastentauditfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherWILEY
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.doi10.1111/ppe.12995
dc.relation.ispartofjournalPaediatric and Perinatal Epidemiology
dc.source.identifierhttps://www.utupub.fi/handle/10024/191555
dc.titleTrajectories of cardiovascular risk predict pregnancy outcomes: The Bogalusa Heart Study and the Cardiovascular Risk in Young Finns Study
dc.year.issued2023

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