Ethnic and Social Health Inequalities in Body Mass Index Trajectories through Childhood and Adolescence: A Longitudinal Population-Based Study in Leicestershire UK
Leuenberger, L. M.; Belle, F. N.; Spycher, B. D.; Goutaki, M.; Lo, D. K. H.; Gaillard, E. A.; Kuehni, C. E.
Show abstract
BackgroundEthnic minorities and socioeconomically disadvantaged populations in the UK are at increased risk of obesity. We modelled longitudinal body mass index (BMI) trajectories through infancy, childhood, and adolescence to identify at-risk groups and modifiable risk factors. MethodsThis cohort sampled 10,350 White and South Asian children born in Leicestershire, 1985-1997. We included 5,571 participants with [≥]3 BMI measurements between 0-18 years collected from healthcare records, questionnaires, and study visits. We used Group-Based Trajectory Modelling of BMI, separately by sex and ethnicity, and combined. We identified at-risk groups and modifiable risk factors using multinomial logistic regression, with inverse probability weighting to reduce selection bias. ResultsWe identified similar five BMI trajectories across sex and ethnicity: stable normal BMI (47%); persistent low BMI (30%); early overweight resolving (8%); childhood onset obesity (4%); and adolescent onset overweight (11%). Childhood onset obesity deviated from stable normal BMI at 2-4 years of age, adolescent onset overweight at 4-6 years. South Asians were at higher risk of childhood onset obesity (aOR: 1.66 [95%CI 1.08-2.53]) and adolescent onset overweight (1.29 [0.98-1.71]) than Whites. Children from deprived backgrounds (1.66 [0.92-2.82], most vs least deprived quintile) and those with less educated parents (1.67 [1.08-2.63], compulsory vs higher education) were at increased risk of childhood onset obesity. Smoking during pregnancy (1.50 [0.88-2.54]) and absence of breastfeeding (1.56 [1.07-2.29]) increased risk of childhood onset obesity. Physical activity decreased risk of childhood onset obesity (0.64 [0.44-0.93], [≥]4 vs 0-3 hours/week) and adolescent onset overweight (0.75 [0.59-0.94]). ConclusionBMI trajectories diverge as early as age 2 years, revealing ethnic and social inequalities. Obesity strategies in the UK should intervene during critical windows in early life and prioritise South Asian children and those from socioeconomically deprived backgrounds.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Maternal obesity before pregnancy predicts offspring blood pressure at 18 years of age: A causal mediation analysis 95%
- Genetic and environmental effects on weight gain from young adulthood to old age and its association with body mass index at early young adulthood: an individual-based pooled analysis of 16 twin cohorts 94%
- Body mass index changes and their association with SARS-CoV-2 infection: a real-world analysis 93%
Similar papers in this journal
- Trends in weight gain recorded in English primary care before and during the Coronavirus-19 pandemic: an observational cohort study using the OpenSAFELY platform 96%
- Sex-specific associations of adiposity with cardiometabolic traits: multi-life-stage cohort study with repeat metabolomics 94%
- The Association Between Cognitive Ability and Body Mass Index: A Sibling-Comparison Analysis in Four Longitudinal Studies 92%
Similar papers in this journal
- Polygenic risk of obesity and BMI trajectories over 36 years: a longitudinal study of adult Finnish twins 93%
- Offspring cardiometabolic outcomes and postnatal growth trajectories after exposure to maternal SARS-CoV-2 infection 93%
- The Pediatric Obesity Microbiome and Metabolism Study (POMMS): Methods, Baseline Data, and Early Insights. 91%
Similar papers in this journal
- Exploring the causal effect of maternal pregnancy adiposity on offspring adiposity: Mendelian randomization using polygenic risk scores 94%
- Establishing the relationships between adiposity and reproductive factors: a multivariable Mendelian randomization analysis 94%
- The UK Coronavirus Job Retention Scheme and changes in diet, physical activity and sleep during the COVID-19 pandemic: Evidence from eight longitudinal studies 93%
Similar papers in this journal
- Exposome changes in primary school children following the wide population non-pharmacological interventions implemented due to COVID-19 in Cyprus: a national survey 90%
- Trajectory of weight regain after cessation of GLP-1 receptor agonists: a systematic review and nonlinear meta-regression 90%
- Suicide and depression in former contact sports participants: population-based cohort study, systematic review, and meta-analysis 88%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.