ArticlePLoS genetics2022
Polygenic and socioeconomic risk for high body mass index: 69 years of follow-up across life.
Article in PLoS genetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 2 of them syntheses that pooled it.
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Who cites it
20 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Socioeconomic position, genetic susceptibility, and epigenetic profiles in obesity across the life course: a systematic review.International journal of obesity (2005) · 2026Pooled it
- Gene-environment interplay explaining individual variation in BMI outcomes: a systematic review and meta-analysis of studies using polygenic indices.International journal of obesity (2005) · 2026Pooled it
- Genetic clusters of BMI reveal symptom-specific causal effects on depression.Molecular psychiatry · 2026Article
- A multi-ancestry polygenic risk score for body mass index predicts longitudinal weight change.Genome medicine · 2026Article
- Genetic risk for high body mass index before and amidst the obesity epidemic: Cross-cohort analysis of four british birth cohort studies.PLoS genetics · 2026Article
- Genetics and context for precision health in Greater Boston.Nature communications · 2025Article
- Body Mass Index Progression, Development of Complications and Healthcare Costs Over 8 Years in UK Individuals Living With Overweight/Obesity.Advances in therapy · 2025Observational
- Data Resource Profile: Genomic data in multiple British birth cohorts (1946-2001)-linkage with health, social, and environmental data from birth to old age.International journal of epidemiology · 2025Article
- Causal effect of body mass index on herpes zoster and postherpetic neuralgia: A Mendelian randomization study.Medicine · 2025Article
- The Impact of Economic Income on BMI Trajectory Groups in Chinese Elderly Individuals: A Population-Based Longitudinal Study.Nutrients · 2024Article
- Socioeconomic disadvantage and polygenic risk of overweight in early and mid-life: a longitudinal population cohort study spanning 12 years.The Lancet regional health. Western Pacific · 2024Article
- Socio-economic differences in body mass index: the contribution of genetic factors.International journal of obesity (2005) · 2024Article
- Utility of polygenic scores across diverse diseases in a hospital cohort for predictive modeling.Nature communications · 2024Article
- Common infections and neuroimaging markers of dementia in three UK cohort studies.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024Article
- Trends in the ability of socioeconomic position to predict individual body mass index: an analysis of repeated cross-sectional data, 1991-2019.BMC medicine · 2023Article
- Decoding Genetics, Ancestry, and Geospatial Context for Precision Health.medRxiv : the preprint server for health sciences · 2023Article
- Trans-ethnic polygenic risk scores for body mass index: An international hundred K+ cohorts consortium study.Clinical and translational medicine · 2023Article
- Wrestling with Public Input on an Ethical Analysis of Scientific Research.The Hastings Center report · 2023Article
- A lifecourse mendelian randomization study highlights the long-term influence of childhood body size on later life heart structure.PLoS biology · 2022Article
- Lifestyle choices mediate the association between educational attainment and BMI in older adults in China: A cross-sectional study.Frontiers in public health · 2022Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
Genetic influences on body mass index (BMI) appear to markedly differ across life, yet existing research is equivocal and limited by a paucity of life course data. We thus used a birth cohort study to investigate differences in association and explained variance in polygenic risk for high BMI across infancy to old age (2-69 years). A secondary aim was to investigate how the association between BMI and a key purported environmental determinant (childhood socioeconomic position) differed across life, and whether this operated independently and/or multiplicatively of genetic influences. Data were from up to 2677 participants in the MRC National Survey of Health and Development, with measured BMI at 12 timepoints from 2-69 years. We used multiple polygenic indices from GWAS of adult and childhood BMI, and investigated their associations with BMI at each age. For polygenic liability to higher adult BMI, the trajectories of effect size (β) and explained variance (R2) diverged: explained variance peaked in early adulthood and plateaued thereafter, while absolute effect sizes increased throughout adulthood. For polygenic liability to higher childhood BMI, explained variance was largest in adolescence and early adulthood; effect sizes were marginally smaller in absolute terms from adolescence to adulthood. All polygenic indices were related to higher variation in BMI; quantile regression analyses showed that effect sizes were sizably larger at the upper end of the BMI distribution. Socioeconomic and polygenic risk for higher BMI across life appear to operate additively; we found little evidence of interaction. Our findings highlight the likely independent influences of polygenic and socioeconomic factors on BMI across life. Despite sizable associations, the BMI variance explained by each plateaued or declined across adulthood while BMI variance itself increased. This is suggestive of the increasing importance of chance ('non-shared') environmental influences on BMI across life.
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