Socioeconomic disadvantage and polygenic risk of overweight in early and mid-life: a longitudinal population cohort study spanning 12 years

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作者
Kerr, Jessica A. [1 ,2 ,3 ,20 ]
Dumuid, Dorothea [4 ]
Downes, Marnie [2 ]
Lange, Katherine [2 ,3 ]
Connor, Meredith O. ' [2 ,3 ,5 ]
Stanford, Ty [4 ]
Thornton, Lukar [6 ]
Mavoa, Suzanne [2 ,7 ,8 ]
Lycett, Kate [2 ,3 ,9 ]
Olds, Tim S. [2 ,4 ]
Edwards, Ben [10 ]
Sullivan, Justin O. ' [11 ,12 ,13 ,14 ,15 ]
Juonala, Markus [2 ,16 ,17 ]
Le, Ha N. D. [2 ,18 ]
Saffery, Richard [2 ,3 ]
Burgner, David [2 ,3 ,19 ]
Wake, Melissa [2 ,3 ,11 ]
机构
[1] Univ Otago Christchurch, Dept Psychol Med, Christchurch, New Zealand
[2] Murdoch Childrens Res Inst, Parkville, Vic, Australia
[3] Univ Melbourne, Dept Paediat, Parkville, Vic, Australia
[4] Univ South Australia, Alliance Res Exercise Nutr & Act ARENA, Allied Hlth & Human Performance, Adelaide, SA, Australia
[5] Univ Melbourne, Melbourne Grad Sch Educ, Parkville, Vic, Australia
[6] Univ Antwerp, Dept Mkt, Antwerp, Belgium
[7] Environm Protect Author Victoria, Environm Publ Hlth Branch, Melbourne, Vic, Australia
[8] Univ Melbourne, Melbourne Sch Populat & Global Hlth, Parkville, Vic, Australia
[9] Deakin Univ, Ctr Social & Early Emot Dev, Sch Psychol, Geelong, Vic, Australia
[10] Australian Natl Univ, Ctr Social Res & Methods, Canberra, Act, Australia
[11] Univ Auckland, Liggins Inst, Auckland, New Zealand
[12] Univ Auckland, Maurice Wilkins Ctr, Auckland, New Zealand
[13] Garvan Inst Med Res, Australian Parkinsons Mission, Sydney, NSW, Australia
[14] Univ Southampton, Lifecourse Epidemiol Unit, MRC, Southampton, England
[15] Agcy Sci Technol & Res, Singapore Inst Clin Sci, Singapore, Singapore
[16] UNIV TURKU, DEPT MED, TURKU, Finland
[17] Turku Univ Hosp, Div Med, Turku, Finland
[18] Deakin Univ, Sch Hlth & Social Dev, Deakin Hlth Econ, Geelong, Vic, Australia
[19] Monash Univ, Dept Paediat, Clayton, Vic, Australia
[20] Univ Otago Christchurch, 4 Oxford Terrace, Christchurch 8011, New Zealand
来源
基金
英国医学研究理事会; 澳大利亚国家健康与医学研究理事会; 澳大利亚研究理事会;
关键词
Socioeconomic disadvantage; Polygenic risk; Adolescent; Adult; Overweight; Obesity; Intervention; TARGET TRIAL; BODY-MASS; CHILDREN; WEIGHT;
D O I
10.1016/j.lanwpc.2024.101231
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background We describe BMI by socioeconomic disadvantage and by polygenic risk in parallel cohorts of children and adults (their parents). We examine whether hypothetically intervening to reduce childhood disadvantage could reduce adolescent obesity. Methods From a population-based cohort (N = 5107) with a mixed design (survey and direct assessment), 24-31% had genotype data: 1607 children (50% male) followed biennially from age 2-3 to 14-15; 2406 adults (36% male) followed from mean age 35-47 years. Exposures were polygenic risk score for BMI, and neighbourhood- and family-level socioeconomic disadvantage categorised as ' most ' (top two cohort-specific quintiles), ' average ' , or ' least ' disadvantage (bottom two quintiles). We explored trends in estimated BMI and risk of overweight/obesity by disadvantage, stratified by polygenic risk. We used generalised linear regression to estimate the reduction in overweight/obesity at 14-15 years in children living in ' least/average disadvantage' in early childhood relative to those in ' most disadvantage', adjusted for confounders. Causal effect estimates were obtained separately for children with higher and lower polygenic risk. Findings A positive trend between disadvantage and overweight/obesity was most apparent among participants with high polygenic risk. Among children with higher polygenic risk (n = 805), hypothetical target trial results imply that intervening to lessen population-wide neighbourhood disadvantage from most to least disadvantage could reduce adolescent overweight/obesity by 32% (risk ratio (RR) 0.68, 95% CI 0.50-0.92), or by 42% if intervening to lessen family disadvantage (RR 0.58, 95% CI 0.42-0.79). Positive effects were smaller when isolating the population to those with lower polygenic risk (7-17%), and for the whole population, regardless of polygenic risk (25-39%). Interpretation Children at higher polygenic risk of obesity suffer disproportionate BMI impacts of disadvantage. At the population-level, and especially for those with higher polygenic risk, tackling disadvantage could potentially reduce obesity and associated morbidity, mortality, and costs.
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页数:14
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