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Socioeconomic disadvantage and polygenic risk for high BMI magnify obesity risk across childhood: a longitudinal, population, cohort study

超重 人口学 劣势 医学 社会经济地位 肥胖 队列 儿童肥胖 泊松回归 人口 体质指数 老年学 环境卫生 内科学 社会学 政治学 法学
作者
Jessica A. Kerr,Dorothea Dumuid,Marnie Downes,Katherine Lange,Meredith O’Connor,Lukar Thornton,Suzanne Mavoa,Kate Lycett,Tim Olds,Ben Edwards,Justin M. O’Sullivan,Markus Juonala,David Burgner,Melissa Wake
出处
期刊:The Lancet Global Health [Elsevier BV]
卷期号:11: S9-S10 被引量:4
标识
DOI:10.1016/s2214-109x(23)00094-3
摘要

BackgroundAcross the life course, socioeconomic disadvantage disproportionately afflicts those with genetic predispositions to inflammatory diseases. We describe how socioeconomic disadvantage and polygenic risk for high BMI magnify the risk of obesity across childhood, and using causal analyses, explore the hypothetical impact of intervening on socioeconomic disadvantage to reduce adolescent obesity.MethodsData were drawn from a nationally representative Australian birth cohort, with biennial data collection between 2004 and 2018 (research and ethics committee approved). We generated a polygenic risk score for BMI using published genome-wide association studies. We measured early-childhood disadvantage (age 2–3 years) with a neighbourhood census-based measure and a family-level composite of parent income, occupation, and education. We used generalised linear regression (Poisson-log link) to estimate the risk of overweight or obesity (BMI ≥85th percentile) at age 14–15 years for children with early-childhood disadvantage (quintiles 4–5) versus average (quintile 3) and least disadvantage (quintiles 1–2), for those with high and low polygenic risk separately.FindingsFor 1607 children (n=796 female, n=811 male; 31% of the original cohort [N=5107]), polygenic risk and disadvantage were both associated with overweight or obesity; effects of disadvantage were more marked as polygenic risk increased. Of children with polygenic risk higher than the median (n=805), 37% of children living in disadvantage at age 2–3 years had an overweight or obese BMI by adolescence, compared with 26% of those with least disadvantage. For genetically vulnerable children, causal analyses indicated that early neighbourhood intervention to lessen disadvantage (to quintile 1–2) would reduce risk of adolescent overweight or obesity by 23% (risk ratio 0·77; 95% CI 0·57–1·04); estimates for improving family environments were similar (0·59; 0·43–0·80).InterpretationActions addressing socioeconomic disadvantage could mitigate polygenic risk for developing obesity. This study benefits from population-representative longitudinal data but is limited by sample size.FundingAustralian National Health and Medical Research Council.
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