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Kartiosuo N, Raitakari OT, Juonala M, Viikari JSA, Sinaiko AR, Venn AJ, Jacobs DR, Urbina EM, Woo JG, Steinberger J, Bazzano LA, Daniels SR, Magnussen CG, Rahimi K, Dwyer T. Cardiovascular Risk Factors in Childhood and Adulthood and Cardiovascular Disease in Middle Age. JAMA Netw Open 2024; 7:e2418148. [PMID: 38913374 PMCID: PMC11197443 DOI: 10.1001/jamanetworkopen.2024.18148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 04/18/2024] [Indexed: 06/25/2024] Open
Abstract
Importance Recent evidence suggests that childhood levels of serum lipids, blood pressure, body mass index (BMI), and smoking contribute to adult risk of cardiovascular disease (CVD). Evidence is lacking on whether this is independent of adult risk levels. Objective To quantify direct and indirect effects of childhood risk factors on adult CVD via adulthood risk factors using mediation analysis, and to quantify their relative importance during different life-course stages using a life-course approach. Design, Setting, and Participants This prospective cohort study followed participants from the US, Finland, and Australia from childhood (1970s-1990s) until 2019, with data on CVD risk factors in childhood and adulthood. Longitudinal childhood and adulthood risk factors were summarized to describe BMI, lipids, and blood pressure cumulatively. Childhood and adulthood smoking were assessed with questionnaires. Data analysis was performed May 2022 to August 2023. Main Outcomes and Measures The primary outcomes were fatal and nonfatal cardiovascular events in adulthood. Mediation analysis was used to estimate the direct and indirect effects of the childhood risk factors with CVD events, reported as incidence rate ratios (RRs) and 95% CIs. Results A total of 10 634 participants (4506 male participants [42.4%]; mean [SD] age at childhood visit, 13.3 [3.0] years; mean [SD] age at adulthood visit, 32.3 [6.0] years) were included in the cohort. The mean (SD) age at CVD event or censoring was 49.2 (7.0) years. The median (IQR) follow-up time was 23.6 (18.7-30.2) years. Childhood risk factors, (low-density lipoprotein cholesterol [LDL-C], total cholesterol [TC], triglycerides, systolic blood pressure [SBP], smoking, BMI, and a combined score of these) were associated with CVD. BMI (direct effect for incidence RR per 1 SD unit, 1.18; 95% CI, 1.05-1.34) and LDL-C (direct effect incidence RR, 1.16; 95% CI, 1.01-1.34) in particular were found to play an important role via direct pathways, whereas the indirect effects were larger for TC, triglycerides, SBP, and the combined score. Childhood smoking only affected CVD via adulthood smoking. Life-course models confirmed that for the risk of CVD, childhood BMI plays nearly as important role as adulthood BMI, whereas for the other risk factors and the combined score, adulthood was the more important period. Conclusions and Relevance In this cohort study of 10 634 participants, childhood risk factors were found to be associated both directly and indirectly to adult CVD, with the largest direct effect seen for BMI and LDL-C. These findings suggest that intervention for childhood risk factors, in particular BMI, is warranted to reduce incidence of adult CVD as it cannot be fully mitigated by risk factor management in adulthood.
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Affiliation(s)
- Noora Kartiosuo
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
- Department of Mathematics and Statistics, University of Turku, Turku, Finland
- Division of Medicine, Turku University Hospital, Turku, Finland
- Murdoch Children’s Research Institute, Melbourne, Victoria, Australia
| | - Olli T. Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland
| | - Markus Juonala
- Division of Medicine, Turku University Hospital, Turku, Finland
- Murdoch Children’s Research Institute, Melbourne, Victoria, Australia
- Department of Internal Medicine, University of Turku, Turku, Finland
| | - Jorma S. A. Viikari
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland
- Department of Internal Medicine, University of Turku, Turku, Finland
- Department of Medicine, University of Turku, Turku, Finland
| | - Alan R. Sinaiko
- Department of Pediatrics, University of Minnesota Medical School, University of Minnesota, Minneapolis
| | - Alison J. Venn
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - David R. Jacobs
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis
| | - Elaine M. Urbina
- Heart Institute, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Jessica G. Woo
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
- Division of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Julia Steinberger
- Department of Pediatrics, University of Minnesota Medical School, University of Minnesota, Minneapolis
| | - Lydia A. Bazzano
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana
| | - Stephen R. Daniels
- University of Colorado School of Medicine, and Anschutz Medical Campus, Children’s Hospital Colorado, Aurora
| | - Costan G. Magnussen
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
- Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
- Baker Department of Cardiometabolic Health, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Victoria, Australia
- Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, Adelaide, Australia
| | - Kazem Rahimi
- Nuffield Department of Women’s and Reproductive Health, University of Oxford, Oxford, United Kingdom
| | - Terence Dwyer
- Murdoch Children’s Research Institute, Melbourne, Victoria, Australia
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
- Nuffield Department of Women’s and Reproductive Health, University of Oxford, Oxford, United Kingdom
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Tian Y, Ma G, Zi J, Hu Y, Zeng Y, Li H, Luo H, Shan S, Xiong J, Cheng G. Sex- and time-specific associations of obesity with glycaemic traits: A two-step multivariate Mendelian randomization study. Diabetes Obes Metab 2024; 26:1443-1453. [PMID: 38240050 DOI: 10.1111/dom.15445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 12/15/2023] [Accepted: 12/22/2023] [Indexed: 03/05/2024]
Abstract
AIM To assess the sex- and time-specific causal effects of obesity-related anthropometric traits on glycaemic traits. MATERIALS AND METHODS We used univariate and multivariate Mendelian randomization to assess the causal associations of anthropometric traits (gestational variables, birth weight, childhood body mass index [BMI], BMI, waist-to-hip ratio [WHR], BMI-adjusted WHR [WHRadj BMI]) with fasting glucose and insulin in Europeans from the Early Growth Genetics Consortium (n ≤ 298 142), the UK Biobank, the Genetic Investigation of Anthropometric Traits Consortium (n ≤ 697 734; females: n ≤ 434 794; males: n ≤ 374 754) and the Meta-Analyses of Glucose and Insulin-related traits Consortium (n ≤ 151 188; females: n ≤ 73 089; males: n ≤ 67 506), adjusting for maternal genetic effects, smoking, alcohol consumption, and age at menarche. RESULTS We observed a null association for gestational variables, a negative association for birth weight, and positive associations for childhood BMI and adult traits (BMI, WHR, and WHRadj BMI). In female participants, increased birth weight causally decreased fasting insulin (betaIVW , -0.07, 95% confidence interval [CI] -0.11 to -0.03; p = 1.92 × 10-3 ), but not glucose levels, which was annulled by adjusting for age at menarche. In male participants, increased birth weight causally decreased fasting glucose (betainverse-variance-weighted (IVW) , -0.07, 95% CI -0.11 to -0.03; p = 3.22 × 10-4 ), but not insulin levels. In time-specific analyses, independent effects of birth weight were absent in female participants, and were more pronounced in male participants. Independent effects of childhood BMI were attenuated in both sexes; independent effects of adult traits differed by sex. CONCLUSIONS Our findings provide evidence for causal and independent effects of sex- and time-specific anthropometric traits on glycaemic variables, and highlight the importance of considering multiple obesity exposures at different time points in the life course.
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Affiliation(s)
- Ye Tian
- Department of Occupational and Environmental Health, Healthy Food Evaluation Research Center, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Guochen Ma
- Department of Occupational and Environmental Health, Healthy Food Evaluation Research Center, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Jing Zi
- Department of Occupational and Environmental Health, Healthy Food Evaluation Research Center, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Yifan Hu
- Department of Occupational and Environmental Health, Healthy Food Evaluation Research Center, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Yaxian Zeng
- Department of Occupational and Environmental Health, Healthy Food Evaluation Research Center, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Haoqi Li
- Department of Occupational and Environmental Health, Healthy Food Evaluation Research Center, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Hang Luo
- Department of Occupational and Environmental Health, Healthy Food Evaluation Research Center, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Shufang Shan
- Laboratory of Molecular Translational Medicine, Center for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China
| | - Jingyuan Xiong
- Department of Occupational and Environmental Health, Healthy Food Evaluation Research Center, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
- Food Safety Monitoring and Risk Assessment Key Laboratory of Sichuan Province, Chengdu, China
| | - Guo Cheng
- Laboratory of Molecular Translational Medicine, Center for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China
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Pihlman J, Magnussen CG, Laitinen TT, Ruohonen S, Pahkala K, Jokinen E, Laitinen TP, Hutri-Kähönen N, Tossavainen P, Taittonen L, Kähönen M, Viikari JSA, Raitakari OT, Juonala M, Nuotio J. Association of number of siblings with preclinical markers of cardiovascular disease. The cardiovascular risk in Young Finns study. INTERNATIONAL JOURNAL OF CARDIOLOGY. CARDIOVASCULAR RISK AND PREVENTION 2024; 20:200227. [PMID: 38115890 PMCID: PMC10726240 DOI: 10.1016/j.ijcrp.2023.200227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 11/30/2023] [Indexed: 12/21/2023]
Abstract
To investigate the association of number of siblings with preclinical cardiovascular disease (CVD) markers in adulthood. The sample comprised 2776 participants (54 % female) from the Cardiovascular Risk in Young Finns Study who had CVD risk factor data measured in childhood in 1980 (aged 3-18 years) and markers of preclinical CVD measured in adulthood. Echocardiography was performed in 2011, and carotid intima-media thickness, carotid distensibility, brachial flow-mediated dilatation, and arterial pulse wave velocity were measured in 2001 or 2007. The association between the number of siblings and preclinical CVD was assessed using generalized linear and logistic regression models. Analyses were stratified by sex as associations differed between sexes. Women with 1 sibling had lower E/e'-ratio (4.9, [95%CI 4.8-5.0]) in echocardiography compared with those without siblings (5.1[4.9-5.2]) and those with ≥2 more siblings (5.1[5.0-5.2]) (P for trend 0.01). Men without siblings had the lowest E/A-ratio (1.4[1.3-1.5]) compared with those with 1 sibling (1.5[1.5-1.5]), or ≥2 siblings (1.5[1.5-1.5]) (P for trend 0.01). Women without siblings had highest left ventricular ejection fraction (59.2 %[58.6-59.7 %]) compared with those with 1 sibling (59.1 %[58.8-59.4 %]), or ≥2 siblings (58.4 %[58.1-58.8 %])(P for trend 0.01). In women, brachial flow-mediated dilatation, a measure of endothelial function, was the lowest among participants with ≥2 siblings (9.4 %[9.0-9.8 %]) compared with those with 1 sibling (10.0 %[9.6-10.3 %]) and those without siblings (10.4 %[9.7-11.0 %])(P for trend 0.03). We observed that number of siblings may be associated with increased risk of heart failure in women. As the associations were somewhat inconsistent in males and females, further research is warranted.
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Affiliation(s)
- Jukka Pihlman
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
| | - Costan G. Magnussen
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
- Baker Heart and Diabetes Institute, Melbourne, Australia
| | - Tomi T. Laitinen
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
| | - Saku Ruohonen
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
| | - Katja Pahkala
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
- Paavo Nurmi Centre, Sports & Exercise Medicine Unit, Department of Physical Activity and Health, University of Turku, Turku, Finland
| | - Eero Jokinen
- Department of Paediatric Cardiology, Hospital for Children and Adolescents, University of Helsinki, Helsinki, Finland
| | - Tomi P. Laitinen
- Department of Clinical Physiology, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland
| | - Nina Hutri-Kähönen
- Department of Pediatrics, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Päivi Tossavainen
- Department of Pediatrics and Adolescent Medicine, Oulu University Hospital, MRC Oulu and Research Unit of Clinical Medicine, University of Oulu, Finland
| | - Leena Taittonen
- Department of Pediatrics and Adolescent Medicine, Oulu University Hospital, MRC Oulu and Research Unit of Clinical Medicine, University of Oulu, Finland
- Vaasa Central Hospital, Vaasa, Finland
| | - Mika Kähönen
- Department of Clinical Physiology, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Jorma SA. Viikari
- Department of Internal Medicine, University of Turku, Turku, Finland
- Division of Medicine, Turku University Hospital, Turku, Finland
| | - Olli T. Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Finland
| | - Markus Juonala
- Department of Internal Medicine, University of Turku, Turku, Finland
- Division of Medicine, Turku University Hospital, Turku, Finland
| | - Joel Nuotio
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
- Heart Center, Turku University Hospital and University of Turku, Turku, Finland
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4
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Balmes JR. Invited Perspective: Longitudinal Follow-up of a Household Air Pollution Trial in a Birth Cohort Yields an Impactful Finding. ENVIRONMENTAL HEALTH PERSPECTIVES 2024; 132:31306. [PMID: 38506829 PMCID: PMC10953815 DOI: 10.1289/ehp14480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 01/06/2024] [Accepted: 02/08/2024] [Indexed: 03/21/2024]
Affiliation(s)
- John R. Balmes
- Department of Medicine, University of California, San Francisco, San Francisco, California, USA
- School of Public Health, University of California, Berkeley, Berkeley, California, USA
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5
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Pihlman J, Nuotio J, Rovio S, Pahkala K, Ruohonen S, Jokinen E, Laitinen TP, Burgner DP, Hutri-Kähönen N, Tossavainen P, Taittonen L, Kähönen M, Viikari JSA, Raitakari OT, Magnussen CG, Juonala M. Exposure to parental smoking and cardiac structure and function in adulthood: the Cardiovascular Risk in Young Finns Study. Scand J Public Health 2024; 52:15-23. [PMID: 36071613 DOI: 10.1177/14034948221119611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND AIMS The relationship between childhood tobacco smoke exposure and cardiac structure and function in midlife is unclear. We investigated the association between parental smoking with cardiac structure and function in adulthood. METHODS 1250 participants (56.5% female) from the Cardiovascular Risk in Young Finns Study who had data on parental smoking and/or serum cotinine, a biomarker of exposure to tobacco smoke, at baseline 1980 (age 3-18 years) and echocardiography performed in 2011. Parental smoking hygiene (i.e., smoking in the vicinity of children) was categorized by parental smoking and serum cotinine levels in offspring. Dimensions of the left ventricle, diastolic and systolic function, and cardiac remodeling were used as outcomes. Analyses were adjusted for sex, age, and covariates (blood pressure (BP), serum lipids, body mass index, socioeconomic status, smoking (only in adulthood)) in childhood and adulthood. RESULTS Parental smoking was not associated with systolic or diastolic function in adulthood. Participants exposed to parental smoking (odds ratio (OR) 1.90, 95%CI 1.23-2.92), hygienic parental smoking (OR 1.74, 95%CI 1.12-2.71), and non-hygienic parental smoking (OR 1.88, 95%CI 1.02-3.45) had higher odds of concentric remodeling (relative wall thickness >85th sex-specific percentile without left ventricular hypertrophy). These associations were attenuated after adjustment for child and adult covariates in the non-hygienic parental smoking group. CONCLUSIONS Exposure to parental smoking in childhood was associated with a higher likelihood of concentric remodeling and thicker left ventricular and interventricular septal walls in midlife, which was not improved by parents who smoked hygienically. Parental smoking was not related to systolic or diastolic function in this relatively young population.
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Affiliation(s)
- Jukka Pihlman
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Finland
| | - Joel Nuotio
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Finland
| | - Suvi Rovio
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Finland
| | - Katja Pahkala
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Finland
| | - Saku Ruohonen
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Finland
| | - Eero Jokinen
- Department of Paediatric Cardiology, Hospital for Children and Adolescents, University of Helsinki, Finland
| | - Tomi P Laitinen
- Department of Clinical Physiology, University of Eastern Finland and Kuopio University Hospital, Finland
| | - David P Burgner
- Murdoch Children's Research Institute, The Royal Children's Hospital, Australia
- Department of Paediatrics, University of Melbourne, Australia
| | - Nina Hutri-Kähönen
- Department of Pediatrics, Faculty of Medicine and Health Technology, Tampere University, Finland
| | - Päivi Tossavainen
- Department of Pediatrics, PEDEGO Research Unit and Medical Research Center Oulu, University of Oulu, Finland
| | - Leena Taittonen
- Department of Pediatrics, PEDEGO Research Unit and Medical Research Center Oulu, University of Oulu, Finland
- Vaasa Central Hospital, Finland
| | - Mika Kähönen
- Department of Clinical Physiology, Faculty of Medicine and Health Technology, Tampere University, Finland
| | - Jorma S A Viikari
- Department of Medicine, University of Turku and Division of Medicine, Turku University Hospital, Finland
| | - Olli T Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Finland
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Finland
| | - Costan G Magnussen
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Finland
- Menzies Institute for Medical Research, University of Tasmania, Australia
| | - Markus Juonala
- Department of Medicine, University of Turku and Division of Medicine, Turku University Hospital, Finland
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Koskinen JS, Kytö V, Juonala M, Viikari JSA, Nevalainen J, Kähönen M, Lehtimäki T, Hutri‐Kähönen N, Laitinen TP, Tossavainen P, Jokinen E, Magnussen CG, Raitakari OT. Childhood Dyslipidemia and Carotid Atherosclerotic Plaque in Adulthood: The Cardiovascular Risk in Young Finns Study. J Am Heart Assoc 2023; 12:e027586. [PMID: 36927037 PMCID: PMC10122878 DOI: 10.1161/jaha.122.027586] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 01/12/2023] [Indexed: 03/18/2023]
Abstract
Background Childhood exposure to dyslipidemia is associated with adult atherosclerosis, but it is unclear whether the long-term risk associated with dyslipidemia is attenuated on its resolution by adulthood. We aimed to address this question by examining the links between childhood and adult dyslipidemia on carotid atherosclerotic plaques in adulthood. Methods and Results The Cardiovascular Risk in Young Finns Study is a prospective follow-up of children that began in 1980. Since then, follow-up studies have been conducted regularly. In 2001 and 2007, carotid ultrasounds were performed on 2643 participants at the mean age of 36 years to identify carotid plaques and plaque areas. For childhood lipids, we exploited several risk factor measurements to determine the individual cumulative burden for each lipid during childhood. Participants were categorized into the following 4 groups based on their childhood and adult dyslipidemia status: no dyslipidemia (reference), incident, resolved, and persistent. Among individuals with carotid plaque, linear regression models were used to study the association of serum lipids with plaque area. The prevalence of plaque was 3.3% (N=88). In models adjusted for age, sex, and nonlipid cardiovascular risk factors, the relative risk for carotid plaque was 2.34 (95% CI, 0.91-6.00) for incident adult dyslipidemia, 3.00 (95% CI, 1.42-6.34) for dyslipidemia resolved by adulthood, and 5.23 (95% CI, 2.57-10.66) for persistent dyslipidemia. Carotid plaque area correlated with childhood total, low-density lipoprotein, and non-high-density lipoprotein cholesterol levels. Conclusions Childhood dyslipidemia, even if resolved by adulthood, is a risk factor for adult carotid plaque. Furthermore, among individuals with carotid plaque, childhood lipids associate with plaque size. These findings highlight the importance of primordial prevention of dyslipidemia in childhood to reduce atherosclerosis development.
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Affiliation(s)
- Juhani S. Koskinen
- Research Centre of Applied and Preventive Cardiovascular MedicineUniversity of TurkuTurkuFinland
- Centre for Population Health ResearchUniversity of Turku and Turku University HospitalTurkuFinland
- Division of MedicineTurku University HospitalTurkuFinland
- Department of MedicineSatakunta Central HospitalPoriFinland
| | - Ville Kytö
- Research Centre of Applied and Preventive Cardiovascular MedicineUniversity of TurkuTurkuFinland
- Centre for Population Health ResearchUniversity of Turku and Turku University HospitalTurkuFinland
- Heart CentreTurku University Hospital and University of TurkuTurkuFinland
| | - Markus Juonala
- Research Centre of Applied and Preventive Cardiovascular MedicineUniversity of TurkuTurkuFinland
- Centre for Population Health ResearchUniversity of Turku and Turku University HospitalTurkuFinland
- Division of MedicineTurku University HospitalTurkuFinland
- Department of MedicineUniversity of TurkuTurkuFinland
| | - Jorma S. A. Viikari
- Division of MedicineTurku University HospitalTurkuFinland
- Department of MedicineUniversity of TurkuTurkuFinland
| | | | - Mika Kähönen
- Department of Clinical PhysiologyTampere University HospitalTampereFinland
- Faculty of Medicine and Health Technology and Finnish Cardiovascular Research Center TampereTampere UniversityTampereFinland
| | - Terho Lehtimäki
- Faculty of Medicine and Health Technology and Finnish Cardiovascular Research Center TampereTampere UniversityTampereFinland
- Department of Clinical ChemistryFimlab LaboratoriesTampereFinland
| | - Nina Hutri‐Kähönen
- Tampere Centre for Skills Training and SimulationTampere University, Faculty of Medicine and Health TechnologyTampereFinland
| | - Tomi P. Laitinen
- Department of Clinical Physiology and Nuclear MedicineKuopio University HospitalKuopioFinland
- Institute of Clinical MedicineUniversity of Eastern FinlandKuopioFinland
| | - Päivi Tossavainen
- Department of Pediatrics and Adolescent MedicineOulu University HospitalOuluFinland
- PEDEGO Research UnitUniversity of OuluOuluFinland
| | - Eero Jokinen
- Department of PediatricsUniversity of HelsinkiFinland
- Hospital for Children and AdolescentsHelsinki University HospitalHelsinkiFinland
| | - Costan G. Magnussen
- Research Centre of Applied and Preventive Cardiovascular MedicineUniversity of TurkuTurkuFinland
- Centre for Population Health ResearchUniversity of Turku and Turku University HospitalTurkuFinland
- Baker Heart and Diabetes InstituteMelbourneVictoriaAustralia
| | - Olli T. Raitakari
- Research Centre of Applied and Preventive Cardiovascular MedicineUniversity of TurkuTurkuFinland
- Centre for Population Health ResearchUniversity of Turku and Turku University HospitalTurkuFinland
- Department of Clinical Physiology and Nuclear MedicineTurku University HospitalTurkuFinland
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7
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Raitakari O, Kartiosuo N, Pahkala K, Hutri-Kähönen N, Bazzano LA, Chen W, Urbina EM, Jacobs DR, Sinaiko A, Steinberger J, Burns T, Daniels SR, Venn A, Woo JG, Dwyer T, Juonala M, Viikari J. Lipoprotein(a) in Youth and Prediction of Major Cardiovascular Outcomes in Adulthood. Circulation 2023; 147:23-31. [PMID: 36440577 PMCID: PMC9797445 DOI: 10.1161/circulationaha.122.060667] [Citation(s) in RCA: 22] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 10/17/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Elevated lipoprotein(a) [Lp(a)] is a common risk factor for cardiovascular disease outcomes with unknown mechanisms. We examined its potential role in identifying youths who are at increased risk of developing adult atherosclerotic cardiovascular disease (ASCVD). METHODS Lp(a) levels measured in youth 9 to 24 years of age were linked to adult ASCVD and carotid intima-media thickness in the YFS (Cardiovascular Risk in Young Finns Study), in which 95 of the original 3596 participants (2.7%) recruited as children have been diagnosed with ASCVD at a median of 47 years of age. Results observed in YFS were replicated with the use of data for White participants from the BHS (Bogalusa Heart Study). In BHS, 587 White individuals had data on youth Lp(a) (measured at 8-17 years of age) and information on adult events, including 15 cases and 572 noncases. Analyses were performed with the use of Cox proportional hazard regression. RESULTS In YFS, those who had been exposed to high Lp(a) level in youth [defined as Lp(a) ≥30 mg/dL] had ≈2 times greater risk of developing adult ASCVD compared with nonexposed individuals (hazard ratio, 2.0 [95% CI, 1.4-2.6]). Youth risk factors, including Lp(a), low-density lipoprotein cholesterol, body mass index, and smoking, were all independently associated with higher risk. In BHS, in an age- and sex-adjusted model, White individuals who had been exposed to high Lp(a) had 2.5 times greater risk (95% CI, 0.9-6.8) of developing adult ASCVD compared with nonexposed individuals. When also adjusted for low-density lipoprotein cholesterol and body mass index, the risk associated with high Lp(a) remained unchanged (hazard ratio, 2.4 [95% CI, 0.8-7.3]). In a multivariable model for pooled data, individuals exposed to high Lp(a) had 2.0 times greater risk (95% CI, 1.0-3.7) of developing adult ASCVD compared with nonexposed individuals. No association was detected between youth Lp(a) and adult carotid artery thickness in either cohort or pooled data. CONCLUSIONS Elevated Lp(a) level identified in youth is a risk factor for adult atherosclerotic cardiovascular outcomes but not for increased carotid intima-media thickness.
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Affiliation(s)
- Olli Raitakari
- Centre for Population Health Research, University of Turku and Turku University Hospital, Finland (O.R., N.K., K.P.)
- Research Centre of Applied and Preventive Cardiovascular Medicine (O.R., N.K., K.P.), University of Turku, Finland
- Department of Clinical Physiology and Nuclear Medicine (O.R.), Turku University Hospital, Finland
| | - Noora Kartiosuo
- Centre for Population Health Research, University of Turku and Turku University Hospital, Finland (O.R., N.K., K.P.)
- Research Centre of Applied and Preventive Cardiovascular Medicine (O.R., N.K., K.P.), University of Turku, Finland
| | - Katja Pahkala
- Centre for Population Health Research, University of Turku and Turku University Hospital, Finland (O.R., N.K., K.P.)
- Research Centre of Applied and Preventive Cardiovascular Medicine (O.R., N.K., K.P.), University of Turku, Finland
- Paavo Nurmi Centre and Unit for Health and Physical Activity (K.P.), University of Turku, Finland
| | - Nina Hutri-Kähönen
- Tampere Centre for Skills Training and Simulation, Tampere University, Finland (N.H.-K.)
| | - Lydia A Bazzano
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA (L.A.B., W.C.)
| | - Wei Chen
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA (L.A.B., W.C.)
| | - Elaine M Urbina
- Department of Pediatrics, University of Cincinnati College of Medicine, OH (E.M.U., J.G.W.)
- The Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, OH
| | - David R Jacobs
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis (D.R.J.)
| | - Alan Sinaiko
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis (A.S., J.S.)
| | - Julia Steinberger
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis (A.S., J.S.)
| | - Trudy Burns
- Department of Medicine (M.J., J.V.), University of Turku, Finland
| | - Stephen R Daniels
- Department of Pediatrics, University of Colorado School of Medicine, Aurora (S.R.D.)
- Children's Hospital Colorado, Anschutz Medical Campus, Aurora (S.R.D.)
| | - Alison Venn
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia (A.V., T.D.)
| | - Jessica G Woo
- Department of Pediatrics, University of Cincinnati College of Medicine, OH (E.M.U., J.G.W.)
- Division of Biostatistics and Epidemiology (J.G.W.), Cincinnati Children's Hospital Medical Center, OH
| | - Terry Dwyer
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia (A.V., T.D.)
- Heart Research Group, Murdoch Children's Research Institute, Melbourne, Australia (T.D.)
- Nuffield Department of Women's & Reproductive Health, University of Oxford, United Kingdom (T.D.)
| | - Markus Juonala
- Department of Medicine (M.J., J.V.), University of Turku, Finland
- Division of Medicine (M.J., J.V.), Turku University Hospital, Finland
| | - Jorma Viikari
- Department of Medicine (M.J., J.V.), University of Turku, Finland
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8
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Zhang T, Fan B, Li S, Wang X, Kong Y, Bazzano L, He J, Chen W, Yan Y. Long-Term Adiposity and Midlife Carotid Intima-Media Thickness Are Linked Partly Through Intermediate Risk Factors. Hypertension 2023; 80:160-168. [PMID: 36314120 PMCID: PMC9742127 DOI: 10.1161/hypertensionaha.122.20217] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 10/07/2022] [Indexed: 11/04/2022]
Abstract
OBJECTIVE This study aims to determine quantitatively the mediation effects of multiple cardiovascular risk factors on the associations of childhood body mass index (BMI) and its cumulative burden with adult carotid intima-media thickness (cIMT). METHODS The longitudinal cohort consisted of 1391 adults who had been examined for BMI 4-15 times over 35.0 years on average since childhood and had data on adult cIMT, systolic blood pressure, low-density lipoprotein cholesterol, atherogenic index of plasma, and serum glucose. The area under the curve was used as a measure of cumulative burden of BMI. RESULTS After adjusting for covariates, the total effects (standardized regression coefficient) of childhood BMI (0.138), adult BMI (0.111), and area under the curve of BMI (0.150) on cIMT were all significant (P<0.001) without mediators included in the model. The mediation effects of adult systolic blood pressure, glucose, atherogenic index of plasma and low-density lipoprotein cholesterol were 8.0%, 4.3%, 3.6%, and 0.0%, respectively, in the model with childhood BMI as the predictor, 23.4%, 15.3%, 12.6%, and 7.2%, respectively, with adult BMI as the predictor, and 14.7%, 8.7%, 6.0%, and 2.0%, respectively, with area under the curve of BMI as the predictor. The direct effects on cIMT were 0.117 (P<0.001) for childhood BMI, 0.046 (P=0.224) for adult BMI, and 0.103 (P<0.001) for area under the curve of BMI after removing the mediation effects. CONCLUSIONS The long-term deleterious impact of adiposity on subclinical changes in vascular structure begins early in life and is accumulated over lifetime. Excess adiposity and higher cIMT are linked partly through other cardiovascular risk factors in later life, especially elevated blood pressure and glucose.
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Affiliation(s)
- Tao Zhang
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- National Institute of Health Data Science, Shandong University, Jinan, Shandong, China
| | - Bingbing Fan
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- National Institute of Health Data Science, Shandong University, Jinan, Shandong, China
| | - Shengxu Li
- Children’s Minnesota Research Institute, Children’s Minnesota, Minneapolis, MN, USA
| | - Xuan Wang
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA
| | - Yawei Kong
- Center for Non-communicable Disease Management, Beijing Children’s Hospital, Capital Medical University, National Center for Children’s Health, Beijing, China
| | - Lydia Bazzano
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA
| | - Jiang He
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA
| | - Wei Chen
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA
| | - Yinkun Yan
- Center for Non-communicable Disease Management, Beijing Children’s Hospital, Capital Medical University, National Center for Children’s Health, Beijing, China
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9
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Meng Y, Magnussen CG, Wu F, Juonala M, Buscot MJ, Pahkala K, Hutri-Kähönen N, Kähönen M, Laitinen T, Viikari JSA, Raitakari OT, Sharman JE. Impact of within-visit systolic blood pressure change patterns on blood pressure classification: the Cardiovascular Risk in Young Finns Study. Eur J Prev Cardiol 2022; 29:2090-2098. [PMID: 35653303 DOI: 10.1093/eurjpc/zwac108] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 05/19/2022] [Accepted: 05/21/2022] [Indexed: 01/11/2023]
Abstract
AIMS Most international guidelines recommend that repeat blood pressure (BP) readings are required for BP classification. Two international guidelines diverge from this by recommending that no further BP measurements are required if the first clinic BP is below a hypertension threshold. The extent to which within-visit BP variability patterns change over time, and whether this could impact BP classification is unknown. We sought to examine this. METHODS AND RESULTS Data were from the Cardiovascular Risk in Young Finns Study, a prospective cohort study. Up to 2799 participants were followed from childhood (9-15 years) to adulthood (18-49 years) over up to six visits. Patterns of within-visit systolic BP (SBP) variability were defined as no-change, decrease, increase between consecutive readings (with 5 mmHg change thresholds). Classification of SBP (normal, high-normal, hypertension) using the first reading was compared with repeat readings. On average, SBP decreased with subsequent measures, but with major individual variability (no-change: 56.9-62.7%; decrease: 24.1-31.6%; increase: 11.5-16.8%). Patterns of SBP variability were broadly similar from childhood to adulthood, with the highest prevalence of an increase among participants categorized with normal SBP (12.6-20.3%). The highest prevalence of SBP reclassification occurred among participants with hypertension (28.9-45.3% reclassified as normal or high-normal). The prevalence of reclassification increased with the magnitude of change between readings. CONCLUSION There is a major individual variation of within-visit SBP change in childhood and adulthood and can influence BP classification. This highlights the importance of consistency among guidelines recommending that repeat BP measurements are needed for BP classification.
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Affiliation(s)
- Yaxing Meng
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Costan G Magnussen
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia.,Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.,Centre for Population Health Research, Turku University Hospital, University of Turku, Turku, Finland.,Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
| | - Feitong Wu
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Markus Juonala
- Department of Medicine, University of Turku, Turku, Finland.,Division of Medicine, Turku University Hospital, Turku, Finland
| | - Marie-Jeanne Buscot
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Katja Pahkala
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.,Centre for Population Health Research, Turku University Hospital, University of Turku, Turku, Finland.,Paavo Nurmi Centre, Sports & Exercise Medicine Unit, Department of Physical Activity and Health, University of Turku, Turku, Finland
| | - Nina Hutri-Kähönen
- Department of Pediatrics, Tampere University and Tampere University Hospital, Tampere, Finland
| | - Mika Kähönen
- Department of Clinical Physiology, Tampere University Hospital and Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Tomi Laitinen
- Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Jorma S A Viikari
- Department of Medicine, University of Turku, Turku, Finland.,Division of Medicine, Turku University Hospital, Turku, Finland
| | - Olli T Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.,Centre for Population Health Research, Turku University Hospital, University of Turku, Turku, Finland.,Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland
| | - James E Sharman
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
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10
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Iannarelli NJ, Wade TJ, Dempster KS, Moore J, MacNeil AJ, O'Leary DD. No Mediation Effect of Telomere Length or Mitochondrial DNA Copy Number on the Association Between Adverse Childhood Experiences (ACEs) and Central Arterial Stiffness. J Am Heart Assoc 2022; 11:e026619. [DOI: 10.1161/jaha.122.026619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background
Adverse childhood experiences (ACEs) have been linked to increased cardiovascular disease (CVD) risk. Previous reports have suggested that accelerated biological aging—indexed by telomere length (TL) and mitochondrial DNA copy number (mtDNAcn)—may contribute to associations between ACEs and cardiovascular health outcomes. Here, we examine the potential mediating effects of TL and mtDNAcn on the association between ACEs and central arterial stiffness—an intermediate cardiovascular health outcome—as a novel pathway linking ACEs to CVD risk among young adults.
Methods and Results
One hundred and eighty‐five (n=102 women; mean age, 22.5±1.5 years) individuals provided information on ACEs. TL (kb per diploid cell) and mtDNAcn (copies per diploid cell) were quantified using quantitative polymerase chain reaction techniques. Central arterial stiffness was measured as carotid‐femoral pulse wave velocity (cfPWV; m/s). Multiple linear regression analyses were used to examine the associations between ACEs, TL, mtDNAcn, and cfPWV. ACEs were positively associated with cfPWV (
β
=0.147,
P
=0.035). TL (
β
=−0.170,
P
=0.011) and mtDNAcn (
β
=−0.159,
P
=0.019) were inversely associated with cfPWV. Neither TL (
β
=−0.027,
P
=0.726) nor mtDNAcn (
β
=0.038,
P
=0.620) was associated with ACEs. Neither marker mediated the association between ACEs and cfPWV.
Conclusions
An increasing number of ACEs were associated with a faster cfPWV and thus, a greater degree of central arterial stiffness. ACEs were not associated with either TL or mtDNAcn, suggesting that these markers do not represent a mediating pathway linking ACEs to central arterial stiffness.
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Affiliation(s)
- Nathaniel J. Iannarelli
- Department of Health Sciences Faculty of Applied Health Sciences Brock University St. Catharines Ontario Canada
- Brock‐Niagara Centre for Health and Well‐Being Brock University St. Catharines Ontario Canada
| | - Terrance J. Wade
- Department of Health Sciences Faculty of Applied Health Sciences Brock University St. Catharines Ontario Canada
- Brock‐Niagara Centre for Health and Well‐Being Brock University St. Catharines Ontario Canada
| | - Kylie S. Dempster
- Department of Health Sciences Faculty of Applied Health Sciences Brock University St. Catharines Ontario Canada
- Brock‐Niagara Centre for Health and Well‐Being Brock University St. Catharines Ontario Canada
| | - Jessy Moore
- Department of Health Sciences Faculty of Applied Health Sciences Brock University St. Catharines Ontario Canada
| | - Adam J. MacNeil
- Department of Health Sciences Faculty of Applied Health Sciences Brock University St. Catharines Ontario Canada
| | - Deborah D. O'Leary
- Department of Health Sciences Faculty of Applied Health Sciences Brock University St. Catharines Ontario Canada
- Brock‐Niagara Centre for Health and Well‐Being Brock University St. Catharines Ontario Canada
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11
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Meng Y, Buscot MJ, Juonala M, Wu F, Armstrong MK, Fraser BJ, Pahkala K, Hutri-Kähönen N, Kähönen M, Laitinen T, Viikari JSA, Raitakari OT, Magnussen CG, Sharman JE. Relative Contribution of Blood Pressure in Childhood, Young- and Mid-Adulthood to Large Artery Stiffness in Mid-Adulthood. J Am Heart Assoc 2022; 11:e024394. [PMID: 35699171 PMCID: PMC9238667 DOI: 10.1161/jaha.121.024394] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
Background Blood pressure associates with arterial stiffness, but the contribution of blood pressure at different life stages is unclear. We examined the relative contribution of childhood, young‐ and mid‐adulthood blood pressure to mid‐adulthood large artery stiffness. Methods and Results The sample comprised 1869 participants from the Cardiovascular Risk in Young Finns Study who had blood pressure measured in childhood (6–18 years), young‐adulthood (21–30 years), and mid‐adulthood (33–45 years). Markers of large artery stiffness were pulse wave velocity and carotid distensibility recorded in mid‐adulthood. Bayesian relevant life course exposure models were used. For each 10‐mm Hg higher cumulative systolic blood pressure across the life stages, pulse wave velocity was 0.56 m/s higher (95% credible interval: 0.49 to 0.63) and carotid distensibility was 0.13%/10 mm Hg lower (95% credible interval: −0.16 to −0.10). Of these total contributions, the highest contribution was attributed to mid‐adulthood systolic blood pressure (relative weights: pulse wave velocity, childhood: 2.6%, young‐adulthood: 5.4%, mid‐adulthood: 92.0%; carotid distensibility, childhood: 5.6%; young‐adulthood: 10.1%; mid‐adulthood: 84.3%), with the greatest individual contribution coming from systolic blood pressure at the time point when pulse wave velocity and carotid distensibility were measured. The results were consistent for diastolic blood pressure, mean arterial pressure, and pulse pressure. Conclusions Although mid‐adulthood blood pressure contributed most to mid‐adulthood large artery stiffness, we observed small contributions from childhood and young‐adulthood blood pressure. These findings suggest that the burden posed by arterial stiffness might be reduced by maintaining normal blood pressure levels at each life stage, with mid‐adulthood a critical period for controlling blood pressure.
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Affiliation(s)
- Yaxing Meng
- Menzies Institute for Medical ResearchUniversity of Tasmania Hobart Australia
| | - Marie-Jeanne Buscot
- Menzies Institute for Medical ResearchUniversity of Tasmania Hobart Australia
| | - Markus Juonala
- Department of Medicine University of Turku Turku Finland.,Division of Medicine Turku University Hospital Turku Finland
| | - Feitong Wu
- Menzies Institute for Medical ResearchUniversity of Tasmania Hobart Australia
| | - Matthew K Armstrong
- Menzies Institute for Medical ResearchUniversity of Tasmania Hobart Australia
| | - Brooklyn J Fraser
- Menzies Institute for Medical ResearchUniversity of Tasmania Hobart Australia
| | - Katja Pahkala
- Research Centre of Applied and Preventive Cardiovascular Medicine University of Turku Turku Finland.,Centre for Population Health Research University of TurkuTurku University Hospital Turku Finland.,Paavo Nurmi Centre Sports & Exercise Medicine Unit Department of Physical Activity and Health University of Turku Turku Finland
| | - Nina Hutri-Kähönen
- Tampere Centre for Skills Training and Simulation Tampere University Tampere Finland
| | - Mika Kähönen
- Department of Clinical Physiology Tampere University HospitalFaculty of Medicine and Health TechnologyTampere University Tampere Finland
| | - Tomi Laitinen
- Department of Clinical Physiology and Nuclear Medicine Kuopio University HospitalUniversity of Eastern Finland Kuopio Finland
| | - Jorma S A Viikari
- Department of Medicine University of Turku Turku Finland.,Division of Medicine Turku University Hospital Turku Finland
| | - Olli T Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine University of Turku Turku Finland.,Centre for Population Health Research University of TurkuTurku University Hospital Turku Finland.,Department of Clinical Physiology and Nuclear Medicine Turku University Hospital Turku Finland
| | - Costan G Magnussen
- Menzies Institute for Medical ResearchUniversity of Tasmania Hobart Australia.,Research Centre of Applied and Preventive Cardiovascular Medicine University of Turku Turku Finland.,Centre for Population Health Research University of TurkuTurku University Hospital Turku Finland.,Baker Heart and Diabetes Institute Melbourne Victoria Australia
| | - James E Sharman
- Menzies Institute for Medical ResearchUniversity of Tasmania Hobart Australia
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12
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Cleland V, Tian J, Buscot MJ, Magnussen CG, Bazzano L, Burns TL, Daniels S, Dwyer T, Hutri-Kahonen N, Ikonen J, Jacobs D, Juonala M, Prineas R, Raitakari O, Sinaiko A, Steinberger J, Urbina EM, Woo JG, Venn A. Body-mass index trajectories from childhood to mid-adulthood and their sociodemographic predictors: Evidence from the International Childhood Cardiovascular Cohort (i3C) Consortium. EClinicalMedicine 2022; 48:101440. [PMID: 35706485 PMCID: PMC9112099 DOI: 10.1016/j.eclinm.2022.101440] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 03/30/2022] [Accepted: 04/20/2022] [Indexed: 11/27/2022] Open
Abstract
Background Understanding lifecourse trajectories of body-mass index (BMI) is important for identifying groups at high risk of poor health and potential target points for intervention. This study aimed to describe BMI trajectories from childhood to mid-adulthood in four population-based cohorts established in the 1970s and 1980s and to identify childhood sociodemographic factors related to trajectory membership. Methods Between Dec 17, 1970 and Dec 15, 1994, data were collected at the first visit from 9830 participants from the International Childhood Cardiovascular Cohort (i3C) Consortium, which includes participants from Australia (1985), Finland (1980) and the USA (1970-1994). Participants had at least three measures of height and weight, including one in childhood (6-18 years) and one in adulthood (>18 years), and were aged 30-49 years at last measurement. Latent Class Growth Mixture Modelling was used to identify lifecourse BMI trajectory groups and log multinomial regression models were fit to identify their childhood sociodemographic predictors. Findings Five consistent BMI trajectory groups were identified amongst the four cohorts: persistently low (35.9-58.6%), improving from high (0.7-4.8%), progressing to moderate (9.3-43.7%), progressing to high (1.1-6.0%), and progressing to very high (0.7-1.3%). An additional three BMI trajectory groups were identified in some, but not all, cohorts: adult onset high (three cohorts; 1.8-20.7%), progressing to moderate-high (two cohorts; 5.2-13.8%), and relapsing yo-yoers (alternating upward and downward; one cohort; 1.3%). In pooled analyses, each predictor variable in childhood, including age, gender, parental education and race, was associated with increased likelihood of belonging to the most (e.g., improving from high) and least (e.g., progressing to very high) favourable BMI trajectory groups, suggesting a U-shaped (or inverse U-shaped) pattern of association. Interpretation Five consistent BMI trajectory groups were identified across four cohorts from Australia, Finland, and the USA, mainly across two eras of birth. While most participants remained on a persistently low trajectory (50%), many demonstrated worsening BMI trajectories (47%), with only few demonstrating improving trajectories (<5%). Age, gender, parental education, and race appear to be important predictors of BMI trajectory group membership and need consideration in preventive and management strategies. Funding This study was supported by funding from the National Institutes of Health, National Heart, Lung and Blood Institute (grant number R01 HL121230).
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Affiliation(s)
- Verity Cleland
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street, Hobart, Tasmania 7000, Australia
| | - Jing Tian
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street, Hobart, Tasmania 7000, Australia
| | - Marie-Jeanne Buscot
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street, Hobart, Tasmania 7000, Australia
| | - Costan G. Magnussen
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street, Hobart, Tasmania 7000, Australia
- Centre for Population Health Research and Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku and Turku University Hospital, Turku, Finland
| | - Lydia Bazzano
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Trudy L. Burns
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, IA, USA
| | - Stephen Daniels
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA
| | - Terence Dwyer
- Nuffield Department of Women's and Reproductive Health, University of Oxford, UK
- Murdoch Children's Research Institute, Melbourne, Australia
| | - Nina Hutri-Kahonen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Johanna Ikonen
- Centre for Population Health Research and Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku and Turku University Hospital, Turku, Finland
| | - David Jacobs
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Markus Juonala
- Department of Internal Medicine, Division of Medicine, University of Turku, Turku University Hospital, Turku, Finland
| | - Ronald Prineas
- Wake Forest School of Medicine, Division of Public Health Sciences, Winston-Salem, NC, USA
| | - Olli Raitakari
- Centre for Population Health Research and Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku and Turku University Hospital, Turku, Finland
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland
| | - Alan Sinaiko
- Department of Pediatrics, University of Minnesota School of Medicine, Minneapolis, MN, USA
| | - Julia Steinberger
- Department of Pediatrics, University of Minnesota School of Medicine, Minneapolis, MN, USA
| | - Elaine M. Urbina
- The Heart Institute, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Jessica G. Woo
- Division of Biostatistics and Epidemiology and Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Alison Venn
- Menzies Institute for Medical Research, University of Tasmania, 17 Liverpool Street, Hobart, Tasmania 7000, Australia
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13
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Jacobs DR, Woo JG, Sinaiko AR, Daniels SR, Ikonen J, Juonala M, Kartiosuo N, Lehtimäki T, Magnussen CG, Viikari JSA, Zhang N, Bazzano LA, Burns TL, Prineas RJ, Steinberger J, Urbina EM, Venn AJ, Raitakari OT, Dwyer T. Childhood Cardiovascular Risk Factors and Adult Cardiovascular Events. N Engl J Med 2022; 386:1877-1888. [PMID: 35373933 PMCID: PMC9563825 DOI: 10.1056/nejmoa2109191] [Citation(s) in RCA: 210] [Impact Index Per Article: 105.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Childhood cardiovascular risk factors predict subclinical adult cardiovascular disease, but links to clinical events are unclear. METHODS In a prospective cohort study involving participants in the International Childhood Cardiovascular Cohort (i3C) Consortium, we evaluated whether childhood risk factors (at the ages of 3 to 19 years) were associated with cardiovascular events in adulthood after a mean follow-up of 35 years. Body-mass index, systolic blood pressure, total cholesterol level, triglyceride level, and youth smoking were analyzed with the use of i3C-derived age- and sex-specific z scores and with a combined-risk z score that was calculated as the unweighted mean of the five risk z scores. An algebraically comparable adult combined-risk z score (before any cardiovascular event) was analyzed jointly with the childhood risk factors. Study outcomes were fatal cardiovascular events and fatal or nonfatal cardiovascular events, and analyses were performed after multiple imputation with the use of proportional-hazards regression. RESULTS In the analysis of 319 fatal cardiovascular events that occurred among 38,589 participants (49.7% male and 15.0% Black; mean [±SD] age at childhood visits, 11.8±3.1 years), the hazard ratios for a fatal cardiovascular event in adulthood ranged from 1.30 (95% confidence interval [CI], 1.14 to 1.47) per unit increase in the z score for total cholesterol level to 1.61 (95% CI, 1.21 to 2.13) for youth smoking (yes vs. no). The hazard ratio for a fatal cardiovascular event with respect to the combined-risk z score was 2.71 (95% CI, 2.23 to 3.29) per unit increase. The hazard ratios and their 95% confidence intervals in the analyses of fatal cardiovascular events were similar to those in the analyses of 779 fatal or nonfatal cardiovascular events that occurred among 20,656 participants who could be evaluated for this outcome. In the analysis of 115 fatal cardiovascular events that occurred in a subgroup of 13,401 participants (31.0±5.6 years of age at the adult measurement) who had data on adult risk factors, the adjusted hazard ratio with respect to the childhood combined-risk z score was 3.54 (95% CI, 2.57 to 4.87) per unit increase, and the mutually adjusted hazard ratio with respect to the change in the combined-risk z score from childhood to adulthood was 2.88 (95% CI, 2.06 to 4.05) per unit increase. The results were similar in the analysis of 524 fatal or nonfatal cardiovascular events. CONCLUSIONS In this prospective cohort study, childhood risk factors and the change in the combined-risk z score between childhood and adulthood were associated with cardiovascular events in midlife. (Funded by the National Institutes of Health.).
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Affiliation(s)
- David R Jacobs
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Jessica G Woo
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Alan R Sinaiko
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Stephen R Daniels
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Johanna Ikonen
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Markus Juonala
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Noora Kartiosuo
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Terho Lehtimäki
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Costan G Magnussen
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Jorma S A Viikari
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Nanhua Zhang
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Lydia A Bazzano
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Trudy L Burns
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Ronald J Prineas
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Julia Steinberger
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Elaine M Urbina
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Alison J Venn
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Olli T Raitakari
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
| | - Terence Dwyer
- From the Division of Epidemiology and Community Health, School of Public Health (D.R.J.), and the Department of Pediatrics, University of Minnesota Medical School (A.R.S., J.S.), University of Minnesota, Minneapolis; the Division of Biostatistics and Epidemiology (J.G.W., N.Z.), and the Heart Institute (E.M.U.), Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati College of Medicine (J.G.W., N.Z., E.M.U.) - both in Cincinnati; the Department of Pediatrics, University of Colorado School of Medicine, and Anschutz Medical Campus, Children's Hospital Colorado - both in Aurora (S.R.D.); the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Research Center of Applied and Preventive Cardiovascular Medicine (J.I., N.K., C.G.M., O.T.R.), and the Departments of Medicine (M.J., J.S.A.V.) and Mathematics and Statistics (N.K.), University of Turku, and the Center for Population Health Research (J.I., N.K., C.G.M., O.T.R.), the Division of Medicine (M.J., J.S.A.V.), and the Department of Clinical Physiology and Nuclear Medicine (O.T.R.), Turku University Hospital, Turku, and the Department of Clinical Chemistry, Fimlab Laboratories, and the Finnish Cardiovascular Research Center, and the Faculty of Medicine and Health Technology, Tampere University, Tampere (T.L.) - all in Finland; Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS (C.G.M., A.J.V., T.D.), and the Heart Research Group, Murdoch Children's Research Institute, Melbourne, VIC (T.D.) - both in Australia; the School of Public Health and Tropical Medicine, Tulane University, New Orleans (L.A.B.); the Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.); the Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (R.J.P.); and the Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (T.D.)
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14
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Khoury M, Khoury P, Bazzano L, Burns TL, Daniels S, Dwyer T, Ikonen J, Jacobs DR, Juonala M, Kähönen M, Prineas R, Raitakari OT, Steinberger J, Venn A, Viikari J, Woo JG, Sinaiko A, Urbina EM. Prevalence Implications of the 2017 American Academy of Pediatrics Hypertension Guideline and Associations with Adult Hypertension. J Pediatr 2022; 241:22-28.e4. [PMID: 34619113 PMCID: PMC8924915 DOI: 10.1016/j.jpeds.2021.09.056] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2021] [Revised: 09/15/2021] [Accepted: 09/29/2021] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To evaluate the impact of the 2017 American Academy of Pediatrics hypertension Clinical Practice Guideline (CPG), compared with the previous guideline ("Fourth Report"), on the frequency of hypertensive blood pressure (BP) measurements in childhood and associations with hypertension in adulthood using data from the International Childhood Cardiovascular Cohort Consortium. STUDY DESIGN Childhood BPs were categorized in normal, prehypertensive/elevated, and hypertensive (stage 1 and 2) ranges using the Fourth Report and the CPG. Participants were contacted in adulthood to assess self-reported hypertension. The associations between childhood hypertensive range BPs and self-reported adult hypertension were evaluated. RESULTS Data were available for 34 014 youth (10.4 ± 3.1 years, 50.6% female) with 92 751 BP assessments. Compared with the Fourth Report, the CPG increased hypertensive readings from 7.6% to 13.5% and from 1.3% to 2.5% for stage 1 and 2 hypertensive range, respectively (P < .0001). Of 12 761 adults (48.8 ± 7.9 years, 43% male), 3839 (30.1%) had self-reported hypertension. The sensitivity for predicting adult hypertension among those with hypertensive range BPs at any point in childhood, as defined by the Fourth Report and the CPG, respectively, was 13.4% and 22.4% (specificity 92.3% and 85.9%, P < .001), with no significant impact on positive and negative predictive values. Associations with self-reported adult hypertension were similar and weak (c-statistic range 0.61-0.68) for hypertensive range BPs as defined by the Fourth Report and CPG. CONCLUSIONS The CPG significantly increased the prevalence of childhood BPs in hypertensive ranges and improved the sensitivity, without an overall strengthened association, of predicting self-reported adult hypertension.
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Affiliation(s)
- Michael Khoury
- Department of Pediatrics, University of Alberta, Edmonton, Canada.
| | - Philip Khoury
- Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Lydia Bazzano
- Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana
| | - Trudy L. Burns
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, Iowa
| | | | - Terence Dwyer
- Oxford Martin School, Oxford University, Oxford, United Kingdom
| | - Johanna Ikonen
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland,Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
| | | | - Markus Juonala
- Department of Medicine, Turku University Hospital, University of Turku, Turku, Finland
| | - Mika Kähönen
- Department of Clinical Physiology, Tampere University Hospital and Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Ronald Prineas
- Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Olli T. Raitakari
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland,Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
| | | | - Alison Venn
- Menzies Institute for Medical Research, University of Tasmania, Tasmania, Australia
| | - Jorma Viikari
- Department of Medicine, Turku University Hospital, University of Turku, Turku, Finland
| | - Jessica G. Woo
- Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio,University of Cincinnati College of Medicine, Cincinnati OH
| | | | - Elaine M. Urbina
- Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio,University of Cincinnati College of Medicine, Cincinnati OH
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15
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Nuotio J, Laitinen TT, Sinaiko AR, Woo JG, Urbina EM, Jacobs DR, Steinberger J, Prineas RJ, Sabin MA, Burgner DP, Minn H, Burns TL, Bazzano LA, Venn AJ, Viikari JSA, Hutri-Kähönen N, Daniels SR, Raitakari OT, Magnussen CG, Juonala M, Dwyer T. Obesity during childhood is associated with higher cancer mortality rate during adulthood: the i3C Consortium. Int J Obes (Lond) 2022; 46:393-399. [PMID: 34728776 PMCID: PMC8794778 DOI: 10.1038/s41366-021-01000-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 10/04/2021] [Accepted: 10/13/2021] [Indexed: 11/09/2022]
Abstract
BACKGROUND In high-income countries, cancer is the leading cause of death among middle-aged adults. Prospective data on the effects of childhood risk exposures on subsequent cancer mortality are scarce. METHODS We examined whether childhood body mass index (BMI), blood pressure, glucose and lipid levels were associated with adult cancer mortality, using data from 21,012 children enrolled aged 3-19 years in seven prospective cohort studies from the U.S., Australia, and Finland that have followed participants from childhood into adulthood. Cancer mortality (cancer as a primary or secondary cause of death) was captured using registries. RESULTS 354 cancer deaths occurred over the follow-up. In age-, sex, and cohort-adjusted analyses, childhood BMI (Hazard ratio [HR], 1.13; 95% confidence interval [CI] 1.03-1.24 per 1-SD increase) and childhood glucose (HR 1.22; 95%CI 1.01-1.47 per 1-SD increase), were associated with subsequent cancer mortality. In a multivariable analysis adjusted for age, sex, cohort, and childhood measures of fasting glucose, total cholesterol, triglycerides, and systolic blood pressure, childhood BMI remained as an independent predictor of subsequent cancer mortality (HR, 1.24; 95%CI, 1.03-1.49). The association of childhood BMI and subsequent cancer mortality persisted after adjustment for adulthood BMI (HR for childhood BMI, 1.35; 95%CI 1.12-1.63). CONCLUSIONS Higher childhood BMI was independently associated with increased overall cancer mortality.
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Affiliation(s)
- Joel Nuotio
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.
- Heart Center, Turku University Hospital and University of Turku, Turku, Finland.
- Murdoch Children's Research Institute, Melbourne, VIC, Australia.
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland.
| | - Tomi T Laitinen
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Murdoch Children's Research Institute, Melbourne, VIC, Australia
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
- Paavo Nurmi Centre, Sports and Exercise Medicine Unit, Department of Physical Activity and Health, University of Turku, Turku, Finland
| | - Alan R Sinaiko
- Department of Pediatrics, University of Minnesota School of Medicine, Minneapolis, MN, USA
| | - Jessica G Woo
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Elaine M Urbina
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - David R Jacobs
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Julia Steinberger
- Department of Pediatrics, University of Minnesota School of Medicine, Minneapolis, MN, USA
| | - Ronald J Prineas
- Division of Public Health Science, Wake Forest University, Winston-Salem, NC, USA
| | - Matthew A Sabin
- Murdoch Children's Research Institute, Melbourne, VIC, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, VIC, Australia
- Department of Endocrinology and Diabetes, The Royal Children's Hospital, Parkville, VIC, Australia
| | - David P Burgner
- Murdoch Children's Research Institute, Melbourne, VIC, Australia
- Department of Paediatrics, The University of Melbourne, Parkville, VIC, Australia
| | - Heikki Minn
- Department of Oncology, Turku University Hospital, Turku, Finland
| | - Trudy L Burns
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, IA, USA
| | - Lydia A Bazzano
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Alison J Venn
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Jorma S A Viikari
- Department of Internal Medicine, University of Turku, Turku, Finland
- Division of Medicine, Turku University Hospital, Turku, Finland
| | - Nina Hutri-Kähönen
- Department of Pediatrics, Tampere University Hospital, and Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Stephen R Daniels
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, IA, USA
| | - Olli T Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland
| | - Costan G Magnussen
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Markus Juonala
- Murdoch Children's Research Institute, Melbourne, VIC, Australia
- Department of Internal Medicine, University of Turku, Turku, Finland
- Division of Medicine, Turku University Hospital, Turku, Finland
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16
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Abstract
Cardiovascular diseases caused by atherosclerosis do not typically manifest before middle age; however, the disease process begins early in life. Preclinical atherosclerosis can be quantified with imaging methods in healthy populations long before clinical manifestations present. Cohort studies have shown that childhood exposure to risk factors, such as dyslipidaemia, elevated blood pressure and tobacco smoking, are associated with adult preclinical atherosclerotic phenotypes. Importantly, these long-term effects are substantially reduced if the individual becomes free from the risk factor by adulthood. As participants in the cohorts continue to age and clinical end points accrue, the strongest evidence linking exposure to risk factors in early life with cardiovascular outcomes has begun to emerge. Although science has deciphered the natural course of atherosclerosis, discovered its causal risk factors and developed effective means to intervene, we are still faced with an ongoing global pandemic of atherosclerotic diseases. In general, atherosclerosis goes undetected for too long, and preventive measures, if initiated at all, are inadequate and/or come too late. In this Review, we give an overview of the available literature suggesting the importance of initiating the prevention of atherosclerosis in early life and provide a summary of the major paediatric programmes for the prevention of atherosclerotic disease. We also highlight the limitations of current knowledge and indicate areas for future research.
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17
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Zhang Y, Woo JG, Urbina EM, Jacobs DR, Moran AE, de Ferranti SD. Low-Density Lipoprotein Cholesterol Trajectories and Prevalence of High Low-Density Lipoprotein Cholesterol Consistent With Heterozygous Familial Hypercholesterolemia in US Children. JAMA Pediatr 2021; 175:1071-1074. [PMID: 34279542 PMCID: PMC8290330 DOI: 10.1001/jamapediatrics.2021.2046] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
This cohort study aims to characterize age-related longitudinal low-density lipoprotein trajectories among US children.
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Affiliation(s)
- Yiyi Zhang
- Division of General Medicine, Columbia University Irving Medical Center, New York, New York
| | - Jessica G. Woo
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Elaine M. Urbina
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - David R. Jacobs
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis
| | - Andrew E. Moran
- Division of General Medicine, Columbia University Irving Medical Center, New York, New York
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18
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Harville EW, Crook CE, Bazzano LA, Woo JG, Burns TL, Raitakari O, Urbina EM, Venn A, Jacobs DR, Steinberger J, Sinaiko A, Dwyer T, Juonala M. Cardiovascular risk factors before and during pregnancy: Does pregnancy unmask or initiate risk? J Obstet Gynaecol Res 2021; 47:3849-3856. [PMID: 34482586 DOI: 10.1111/jog.14971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 07/21/2021] [Accepted: 07/28/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVES To understand if pregnancy unmasks previously silent cardiovascular (CV) adverse factors, or initiates lasting injury. METHODS Pre-pregnancy and during pregnancy CV risk factors (blood pressure, fasting lipids, and glucose) from 296 women belonging to studies in the International Childhood Cardiovascular Cohort (i3C) Consortium, a group of studies assessing the relationship between child and adolescent CV risk factors and adult outcomes, were used. Correlation coefficients between the pre- and during pregnancy measures were calculated, and the mean difference between the measures was modeled with adjustment for age, body mass index, race, smoking, and study. RESULTS Measures were strongly correlated at pre- and during-pregnancy visits (p < 0.01), with r of between 0.30 and 0.55. In most cases, the difference between pre-pregnancy and during-pregnancy did not differ significantly from 0 after adjustment for confounders. Stratification by gestational age indicated stronger correlations with measurements obtained during the first and second trimesters than the third. The correlation did not differ by the time elapsed between the pre-pregnancy and pregnancy visits. CONCLUSIONS Pre- and during-pregnancy CV risk factors are moderately well correlated. This may indicate that susceptible women enter pregnancy with higher risk rather than pregnancy inducing new vascular or metabolic effects.
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Affiliation(s)
- Emily W Harville
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana, USA
| | - Carrie E Crook
- Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Lydia A Bazzano
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana, USA
| | - Jessica G Woo
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Trudy L Burns
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, Iowa, USA
| | - Olli Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
| | - Elaine M Urbina
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Alison Venn
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - David R Jacobs
- Division of Epidemiology and Community Health, University of Minnesota, School of Public Health, Minneapolis, Minnesota, USA
| | - Julia Steinberger
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Alan Sinaiko
- Division of Epidemiology and Community Health, University of Minnesota, School of Public Health, Minneapolis, Minnesota, USA
| | - Terence Dwyer
- George Institute for Global Health, University of Oxford, Oxford, UK
| | - Markus Juonala
- Department of Medicine, University of Turku and Division of Medicine, Turku University Hospital, Turku, Finland
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19
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Chaplin AB, Smith N, Jones PB, Khandaker GM. Direction of association between Cardiovascular risk and depressive symptoms during the first 18 years of life: A prospective birth cohort study. J Affect Disord 2021; 292:508-516. [PMID: 34146903 PMCID: PMC8324768 DOI: 10.1016/j.jad.2021.05.094] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 05/06/2021] [Accepted: 05/31/2021] [Indexed: 11/04/2022]
Abstract
BACKGROUND Cardiovascular disease (CVD) and depression are bidirectionally associated in adults. However, the direction of association between CVD risk and depressive symptoms in young people and potential mechanisms are poorly understood. METHODS Using longitudinal birth cohort data, we created a CVD risk score age at 15 using age, ethnicity, physical activity, maternal social status, maternal smoking, own smoking, BMI, systolic blood pressure, LDL, HDL and triglycerides. We used regression analysis to test: (1) association between CVD risk score at age 15 and depressive symptoms at ages 12 and 18; (2) association of IL-6 and CRP at age 9 with depressive symptoms at age 12 and CVD risk score at age 15; and (3) mediating effects of CVD risk score on associations of IL-6/CRP at age 9 with depressive symptoms at age 18. RESULTS The risk set comprised 5007 participants. CVD risk score in mid-adolescence was associated with depressive symptoms in early-adulthood (adjusted beta=0.06; standard error (SE)=0.02; p<0.001). Depressive symptoms in childhood were not associated with CVD risk score in mid-adolescence (adjusted beta=0.03; SE=0.02; p=0.11). Childhood inflammatory markers were associated with CVD risk score in mid-adolescence. Adolescent CVD risk score mediated the associations between childhood inflammatory markers and depressive symptoms in early-adulthood. LIMITATIONS The cohort primarily comprises White individuals, limiting generalisability. Sample attrition required imputation for missing data. CONCLUSIONS Association between CVD risk and depression in childhood/adolescence is unidirectional, with higher CVD risk increasing the risk of depressive symptoms. Childhood inflammation may increase risk of depression by influencing adolescent CVD risk.
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Affiliation(s)
- Anna B Chaplin
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom.
| | - Nick Smith
- James Paget University Hospital, Norfolk, United Kingdom
| | - Peter B Jones
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom; Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, United Kingdom
| | - Golam M Khandaker
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom; Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, United Kingdom; MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom; Centre for Academic Mental Health, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom; Avon and Wiltshire Mental Health Partnership NHS Trust, Bristol, United Kingdom
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20
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Cao D, Chen Y, Gao X, Zhu Y, Wu D, Liu G. Hypertension in 172 Chinese Children: An 8-Year Retrospective Study. J NIPPON MED SCH 2021; 88:178-188. [PMID: 34193741 DOI: 10.1272/jnms.jnms.2021_88-301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
BACKGROUND We evaluated children with hypertension and compared those with essential and secondary (including renal and non-renal) hypertension. METHODS This retrospective study analyzed data from hypertensive children (age, 0-18 years) referred for treatment between January 2008 and December 2015. Demographic factors, causative factors, and medical treatments were evaluated. Treatment failure was defined as a systolic or diastolic blood pressure ≥95th percentile for age, gender, and height on three separate occasions, despite treatment. All patients not meeting the failure criteria were considered to have controlled hypertension. The control rate was defined as the proportion of patients with controlled blood pressure. RESULTS Among 172 consecutive patients, 28% had essential hypertension and 72% had secondary hypertension. As compared with children with secondary hypertension, those with essential hypertension had a higher frequency of family history of hypertension (P<0.001), a higher body mass index (BMI) (P=0.001), lower frequency of proteinuria (P=0.003), lower uric acid (P=0.04), and lower triglyceride (P=0.048). The medications used in the controlled group were similar to those used in the uncontrolled group. Angiotensin-converting enzyme inhibitors (ACEIs) were only used in nephrogenic patients, and a higher rate of ACEI use seemed to increase control rates. Control rates did not significantly differ by age, number of drugs, or cause of hypertension. CONCLUSIONS As compared with children with secondary hypertension, those with essential hypertension were more likely to have a family history of hypertension and had a higher BMI, lower frequency of proteinuria, and lower uric acid and triglyceride concentrations. Treatment guidelines for essential and secondary hypertension should be established for children of all ages.
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Affiliation(s)
- Di Cao
- Medical Affairs Department, Children's Hospital of Fudan University
| | - Yewei Chen
- Department of Pharmacy, Children's Hospital of Fudan University
| | - Xuan Gao
- Department of Pharmacy, Children's Hospital of Fudan University
| | - Yiqing Zhu
- Department of Pharmacy, Children's Hospital of Fudan University
| | - Dan Wu
- Department of Pharmacy, Children's Hospital of Fudan University
| | - Gongbao Liu
- Medical Affairs Department, Children's Hospital of Fudan University
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21
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Smith KJ, Magnussen CG, Pahkala K, Koskinen J, Sabin MA, Hutri-Kähönen N, Kähönen M, Laitinen T, Tammelin T, Tossavainen P, Jokinen E, Viikari JSA, Juonala M, Raitakari OT. Youth to adult body mass index trajectories as a predictor of metabolically healthy obesity in adulthood. Eur J Public Health 2021; 30:195-199. [PMID: 31169878 DOI: 10.1093/eurpub/ckz109] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Adiposity in childhood and adolescence (youth) has been shown to associate with adult metabolic health. What is not known, is whether youth body mass index (BMI) associates with metabolically healthy obesity (MHO) in adulthood, and if so, the age when the BMI to MHO association emerges. This study aimed to determine if BMI trajectories from youth to adulthood differed between adults with MHO and metabolically unhealthy obesity (MUHO). METHODS The Cardiovascular Risk in Young Finns Study had measured weight and height up to eight times in individuals from youth (3-18 years in 1980) to adulthood (24-49 years). Adult MHO was defined as BMI ≥ 30 kg m-2, normal fasting glucose (<5.6 mmol l-1), triglycerides (<1.695 mmol l-1), high density lipoprotein cholesterol (≥1.295 mmol l-1 females, ≥1.036 mmol l-1 males), blood pressure (<130/85 mmHg) and no medications for these conditions. BMI trajectories were compared for adults with MHO and MUHO using multilevel mixed models adjusted for age, sex and follow-up time. RESULTS Mean (SD) follow-up time was 29 (3) years. Five hundred and twenty-four participants were obese in adulthood, 66 (12.6%) had MHO. BMI was similar through childhood, adolescence and young adulthood. BMI trajectories diverged at age 33, when individuals with MHO had at least 1.0 kg m-2 lower BMI than those with MUHO, significantly lower at 36 (-2.1 kg m-2, P = 0.001) and 42 years (-1.7 kg m-2; P = 0.005). CONCLUSION Adult MHO was characterized by lower adult BMI, not youth BMI. Preventing additional weight gain among adults who are obese may be beneficial for metabolic health.
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Affiliation(s)
- Kylie J Smith
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Costan G Magnussen
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia.,Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
| | - Katja Pahkala
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.,Paavo Nurmi Centre, Sports & Exercise Medicine Unit, Department of Physical Activity and Health, University of Turku, Turku, Finland
| | - Juha Koskinen
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
| | - Matthew A Sabin
- Department of Paediatrics, University of Melbourne, Melbourne, Australia.,Murdoch Children's Research Institute and Royal Children's Hospital, Melbourne, Australia
| | - Nina Hutri-Kähönen
- Department of Pediatrics, University of Tampere, Tampere University Hospital, Tampere, Finland
| | - Mika Kähönen
- Department of Clinical Physiology, University of Tampere School of Medicine, Tampere University Hospital, Tampere, Finland
| | - Tomi Laitinen
- Department of Clinical Physiology and Nuclear Medicine, University of Eastern Finland, Kuopio University Hospital, Kuopio, Finland
| | - Tuija Tammelin
- LIKES Research Centre for Physical Activity and Health, Jyväskylä, Finland
| | | | - Eero Jokinen
- Department of Pediatrics, University of Helsinki, Helsinki, Finland
| | - Jorma S A Viikari
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.,Department of Medicine, University of Turku, Turku, Finland.,Division of Medicine, Turku University Hospital, Turku, Finland
| | - Markus Juonala
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.,Department of Medicine, University of Turku, Turku, Finland.,Division of Medicine, Turku University Hospital, Turku, Finland
| | - Olli T Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.,Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland
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22
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Within-visit SBP variability from childhood to adulthood and markers of cardiovascular end-organ damage in mid-life. J Hypertens 2021; 39:1865-1875. [PMID: 34397629 DOI: 10.1097/hjh.0000000000002855] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Within-visit SBP variability is associated with age and SBP, but its long-term clinical significance is unknown. We examined the association between child, adult, and life-time within-visit SBP variability with markers of end-organ damage using data from a 31-year longitudinal study. METHODS Within-visit SBP variability was calculated as the standard deviation of three sitting SBP readings among up to 3010 participants aged 6-18 years (childhood) who were re-measured up to seven times to mid-adulthood. Markers of cardiovascular end-organ damage in adulthood were carotid intima--media thickness, brachial flow-mediated dilatation, carotid distensibility, pulse wave velocity, left ventricular mass index, carotid plaque, and coronary artery calcification. RESULTS The mean (standard deviation) cumulative within-visit SBP variability was 2.7 (1.5) mmHg in childhood, 3.9 (1.9) mmHg in adulthood and 3.7 (1.5) mmHg across the observed life-time. Childhood within-visit SBP variability was not correlated with its subsequent values measured from 3 to 31 years later. With adjustment for age, sex, cumulative SBP, BMI and serum lipids, neither child, adult, or life-time cumulative within-visit SBP variability associated with markers of cardiovascular end-organ damage. However, higher child, adult, and life-time cumulative SBP significantly associated with higher carotid intima--media thickness, higher pulse wave velocity, lower brachial flow-mediated dilatation, lower carotid distensibility in adulthood. CONCLUSION Within-visit SBP variability from childhood to adulthood does not provide additional predictive utility over SBP over the same period of the life course.
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23
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Rojas LZ, Gamboa-Delgado EM, Quintero-Lesmes DC. Daily intake of macronutrients and energy in childhood and its association with cardiometabolic risk factors in Colombians. J Pediatr Endocrinol Metab 2020; 33:1569-1576. [PMID: 33180044 DOI: 10.1515/jpem-2020-0362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 09/24/2020] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Determine the intake and percentage of adequacy of macronutrients and their association with cardiovascular risk factors in a sample of Colombian schoolchildren. METHODS Cross-sectional study nested in a prospective population-based cohort in schoolchildren between 6 and 10 years of age; cardiovascular risk markers and anthropometric measures were measured. Macronutrient intake was established through a food consumption frequency questionnaire (FFQ). The percentage of adequacy was evaluated by comparison with the dietary reference intakes (DRI) and the recommendations for energy and nutrient intake (RIEN) for the Colombian population. Linear regression analysis was performed to assess the association between daily macronutrient/energy intake and cardiometabolic risk factors. RESULTS A total of 1,282 school children (51.09% boys and 48.91% girls; mean age 8.4 ± 1.4 years). The percentage of energy adequacy was 107% (Q1=87.5; Q3=127.2). The macronutrients in overadequacy were proteins and carbohydrates. The total fiber had a low adequacy around 26.0% (Q1=15.8; Q3=38.6). Fat intake was positively associated with BMI, insulin, and HOMA-IR index, while carbohydrate consumption was related to these same factors, although negatively in tight models. CONCLUSIONS Schoolchildren in this study had an inadequate protein, carbohydrate, and fiber intake. The results suggest a significant positive and negative relationship between the consumption of both fat and carbohydrates and cardiometabolic risk factors such as BMI, insulin levels, and HOMA-IR.
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Affiliation(s)
- Lyda Z Rojas
- Fundación Cardiovascular de Colombia, Floridablanca, Colombia
| | - Edna M Gamboa-Delgado
- Escuela de Nutrición y Dietética, Universidad Industrial de Santander. Bucaramanga, Colombia
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24
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Liu Y, Yan Y, Jiang T, Li S, Guo Y, Fernandez C, Barshop R, Bazzano L, He J, Chen W. Impact of Long-Term Burden of Body Mass Index and Blood Pressure From Childhood on Adult Left Ventricular Structure and Function. J Am Heart Assoc 2020; 9:e016405. [PMID: 32779511 PMCID: PMC7660834 DOI: 10.1161/jaha.120.016405] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Background Data are limited regarding the relationship between the life‐course burden of risk factors and adult cardiac function. This study sought to examine the impact of long‐term burden of body mass index (BMI) and blood pressure (BP) levels on changes in adult left ventricular (LV) structure and function in a community‐based cohort. Methods and Results The longitudinal study cohort consisted of 1108 adult patients (726 White; 41.9% men; mean age, 48.2 years in the last survey) who had been examined 4 to 16 times for BMI and BP and echocardiographic LV structure and function in adulthood, with a mean follow‐up period of 38.8 years. The area under the curve was used as a measure of long‐term burden of BMI and BP. Adult LV mass index was significantly associated with childhood and adulthood BMI and systolic BP (SBP), and their area under the curve values (β=0.07–0.37; P<0.05 for all). Adult LV ejection fraction was negatively associated with childhood BMI (β=−0.08), adult BMI (β=−0.07) and BMI area under the curve (β=−0.07) (P<0.05 for all); the effects of SBP measures were not significant. Adult E/A ratio was negatively associated with adulthood SBP (β=−0.13; P<0.01) and total area under the curve of SBP (β=−0.13; P<0.01). E/e′ ratio was positively associated with BMI and SBP measures. The effects of diastolic BP measures were substantially similar to those of SBP measures. Participants with LV hypertrophy, eccentric hypertrophy, and concentric hypertrophy had significantly lower LV ejection fraction and higher E/e′ ratio. Conclusions These observations provide strong evidence that early‐life adiposity and BP levels and their life‐course cumulative burdens are associated with subclinical changes in adult LV structure and function in the general population.
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Affiliation(s)
- Yang Liu
- Department of Cardiology The First Affiliated Hospital of Soochow University Suzhou China.,Department of Epidemiology Tulane University School of Public Health and Tropical Medicine New Orleans LA USA
| | - Yinkun Yan
- Department of Epidemiology Tulane University School of Public Health and Tropical Medicine New Orleans LA USA.,Beijing Children's Hospital Capital Medical University National Center for Children's Health Beijing China
| | - Tingbo Jiang
- Department of Cardiology The First Affiliated Hospital of Soochow University Suzhou China
| | - Shengxu Li
- Children's Minnesota Research Institute Children's Hospitals and Clinics of Minnesota Minneapolis MN USA
| | - Yajun Guo
- Department of Epidemiology Tulane University School of Public Health and Tropical Medicine New Orleans LA USA
| | - Camilo Fernandez
- Department of Epidemiology Tulane University School of Public Health and Tropical Medicine New Orleans LA USA
| | - Rupert Barshop
- Department of Epidemiology Tulane University School of Public Health and Tropical Medicine New Orleans LA USA
| | - Lydia Bazzano
- Department of Epidemiology Tulane University School of Public Health and Tropical Medicine New Orleans LA USA
| | - Jiang He
- Department of Epidemiology Tulane University School of Public Health and Tropical Medicine New Orleans LA USA
| | - Wei Chen
- Department of Epidemiology Tulane University School of Public Health and Tropical Medicine New Orleans LA USA
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25
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Wu F, Juonala M, Sabin MA, Buscot MJ, Pahkala K, Smith KJ, Hutri-Kähönen N, Kähönen M, Laitinen TP, Viikari JSA, Raitakari OT, Magnussen CG. Association of Body Mass Index in Youth With Adult Cardiometabolic Risk. J Am Heart Assoc 2020; 9:e015288. [PMID: 32627629 PMCID: PMC7660723 DOI: 10.1161/jaha.119.015288] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Background Whether long‐term exposure to overweight or obesity from early life to adulthood has a detrimental influence on health outcomes is unknown. We aimed to investigate whether duration of overweight or obesity from youth to adulthood is associated with adult cardiometabolic risk. Methods and Results A population‐based cohort study was performed of 1268 youths, aged 3 to 18 years, with follow‐ups at 3, 6, 9, 12, 21, 27, and 31 years. Duration of overweight or obesity over 31‐year follow‐up was calculated. Adulthood outcomes included type 2 diabetes mellitus, impaired fasting glucose, high insulin levels, high carotid intima‐media thickness, hypertension, low high‐density lipoprotein cholesterol, high low‐density lipoprotein cholesterol and triglycerides, arterial pulse wave velocity, carotid artery compliance, Young elastic modulus, and stiffness index. Rates of overweight/obesity were 7.9% at baseline and 55.9% after 31 years. After adjustment for confounders, longer duration of overweight or obesity was associated with increased risk of all outcomes (relative risk ranged from 1.45–9.06 for type 2 diabetes mellitus, impaired fasting glucose, carotid intima‐media thickness, hypertension, high‐density lipoprotein cholesterol, low‐density lipoprotein cholesterol, and triglycerides; β from 0.370–0.543 m/s for pulse wave velocity; –0.193 to –0.237 %/10 mm Hg for carotid artery compliance; 52.1–136.8 mm Hg·mm for Young elastic modulus; and 0.554–0.882 for stiffness index). When body mass index was further adjusted, these associations disappeared or were substantially reduced. Detrimental associations of adult body mass index with all outcomes were robust to adjustment for confounders and duration of overweight or obesity. Conclusions Overweight or obesity in adulthood rather than childhood appears to be more important for adult cardiometabolic health.
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Affiliation(s)
- Feitong Wu
- Menzies Institute for Medical ResearchUniversity of Tasmania Hobart Australia
| | - Markus Juonala
- Department of Medicine University of Turku Finland.,Division of Medicine Turku University Hospital Turku Finland
| | - Matthew A Sabin
- Department of Paediatrics Murdoch Children's Research InstituteRoyal Children's HospitalUniversity of Melbourne Vic. Australia
| | - Marie-Jeanne Buscot
- Menzies Institute for Medical ResearchUniversity of Tasmania Hobart Australia
| | - Katja Pahkala
- Research Centre of Applied and Preventive Cardiovascular Medicine University of Turku Finland.,Paavo Nurmi Centre Sports & Exercise Medicine Unit Department of Physical Activity and Health University of Turku Finland.,Centre for Population Health Research University of Turku and Turku University Hospital Turku Finland
| | - Kylie J Smith
- Menzies Institute for Medical ResearchUniversity of Tasmania Hobart Australia
| | - Nina Hutri-Kähönen
- Department of Pediatrics Tampere University and Tampere University Hospital Tampere Finland
| | - Mika Kähönen
- Faculty of Medicine and Health Technology Department of Clinical Physiology Tampere University HospitalTampere University Tampere Finland
| | - Tomi P Laitinen
- Department of Clinical Physiology and Nuclear Medicine Kuopio University Hospital and University of Eastern Finland Kuopio Finland
| | - Jorma S A Viikari
- Department of Medicine University of Turku Finland.,Division of Medicine Turku University Hospital Turku Finland
| | - Olli T Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine University of Turku Finland.,Centre for Population Health Research University of Turku and Turku University Hospital Turku Finland.,Department of Clinical Physiology and Nuclear Medicine Turku University Hospital Turku Finland
| | - Costan G Magnussen
- Menzies Institute for Medical ResearchUniversity of Tasmania Hobart Australia.,Research Centre of Applied and Preventive Cardiovascular Medicine University of Turku Finland.,Centre for Population Health Research University of Turku and Turku University Hospital Turku Finland
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26
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Juonala M, Wu F, Sinaiko A, Woo JG, Urbina EM, Jacobs D, Steinberger J, Prineas R, Koskinen J, Sabin MA, Burgner DP, Burns TL, Bazzano L, Venn A, Viikari JS, Hutri-Kähönen N, Daniels SR, Dwyer T, Raitakari OT, Magnussen CG. Non-HDL Cholesterol Levels in Childhood and Carotid Intima-Media Thickness in Adulthood. Pediatrics 2020; 145:peds.2019-2114. [PMID: 32209701 PMCID: PMC7111486 DOI: 10.1542/peds.2019-2114] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/05/2019] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Elevated non-high-density lipoprotein cholesterol (HDL-C) levels are used to identify children at increased cardiovascular risk, but the use of non-HDL-C in childhood to predict atherosclerosis is unclear. We examined whether the National Heart, Lung, and Blood Institute classification of youth non-HDL-C status predicts high common carotid artery intima-media thickness in adulthood. METHODS We analyzed data from 4 prospective cohorts among 4582 children aged 3 to 19 years who were remeasured as adults (mean follow-up of 26 years). Non-HDL-C status in youth and adulthood was classified according to cut points of the National Heart, Lung, and Blood Institute and the National Cholesterol Education Program Adult Treatment Panel III. High carotid intima-media thickness (cIMT) in adulthood was defined as at or above the study visit-, age-, sex-, race-, and cohort-specific 90th percentile of intima-media thickness. RESULTS In a log-binomial regression analysis adjusted with age at baseline, sex, cohort, length of follow-up, baseline BMI, and systolic blood pressure, children with dyslipidemic non-HDL-C were at increased risk of high cIMT in adulthood (relative risk [RR], 1.29; 95% confidence interval [CI], 1.07-1.55). Compared with the persistent normal group, the persistent dyslipidemia group (RR, 1.80; 95% CI, 1.37-2.37) and incident dyslipidemia (normal to dyslipidemia) groups (RR, 1.45; 95% CI, 1.07-1.96) had increased risk of high cIMT in adulthood, but the risk was attenuated for the resolution (dyslipidemia to normal) group (RR, 1.17; 95% CI, 0.97-1.41). CONCLUSIONS Dyslipidemic non-HDL-C levels predict youth at risk for developing high cIMT in adulthood. Those who resolve their non-HDL-C dyslipidemia by adulthood have normalized risk of developing high cIMT in adulthood.
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Affiliation(s)
- Markus Juonala
- Department of Medicine, University of Turku and Division of Medicine, Turku University Hospital, .,Contributed equally as co-first authors
| | - Feitong Wu
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia;,Contributed equally as co-first authors
| | - Alan Sinaiko
- Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
| | - Jessica G. Woo
- Division of Biostatistics and Epidemiology, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center and College of Medicine, University of Cincinnati and
| | - Elaine M. Urbina
- Division of Cardiology, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center and University of Cincinnati, Cincinnati, Ohio
| | - David Jacobs
- Division of Epidemiology and Community Health, School of Public Health and
| | - Julia Steinberger
- Department of Pediatrics, University of Minnesota Masonic Children’s Hospital, Minneapolis, Minnesota
| | - Ronald Prineas
- Division of Public Health Sciences, School of Medicine, Wake Forest University, Winston‐Salem, North Carolina
| | - Juha Koskinen
- Heart Center, Kymenlaakso Central Hospital, Kotka, Finland
| | - Matthew A. Sabin
- Murdoch Children’s Research Institute, Royal Children’s Hospital, Parkville, Australia
| | - David P. Burgner
- Murdoch Children’s Research Institute, Royal Children’s Hospital, Parkville, Australia
| | - Trudy L. Burns
- Department of Pediatrics, University of Melbourne, Parkville, Australia;,Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, Iowa
| | - Lydia Bazzano
- Departments of Epidemiology and Biostatistics and Bioinformatics, Tulane University Health Sciences Center, Tulane University, New Orleans, Louisiana
| | - Alison Venn
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Jorma S.A. Viikari
- Department of Medicine, University of Turku and Division of Medicine, Turku University Hospital
| | - Nina Hutri-Kähönen
- Department of Pediatrics, Tampere University Hospital and Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Stephen R. Daniels
- Department of Pediatrics, Children’s Hospital Colorado and School of Medicine, University of Colorado, Aurora, Colorado; and
| | - Terence Dwyer
- The George Institute for Global Health, University of Oxford, Oxford, United Kingdom
| | - Olli T. Raitakari
- Department of Clinical Physiology and Nuclear Medicine, University of Turku and Turku University Hospital, and,Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
| | - Costan G. Magnussen
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland;,Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
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27
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Yan Y, Li S, Guo Y, Fernandez C, Bazzano L, He J, Mi J, Chen W. Life-Course Cumulative Burden of Body Mass Index and Blood Pressure on Progression of Left Ventricular Mass and Geometry in Midlife: The Bogalusa Heart Study. Circ Res 2020; 126:633-643. [PMID: 31992136 DOI: 10.1161/circresaha.119.316045] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
RATIONALE Data are limited regarding the influence of life-course cumulative burden of increased body mass index (BMI) and elevated blood pressure (BP) on the progression of left ventricular (LV) geometric remodeling in midlife. OBJECTIVE To investigate the dynamic changes in LV mass and LV geometry over 6.4 years during midlife and to examine whether the adverse progression of LV geometric remodeling is influenced by the cumulative burden of BMI and BP from childhood to adulthood. METHODS AND RESULTS The study consisted of 877 adults (604 whites and 273 blacks; 355 males; mean age=41.4 years at follow-up) who had 5 to 15 examinations of BMI and BP from childhood and 2 examinations of LV dimensions at baseline and follow-up 6.4 years apart during adulthood. The area under the curve (AUC) was calculated as a measure of long-term burden (total AUC) and trends (incremental AUC) of BMI and systolic BP (SBP). After adjusting for age, race, sex, smoking, alcohol drinking, and baseline LV mass index, the annual increase rate of LV mass index was associated with all BMI measures (β=0.16-0.36, P<0.05 for all), adult SBP (β=0.07, P=0.04), and total AUC of SBP (β=0.09, P=0.01) but not with childhood and incremental AUC values of SBP. All BMI and SBP measures (except childhood SBP) were significantly associated with increased risk of incident LV hypertrophy, with odds ratios of BMI (odds ratio=1.85-2.74, P<0.05 for all) being significantly greater than those of SBP (odds ratio=1.09-1.34, P<0.05 for all except childhood SBP). In addition, all BMI measures were significantly and positively associated with incident eccentric and concentric LV hypertrophy. CONCLUSIONS Life-course cumulative burden of BMI and BP is associated with the development of LV hypertrophy in midlife, with BMI showing stronger associations than BP. Visual Overview: An online visual overview is available for this article.
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Affiliation(s)
- Yinkun Yan
- From the Department of Non-Communicable Disease Management, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, China (Y.Y., J.M.)
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (Y.Y., Y.G., C.F., L.B., J.H., W.C.)
| | - Shengxu Li
- Children's Minnesota Research Institute, Children's Hospitals and Clinics of Minnesota, Minneapolis (S.L.)
| | - Yajun Guo
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (Y.Y., Y.G., C.F., L.B., J.H., W.C.)
| | - Camilo Fernandez
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (Y.Y., Y.G., C.F., L.B., J.H., W.C.)
| | - Lydia Bazzano
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (Y.Y., Y.G., C.F., L.B., J.H., W.C.)
| | - Jiang He
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (Y.Y., Y.G., C.F., L.B., J.H., W.C.)
| | - Jie Mi
- From the Department of Non-Communicable Disease Management, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, China (Y.Y., J.M.)
| | - Wei Chen
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (Y.Y., Y.G., C.F., L.B., J.H., W.C.)
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Childhood risk factors and carotid atherosclerotic plaque in adulthood: The Cardiovascular Risk in Young Finns Study. Atherosclerosis 2020; 293:18-25. [DOI: 10.1016/j.atherosclerosis.2019.11.029] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 11/18/2019] [Accepted: 11/27/2019] [Indexed: 12/28/2022]
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Sahle BW, Breslin M, Sanderson K, Patton G, Dwyer T, Venn A, Gall S. Association between depression, anxiety and weight change in young adults. BMC Psychiatry 2019; 19:398. [PMID: 31842829 PMCID: PMC6916239 DOI: 10.1186/s12888-019-2385-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Accepted: 12/04/2019] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND To investigate whether there are bi-directional associations between anxiety and mood disorders and body mass index (BMI) in a cohort of young adults. METHODS We analysed data from the 2004-2006 (baseline) and 2009-2011 (follow-up) waves of the Childhood Determinants of Adult Health study. Lifetime DSM-IV anxiety and mood disorders were retrospectively diagnosed with the Composite International Diagnostic Interview. Potential mediators were individually added to the base models to assess their potential role as a mediator of the associations. RESULTS In males, presence of mood disorder history at baseline was positively associated with BMI gain (β = 0.77, 95% CI: 0.14-1.40), but baseline BMI was not associated with subsequent risk of mood disorder. Further adjustment for covariates, including dietary pattern, physical activity, and smoking reduced the coefficient (β) to 0.70 (95% CI: 0.01-1.39), suggesting that the increase in BMI was partly mediated by these factors. In females, presence of mood disorder history at baseline was not associated with subsequent weight gain, however, BMI at baseline was associated with higher risk of episode of mood disorder (RR per kg/m2: 1.04, 95% CI: 1.01-1.08), which was strengthened (RR per kg/m2 = 1.07, 95% CI: 1.00-1.15) after additional adjustment in the full model. There was no significant association between anxiety and change in BMI and vice-versa. CONCLUSION The results do not suggest bidirectional associations between anxiety and mood disorders, and change in BMI. Interventions promoting healthy lifestyle could contribute to reducing increase in BMI associated with mood disorder in males, and excess risk of mood disorder associated with BMI in females.
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Affiliation(s)
- Berhe W. Sahle
- 0000 0004 1936 826Xgrid.1009.8Menzies Institute for Medical Research, University of Tasmania, Private Bag 23, Hobart, Tasmania 7001 Australia
| | - Monique Breslin
- 0000 0004 1936 826Xgrid.1009.8Menzies Institute for Medical Research, University of Tasmania, Private Bag 23, Hobart, Tasmania 7001 Australia
| | - Kristy Sanderson
- 0000 0004 1936 826Xgrid.1009.8Menzies Institute for Medical Research, University of Tasmania, Private Bag 23, Hobart, Tasmania 7001 Australia ,0000 0001 1092 7967grid.8273.eSchool of Health Sciences, Faculty of Medicine and Health Sciences, University of East Anglia, Norwich, UK
| | - George Patton
- 0000 0000 9442 535Xgrid.1058.cCentre for Adolescent Health, Murdoch Children’s Research Institute, Melbourne, Australia
| | - Terence Dwyer
- 0000 0004 1936 826Xgrid.1009.8Menzies Institute for Medical Research, University of Tasmania, Private Bag 23, Hobart, Tasmania 7001 Australia ,0000 0004 1936 8948grid.4991.5George Institute, University of Oxford, Oxford, UK
| | - Alison Venn
- 0000 0004 1936 826Xgrid.1009.8Menzies Institute for Medical Research, University of Tasmania, Private Bag 23, Hobart, Tasmania 7001 Australia
| | - Seana Gall
- Menzies Institute for Medical Research, University of Tasmania, Private Bag 23, Hobart, Tasmania, 7001, Australia.
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Koskinen J, Juonala M, Dwyer T, Venn A, Petkeviciene J, Čeponienė I, Bazzano L, Chen W, Sabin MA, Burns TL, Viikari JSA, Woo JG, Urbina EM, Prineas R, Hutri-Kähönen N, Sinaiko A, Jacobs DR, Steinberger J, Daniels S, Raitakari O, Magnussen CG. Utility of Different Blood Pressure Measurement Components in Childhood to Predict Adult Carotid Intima-Media Thickness. Hypertension 2019; 73:335-341. [PMID: 30580683 DOI: 10.1161/hypertensionaha.118.12225] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Childhood blood pressure (BP) levels predict adult subclinical atherosclerosis. However, the best childhood BP component for prediction has not been determined. This study comprised 5925 participants aged 3 to 18 years from 6 cohorts who were followed into adulthood (mean follow-up 25.8±6.2 years). Childhood BP was measured by using a standard mercury sphygmomanometer in all cohorts. Study-specific carotid intima-media thickness ≥90th percentile was used to define subclinical atherosclerosis. Per SD change in the predictor, childhood systolic BP (SBP; age- and sex-adjusted odds ratio [95% CI], 1.24 [1.13-1.37]), mean arterial pressure (1.10 [1.07-1.13]), and pulse pressure (1.15 [1.05-1.27]) were associated with increased adulthood intima-media thickness. In age- and sex-adjusted analyses, area under the receiver operating characteristic curves for SBP ( C value [95% CI], 0.677 [0.657-0.704]) showed significantly improved prediction compared with diastolic BP (0.669 [0.646-0.693], P=0.006) or mean arterial pressure (0.674 [0.653-0.699], P=0.01). Pulse pressure provided a C value that was not different from SBP (0.676 [0.653-0.699], P=0.16). Combining different BP components did not improve prediction over SBP measurement alone. Based on the associations with adult carotid intima-media thickness, cut points for elevated SBP were 105 mm Hg for 3- to 6-year-old boys, 108 mm Hg for 3- to 6-year-old girls, 108 mm Hg for 7- to 12-year-old boys, 106 mm Hg for 7- to 12-year-old girls, 123 mm Hg for 13- to 18-year-old boys, and 115 mm Hg for 13- to 18-year-old girls. Our analyses suggest that several childhood BP measurement components are related to adulthood carotid intima-media thickness. Of these, SBP provided the best predictive ability.
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Affiliation(s)
- Juha Koskinen
- From the Research Centre of Applied and Preventive Cardiovascular Medicine (J.K., O.R., C.G.M.), University of Turku, Finland.,Heart Center, Kymenlaakso Central Hospital, Kotka, Finland (J.K.)
| | - Markus Juonala
- Department of Medicine (M.J., J.S.A.V.), University of Turku, Finland.,Division of Medicine (M.J., J.S.A.V.), Turku University Hospital, Finland.,Murdoch Childrens Research Institute, Parkville, Victoria, Australia (M.J.)
| | - Terence Dwyer
- George Institute, University of Oxford, United Kingdom (T.D.)
| | - Alison Venn
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia (A.V., C.G.M.)
| | - Janina Petkeviciene
- Faculty of Public Health, Medical Academy (J.P.), Lithuanian University of Health Sciences, Kaunas
| | - Indrė Čeponienė
- Department of Cardiology, Medical Academy (I.C.), Lithuanian University of Health Sciences, Kaunas
| | - Lydia Bazzano
- Department of Epidemiology and Department Biostatistics and Bioinformatics, Tulane University Health Sciences Center (L.B.), Tulane University, New Orleans, LA
| | - Wei Chen
- Department of Epidemiology, Tulane Center for Cardiovascular Health (W.C.), Tulane University, New Orleans, LA
| | - Matthew A Sabin
- Royal Children's Hospital, Parkville, Australia (M.A.S.).,Department of Pediatrics, University of Melbourne, Parkville, Australia (M.A.S.)
| | - Trudy L Burns
- Department of Epidemiology, College of Public Health, University of Iowa (T.L.B.)
| | - Jorma S A Viikari
- Department of Medicine (M.J., J.S.A.V.), University of Turku, Finland.,Division of Medicine (M.J., J.S.A.V.), Turku University Hospital, Finland
| | - Jessica G Woo
- Division of Biostatistics and Epidemiology, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, OH (J.G.W.)
| | - Elaine M Urbina
- The Heart Institute, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati, OH (E.M.U.)
| | - Ronald Prineas
- Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (R.P.)
| | - Nina Hutri-Kähönen
- Department of Pediatrics, University of Tampere School of Medicine and Tampere University Hospital, Finland (N.H.-K.)
| | - Alan Sinaiko
- Department of Pediatrics (A.S.), University of Minnesota, Minneapolis
| | - David R Jacobs
- Division of Epidemiology and Community Health, School of Public Health (D.R.J.), University of Minnesota, Minneapolis
| | - Julia Steinberger
- Department of Pediatrics, University of Minnesota Masonic Children's Hospital (J.S.)
| | - Stephen Daniels
- Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, Aurora (S.D.)
| | - Olli Raitakari
- From the Research Centre of Applied and Preventive Cardiovascular Medicine (J.K., O.R., C.G.M.), University of Turku, Finland.,Department of Clinical Physiology and Nuclear Medicine, University of Turku (O.R.), Turku University Hospital, Finland
| | - Costan G Magnussen
- From the Research Centre of Applied and Preventive Cardiovascular Medicine (J.K., O.R., C.G.M.), University of Turku, Finland.,Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia (A.V., C.G.M.)
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31
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Urbina EM, Khoury PR, Bazzano L, Burns TL, Daniels S, Dwyer T, Hu T, Jacobs DR, Juonala M, Prineas R, Raitakari O, Steinberger J, Venn A, Woo JG, Sinaiko A. Relation of Blood Pressure in Childhood to Self-Reported Hypertension in Adulthood. Hypertension 2019; 73:1224-1230. [PMID: 31067199 DOI: 10.1161/hypertensionaha.118.12334] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Blood pressure (BP) tracking (maintaining a BP percentile) across life is not well defined but is important in predicting which children will become hypertensive adults. We computed BP tracking in subjects with BP measured in childhood and adulthood and performed logistic regression to determine the ability of childhood BP to predict adult hypertension (N=5035, 46.7 years, 74.2% white, 17.7% black; 39.6% male). Prevalence of hypertension was 29%. Correlations between systolic BP for child and adolescent were r=0.48; for adolescent and young adult were r=0.40, and for child and young adult were r=0.24 (all P<0.0001). Participants self-reporting adult hypertension were less likely to be white (38.7% black, 27.6% white, 20.9% other; P<0.0001) and female (26.4% females, 32.9% male, P<0.0001). Participants with adult hypertension were more likely to have higher BP and adiposity by age 10 years and abnormal lipids and glucose by age 16 years. There was a graded increase in the frequency of self-reported adult hypertension across the BP change groups, even within the persistently normotensive group (X2<0.0001) from 19% in children with a systolic BP% persistently below the median to 80% for individuals with elevated BP in both childhood and adolescence. Although our precision to predict which individual child is at risk of adult BP-related cardiovascular disease is weak, an increase in systolic BP and body mass index percentile from childhood to adolescence should signal a need for lifestyle intervention to prevent future sustained hypertension-related cardiovascular disease.
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Affiliation(s)
- Elaine M Urbina
- From the Heart Institute, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics (E.M.U., P.R.K.), University of Cincinnati College of Medicine, OH
| | - Philip R Khoury
- From the Heart Institute, Cincinnati Children's Hospital Medical Center, and Department of Pediatrics (E.M.U., P.R.K.), University of Cincinnati College of Medicine, OH
| | | | - Trudy L Burns
- Department of Epidemiology, College of Public Health, University of Iowa (T.L.B.)
| | - Stephen Daniels
- Department of Pediatrics, University of Colorado School of Medicine, Aurora (S.D.)
| | | | - Tian Hu
- Division of Epidemiology and Community Health, School of Public Health (T.H., D.R.J.), University of Minnesota, Minneapolis
| | - David R Jacobs
- Division of Epidemiology and Community Health, School of Public Health (T.H., D.R.J.), University of Minnesota, Minneapolis
| | - Markus Juonala
- Department of Internal Medicine (M.J.), University of Turku, Finland.,Division of Medicine (M.J.), Turku University Hospital, Finland.,Murdoch Children's Research Institute, Parkville, Victoria, Australia (M.J.)
| | - Ronald Prineas
- Division of Public Health Sciences, Wake Forest University School of Medicin-Winston Salem, NC (R.P.)
| | - Olli Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine (O.R.), University of Turku, Finland.,Department of Clinical Physiology and Nuclear Medicine (O.R.), Turku University Hospital, Finland
| | - Julia Steinberger
- Division of Pediatric Cardiology, Department of Pediatrics, Medical School (J.S.), University of Minnesota, Minneapolis
| | - Alison Venn
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia (A.V.)
| | - Jessica G Woo
- Division of Biostatistics and Epidemiology Children's Hospital Medical Center, and Department of Pediatrics (J.G.W.), University of Cincinnati College of Medicine, OH
| | - Alan Sinaiko
- Division of Nephrology (A.S.), University of Minnesota Medical School, Minneapolis
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Liu Y, Yan Y, Yang X, Li S, Bazzano L, He J, Chen W. Long-Term Burden of Higher Body Mass Index and Adult Arterial Stiffness Are Linked Predominantly Through Elevated Blood Pressure. Hypertension 2019; 73:229-234. [PMID: 30571556 DOI: 10.1161/hypertensionaha.118.12106] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Obesity and hypertension are important risk factors of arterial stiffness. However, the complex relationship between increased body mass index (BMI), elevated blood pressure (BP), and arterial stiffness is largely unknown. We aim to examine the mediation effect of elevated BP on the association of early life BMI, long-term burden, and trend of BMI with arterial stiffness in midlife. The longitudinal study cohort consisted of 1190 participants (829 whites and 361 blacks, 518 males, mean age=40.0 years at follow-up) who had been examined for BMI and BP 4 to 15 times from childhood and aortic-femoral pulse wave velocity (afPWV) in adulthood, with a mean follow-up period of 30.3 years. Total area under the curve (AUCt) and incremental AUC (AUCi) were calculated in random-effects models and used as long-term measures of BMI and BP. Total effects of BMI measures on adult afPWV, adjusted for covariates were all significant without adult BMI and systolic BP (SBP) measures included in the models. The mediation effects of adult SBP (20.2%) and SBP AUCi (16.9%) were significant on the childhood BMI-afPWV association. Adult SBP showed significant mediation effects of 36.7% on the BMI AUCi-afPWV association and 36.4% on the BMI AUCt-afPWV association. The mediation effect of SBP AUCi was estimated at 63.3% ( P<0.01) on the BMI AUCi-afPWV association. Diastolic BP had similar total and mediation effects. These findings suggest that the association of increased childhood BMI and its cumulative burden with adult arterial stiffness measured as afPWV is predominantly mediated through the long-term and increasing trend of BP.
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Affiliation(s)
- Yang Liu
- From the Department of Cardiology, The First Affiliated Hospital of Soochow University, Suzhou, China (Y.L., X.Y.).,Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (Y.L., Y.Y., L.B., J.H., W.C.)
| | - Yinkun Yan
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (Y.L., Y.Y., L.B., J.H., W.C.).,Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China (Y.Y.)
| | - Xiangjun Yang
- From the Department of Cardiology, The First Affiliated Hospital of Soochow University, Suzhou, China (Y.L., X.Y.)
| | - Shengxu Li
- Children's Minnesota Research Institute, Children's Hospitals and Clinics of Minnesota, Minneapolis, MN (S.L.)
| | - Lydia Bazzano
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (Y.L., Y.Y., L.B., J.H., W.C.)
| | - Jiang He
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (Y.L., Y.Y., L.B., J.H., W.C.)
| | - Wei Chen
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (Y.L., Y.Y., L.B., J.H., W.C.)
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33
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Kartiosuo N, Ramakrishnan R, Lemeshow S, Juonala M, Burns TL, Woo JG, Jacobs DR, Daniels SR, Venn A, Steinberger J, Urbina EM, Bazzano L, Sabin MA, Hu T, Prineas RJ, Sinaiko AR, Pahkala K, Raitakari O, Dwyer T. Predicting overweight and obesity in young adulthood from childhood body-mass index: comparison of cutoffs derived from longitudinal and cross-sectional data. THE LANCET CHILD & ADOLESCENT HEALTH 2019; 3:795-802. [DOI: 10.1016/s2352-4642(19)30204-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 05/29/2019] [Accepted: 06/07/2019] [Indexed: 10/26/2022]
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Gomes ÉIL, Zago VHDS, Faria ECD. Evaluation of Lipid Profiles of Children and Youth from Basic Health Units in Campinas, SP, Brazil: A Cross-Sectional Laboratory Study. Arq Bras Cardiol 2019; 114:47-56. [PMID: 31644697 PMCID: PMC7025304 DOI: 10.5935/abc.20190209] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Accepted: 03/10/2019] [Indexed: 11/28/2022] Open
Abstract
Background Among dyslipidemias, hypercholesterolemia is considered the main risk factor for cardiovascular diseases in adults. In childhood and adolescence, elevated total cholesterol (TC) and low-density lipoprotein cholesterol (LDL-C) are positively associated with atherosclerosis markers, however, systematic screening for dyslipidemias in these groups is a controversial topic. Objective To characterize the frequencies, types and severity of dyslipidemias in children and adolescents attended at the Basic Health Units managed by SUS in Campinas/SP. Methods After an agreement with the Municipal Health Department of Campinas, consecutive results of serum lipid profiles (n = 312,650) of individuals of both sexes (n = 62,530) aged between 1 day old and 19 years were obtained, from 2008 to 2015. Age groups and dyslipidemias were classified according to recommendations in the literature. The statistical significance level adopted was the probability value (p) of 0.05 or less. Results The observed frequencies of increased TC, triglycerides (TG), LDL-C and non-HDL-C (NHDL-C) were 33%, 40%, 29% and 13% respectively, and of reduced high-density lipoprotein cholesterol (HDL-C) the frequency was 39%. The frequencies, in general, were greater in females and in the southwest and south regions of the city, whose populations are more vulnerable from the socioeconomic point of view; on the other hand, in children and adolescents, the frequencies of TG and HDL-C prevailed, respectively. Conclusions The high frequency and regionalization of dyslipidemias in children and adolescents indicate the need for specific actions in the handling and treatment of such diseases by the public health system of Campinas.
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Yan Y, Bazzano LA, Juonala M, Raitakari OT, Viikari JSA, Prineas R, Dwyer T, Sinaiko A, Burns TL, Daniels SR, Woo JG, Khoury PR, Urbina EM, Jacobs DR, Hu T, Steinberger J, Venn A, Chen W. Long-Term Burden of Increased Body Mass Index from Childhood on Adult Dyslipidemia: The i3C Consortium Study. J Clin Med 2019; 8:jcm8101725. [PMID: 31635325 PMCID: PMC6832308 DOI: 10.3390/jcm8101725] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 10/08/2019] [Accepted: 10/15/2019] [Indexed: 02/07/2023] Open
Abstract
Background: Data are limited regarding the association of cumulative burden and trajectory of body mass index (BMI) from early life with adult lipid disorders. Methods: The study cohort consisted of 5195 adults who had BMI repeatedly measured 4 to 21 times from childhood and had blood lipid measurements of low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and triglycerides (TG) and information on lipid-lowering medications in the last adult survey. The area under the curve (AUC) was calculated as a measure of long-term burden (total AUC) and trends (incremental AUC) of BMI. Results: Participants with dyslipidemia, high LDL-C, low HDL-C and high TG had consistently and significantly higher BMI levels from childhood to adulthood compared to those with normal lipid levels. After adjusting for age, race, sex, and cohort, increased risk of adult dyslipidemia was significantly associated with higher values of childhood BMI, adulthood BMI, total AUC and incremental AUC, with odds ratio (95% confidence interval) = 1.22 (1.15–1.29), 1.85 (1.74–1.97), 1.61 (1.52–1.71), and 1.59 (1.50–1.69), respectively, and p < 0.001 for all. The association patterns were similar in most race–sex subgroups. Conclusions: Adults with dyslipidemia versus normal lipid levels have consistently higher levels and distinct life-course trajectories of BMI, suggesting that the impact of excessive body weight on dyslipidemia originates in early life.
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Affiliation(s)
- Yinkun Yan
- Department of Epidemiology, School of Public Health & Tropical Medicine, Tulane University, New Orleans, LA 70112, USA.
| | - Lydia A Bazzano
- Department of Epidemiology, School of Public Health & Tropical Medicine, Tulane University, New Orleans, LA 70112, USA.
| | - Markus Juonala
- Department of Medicine, University of Turku, Turku 20500, Finland.
- Division of Medicine, Turku University Hospital, Turku 20521, Finland.
- Murdoch Children's Research Institute, Parkville, Victoria 3052, Australia.
| | - Olli T Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku FI-20520, Finland.
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku 20521, Finland.
| | - Jorma S A Viikari
- Department of Medicine, University of Turku, Turku 20500, Finland.
- Division of Medicine, Turku University Hospital, Turku 20521, Finland.
| | - Ronald Prineas
- Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA.
| | - Terence Dwyer
- George Institute, University of Oxford, Oxford OX1 2BQ, UK.
| | - Alan Sinaiko
- Department of Pediatrics, University of Minnesota, Minneapolis, MN 55455, USA.
| | - Trudy L Burns
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, IA 52246, USA.
| | - Stephen R Daniels
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO 80045, USA.
| | - Jessica G Woo
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA.
| | - Philip R Khoury
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA.
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.
| | - Elaine M Urbina
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA.
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.
| | - David R Jacobs
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN 55455, USA.
| | - Tian Hu
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN 55455, USA.
| | - Julia Steinberger
- Division of Pediatric Cardiology, Department of Pediatrics, Medical School, University of Minnesota, Minneapolis, MN 55455, USA.
| | - Alison Venn
- Menzies Institute for Medical Research, University of Tasmania, Hobart TAS 7000, Australia.
| | - Wei Chen
- Department of Epidemiology, School of Public Health & Tropical Medicine, Tulane University, New Orleans, LA 70112, USA.
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Prediction of adult class II/III obesity from childhood BMI: the i3C consortium. Int J Obes (Lond) 2019; 44:1164-1172. [PMID: 31597933 PMCID: PMC7141944 DOI: 10.1038/s41366-019-0461-6] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Revised: 09/03/2019] [Accepted: 09/12/2019] [Indexed: 12/25/2022]
Abstract
Background and Objectives: Adult class II/III obesity (BMI ≥ 35 kg/m2) has significant adverse health outcomes. Early prevention and treatment are critical, but prospective childhood risk estimates are lacking. This study aimed to define the prospective risk of adult class II/III obesity, using childhood BMI. Methods: Children ages 3–19 years enrolled in cohorts of The International Childhood Cardiovascular Cohort (i3C) Consortium with measured BMI assessments in childhood and adulthood were included. Prospective risk of adult class II/III obesity was modeled based on childhood age, sex, race and BMI. Results: 12 142 individuals (44% male, 85% white) were assessed at median age 14 [Interquartile range, IQR: 11, 16] and 33 [28, 39] years. Class II/III adult obesity developed in 6% of children with normal weight; 29% of children with overweight; 56% of children with obesity; and 80% of children with severe obesity. However, 38% of the 1 440 adults with class II/III obesity (553/1440) were normal weight as children. Prospective risk of adult class II/III obesity varied by age, sex and race within childhood weight status classifications, and is notably higher for girls, black participants, and those in the United States. The risk of class II/III obesity increased with older adult age. Conclusions: Children with obesity or severe obesity have a substantial risk of adult class II/III obesity, and observed prospective risk estimates are now presented by age, sex, race and childhood BMI. Clinical monitoring of children’s BMI for adult class II/III obesity risk may be especially important for females and black Americans. This study developed prospective risk estimates of adult class II/III obesity using childhood BMI, childhood age, sex and race, using longitudinal international data.
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Alonso-Fernández D, Fernández-Rodríguez R, Taboada-Iglesias Y, Gutiérrez-Sánchez Á. Impact of a HIIT protocol on body composition and VO2max in adolescents. Sci Sports 2019. [DOI: 10.1016/j.scispo.2019.04.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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38
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Buscot MJ, Magnussen CG. Response to 'Lifecourse trajectories of body mass index and adult cardiometabolic risk: is childhood a sensitive period?'. Eur Heart J 2019; 40:2921. [PMID: 31102524 DOI: 10.1093/eurheartj/ehz241] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Marie-Jeanne Buscot
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Costan G Magnussen
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia.,Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
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Chung ST, Onuzuruike AU, Magge SN. Cardiometabolic risk in obese children. Ann N Y Acad Sci 2019; 1411:166-183. [PMID: 29377201 DOI: 10.1111/nyas.13602] [Citation(s) in RCA: 99] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2017] [Revised: 12/29/2017] [Accepted: 12/31/2017] [Indexed: 02/06/2023]
Abstract
Obesity in childhood remains a significant and prevalent public health concern. Excess adiposity in youth is a marker of increased cardiometabolic risk (CMR) in adolescents and adults. Several longitudinal studies confirm the strong association of pediatric obesity with the persistence of adult obesity and the future development of cardiovascular disease, diabetes, and increased risk of death. The economic and social impact of childhood obesity is further exacerbated by the early onset of the chronic disease burden in young adults during their peak productivity years. Furthermore, rising prevalence rates of severe obesity in youth from disadvantaged and/or minority backgrounds have prompted the creation of additional classification schemes for severe obesity to improve CMR stratification. Current guidelines focus on primary obesity prevention efforts, as well as screening for clustering of multiple CMR factors to target interventions. This review summarizes the scope of the pediatric obesity epidemic, the new severe obesity classification scheme, and examines the association of excess adiposity with cardiovascular and metabolic risk. We will also discuss potential questions for future investigation.
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Affiliation(s)
- Stephanie T Chung
- Section on Ethnicity and Health, National Institute of Diabetes, Digestive and Kidney Diseases, NIH, Bethesda, Maryland.,Division of Pediatric Endocrinology and Diabetes, Children's National Health System, George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Anthony U Onuzuruike
- Section on Ethnicity and Health, National Institute of Diabetes, Digestive and Kidney Diseases, NIH, Bethesda, Maryland
| | - Sheela N Magge
- Division of Pediatric Endocrinology and Diabetes, Children's National Health System, George Washington University School of Medicine and Health Sciences, Washington, DC
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Paripović D, Kotur-Stevuljević J, Vukašinović A, Ilisić T, Miloševski-Lomić G, Peco-Antić A. The influence of oxidative stress on cardiac remodeling in obese adolescents. Scandinavian Journal of Clinical and Laboratory Investigation 2019; 78:595-600. [PMID: 30755099 DOI: 10.1080/00365513.2018.1528504] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Oxidative stress seems to be an important link between obesity and cardiovascular disease. The aim of our study was to assess oxidative stress in obese patients stratified according to ambulatory blood pressure status and to determine independent predictors of abnormal left ventricular geometry.A cross-sectional study was conducted. A total of 113 obese participants referred for 24-h ambulatory blood pressure monitoring (ABPM) aged 9-19 years, and 29 healthy controls were enrolled. In addition to anthropometric and biochemical measurements, such as fasting serum levels of glucose, insulin, lipid profile, and oxidative biomarkers, ABPM and echocardiography were performed.According to ABPM results, obese subjects were split in two groups: 57 hypertensive and 56 normotensive. Both hypertensive and normotensive obese participants had higher levels of oxidative stress parameters (pro-oxidative/antioxidative balance and total oxidant status) compared with control group. Levels of superoxide anion (O2-) and sulfhydryl groups were higher in obese hypertensive participants as compared to obese normotensive and control groups. Abnormal left ventricular geometry among obese participants was independently associated with O2- (p = .006) and body mass index z score (p = .020), with no significant impact of gender, while age and systolic blood pressure exhibited interaction term for the outcome.The independent effect of oxidative mechanisms on left ventricular geometry appears to start in childhood. Oxidative stress occurs in obese adolescents prior to the development of sustained hypertension.
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Affiliation(s)
- Dušan Paripović
- a Nephrology Department , University Children's Hospital , Belgrade , Serbia
| | - Jelena Kotur-Stevuljević
- b Department for Medical Biochemistry, Faculty of Pharmacy , University of Belgrade , Belgrade , Serbia
| | - Aleksandra Vukašinović
- b Department for Medical Biochemistry, Faculty of Pharmacy , University of Belgrade , Belgrade , Serbia
| | - Tamara Ilisić
- c Cardiology Department , University Children's Hospital , Belgrade , Serbia
| | | | - Amira Peco-Antić
- a Nephrology Department , University Children's Hospital , Belgrade , Serbia.,d School of Medicine , University of Belgrade , Belgrade , Serbia
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Chung O, Juonala M, Mallat Z, Hutri‐Kähönen N, Viikari JS, Raitakari OT, Magnussen CG. Tracking of secretory phospholipase A2 enzyme activity levels from childhood to adulthood: a 21‐year cohort. JORNAL DE PEDIATRIA (VERSÃO EM PORTUGUÊS) 2019. [DOI: 10.1016/j.jpedp.2018.03.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
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Tracking of secretory phospholipase A2 enzyme activity levels from childhood to adulthood: a 21-year cohort. J Pediatr (Rio J) 2019; 95:247-254. [PMID: 29476705 DOI: 10.1016/j.jped.2018.01.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Revised: 01/11/2018] [Accepted: 01/15/2018] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVE Secretory phospholipase A2 (sPLA2) enzyme activity is a potential inflammatory biomarker for cardiovascular disease. We examined the tracking, or persistence, of sPLA2 enzyme activity levels from childhood to adulthood, and identify potentially modifiable factors affecting tracking. METHOD Prospective cohort of 1735 children (45% females) who had serum sPLA2 enzyme activity levels and other cardiovascular disease risk factors measured in 1980 that were followed-up in 2001. RESULTS sPLA2 activity tracked from childhood to adulthood for males (r=0.39) and females (r=0.45). Those who decreased body mass index relative to their peers were more likely to resolve elevated childhood sPLA2 levels than have persistent elevated sPLA2 levels in childhood and adulthood. Those who consumed less fruit, and gained more body mass index relative to their peers, began smoking or were a persistent smoker between childhood and adulthood were more likely to develop incident elevated sPLA2 levels than those with persistent not elevated sPLA2 levels. CONCLUSIONS Childhood sPLA2 enzyme activity levels associate with adult sPLA2 levels 21 years later. Healthful changes in modifiable risk factors that occur between childhood and adulthood might prevent children from developing elevated sPLA2 levels in adulthood.
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Zhang T, Xu J, Li S, Bazzano LA, He J, Whelton PK, Chen W. Trajectories of childhood BMI and adult diabetes: the Bogalusa Heart Study. Diabetologia 2019; 62:70-77. [PMID: 30343393 PMCID: PMC6365010 DOI: 10.1007/s00125-018-4753-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 09/24/2018] [Indexed: 12/18/2022]
Abstract
AIMS/HYPOTHESIS The aim of this study was to characterise longitudinal profiles of BMI from childhood and to examine the impact of level-independent childhood BMI trajectories on adult type 2 diabetes. METHODS The longitudinal cohort consisted of 2449 adults (1613 white and 836 black) who had their BMI measured between four and 15 times from childhood (4-19 years) to adulthood (20-51 years) and fasting glucose measured in adulthood. Model-estimated levels and linear slopes of BMI at childhood age points were calculated in 1-year intervals using growth-curve parameters and their first derivatives, respectively. RESULTS BMI from childhood to adulthood fit cubic growth curves; linear and non-linear curve parameters differed significantly between race-sex groups. BMI showed race and sex differences from 15 years onwards. Individuals with hyperglycaemia had higher long-term BMI levels than those who were normoglycaemic in race-sex groups. Linear and non-linear slope parameters of BMI differed consistently and significantly between adult hyperglycaemia groups. The OR of childhood BMI levels for ages 4-19 years was 1.45-1.83 (p < 0.001 for all) for adult hyperglycaemia after adjustment for confounders. Level-adjusted linear slopes of BMI at ages 10-19 years showed significantly positive associations with adult hyperglycaemia (OR 1.17-1.50, p < 0.01 for all). The associations of childhood BMI linear slopes with adult hyperglycaemia were not significant during the age period 5-9 years. The trends in these associations were consistent across race-sex groups. CONCLUSIONS/INTERPRETATION These observations indicate that childhood BMI trajectories have a significant impact on adult diabetes, independent of BMI levels. The adolescence age period is a crucial window for the development of diabetes in later life, which has implications for early-life prevention. DATA AVAILABILITY All data and materials are publicly available at the National Heart, Lung, and Blood Institute (NHLBI) Biologic Specimen and Data Repository and can be accessed at https://biolincc.nhlbi.nih.gov/studies/bhs .
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Affiliation(s)
- Tao Zhang
- Department of Biostatistics, School of Public Health, Shandong University, Jinan, China
| | - Jie Xu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- China National Clinical Research Center for Neurological Diseases, Beijing, China
| | - Shengxu Li
- Cardiovascular Programs, Children's Hospitals and Clinics of Minnesota, Minneapolis, MN, USA
| | - Lydia A Bazzano
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, New Orleans, LA, 70112, USA
| | - Jiang He
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, New Orleans, LA, 70112, USA
| | - Paul K Whelton
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, New Orleans, LA, 70112, USA
| | - Wei Chen
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, New Orleans, LA, 70112, USA.
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Putarek K, Banfic L, Pasalic M, Krnic N, Spehar Uroic A, Rojnic Putarek N. Arterial stiffness as a measure of cardiovascular risk in obese adolescents and adolescents with diabetes type 1. J Pediatr Endocrinol Metab 2018; 31:1315-1323. [PMID: 30433871 DOI: 10.1515/jpem-2018-0137] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Accepted: 10/08/2018] [Indexed: 01/03/2023]
Abstract
Background Cardiovascular disease (CVD) is the end result of vascular aging and atherosclerosis, having its origins in childhood. The aim of our study was to compare arterial stiffness (AS) and intima-media thickness (IMT) as markers of an early vascular damage between obese adolescents, adolescents with diabetes type 1 (T1D) and lean control subjects. Methods We analyzed AS and IMT in 68 obese adolescents (13.27±2.31 years), 42 adolescents with T1D (14.95±2.35 years) lasting over 5 years and 38 controls (15.02±1.94 years). AS (measured by pulse wave velocity [PWV], arterial compliance [AC] and β-stiffness) and IMT were assessed using an e-tracking ultrasound method. Results A significant difference between the groups was found for AC (p=0.022) and PWV (p=0.010), with the lowest compliance and higher velocities in T1D patients. When corrected for age, the difference in AC among the groups did not reach a statistical difference (p=0.059). Correlation analysis in the obese adolescents showed lower AC in females (p=0.041), with higher systolic blood pressure (SBP) (p=0.032). In T1D adolescents, disease duration was the strongest determinant of AS (AC p=0.028, β p=0.029 and PWV p=0.003), followed by body mass index (BMI; PWV p=0.008; β p=0.033), SBP (AC p<0.001; PWV p=0.023), diastolic BP (AC p=0.049; PWV p=0.048) and HbA1c (PWV p=0.048). No significant correlations were found for AS measures or IMT with sex, age, BMI, Tanner stage or BP levels in controls. Conclusions Early vascular damage is more pronounced in T1D adolescents than in obese or lean adolescents, which may emphasize the impact of hyperglycemia as a major threat for cardiovascular health.
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Affiliation(s)
- Kresimir Putarek
- Department of Cardiovascular Diseases, Zagreb University Hospital Centre, Zagreb, Croatia
| | - Ljiljana Banfic
- Department of Cardiovascular Diseases, Zagreb University Hospital Centre, School of Medicine, Zagreb, Croatia
| | - Marijan Pasalic
- Department of Cardiovascular Diseases, Zagreb University Hospital Centre, Zagreb, Croatia
| | - Nevena Krnic
- Department of Paediatric Endocrinology and Diabetes, Zagreb University Hospital Centre, School of Medicine, Zagreb, Croatia
| | - Anita Spehar Uroic
- Department of Paediatric Endocrinology and Diabetes, Zagreb University Hospital Centre, Zagreb, Croatia
| | - Natasa Rojnic Putarek
- Department of Paediatric Endocrinology and Diabetes, Zagreb University Hospital Centre, School of Medicine, Zagreb, Croatia
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Rao G, Naureckas S, Datta A, Mohanty N, Bauer V, Padilla R, Rittner SS, Tilmon S, Epner P. Pediatric hypertension: diagnostic patterns derived from electronic health records. ACTA ACUST UNITED AC 2018; 5:157-160. [PMID: 30130249 DOI: 10.1515/dx-2018-0010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Accepted: 07/25/2018] [Indexed: 11/15/2022]
Abstract
Abstract
Background
Pediatric hypertension is a serious problem associated with target organ damage in children and an increased risk for adult hypertension. African-American and Latino children are disproportionately affected. Unfortunately, due to a variety of factors, including the complexity of blood pressure (BP) standards, pediatric hypertension is undiagnosed in the majority of cases. We sought to identify factors associated with correct diagnosis and to better understand diagnosis of hypertension by studying the diagnostic paths of a small number of children.
Methods
Data were extracted from electronic health records (EHRs) of children who met criteria for hypertension. Logistic regression was used to identify factors associated with correct diagnosis. Diagnostic paths for 20 diagnosed children were extracted through chart review and analyzed.
Results
Among 1478 hypertensive children, only 85 were diagnosed (6.1%). Age ≥12 compared to age ≤6 was associated with correct diagnosis [odds ratio (OR) of 1.96, 95% confidence interval (CI) (1.16, 3.32)]. Diagnostic paths revealed that primary care providers (PCPs) make the diagnosis based on multiple readings over time and order laboratory tests appropriately.
Conclusions
Hypertension is missed in a large proportion of all children. Effective, systematic approaches to diagnosis are necessary.
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Affiliation(s)
- Goutham Rao
- Case Western Reserve University and University Hospitals of Cleveland, 11100 Euclid Avenue, Cleveland, OH 44106-4915, USA
| | - Sara Naureckas
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Avisek Datta
- Research Institute, NorthShore University Health System, Evanston, IL, USA
| | - Nivedita Mohanty
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Victoria Bauer
- Ambulatory Primary Care Innovations Group, NorthShore University Health System, Evanston, IL, USA
| | | | | | | | - Paul Epner
- Society to Improve Diagnosis in Medicine, Chicago, IL, USA
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Zhang T, Li S, Bazzano L, He J, Whelton P, Chen W. Trajectories of Childhood Blood Pressure and Adult Left Ventricular Hypertrophy: The Bogalusa Heart Study. Hypertension 2018; 72:93-101. [PMID: 29785961 PMCID: PMC6002936 DOI: 10.1161/hypertensionaha.118.10975] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Revised: 02/12/2018] [Accepted: 04/19/2018] [Indexed: 01/19/2023]
Abstract
This longitudinal study aims to characterize longitudinal blood pressure (BP) trajectories from childhood and examine the impact of level-independent childhood BP trajectories on adult left ventricular hypertrophy (LVH) and remodeling patterns. The longitudinal cohort consisted of 1154 adults (787 whites and 367 blacks) who had repeated measurements of BP 4 to 15 times from childhood (4-19 years) to adulthood (20-51 years) and assessment of echocardiographic LV dimensions in adulthood. Model-estimated levels and linear slopes of BP at childhood age points were calculated in 1-year intervals using the growth curve parameters and their first derivatives, respectively. Linear and nonlinear curve parameters of BP showed significant race and sex differences from age 15 years onwards. Adults with LVH had higher long-term BP levels than adults with normal LVM in race-sex groups. Linear and nonlinear slope parameters of BP differed consistently and significantly between LVH and normal groups. Associations of level-independent linear slopes of systolic BP with adult LVH were significantly inverse (odds ratio=0.75-0.82; P=0.001-0.015) in preadolescent children of 4 to 9 years but significantly positive (odds ratio=1.29-1.46; P=0.001-0.008) in adolescents of 13 to 19 years, adjusting for covariates. These associations were consistent across race-sex groups. Of note, the association of childhood BP linear slopes with concentric LVH was significantly stronger than that with eccentric LVH during the adolescence period of 12 to 19 years. These observations indicate that the impact of BP trajectories on adult LVH and geometric patterns originates in childhood. Adolescence is a crucial period for the development of LVH in later life, which has implications for early prevention.
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Affiliation(s)
- Tao Zhang
- From the Department of Biostatistics, School of Public Health, Shandong University, Jinan, China (T.Z.)
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA (T.Z., S.L., L.B., J.H., P.W., W.C.)
| | - Shengxu Li
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA (T.Z., S.L., L.B., J.H., P.W., W.C.)
| | - Lydia Bazzano
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA (T.Z., S.L., L.B., J.H., P.W., W.C.)
| | - Jiang He
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA (T.Z., S.L., L.B., J.H., P.W., W.C.)
| | - Paul Whelton
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA (T.Z., S.L., L.B., J.H., P.W., W.C.)
| | - Wei Chen
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA (T.Z., S.L., L.B., J.H., P.W., W.C.).
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Childhood adiposity, adult adiposity, and the ACE gene insertion/deletion polymorphism: evidence of gene-environment interaction effects on adult blood pressure and hypertension status in adulthood. J Hypertens 2018; 36:2168-2176. [PMID: 29939946 DOI: 10.1097/hjh.0000000000001816] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
BACKGROUND Genetic variants may modify the associations of adiposity measures with blood pressure (BP) and hypertension. The insertion/deletion (I/D) polymorphism in the angiotensin-converting enzyme (ACE) gene is an attractive candidate. AIMS To examine interaction effects between I/D polymorphism and adiposity measures (BMI, waist circumference, waist-to-hip ratio, and skinfold thickness) during childhood and adulthood in relation to adult BP and hypertension. METHODS Data were available for 4835 participants from three prospective cohort studies. Multivariable linear regression models for adult SBP and DBP, and multivariable logistic regression models for hypertension were fit that included interaction effects between child or adult adiposity and I/D polymorphism. RESULTS Evidence for interaction effects on BP/hypertension were found across the three studies. Compared with childhood measures, the effect modification appeared to be more consistent when using adult adiposity. In particular, the adverse effects of greater adult waist circumference on increasing adult SBP and DBP appeared to be larger among carriers of ACE DD (or GG) [adjusted linear regression coefficients 0.26, 95% CI (0.21-0.31) and 0.28 (0.24-0.32) for SBP and DBP, respectively] and ID (or AG) genotypes [0.25 (0.21-0.29) and 0.25 (0.21-0.28), respectively], whereas those with II (or AA) genotypes had smaller effects [0.15 (0.09-0.21) and 0.19 (0.13-0.23)]. CONCLUSION ACE genetic variation may modify the effect of adult adiposity on increasing BP and risk of hypertension in adulthood. Individuals with ACE DD (or GG) and/or ID (or AG) genotypes, compared with those with II (or AA) genotype, appear more vulnerable to the impact of excess adiposity.
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Sinaiko AR, Jacobs DR, Woo JG, Bazzano L, Burns T, Hu T, Juonala M, Prineas R, Raitakari O, Steinberger J, Urbina E, Venn A, Jaquish C, Dwyer T. The International Childhood Cardiovascular Cohort (i3C) consortium outcomes study of childhood cardiovascular risk factors and adult cardiovascular morbidity and mortality: Design and recruitment. Contemp Clin Trials 2018; 69:55-64. [PMID: 29684544 DOI: 10.1016/j.cct.2018.04.009] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Revised: 04/09/2018] [Accepted: 04/18/2018] [Indexed: 12/29/2022]
Abstract
Although it is widely thought that childhood levels of cardiovascular (CV) risk factors are related to adult CV disease, longitudinal data directly linking the two are lacking. This paper describes the design and organization of the International Childhood Cardiovascular Cohort Consortium Outcomes Study (i3C Outcomes), the first longitudinal cohort study designed to locate adults with detailed, repeated, childhood biological, physical, and socioeconomic measurements and a harmonized database. I3C Outcomes uses a Heart Health Survey (HHS) to obtain information on adult CV endpoints, using mail, email, telephone, and clinic visits in the United States (U.S.) and Australia and a national health database in Finland. Microsoft Access, REsearch Data Capture (REDCap) (U.S.), LimeSurvey (Australia), and Medidata™ Rave data systems are used to collect, transfer and organize data. Self-reported CV events are adjudicated via hospital and doctor-released medical records. After the first two study years, participants (N = 10,968) were more likely to be female (56% vs. 48%), non-Hispanic white (90% vs. 80%), and older (10.4 ± 3.8 years vs. 9.4 ± 3.3 years) at their initial childhood study visit than the currently non-recruited cohort members. Over 48% of cohort members seen during both adulthood and childhood have been found and recruited, to date, vs. 5% of those not seen since childhood. Self-reported prevalences were 0.7% Type 1 Diabetes, 7.5% Type 2 Diabetes, 33% hypertension, and 12.8% CV event. 32% of CV events were judged to be true. I3C Outcomes is uniquely able to establish evidence-based guidelines for child health care and to clarify relations to adult CV disease.
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Affiliation(s)
- Alan R Sinaiko
- University of Minnesota Medical School, Department of Pediatrics, 2450 Riverside Avenue, East Building, MB689, Minneapolis, MN 55454, United States.
| | - David R Jacobs
- University of Minnesota School of Public Health, Division of Epidemiology and Community Health, Minneapolis, MN, United States.
| | - Jessica G Woo
- University of Cincinnati Children's Hospital Medical Center, Department of Biostatistics and Epidemiology, Cincinnati, OH 45229, United States.
| | - Lydia Bazzano
- Tulane University, School of Public Health and Tropical Medicine, Department of Epidemiology, New Orleans, LA 70112, United States.
| | - Trudy Burns
- University of Iowa, College of Public Health, Department of Epidemiology, Iowa City, IA 52242, United States.
| | - Tian Hu
- University of Minnesota School of Public Health, Division of Epidemiology and Community Health, Minneapolis, MN, United States.
| | - Markus Juonala
- University of Turku, Department of Medicine, Turku, Finland.
| | - Ronald Prineas
- Wake Forest School of Medicine, Division of Public Health, Winston Salem, NC, United States.
| | - Olli Raitakari
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.
| | - Julia Steinberger
- University of Minnesota Medical School, Department of Pediatrics, Minneapolis, MN, United States.
| | - Elaine Urbina
- University of Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, United States.
| | - Alison Venn
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia.
| | - Cashell Jaquish
- National Heart, Lung, and Blood Institute, National Institutes of Health, Washington D.C., United States.
| | - Terry Dwyer
- The George Institute for Global Health, University of Oxford, Oxford, United Kingdom.
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Li S, Chen W. Identifying elevated blood pressure and hypertension in children and adolescents. J Clin Hypertens (Greenwich) 2018; 20:515-517. [PMID: 29430812 PMCID: PMC6874101 DOI: 10.1111/jch.13222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Affiliation(s)
- Shengxu Li
- Department of EpidemiologyTulane University School of Public Health and Tropical MedicineNew OrleansLAUSA
| | - Wei Chen
- Department of EpidemiologyTulane University School of Public Health and Tropical MedicineNew OrleansLAUSA
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50
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Koskinen J, Juonala M, Dwyer T, Venn A, Thomson R, Bazzano L, Berenson GS, Sabin MA, Burns TL, Viikari JSA, Woo JG, Urbina EM, Prineas R, Hutri-Kähönen N, Sinaiko A, Jacobs D, Steinberger J, Daniels S, Raitakari OT, Magnussen CG. Impact of Lipid Measurements in Youth in Addition to Conventional Clinic-Based Risk Factors on Predicting Preclinical Atherosclerosis in Adulthood: International Childhood Cardiovascular Cohort Consortium. Circulation 2017; 137:1246-1255. [PMID: 29170152 DOI: 10.1161/circulationaha.117.029726] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2017] [Accepted: 11/03/2017] [Indexed: 12/20/2022]
Abstract
BACKGROUND Data suggest that the prediction of adult cardiovascular disease using a model comprised entirely of adult nonlaboratory-based risk factors is equivalent to an approach that additionally incorporates adult lipid measures. We assessed and compared the utility of a risk model based solely on nonlaboratory risk factors in adolescence versus a lipid model based on nonlaboratory risk factors plus lipids for predicting high-risk carotid intima-media thickness (cIMT) in adulthood. METHODS The study comprised 2893 participants 12 to 18 years of age from 4 longitudinal cohort studies from the United States (Bogalusa Heart Study and the Insulin Study), Australia (Childhood Determinants of Adult Health Study), and Finland (The Cardiovascular Risk in Young Finns Study) and followed into adulthood when cIMT was measured (mean follow-up, 23.4 years). Overweight status was defined according to the Cole classification. Hypertension was defined according to the Fourth Report on High Blood Pressure in Children and Adolescents from the National High Blood Pressure Education Program. High-risk plasma lipid levels were defined according to the National Cholesterol Education Program Expert Panel on Cholesterol Levels in Children. High cIMT was defined as a study-specific value ≥90th percentile. Age and sex were included in each model. RESULTS In univariate models, all risk factors except for borderline high and high triglycerides in adolescence were associated with high cIMT in adulthood. In multivariable models (relative risk [95% confidence interval]), male sex (2.7 [2.0-2.6]), prehypertension (1.4 [1.0-1.9]), hypertension (1.9 [1.3-2.9]), overweight (2.0 [1.4-2.9]), obesity (3.7 [2.0-7.0]), borderline high low-density lipoprotein cholesterol (1.6 [1.2-2.2]), high low-density lipoprotein cholesterol (1.6 [1.1-2.1]), and borderline low high-density lipoprotein cholesterol (1.4 [1.0-1.8]) remained significant predictors of high cIMT (P<0.05). The addition of lipids into the nonlaboratory risk model slightly but significantly improved discrimination in predicting high cIMT compared with nonlaboratory-based risk factors only (C statistics for laboratory-based model 0.717 [95% confidence interval, 0.685-0.748] and for nonlaboratory 0.698 [95% confidence interval, 0.667-0.731]; P=0.02). CONCLUSIONS Nonlaboratory-based risk factors and lipids measured in adolescence independently predicted preclinical atherosclerosis in young adulthood. The addition of lipid measurements to traditional clinic-based risk factor assessment provided a statistically significant but clinically modest improvement on adolescent prediction of high cIMT in adulthood.
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Affiliation(s)
- Juha Koskinen
- Research Center of Applied and Preventive Cardiovascular Medicine (J.K., O.T.R., C.G.M.) .,Heart Center (J.K.)
| | - Markus Juonala
- Department of Medicine (M.J., J.S.A.V.), University of Turku, Finland.,Division of Medicine (M.J., J.S.A.V.)
| | - Terence Dwyer
- George Institute, University of Oxford, United Kingdom (T.D.).,Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia (T.D., A.V., C.G.M.)
| | - Alison Venn
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia (T.D., A.V., C.G.M.)
| | - Russell Thomson
- Centre for Research in Mathematics, School of Computing, Engineering and Mathematics, Western Sydney University, Australia (R.T.)
| | - Lydia Bazzano
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (L.B., G.S.B.)
| | - Gerald S Berenson
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (L.B., G.S.B.)
| | - Matthew A Sabin
- Murdoch Children's Research Institute, The Royal Children's Hospital and University of Melbourne, Australia (M.A.S.)
| | - Trudy L Burns
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City (T.L.B.)
| | - Jorma S A Viikari
- Department of Medicine (M.J., J.S.A.V.), University of Turku, Finland.,Division of Medicine (M.J., J.S.A.V.)
| | - Jessica G Woo
- Department of Pediatrics, Division of Biostatistics and Epidemiology (J.G.W.).,Department of Medicine, University of Cincinnati, OH (J.G.W.)
| | - Elaine M Urbina
- Department of Pediatrics, Division of Cardiology (E.M.U.), Cincinnati Children's Hospital Medical Center and University of Cincinnati, OH
| | - Ronald Prineas
- Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC (R.P.)
| | - Nina Hutri-Kähönen
- Department of Pediatrics, University of Tampere School of Medicine and Tampere University Hospital, Finland (N.H.-K.)
| | | | - David Jacobs
- Division of Epidemiology and Community Health (D.J.), University of Minnesota, Minneapolis
| | | | - Stephen Daniels
- Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, Aurora (S.D.)
| | - Olli T Raitakari
- Research Center of Applied and Preventive Cardiovascular Medicine (J.K., O.T.R., C.G.M.).,Department of Clinical Physiology (O.T.R.), Turku University Hospital, Finland
| | - Costan G Magnussen
- Research Center of Applied and Preventive Cardiovascular Medicine (J.K., O.T.R., C.G.M.).,Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia (T.D., A.V., C.G.M.)
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