Sun J, Wang M, Yang L, Zhao M, Bovet P, Xi B. Sleep duration and cardiovascular risk factors in children and adolescents: a systematic review. Sleep Med Rev. 2020;53:101338.
Tobaldini E, Fiorelli EM, Solbiati M, Costantino G, Nobili L, Montano N. Short sleep duration and cardiometabolic risk: from pathophysiology to clinical evidence. Nat Rev Cardiol. 2019;16:213–24.
Lloyd-Jones DM, Allen NB, Anderson CAM, Black T, Brewer LC, Foraker RE, et al. Life’s essential 8: updating and enhancing the american heart association’s construct of cardiovascular health: a presidential advisory from the American Heart Association. Circulation. 2022;146:e18-43.
PubMed PubMed Central Google Scholar
Martinez-Gomez J, Fernandez-Alvira JM, de Cos-Gandoy A, Bodega P, de Miguel M, Tresserra-Rimbau A, et al. Sleep duration and its association with adiposity markers in adolescence: a cross-sectional and longitudinal study. Eur J Prev Cardiol. 2023;30:1236–44.
Cespedes Feliciano EM, Quante M, Rifas-Shiman SL, Redline S, Oken E, Taveras EM. Objective sleep characteristics and cardiometabolic health in young adolescents. Pediatrics. 2018;142:e20174085.
Morales-Ghinaglia N, Fernandez-Mendoza J. Sleep variability and regularity as contributors to obesity and cardiometabolic health in adolescence. Obesity (Silver Spring). 2023;31:597–614.
LeMay-Russell S, Schvey NA, Kelly NR, Parker MN, Ramirez E, Shank LM, et al. Longitudinal associations between facets of sleep and adiposity in youth. Obesity (Silver Spring). 2021;29:1760–9.
Matricciani L, Bin YS, Lallukka T, Kronholm E, Wake M, Paquet C, et al. Rethinking the sleep-health link. Sleep Health. 2018;4:339–48.
Matricciani L, Paquet C, Fraysse F, Grobler A, Wang Y, Baur L, et al. Sleep and cardiometabolic risk: a cluster analysis of actigraphy-derived sleep profiles in adults and children. Sleep. 2021;44:zsab014.
Wallace ML, Lee S, Stone KL, Hall MH, Smagula SF, Redline S, et al. Actigraphy-derived sleep health profiles and mortality in older men and women. Sleep. 2022;45:zsac015.
PubMed PubMed Central Google Scholar
Thumann BF, Buck C, De Henauw S, Hadjigeorgiou C, Hebestreit A, Lauria F, et al. Cross-sectional associations between objectively measured sleep characteristics and body mass index in European children and adolescents. Sleep Med. 2021;84:32–9.
Chung J, Goodman MO, Huang T, Castro-Diehl C, Chen JT, Sofer T, et al. Objectively regular sleep patterns and mortality in a prospective cohort: The Multi-Ethnic Study of Atherosclerosis. J Sleep Res. 2023;33:e14048.
Kramer Fiala Machado A, Wendt A, Menezes AMB, Gonçalves H, Wehrmeister FC. Sleep clusters and modifiable risk behaviors for noncommunicable diseases in young adults: data from a birth cohort in Brazil. Sleep Health. 2023;9:346–53.
Wang M, Flexeder C, Harris CP, Thiering E, Koletzko S, Bauer CP, et al. Accelerometry-assessed sleep clusters and cardiometabolic risk factors in adolescents. Obesity (Silver Spring). 2024;32:200–13.
Park H, Chiang JJ, Irwin MR, Bower JE, McCreath H, Fuligni AJ. Developmental trends in sleep during adolescents’ transition to young adulthood. Sleep Med. 2019;60:202–10.
PubMed PubMed Central Google Scholar
Lund HG, Reider BD, Whiting AB, Prichard JR. Sleep patterns and predictors of disturbed sleep in a large population of college students. J Adolesc Health. 2010;46:124–32.
Dashti HS, Ordovas JM. Genetics of sleep and insights into its relationship with obesity. Annu Rev Nutr. 2021;41:223–52.
Krishnan M, Shelling AN, Wall CR, Mitchell EA, Murphy R, McCowan LME, et al. Gene-by-environment interactions of the CLOCK, PEMT, and GHRELIN loci with average sleep duration in relation to obesity traits using a cohort of 643 New Zealand European children. Sleep Med. 2017;37:19–26.
Suglia SF, Kara S, Robinson WR. Sleep duration and obesity among adolescents transitioning to adulthood: do results differ by sex? J Pediatr. 2014;165:750–4.
PubMed PubMed Central Google Scholar
Heinrich J, Bruske I, Cramer C, Hoffmann U, Schnappinger M, Schaaf B, et al. GINIplus and LISAplus - Design and selected results of two German birth cohorts about natural course of atopic diseases and their determinants. Allergol Select. 2017;1:85–95.
PubMed PubMed Central CAS Google Scholar
Berg A, Kramer U, Link E, Bollrath C, Heinrich J, Brockow I, et al. Impact of early feeding on childhood eczema: development after nutritional intervention compared with the natural course - the GINIplus study up to the age of 6 years. Clin Exp Allergy. 2010;40:627–36.
Heinrich J, Bolte G, Holscher B, Douwes J, Lehmann I, Fahlbusch B, et al. Allergens and endotoxin on mothers’ mattresses and total immunoglobulin E in cord blood of neonates. Eur Respir J. 2002;20:617–23.
Robusto KM, Trost SG. Comparison of three generations of ActiGraph activity monitors in children and adolescents. J Sports Sci. 2012;30:1429–35.
PubMed PubMed Central Google Scholar
Sadeh A. The role and validity of actigraphy in sleep medicine: an update. Sleep Med Rev. 2011;15:259–67.
Negele L, Flexeder C, Koletzko S, Bauer CP, von Berg A, Berdel D, et al. Association between objectively assessed physical activity and sleep quality in adolescence. Results from the GINIplus and LISA studies. Sleep Med. 2020;72:65–74.
Smith MP, Berdel D, Nowak D, Heinrich J, Schulz H. Physical activity levels and domains assessed by accelerometry in german adolescents from giniplus and LISAplus. PLoS ONE. 2016;11:e0152217.
PubMed PubMed Central Google Scholar
Pfitzner R, Gorzelniak L, Heinrich J, von Berg A, Klumper C, Bauer CP, et al. Physical activity in German adolescents measured by accelerometry and activity diary: introducing a comprehensive approach for data management and preliminary results. PLoS ONE. 2013;8:e65192.
PubMed PubMed Central CAS Google Scholar
Sadeh A, Sharkey KM, Carskadon MA. Activity-based sleep-wake identification: an empirical test of methodological issues. Sleep. 1994;17:201–7.
World Health Organization (WHO). BMI-for-age (5–19 years). https://www.who.int/toolkits/growth-reference-data-for-5to19-years/indicators/bmi-for-age Accessed 29 Oct 2024.
World Health Organization (WHO). Obesity and overweight. https://www.who.int/news-room/fact-sheets/detail/obesity-and-overweight. Accessed 29 Oct 2024.
Aguilar-Farias N, Brown WJ, Peeters GM. ActiGraph GT3X+ cut-points for identifying sedentary behaviour in older adults in free-living environments. J Sci Med Sport. 2014;17:293–9.
Romanzini M, Petroski EL, Ohara D, Dourado AC, Reichert FF. Calibration of ActiGraph GT3X, Actical and RT3 accelerometers in adolescents. Eur J Sport Sci. 2014;14:91–9.
Stiegler P, Sausenthaler S, Buyken AE, Rzehak P, Czech D, Linseisen J, et al. A new FFQ designed to measure the intake of fatty acids and antioxidants in children. Public Health Nutr. 2010;13:38–46.
Harris CP, von Berg A, Berdel D, Bauer CP, Schikowski T, Koletzko S, et al. Association of dietary fatty acids with blood lipids is modified by physical activity in adolescents: results from the GINIplus and LISA birth cohort studies. Nutrients. 2018;10:1372.
PubMed PubMed Central Google Scholar
Van Buuren S. Flexible Imputation of Missing Data. 2nd ed. France: Chapman and HallCRC; 2018.
Kilanowski A, Chen J, Everson T, Thiering E, Wilson R, Gladish N, et al. Methylation risk scores for childhood aeroallergen sensitization: results from the LISA birth cohort. Allergy. 2022;77:2803–17.
Kress S, Kilanowski A, Wigmann C, Zhao Q, Zhao T, Abramson MJ, et al. Airway inflammation in adolescents and elderly women: chronic air pollution exposure and polygenic susceptibility. Sci Total Environ. 2022;841:156655.
Locke AE, Kahali B, Berndt SI, Justice AE, Pers TH, Day FR, et al. Genetic studies of body mass index yield new insights for obesity biology. Nature. 2015;518:197–206.
PubMed PubMed Central CAS Google Scholar
Wang M, Flexeder C, Kilanowski A, Kress S, Herberth G, Schikowski T, et al. Changes in sleep duration and sleep difficulties from adolescence to young adulthood and the risk of obesity: bidirectional evidence in the GINIplus and LISA studies. Sleep Med. 2023;101:401–10.
Ullmann T, Hennig C, Boulesteix AL. Validation of cluster analysis results on validation data: a systematic framework. WIREs Data Min Knowl Discovery. 2021;12:e1444.
R Core Team. R: A Language and Environment for Statistical Computing. Vienna: R Foundation for Statistical Computing; 2023.
Kansagra S. Sleep disorders in adolescents. Pediatrics. 2020;145:S204–9.
Futenma K, Takaesu Y, Komada Y, Shimura A, Okajima I, Matsui K, et al. Delayed sleep-wake phase disorder and its related sleep behaviors in the young generation. Front Psychiatry. 2023;14:1174719.
Comments (0)