Cardiometabolic health in adolescence and its association with educational outcomes

Aim To explore the association of selected cardiometabolic biomarkers and metabolic syndrome (MetS) with educational outcomes in adolescents from Chile. Methods Of 678 participants, 632 (52% males) met criteria for the study. At 16 years, waist circumference (WC), systolic blood pressure, triglycerides (TG), high-density lipoprotein and glucose were measured. A continuous cardiometabolic risk score (zMetS) using indicators of obesity, lipids, glucose and blood pressure was computed, with lower values denoting a healthier cardiometabolic profile. MetS was diagnosed with the International Diabetes Federation/American Heart Association/National Heart, Lung, and Blood Institute joint criteria. Data on high school (HS) graduation, grade point average (GPA), college examination rates and college test scores were collected. Data were analysed controlling for sociodemographic, lifestyle and educational confounders. Result zMetS, WC, TG and homeostatic model assessment of insulin resistance at 16 years were negatively and significantly associated with the odds of completing HS and taking college exams. Notably, for a one-unit increase in zMetS, we found 52% (OR: 0.48, 95% CI 0.227 to 0.98) and 39% (OR: 0.61, 95% CI 0.28 to 0.93) reduction in the odds of HS completion and taking college exams, respectively. The odds of HS completion and taking college exams in participants with MetS were 37% (95% CI 0.14 to 0.98) and 33% (95% CI 0.15 to 0.79) that of participants with no cardiometabolic risk factors. Compared with adolescents with no risk factors, those with MetS had lower GPA (515 vs 461 points; p=0.002; Cohen’s d=0.55). Adolescents having the MetS had significantly lower odds of passing the mathematics exam for college compared with peers with no cardiometabolic risk factors (OR: 0.49; 95% CI 0.16 to 0.95). Conclusion In Chilean adolescents, cardiometabolic health was associated with educational outcomes.

[1]  B. Bernal-Morales Health and Academic Achievement , 2018 .

[2]  R. Mattick,et al.  Adherence to the Caffeine Intake Guideline during Pregnancy and Birth Outcomes: A Prospective Cohort Study , 2018, Nutrients.

[3]  Anand R. Kumar,et al.  Associations between pro‐inflammatory cytokines, learning, and memory in late‐life depression and healthy aging , 2018, International journal of geriatric psychiatry.

[4]  T. El-Elimat,et al.  Evaluation of the Effect of Moringa peregrina Extract on Learning and Memory: Role of Oxidative Stress , 2017, Journal of Molecular Neuroscience.

[5]  R. An,et al.  Childhood obesity and school absenteeism: a systematic review and meta‐analysis , 2017, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[6]  Claudia M. Roebers,et al.  Disentangling the relationship between children’s motor ability, executive function and academic achievement , 2017, PloS one.

[7]  Alan D. Lopez,et al.  Global, Regional, and National Burden of Cardiovascular Diseases for 10 Causes, 1990 to 2015 , 2017, Journal of the American College of Cardiology.

[8]  S. Gahagan,et al.  Snacking Quality Is Associated with Secondary School Academic Achievement and the Intention to Enroll in Higher Education: A Cross-Sectional Study in Adolescents from Santiago, Chile , 2017, Nutrients.

[9]  M. Karsdal,et al.  Metabolic Syndrome, Insulin Resistance, and Cognitive Dysfunction: Does Your Metabolic Profile Affect Your Brain? , 2017, Diabetes.

[10]  T. Olds,et al.  The associations between physical activity, sedentary behaviour and academic performance. , 2016, Journal of science and medicine in sport.

[11]  Young-Bum Kim,et al.  Insulin in the nervous system and the mind: Functions in metabolism, memory, and mood , 2016, Molecular metabolism.

[12]  Tih-Shih Lee,et al.  Metabolic Syndrome and the Risk of Mild Cognitive Impairment and Progression to Dementia: Follow-up of the Singapore Longitudinal Ageing Study Cohort. , 2016, JAMA neurology.

[13]  S. Sim,et al.  Dietary Habits Are Associated With School Performance in Adolescents , 2016, Medicine.

[14]  S. Gahagan,et al.  Nutritional quality of diet and academic performance in Chilean students , 2016, Bulletin of the World Health Organization.

[15]  A. Kowaltowski,et al.  Mitochondrial Retrograde Signaling: Triggers, Pathways, and Outcomes , 2015, Oxidative medicine and cellular longevity.

[16]  G. Biessels,et al.  Hippocampal insulin resistance and cognitive dysfunction , 2015, Nature Reviews Neuroscience.

[17]  H. I. Lanza,et al.  Is Obesity Associated With School Dropout? Key Developmental and Ethnic Differences. , 2015, The Journal of school health.

[18]  S. Gahagan,et al.  Healthy Chilean Adolescents with HOMA-IR ≥ 2.6 Have Increased Cardiometabolic Risk: Association with Genetic, Biological, and Environmental Factors , 2015, Journal of diabetes research.

[19]  Alan W. Stitt,et al.  Epigenetic Changes in Endothelial Progenitors as a Possible Cellular Basis for Glycemic Memory in Diabetic Vascular Complications , 2015, Journal of diabetes research.

[20]  S. Gahagan,et al.  High cardiometabolic risk in healthy Chilean adolescents: associations with anthropometric, biological and lifestyle factors , 2015, Public Health Nutrition.

[21]  O. Skorokhod,et al.  Role of the Lipoperoxidation Product 4-Hydroxynonenal in the Pathogenesis of Severe Malaria Anemia and Malaria Immunodepression , 2015, Oxidative medicine and cellular longevity.

[22]  N. Breusing,et al.  Relationship between Inflammation and Oxidative Stress and Cognitive Decline in the Institutionalized Elderly , 2015, Oxidative medicine and cellular longevity.

[23]  D. Ivanovic,et al.  Achievement in mathematics and language is linked to regular physical activity: a population study in Chilean youth , 2014, Journal of sports sciences.

[24]  C. Wellington,et al.  HDL and cholesterol handling in the brain. , 2014, Cardiovascular research.

[25]  J. Yoon Dyslipidemia in Children and Adolescents: When and How to Diagnose and Treat? , 2014, Pediatric gastroenterology, hepatology & nutrition.

[26]  B. Lozoff,et al.  Iron supplementation in infancy contributes to more adaptive behavior at 10 years of age. , 2014, The Journal of nutrition.

[27]  S. Barja,et al.  Estado nutricional, síndrome metabólico y resistencia a la insulina en niños de Santiago, Chile , 2013 .

[28]  L. Villarroel,et al.  [Nutritional status, metabolic syndrome and insulin resistance in children from Santiago (Chile)]. , 2013, Nutricion hospitalaria.

[29]  H. Savolainen,et al.  Mathematical and Reading Difficulties as Predictors of School Achievement and Transition to Secondary Education , 2013 .

[30]  B. Bradley,et al.  Do health and education agencies in the United States share responsibility for academic achievement and health? A review of 25 years of evidence about the relationship of adolescents' academic achievement and health behaviors. , 2013, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[31]  P. Alagona,et al.  The worldwide environment of cardiovascular disease: prevalence, diagnosis, therapy, and policy issues: a report from the American College of Cardiology. , 2012, Journal of the American College of Cardiology.

[32]  B. Lozoff,et al.  Adolescent Metabolic Syndrome Risk Is Increased with Higher Infancy Weight Gain and Decreased with Longer Breast Feeding , 2012, International journal of pediatrics.

[33]  J. R. M. Ramos,et al.  Cardiac Troponin T and Illness Severity in the Very-Low-Birth-Weight Infant , 2012, International journal of pediatrics.

[34]  K. Eagle,et al.  Summaries of Key Journal Articles , 2011 .

[35]  P. Mecocci,et al.  Hypertension and cognitive function in the elderly. , 2010, Disease-a-month : DM.

[36]  S. Grundy,et al.  Harmonizing the metabolic syndrome: a joint interim statement of the International Diabetes Federation Task Force on Epidemiology and Prevention; National Heart, Lung, and Blood Institute; American Heart Association; World Heart Federation; International Atherosclerosis Society; and International As , 2009, Circulation.

[37]  P. Veugelers,et al.  Self‐esteem and cognitive development in the era of the childhood obesity epidemic , 2008, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[38]  M. ClaudeGodard,et al.  Valor de un test clnico para evaluar actividad fsica en nios , 2008 .

[39]  M. Metzler,et al.  Socioeconomic status in health research: one size does not fit all. , 2005, JAMA.

[40]  G. Ratcliff,et al.  Cognitive Test Performance and Presence of Subclinical Cardiovascular Disease in the Cardiovascular Health Study , 2000, Neuroepidemiology.

[41]  R. Écochard,et al.  Influence of oxidative stress biomarkers on cognitive decline. , 2015, Journal of Alzheimer's disease : JAD.

[42]  Subhrajit Bhattacharya,et al.  Impaired insulin signaling and mechanisms of memory loss. , 2014, Progress in molecular biology and translational science.

[43]  B. Stephan,et al.  Metabolic syndrome and longitudinal changes in cognitive function: a systematic review and meta-analysis. , 2014, Journal of Alzheimer's disease : JAD.

[44]  M. LydiaLera,et al.  Hábitos de ingesta y actividad física en escolares, según tipo de establecimiento al que asisten , 2008 .

[45]  Claude Godard M,et al.  [Value of a clinical test for assessing physical activity in children]. , 2008, Revista medica de Chile.

[46]  Lydia Lera M,et al.  [Dietary intake and physical activity in school age children]. , 2008, Revista medica de Chile.