Brooklyn J Fraser, Leigh Blizzard, Grant R Tomkinson, Terence Dwyer, Alison J Venn, Costan G Magnussen
{"title":"Added predictive value of childhood physical fitness to traditional risk factors for adult cardiovascular disease.","authors":"Brooklyn J Fraser, Leigh Blizzard, Grant R Tomkinson, Terence Dwyer, Alison J Venn, Costan G Magnussen","doi":"10.1093/eurjpc/zwaf102","DOIUrl":null,"url":null,"abstract":"<p><strong>Aim: </strong>Childhood physical fitness is a predictor of cardiovascular (CV) health but is underutilised in health surveillance. This study determined the predictive utility of child physical fitness levels on obesity, hypertension, dyslipidaemia, and the metabolic syndrome (MetS) in adulthood over traditional CV risk factors in childhood.</p><p><strong>Methods: </strong>A longitudinal cohort study of Childhood Determinants of Adult Health Study participants who had their fitness (cardiorespiratory fitness (CRF): 1.6 km run/walk, physical work capacity at 170 beats per minute; muscular fitness: dominant handgrip strength, standing long jump) measured as children and their CV health assessed as children and adults (mean follow-up=27 years). Participants had their body mass index (BMI), waist circumference, blood pressure, fasting blood sample (lipids, glucose), and smoking status assessed as children in 1985 and in early adulthood (2004-06, 26-36 years) and/or middle adulthood (2014-19, 36-49 years) where obesity, hypertension, dyslipidaemia, and MetS were defined. Logistic regression was used to model associations (N range=578-5049).</p><p><strong>Results: </strong>Additionally considering childhood CRF or muscular fitness improved the ability to discriminate and fit models to predict adult obesity, low HDL-C and MetS when added to demographics (age, sex) and the corresponding measure in childhood (BMI, HDL-C, CV risk score), as reflected by increments in area under the curve (Δrange=0.003-0.022), net reclassification index (range=0.026-0.149), integrated discrimination index (range=0.003-0.027), reductions in deviance and Brier scores, and statistically significant likelihood ratio tests.</p><p><strong>Conclusion: </strong>CRF and muscular fitness are independent health indicators that could complement other risk factors in childhood to identify individuals at increased long-term CV risk.</p>","PeriodicalId":12051,"journal":{"name":"European journal of preventive cardiology","volume":" ","pages":""},"PeriodicalIF":8.4000,"publicationDate":"2025-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European journal of preventive cardiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/eurjpc/zwaf102","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
Aim: Childhood physical fitness is a predictor of cardiovascular (CV) health but is underutilised in health surveillance. This study determined the predictive utility of child physical fitness levels on obesity, hypertension, dyslipidaemia, and the metabolic syndrome (MetS) in adulthood over traditional CV risk factors in childhood.
Methods: A longitudinal cohort study of Childhood Determinants of Adult Health Study participants who had their fitness (cardiorespiratory fitness (CRF): 1.6 km run/walk, physical work capacity at 170 beats per minute; muscular fitness: dominant handgrip strength, standing long jump) measured as children and their CV health assessed as children and adults (mean follow-up=27 years). Participants had their body mass index (BMI), waist circumference, blood pressure, fasting blood sample (lipids, glucose), and smoking status assessed as children in 1985 and in early adulthood (2004-06, 26-36 years) and/or middle adulthood (2014-19, 36-49 years) where obesity, hypertension, dyslipidaemia, and MetS were defined. Logistic regression was used to model associations (N range=578-5049).
Results: Additionally considering childhood CRF or muscular fitness improved the ability to discriminate and fit models to predict adult obesity, low HDL-C and MetS when added to demographics (age, sex) and the corresponding measure in childhood (BMI, HDL-C, CV risk score), as reflected by increments in area under the curve (Δrange=0.003-0.022), net reclassification index (range=0.026-0.149), integrated discrimination index (range=0.003-0.027), reductions in deviance and Brier scores, and statistically significant likelihood ratio tests.
Conclusion: CRF and muscular fitness are independent health indicators that could complement other risk factors in childhood to identify individuals at increased long-term CV risk.
期刊介绍:
European Journal of Preventive Cardiology (EJPC) is an official journal of the European Society of Cardiology (ESC) and the European Association of Preventive Cardiology (EAPC). The journal covers a wide range of scientific, clinical, and public health disciplines related to cardiovascular disease prevention, risk factor management, cardiovascular rehabilitation, population science and public health, and exercise physiology. The categories covered by the journal include classical risk factors and treatment, lifestyle risk factors, non-modifiable cardiovascular risk factors, cardiovascular conditions, concomitant pathological conditions, sport cardiology, diagnostic tests, care settings, epidemiology, pharmacology and pharmacotherapy, machine learning, and artificial intelligence.