Trajectories of lifestyle patterns from 2 to 8 years of age and cardiometabolic risk in children: the GUSTO study

被引:5
作者
Chia, Airu [1 ,2 ]
Toh, Jia Ying [3 ]
Natarajan, Padmapriya [1 ,2 ,4 ,5 ]
Cai, Shirong [3 ,4 ,5 ]
Ong, Yi Ying [6 ]
Descarpentrie, Alexandra [7 ,8 ]
Lioret, Sandrine [7 ,8 ]
Bernard, Jonathan Y. [7 ,8 ]
Mueller-Riemenschneider, Falk [1 ,2 ,9 ]
Godfrey, Keith M. [10 ,11 ,12 ]
Tan, Kok Hian [13 ,14 ]
Chong, Yap Seng [3 ,4 ,5 ]
Eriksson, Johan G. [3 ,4 ,5 ,15 ,16 ,17 ]
Chong, Mary F-F [1 ,2 ,3 ]
机构
[1] Natl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Tahir Fdn Bldg,12 Sci Dr 2,12-01, Singapore 117549, Singapore
[2] Natl Univ Hlth Syst, Tahir Fdn Bldg,12 Sci Dr 2,12-01, Singapore 117549, Singapore
[3] ASTAR, Singapore Inst Clin Sci SICS, Singapore, Singapore
[4] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Obstet & Gynaecol, Singapore, Singapore
[5] Natl Univ Singapore, Yong Loo Lin Sch Med, Human Potential Translat Res Programme, Singapore, Singapore
[6] Harvard TH Chan Sch Publ Hlth, Dept Social & Behav Sci, Boston, MA USA
[7] Univ Paris Cite, Ctr Res Epidemiol & Stat CRESS, F-75004 Paris, France
[8] Univ Sorbonne Paris Nord, INRAE, F-75004 Paris, France
[9] Charite, Berlin Inst Hlth, Digital Hlth Ctr, Berlin, Germany
[10] Univ Southampton, MRC Lifecourse Epidemiol Ctr, Southampton, England
[11] Univ Southampton, NIHR Southampton Biomed Res Ctr, Southampton, England
[12] Univ Hosp Southampton NHS Fdn Trust, Southampton, England
[13] Duke NUS Med Sch, Singapore, Singapore
[14] KK Womens & Childrens Hosp, Dept Maternal Fetal Med, Singapore, Singapore
[15] Univ Helsinki, Dept Gen Practice & Primary Hlth Care, Helsinki, Finland
[16] Helsinki Univ Hosp, Helsinki, Finland
[17] Folkhalsan Res Ctr, Helsinki, Finland
基金
新加坡国家研究基金会; 英国医学研究理事会;
关键词
Longitudinal; Group-based trajectory; Lifestyle patterns; Diet; Physical activity; Screen time; Sleep; Cardiometabolic; Metabolic syndrome; Childhood; INSULIN-RESISTANCE; PHYSICAL-ACTIVITY; ASSOCIATION; CHILDHOOD; OUTCOMES;
D O I
10.1186/s12966-024-01564-z
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
BackgroundTracking combinations of lifestyle behaviours during childhood ("lifestyle pattern trajectories") can identify subgroups of children that might benefit from lifestyle interventions aiming to improve health outcomes later in life. However, studies on the critical transition period from early to middle childhood are limited. We aimed to describe lifestyle patterns trajectories in children from 2 to 8 years of age and evaluated their associations with cardiometabolic risk markers at age 8 years in a multi-ethnic Asian cohort.MethodsTwelve lifestyle behaviours related to child's diet, physical activity, screen use, and sleep were ascertained using questionnaires at ages 2, 5, and 8 years. Age-specific lifestyle patterns were derived using principal component analysis and trajectories were determined using group-based multi-trajectory modelling. Child cardiometabolic risk markers were assessed at age 8 years, and associations with trajectories examined using multiple regression, adjusted for confounders.ResultsAmong 546 children, two lifestyle patterns "healthy" and "unhealthy" were observed at ages 2, 5, and 8 years separately. Three trajectory groups from 2 to 8 years were identified: consistently healthy (11%), consistently unhealthy (18%), and mixed pattern (71%). Children in the consistently unhealthy group (vs. mixed pattern) had increased odds of pre-hypertension (OR = 2.96 [95% CI 1.18-7.41]) and higher levels of diastolic blood pressure (beta = 1.91 [0.27-3.55] mmHg), homeostasis model assessment of insulin resistance (beta = 0.43 [0.13-0.74]), triglycerides (beta = 0.11 [0.00-0.22] mmol/L), and metabolic syndrome score (beta = 0.85 [0.20-1.49]), but not with BMI z-score or any anthropometric measurements. The consistently healthy group showed no differences in cardiometabolic outcomes compared to the mixed pattern group.ConclusionThree distinct lifestyle pattern trajectories were identified from early to middle childhood. Children in the consistently unhealthy lifestyle group did not have a raised BMI but was associated with several elevated cardiometabolic risk markers. These findings suggest the potential benefits of initiating holistic lifestyle interventions to improve children's health and well-being from an early age.Trial registrationTrial registration number: NCT01174875. Name of registry: ClinicalTrials.gov. URL of registry: https://classic.clinicaltrials.gov/ct2/show/NCT01174875. Date of registration: August 4, 2010. Date of enrolment of the first participant to the trial: June 2009.
引用
收藏
页数:11
相关论文
共 42 条
[1]   Metabolic syndrome in young children: definitions and results of the IDEFICS study [J].
Ahrens, W. ;
Moreno, L. A. ;
Marild, S. ;
Molnar, D. ;
Siani, A. ;
De Henauw, S. ;
Boehmann, J. ;
Guenther, K. ;
Hadjigeorgiou, C. ;
Iacoviello, L. ;
Lissner, L. ;
Veidebaum, T. ;
Pohlabeln, H. ;
Pigeot, I. .
INTERNATIONAL JOURNAL OF OBESITY, 2014, 38 :S4-S14
[2]   Regression to the mean: what it is and how to deal with it [J].
Barnett, AG ;
van der Pols, JC ;
Dobson, AJ .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2005, 34 (01) :215-220
[3]   The Fatty Liver Index: a simple and accurate predictor of hepatic steatosis in the general population [J].
Bedogni, Giorgio ;
Bellentani, Stefano ;
Miglioli, Lucia ;
Masutti, Flora ;
Passalacqua, Marilena ;
Castiglione, Anna ;
Tiribelli, Claudio .
BMC GASTROENTEROLOGY, 2006, 6 (1)
[4]   Clustering of multiple lifestyle behaviours and its association to cardiovascular risk factors in children: the IDEFICS study [J].
Bel-Serrat, S. ;
Mouratidou, T. ;
Santaliestra-Pasias, A. M. ;
Iacoviello, L. ;
Kourides, Y. A. ;
Marild, S. ;
Molnar, D. ;
Reisch, L. ;
Siani, A. ;
Stomfai, S. ;
Vanaelst, B. ;
Veidebaum, T. ;
Pigeot, I. ;
Ahrens, W. ;
Krogh, V. ;
Moreno, L. A. .
EUROPEAN JOURNAL OF CLINICAL NUTRITION, 2013, 67 (08) :848-854
[5]   Predictors of screen viewing time in young Singaporean children: the GUSTO cohort [J].
Bernard, Jonathan Y. ;
Padmapriya, Natarajan ;
Chen, Bozhi ;
Cai, Shirong ;
Tan, Kok Hian ;
Yap, Fabian ;
Shek, Lynette ;
Chong, Yap-Seng ;
Gluckman, Peter D. ;
Godfrey, Keith M. ;
Kramer, Michael S. ;
Saw, Seang Mei ;
Mueller-Riemenschneider, Falk .
INTERNATIONAL JOURNAL OF BEHAVIORAL NUTRITION AND PHYSICAL ACTIVITY, 2017, 14
[6]   Obesity, Diabetes and the Asian Phenotype [J].
Bhardwaj, Swati ;
Misra, Anoop .
NUTRITION FOR THE PRIMARY CARE PROVIDER, 2015, 111 :116-122
[7]   Tracking of cardiometabolic risk factor clustering from childhood to adulthood [J].
Camhi, Sarah M. ;
Katzmarzyk, Peter T. .
INTERNATIONAL JOURNAL OF PEDIATRIC OBESITY, 2010, 5 (02) :122-129
[8]   Energy intakes of children after preloads: adjustment, not compensation [J].
Cecil, JE ;
Palmer, CNA ;
Wrieden, W ;
Murrie, I ;
Bolton-Smith, C ;
Watt, P ;
Wallis, DJ ;
Hetherington, MM .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 2005, 82 (02) :302-308
[9]   Socio-demographic and maternal predictors of adherence to 24-hour movement guidelines in Singaporean children [J].
Chen, Bozhi ;
Bernard, Jonathan Y. ;
Padmapriya, Natarajan ;
Yao, Jiali ;
Goh, Claire ;
Tan, Kok Hian ;
Yap, Fabian ;
Chong, Yap-Seng ;
Shek, Lynette ;
Godfrey, Keith M. ;
Chan, Shiao-Yng ;
Eriksson, Johan G. ;
Mueller-Riemenschneider, Falk .
INTERNATIONAL JOURNAL OF BEHAVIORAL NUTRITION AND PHYSICAL ACTIVITY, 2019, 16 (01)
[10]   Family-focused contextual factors associated with lifestyle patterns in young children from two mother-offspring cohorts: GUSTO and EDEN [J].
Chia, Airu ;
Descarpentrie, Alexandra ;
Cheong, Rene N. ;
Toh, Jia Ying ;
Natarajan, Padmapriya ;
Sugianto, Ray ;
Cai, Shirong ;
Saldanha-Gomes, Cecilia ;
Dargent-Molina, Patricia ;
De Lauzon-Guillain, Blandine ;
Plancoulaine, Sabine ;
Lanca, Carla ;
Saw, Seang Mei ;
Godfrey, Keith M. ;
Shek, Lynette P. ;
Tan, Kok Hian ;
Charles, Marie-Aline ;
Chong, Yap Seng ;
Heude, Barbara ;
Eriksson, Johan G. ;
Muller-Riemenschneider, Falk ;
Lioret, Sandrine ;
Chong, Mary F-F ;
Bernard, Jonathan Y. .
INTERNATIONAL JOURNAL OF BEHAVIORAL NUTRITION AND PHYSICAL ACTIVITY, 2022, 19 (01)