ArticleBMJ (Clinical research ed.)2020
Use of genetic variation to separate the effects of early and later life adiposity on disease risk: mendelian randomisation study.
Article in BMJ (Clinical research ed.), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 192 papers, 11 of them syntheses that pooled it.
What it found
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Who cites it
192 citing papers in PubMed, 11 syntheses or guidelines pooled it, 349 citations in OpenAlex.
- 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
- Lifecourse genome-wide association study meta-analysis refines the critical life stages for adiposity's influence on breast cancer risk.Science advances · 2026Pooled it
- Inflammatory cytokines are associated with stroke and risk factors of cerebrovascular diseases: a Mendelian randomization study.Mammalian genome : official journal of the International Mammalian Genome Society · 2025Pooled it
- Strengthening the reporting of observational studies in epidemiology using Mendelian randomization (STROBE-MR): a Korean translation of explanation and elaboration.Ewha medical journal · 2025Guideline
- Polygenic Risk and Nutrient Intake Interactions on Obesity Outcomes: A Systematic Review and Meta-Analysis of Observational Studies.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025Pooled it
- Methodological approaches, challenges, and opportunities in the application of Mendelian randomisation to lifecourse epidemiology: A systematic literature review.European journal of epidemiology · 2024Pooled it
- Childhood, adolescent, and adulthood adiposity are associated with risk of PCOS: a Mendelian randomization study with meta-analysis.Human reproduction (Oxford, England) · 2023Pooled it
- Separating the effects of early and later life adiposity on colorectal cancer risk: a Mendelian randomization study.BMC medicine · 2023Pooled it
- Childhood body size directly increases type 1 diabetes risk based on a lifecourse Mendelian randomization approach.Nature communications · 2022Pooled it
- Systematic review of Mendelian randomization studies on risk of cancer.BMC medicine · 2022Pooled it
- DNA methylation and body mass index from birth to adolescence: meta-analyses of epigenome-wide association studies.Genome medicine · 2020Pooled it
- Genetic associations with consumption of palatable foods in the absence of hunger in response to food cues in children.Pediatric obesity · 2025Trial
- FA-MFMR: a multivariable functional Mendelian randomization method that accounts for correlated longitudinal exposures via factor augmentation.Bioinformatics (Oxford, England) · 2026Article
- Composite Summary Scores Capture Obesogenic Eating Risk Among Preadolescents Using the Child Eating Behaviour Questionnaire.Pediatric obesity · 2026Article
- Genetic factor analysis for characterizing phenome-wide patterns of genetic pleiotropy.Nature genetics · 2026Article
- Genome-wide mapping of common and rare variant effects on adiposity across childhood.Nature genetics · 2026Article
- Evaluating the consequences of childhood adiposity on the human plasma proteome at four timepoints across the lifecourse.Nature communications · 2026Article
- Genetic determinants of childhood blood pressure and heart rate in relation to adult health outcomes: the consortium of childhood blood pressure.European heart journal · 2026Article
- Comparing genome-wide significant and chemosensory variants as instruments for dietary patterns in Mendelian randomization.International journal of epidemiology · 2026Article
- Elucidating the proteomic pathways linking childhood body mass index with type 2 diabetes: a Mendelian randomization and recall-by-genotype study.International journal of epidemiology · 2026Article
132 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
Abstract
objectiveTo evaluate whether body size in early life has an independent effect on risk of disease in later life or whether its influence is mediated by body size in adulthood.
designTwo sample univariable and multivariable mendelian randomisation.
settingThe UK Biobank prospective cohort study and four large scale genome-wide association studies (GWAS) consortiums.
participants453 169 participants enrolled in UK Biobank and a combined total of more than 700 000 people from different GWAS consortiums. EXPOSURES: Measured body mass index during adulthood (mean age 56.5) and self-reported perceived body size at age 10.
main outcome measuresCoronary artery disease, type 2 diabetes, breast cancer, and prostate cancer.
resultsHaving a larger genetically predicted body size in early life was associated with an increased odds of coronary artery disease (odds ratio 1.49 for each change in body size category unless stated otherwise, 95% confidence interval 1.33 to 1.68) and type 2 diabetes (2.32, 1.76 to 3.05) based on univariable mendelian randomisation analyses. However, little evidence was found of a direct effect (ie, not through adult body size) based on multivariable mendelian randomisation estimates (coronary artery disease: 1.02, 0.86 to 1.22; type 2 diabetes:1.16, 0.74 to 1.82). In the multivariable mendelian randomisation analysis of breast cancer risk, strong evidence was found of a protective direct effect for larger body size in early life (0.59, 0.50 to 0.71), with less evidence of a direct effect of adult body size on this outcome (1.08, 0.93 to 1.27). Including age at menarche as an additional exposure provided weak evidence of a total causal effect (univariable mendelian randomisation odds ratio 0.98, 95% confidence interval 0.91 to 1.06) but strong evidence of a direct causal effect, independent of early life and adult body size (multivariable mendelian randomisation odds ratio 0.90, 0.85 to 0.95). No strong evidence was found of a causal effect of either early or later life measures on prostate cancer (early life body size odds ratio 1.06, 95% confidence interval 0.81 to 1.40; adult body size 0.87, 0.70 to 1.08).
conclusionsThe findings suggest that the positive association between body size in childhood and risk of coronary artery disease and type 2 diabetes in adulthood can be attributed to individuals remaining large into later life. However, having a smaller body size during childhood might increase the risk of breast cancer regardless of body size in adulthood, with timing of puberty also putatively playing a role.
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