SynthesisBMJ (Clinical research ed.)2012
Cardiovascular disease risk in healthy children and its association with body mass index: systematic review and meta-analysis.
Synthesis in BMJ (Clinical research ed.), 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 281 papers, 15 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
281 citing papers in PubMed, 15 syntheses or guidelines pooled it, 633 citations in OpenAlex.
- The role of motivation in weight reduction programs for children and adolescents with overweight or obesity: a systematic review.Eating and weight disorders : EWD · 2025Pooled it
- Association between 24-hour movement behaviors and adiposity in children and adolescents: A compositional data meta-analysis.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025Pooled it
- Brazilian Guideline for Exercise Testing in Children and Adolescents - 2024.Arquivos brasileiros de cardiologia · 2024Guideline
- Interventions to prevent obesity in Latinx children birth to 6 years globally: a systematic review.Public health nutrition · 2023Pooled it
- Association of body mass index trajectory and hypertension risk: A systematic review of cohort studies and network meta-analysis of 89,094 participants.Frontiers in cardiovascular medicine · 2022Pooled it
- Effects of nutritional intervention strategies in the primary prevention of overweight and obesity in school settings: systematic review and network meta-analysis.BMJ medicine · 2022Pooled it
- Autism Spectrum Disorder and Obesity in Children: A Systematic Review and Meta-Analysis.Obesity facts · 2022Pooled it
- Obesity in young children and its relationship with diagnosis of asthma, vitamin D deficiency, iron deficiency, specific allergies and flat-footedness: A systematic review and meta-analysis.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2021Pooled it
- Estimating Global Prevalence of Metabolic Dysfunction-Associated Fatty Liver Disease in Overweight or Obese Children and Adolescents: Systematic Review and Meta-Analysis.International journal of public health · 2021Pooled it
- Chained Risk Assessment for Life-Long Disease Burden of Early Exposures - Demonstration of Concept Using Prenatal Maternal Smoking.International journal of environmental research and public health · 2020Pooled it
- National Dietary Guidelines of Greece for children and adolescents: a tool for promoting healthy eating habits.Public health nutrition · 2019Guideline
- What change in body mass index is associated with improvement in percentage body fat in childhood obesity? A meta-regression.BMJ open · 2019Pooled it
- Age of introduction of complementary feeding and overweight in adolescence and adulthood: A systematic review.Maternal & child nutrition · 2019Pooled it
- Cardiorespiratory Fitness in Childhood and Adolescence Affects Future Cardiovascular Risk Factors: A Systematic Review of Longitudinal Studies.Sports medicine (Auckland, N.Z.) · 2018Pooled it
- Maternal prepregnancy BMI or weight and offspring's blood pressure: Systematic review.Maternal & child nutrition · 2018Pooled it
- Effect of Semaglutide on Insulin Sensitivity and Cardiometabolic Risk Factors in Adolescents With Obesity: The STEP TEENS Study.Diabetes care · 2026Trial
- Economic evaluation of a multi-component obesity prevention intervention in Chinese primary schools.BMC medicine · 2025Trial
- High Blood Pressure in Children Aged 3 to 12 Years Old With Overweight or Obesity.Childhood obesity (Print) · 2024Trial
- Combined high-intensity interval and resistance training improves cardiorespiratory fitness more than high-intensity interval training in young women with overweight/obesity: a randomized controlled trial.Frontiers in endocrinology · 2024Trial
- [Influence of rs2587552 polymorphism ofBeijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2023Trial
221 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
objectivesTo describe the association and its magnitude between body mass index category, sex, and cardiovascular disease risk parameters in school aged children in highly developed countries.
designSystematic review and meta-analysis. Quality of included studies assessed by an adapted version of the Cochrane Collaboration's risk of bias assessment tool. Results of included studies in meta-analysis were pooled and analysed by Review Manager version 5.1. DATA SOURCES: Embase, PubMed, EBSCOHost's cumulative index to nursing and allied health literature, and the Web of Science databases for papers published between January 2000 and December 2011. REVIEW
methodsHealthy children aged 5 to 15 in highly developed countries enrolled in studies done after 1990 and using prospective or retrospective cohort, cross sectional, case-control, or randomised clinical trial designs in school, outpatient, or community settings. Included studies had to report an objective measure of weight and at least one prespecified risk parameter for cardiovascular disease.
resultsWe included 63 studies of 49 220 children. Studies reported a worsening of risk parameters for cardiovascular disease in overweight and obese participants. Compared with normal weight children, systolic blood pressure was higher by 4.54 mm Hg (99% confidence interval 2.44 to 6.64; n=12 169, eight studies) in overweight children, and by 7.49 mm Hg (3.36 to 11.62; n=8074, 15 studies) in obese children. We found similar associations between groups in diastolic and 24 h ambulatory systolic blood pressure. Obesity adversely affected concentrations of all blood lipids; total cholesterol and triglycerides were 0.15 mmol/L (0.04 to 0.25, n=5072) and 0.26 mmol/L (0.13 to 0.39, n=5138) higher in obese children, respectively. Fasting insulin and insulin resistance were significantly higher in obese participants but not in overweight participants. Obese children had a significant increase in left ventricular mass of 19.12 g (12.66 to 25.59, n=223), compared with normal weight children.
conclusionHaving a body mass index outside the normal range significantly worsens risk parameters for cardiovascular disease in school aged children. This effect, already substantial in overweight children, increases in obesity and could be larger than previously thought. There is a need to establish whether acceptable parameter cut-off levels not considering weight are a valid measure of risk in modern children and whether methods used in their study and reporting should be standardised.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.