ArticleGenome medicine2021
Phenome-wide investigation of the causal associations between childhood BMI and adult trait outcomes: a two-sample Mendelian randomization study.
Article in Genome medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 3 of them syntheses that pooled it.
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Who cites it
34 citing papers in PubMed, 3 syntheses or guidelines pooled it, 67 citations in OpenAlex.
- Methodological approaches, challenges, and opportunities in the application of Mendelian randomisation to lifecourse epidemiology: A systematic literature review.European journal of epidemiology · 2024Pooled it
- Hypothyroidism and rheumatoid arthritis: a two-sample Mendelian randomization study.Frontiers in endocrinology · 2023Pooled it
- Mendelian Randomization Studies of Lifestyle-Related Risk Factors for Osteoarthritis: A PRISMA Review and Meta-Analysis.International journal of molecular sciences · 2022Pooled it
- DNA methylation-estimated phenotypes, telomere length, aging and risk of intracranial aneurysms: Evidence from genetic studies.IBRO neuroscience reports · 2026Article
- Triglycerides and Hypertension in a Korean Population: An Individual-Level Mendelian Randomization Analysis.Nutrients · 2026Article
- The association between childhood body size, adulthood lifestyle, and risk of 50 health conditions.Communications medicine · 2026Article
- Proteome-wide mendelian randomization reveals circulating proteins causally associated with childhood body mass index.Scientific reports · 2025Article
- Two-Sample Bidirectional Mendelian Randomization Study With Causal Association Between Metabolic Syndrome and Cerebral Aneurysm.Brain and behavior · 2025Article
- Life-course obesity and heart failure: a two-sample Mendelian randomization study.Internal and emergency medicine · 2025Article
- Relationship between weight-adjusted waist index (WWI) and osteoarthritis: a cross-sectional study using NHANES data.Scientific reports · 2024Article
- The Association between Obstructive Sleep Apnea and Venous Thromboembolism: A Bidirectional Two-Sample Mendelian Randomization Study.Thrombosis and haemostasis · 2024Article
- Evaluating the distinct effects of body mass index at childhood and adulthood on adult major psychiatric disorders.Science advances · 2024Article
- Childhood Adiposity and Risk of Major Clinical Heart Diseases in Adulthood: A Mendelian Randomization Study.Journal of the American Heart Association · 2024Article
- Associations Between Temporomandibular Disorders and Brain Imaging-Derived Phenotypes.International dental journal · 2024Article
- Causal Factors for Osteoarthritis: A Scoping Review of Mendelian Randomization Studies.Arthritis care & research · 2024Article
- The role of macrophage and adipocyte mitochondrial dysfunction in the pathogenesis of obesity.Frontiers in immunology · 2024Review
- Early sexual activity lowers the incidence of intracranial aneurysm: a Mendelian randomization investigation.Frontiers in neurology · 2024Article
- Hypothyroidism and dermato/polymyositis: a two-sample Mendelian randomization study.Frontiers in endocrinology · 2024Article
- DNA methylation regulator-mediated modification patterns and risk of intracranial aneurysm: a multi-omics and epigenome-wide association study integrating machine learning, Mendelian randomization, eQTL and mQTL data.Journal of translational medicine · 2023Article
- Unravelling the genetic causality of immunoglobulin G N-glycans in ischemic stroke.Glycoconjugate journal · 2023Article
Corrections and comments
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Authors and funding
13 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundChildhood obesity is reported to be associated with the risk of many diseases in adulthood. However, observational studies cannot fully account for confounding factors. We aimed to systematically assess the causal associations between childhood body mass index (BMI) and various adult traits/diseases using two-sample Mendelian randomization (MR).
methodsAfter data filtering, 263 adult traits genetically correlated with childhood BMI (P < 0.05) were subjected to MR analyses. Inverse-variance weighted, MR-Egger, weighted median, and weighted mode methods were used to estimate the causal effects. Multivariable MR analysis was performed to test whether the effects of childhood BMI on adult traits are independent from adult BMI.
resultsWe identified potential causal effects of childhood obesity on 60 adult traits (27 disease-related traits, 27 lifestyle factors, and 6 other traits). Higher childhood BMI was associated with a reduced overall health rating (β = - 0.10, 95% CI - 0.13 to - 0.07, P = 6.26 × 10
conclusionsIn summary, we provided a phenome-wide view of the effects of childhood BMI on adult traits. Multivariable MR analysis suggested that the associations between childhood BMI and increased risks of diseases in adulthood are likely attributed to individuals remaining obese in later life. Therefore, ensuring that childhood obesity does not persist into later life might be useful for reducing the detrimental effects of childhood obesity on adult diseases.
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