Background: Clinical prediction tools could assist with prevention and treatment of adolescent overweight/obesity. We examined how combinations of clinical indicators at various ages predict overweight/obesity development, as well as resolution, by 10-11 and 14-15 years of age.
Methods: Data were derived from Birth (N=3469) and Kinder (N=3276) cohorts of the Longitudinal Study of Australian Children, followed from ages 2-3 and 4-5 years, respectively. Potential obesity-relevant clinical indicators included six historic factors (eg mode of delivery, birthweight z-score) and 18 concurrent factors (eg sleep problems, BMI, sugary drink consumption) that were assessed every two years (Birth cohort: 2-3, 4-5, 6-7, 8-9 years of age; Kinder cohort: 4-5, 6-7, 8-9, 10-11, 12-13 years of age). Overweight/obesity was defined using International Obesity Taskforce cutpoints at 10-11 years and 14-15 years.
Results: In both cohorts, only three factors consistently predicted development or resolution of overweight/obesity in multivariable models. Among normal weight children, an increased odds of developing overweight/obesity was associated with higher child (odds ratio (OR) 1.7-3.8 across all study waves) and maternal (OR 1.05-1.09) BMI, and inversely with higher maternal education (OR 0.60-0.62, when assessed at age 2-7 years). Among overweight/obesity children, a lower odds of resolving to normal weight was associated with higher child (OR 0.51-0.79 across all study waves) and maternal (OR 0.89-0.95) BMI, and inversely with maternal education (OR 1.6-1.9, when assessed at age 2-5 years). The prevalence of overweight/obesity at the age of 14-15 years was 13% among children with none of these risk factors at age 6-7 years, compared with 71% among those with all three risk factors (P<0.001).
Conclusions: From early childhood onwards, child and maternal BMI and maternal education predict overweight/obesity onset and resolution by adolescence. These risk factors, easily available to clinicians, could help better target treatment or prevention of child overweight/obesity.