Predictors in Youth of Adult Cardiovascular Events

dc.contributor.authorNuotio, Joel
dc.contributor.authorLaitinen, Tomi T.
dc.contributor.authorMagnussen, Costan G.
dc.contributor.authorSinaiko, Alan R.
dc.contributor.authorBazzano, Lydia A.
dc.contributor.authorDaniels, Stephen R.
dc.contributor.authorJacobs, David R.
dc.contributor.authorKartiosuo, Noora
dc.contributor.authorKoskinen, Juha
dc.contributor.authorBurgner, David P.
dc.contributor.authorKähönen, Mika
dc.contributor.authorRaitakari, Olli T.
dc.contributor.authorSteinberger, Julia
dc.contributor.authorUrbina, Elaine M.
dc.contributor.authorVenn, Alison J.
dc.contributor.authorViikari, Jorma S. A.
dc.contributor.authorWoo, Jessica G.
dc.contributor.authorDwyer, Terence
dc.contributor.authorJuonala, Markus
dc.contributor.organizationfi=InFLAMES Lippulaiva|en=InFLAMES Flagship|
dc.contributor.organizationfi=kliininen fysiologia ja isotooppilääketiede|en=Clinical Physiology and Isotope Medicine|
dc.contributor.organizationfi=kliininen laitos|en=Department of Clinical Medicine|
dc.contributor.organizationfi=sisätautioppi|en=Internal Medicine|
dc.contributor.organizationfi=sydäntutkimuskeskus|en=Cardiovascular Medicine (CAPC)|
dc.contributor.organizationfi=tilastotiede|en=Statistics|
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-code1.2.246.10.2458963.20.40502528769
dc.contributor.organization-code1.2.246.10.2458963.20.42133013740
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.contributor.organization-code1.2.246.10.2458963.20.61334543354
dc.contributor.organization-code1.2.246.10.2458963.20.68445910604
dc.contributor.organization-code2607008
dc.converis.publication-id458976076
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/458976076
dc.date.accessioned2026-01-21T13:31:20Z
dc.date.available2026-01-21T13:31:20Z
dc.description.abstract<p>BACKGROUND AND OBJECTIVES:</p><p>Childhood risk factors are associated with cardiovascular events in adulthood. We compared the utility of a risk model based solely on nonlaboratory risk factors in adolescence versus a model that additionally included lipids to predict cardiovascular events in adulthood.</p><p>METHODS:</p><p>The study comprised 11 550 participants from 7 longitudinal cohort studies in the United States, Australia, and Finland with risk factor measurements in adolescence and followed into adulthood. The adolescent risk factors were defined by using clinical standards including overweight or obesity, elevated blood pressure, smoking, and borderline high or high levels of total cholesterol and triglycerides. The main outcomes were medically adjudicated fatal or nonfatal cardiovascular disease events occurring after age 25.</p><p>RESULTS:</p><p>Of 11 550 participants (55.1% female, mean age 50.0 ± 7.7 years), 513 (4.4%) had confirmed cardiovascular events. In a multivariable model (hazard ratio [95% confidence interval]), elevated blood pressure (1.25 [1.03–1.52]), overweight (1.76 [1.42–2.18]), obesity (2.19 [1.62–2.98]), smoking (1.63 [1.37–1.95]), and high total cholesterol (1.79 [1.39–2.31]) were predictors of cardiovascular events (<em>P</em> < .05). The addition of lipids (total cholesterol and triglycerides) into the nonlaboratory model (age, sex, blood pressure, BMI, and smoking) did not improve discrimination in predicting cardiovascular events (C-statistics for the lipid model 0.75 [SD 0.07] and nonlaboratory model 0.75 [0.07], <em>P</em> = .82).</p><p>CONCLUSIONS:</p><p>Nonlaboratory-based risk factors and lipids measured in adolescence independently predicted adult cardiovascular events. The addition of lipid measurements to nonlaboratory risk factors did not improve the prediction of cardiovascular events.<br></p>
dc.identifier.eissn1098-4275
dc.identifier.jour-issn0031-4005
dc.identifier.olddbid213037
dc.identifier.oldhandle10024/196055
dc.identifier.urihttps://www.utupub.fi/handle/11111/54525
dc.identifier.urlhttps://doi.org/10.1542/peds.2024-066736
dc.identifier.urnURN:NBN:fi-fe2025082790516
dc.language.isoen
dc.okm.affiliatedauthorNuotio, Joel
dc.okm.affiliatedauthorLaitinen, Tomi
dc.okm.affiliatedauthorMagnussen, Costan
dc.okm.affiliatedauthorKartiosuo, Noora
dc.okm.affiliatedauthorKoskinen, Juha
dc.okm.affiliatedauthorRaitakari, Olli
dc.okm.affiliatedauthorViikari, Jorma
dc.okm.affiliatedauthorJuonala, Markus
dc.okm.affiliatedauthorDataimport, Kliininen fysiologia
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline112 Statistics and probabilityen_GB
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline3142 Public health care science, environmental and occupational healthen_GB
dc.okm.discipline112 Tilastotiedefi_FI
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.discipline3142 Kansanterveystiede, ympäristö ja työterveysfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherAmerican Academy of Pediatrics (AAP)
dc.publisher.countryUnited Statesen_GB
dc.publisher.countryYhdysvallat (USA)fi_FI
dc.publisher.country-codeUS
dc.relation.articlenumbere2024066736
dc.relation.doi10.1542/peds.2024-066736
dc.relation.ispartofjournalPediatrics
dc.relation.issue5
dc.relation.volume154
dc.source.identifierhttps://www.utupub.fi/handle/10024/196055
dc.titlePredictors in Youth of Adult Cardiovascular Events
dc.year.issued2024

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