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Martínez-Gómez J, de Cos-Gandoy A, Fernández-Alvira JM, Bodega P, de Miguel M, Tresserra-Rimbau A, Laveriano-Santos EP, Ramirez-Garza SL, Orrit X, Carvajal I, Estruch R, Lamuela-Raventós RM, Santos-Beneit G, Fuster V, Fernández-Jiménez R. Cardiovascular Health Trajectories in Adolescence and Their Association With Sociodemographic and Cardiometabolic Outcomes in Spain. J Adolesc Health 2024; 74:1039-1048. [PMID: 38323971 DOI: 10.1016/j.jadohealth.2023.12.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 10/24/2023] [Accepted: 12/13/2023] [Indexed: 02/08/2024]
Abstract
PURPOSE To determine cardiovascular health (CVH) trajectories and their association with sociodemographic and cardiometabolic outcomes in adolescence. METHODS One thousand eighty adolescents attending 24 secondary schools enrolled in the SI! Program for Secondary Schools trial in Spain were assessed at approximately 12, 14, and 16 years of age. CVH was assessed according to American Heart Association criteria based on seven metrics (smoking status, body mass index, physical activity, diet, blood pressure, total cholesterol, and blood glucose), and CVH trajectories were identified by latent class trajectory modeling. Associations between CVH trajectories, sociodemographic characteristics, and cardiometabolic outcomes were analyzed using generalized linear and Poisson models. RESULTS Five CVH trajectory groups were identified: poor-stable (27 adolescents [2.5%]), intermediate-substantial rise (79 [7.3%]), intermediate-substantial decline (63 [5.8%]), intermediate-mild decline (403 [37.3%]), and intermediate-mild rise (508 [47.1%]). Boys and adolescents from families with low-average income, low-intermediate educational attainment, and a migrant background more frequently belonged to groups with lower baseline CVH and poor or declining trajectories. The intermediate-substantial decline group had the highest prevalence ratio for overweight/obesity (3.84; 95% confidence interval: 2.86-5.16) and metabolic syndrome (4.93; 95% confidence interval: 1.21-20.04) at age 16, whereas prevalence was lowest in the intermediate-mild rise group. DISCUSSION Adolescent CVH trajectories differ according to socioeconomic characteristics and are associated with cardiometabolic outcomes. Primordial prevention interventions should be implemented early in life, taking into account CVH trajectories and with a particular focus on vulnerable populations.
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Affiliation(s)
| | - Amaya de Cos-Gandoy
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain; Foundation for Science, Health and Education (SHE), Barcelona, Spain
| | | | - Patricia Bodega
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain; Foundation for Science, Health and Education (SHE), Barcelona, Spain
| | - Mercedes de Miguel
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain; Foundation for Science, Health and Education (SHE), Barcelona, Spain
| | - Anna Tresserra-Rimbau
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain; Department of Nutrition, Food Science and Gastronomy, School of Pharmacy and Food Sciences, XIA, INSA, University of Barcelona, Barcelona, Spain
| | - Emily P Laveriano-Santos
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain; Department of Nutrition, Food Science and Gastronomy, School of Pharmacy and Food Sciences, XIA, INSA, University of Barcelona, Barcelona, Spain
| | - Sonia L Ramirez-Garza
- Department of Nutrition, Food Science and Gastronomy, School of Pharmacy and Food Sciences, XIA, INSA, University of Barcelona, Barcelona, Spain
| | - Xavier Orrit
- Foundation for Science, Health and Education (SHE), Barcelona, Spain
| | - Isabel Carvajal
- Foundation for Science, Health and Education (SHE), Barcelona, Spain
| | - Ramón Estruch
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain; Department of Internal Medicine, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain
| | - Rosa María Lamuela-Raventós
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain; Department of Nutrition, Food Science and Gastronomy, School of Pharmacy and Food Sciences, XIA, INSA, University of Barcelona, Barcelona, Spain
| | - Gloria Santos-Beneit
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain; Foundation for Science, Health and Education (SHE), Barcelona, Spain
| | - Valentín Fuster
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain; The Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York
| | - Rodrigo Fernández-Jiménez
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain; Department of Cardiology, Hospital Universitario Clinico San Carlos, Madrid, Spain; Centro de Investigación Biomédica En Red en enfermedades CardioVasculares (CIBERCV), Madrid, Spain.
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Murakami T, Satoh M, Metoki H. Long-term changes in blood pressure and their health impact. Hypertens Res 2023; 46:2651-2653. [PMID: 37773208 DOI: 10.1038/s41440-023-01446-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 08/31/2023] [Indexed: 10/01/2023]
Affiliation(s)
- Takahisa Murakami
- Division of Public Health, Hygiene and Epidemiology, Tohoku Medical and Pharmaceutical University Faculty of Medicine, Sendai, Miyagi, Japan
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Miyagi, Japan
| | - Michihiro Satoh
- Division of Public Health, Hygiene and Epidemiology, Tohoku Medical and Pharmaceutical University Faculty of Medicine, Sendai, Miyagi, Japan
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Miyagi, Japan
- Department of Pharmacy, Tohoku Medical and Pharmaceutical University Hospital, Sendai, Miyagi, Japan
| | - Hirohito Metoki
- Division of Public Health, Hygiene and Epidemiology, Tohoku Medical and Pharmaceutical University Faculty of Medicine, Sendai, Miyagi, Japan.
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Miyagi, Japan.
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