ArticlePLoS medicine2018
Influence of puberty timing on adiposity and cardiometabolic traits: A Mendelian randomisation study.
Article in PLoS medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers, 3 of them syntheses that pooled it.
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Who cites it
55 citing papers in PubMed, 3 syntheses or guidelines pooled it, 155 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
- Effect of common pregnancy and perinatal complications on offspring metabolic traits across the life course: a multi-cohort study.BMC medicine · 2023Pooled it
- The Assessment of Functional Movement in Children and Adolescents: A Systematic Review and Meta-Analysis.Sports medicine (Auckland, N.Z.) · 2022Pooled it
- Associations of growth trajectories from birth to two years of age with adolescent blood pressure: the mediating role of current BMI in the follow-up of an antenatal micronutrient supplementation trial.European journal of pediatrics · 2026Observational
- Adiposity and reproductive characteristics across the lifespan: a multi-ethnic population-based study in Northwest China.Reproductive health · 2026Article
- Age at Menarche and Coronary Artery Disease Risk: Divergent Associations With Different Sources of Variation.The Journal of clinical endocrinology and metabolism · 2025Article
- Pubertal timing and tempo and body mass index trajectories: investigating the confounding role of childhood body mass index.American journal of epidemiology · 2025Article
- Chain effect of lifecourse reproductive characteristics and body fat and muscle on cardiovascular disease in women: a Mendelian randomization study.Cardiovascular diabetology · 2025Article
- Impact of Obesity on Pubertal Timing and Male Fertility.Journal of clinical medicine · 2025Review
- Evaluation and comparison of nine growth and development-based measures of pubertal timing.Communications medicine · 2024Article
- Optimism, pessimism, and physical health among youth: a scoping review.Journal of pediatric psychology · 2024Article
- Assessing causal links between age at menarche and adolescent mental health: a Mendelian randomisation study.BMC medicine · 2024Article
- Maternal Age at Menarche Genes Determines Fetal Growth Restriction Risk.International journal of molecular sciences · 2024Article
- The impact of reproductive factors on the metabolic profile of females from menarche to menopause.Nature communications · 2024Article
- Temporal trend of age at menarche in Korean females born between 1927 and 2004: a population-based study.Frontiers in endocrinology · 2024Article
- Insulin Resistance in Pediatric Obesity: From Mechanisms to Treatment Strategies.Pediatric diabetes · 2024Review
- Article
- Life course effects of genetic susceptibility to higher body size on body fat and lean mass: prospective cohort study.International journal of epidemiology · 2023Article
- Establishing the relationships between adiposity and reproductive factors: a multivariable Mendelian randomization analysis.BMC medicine · 2023Article
- The Association of Accelerated Early Growth, Timing of Puberty, and Metabolic Consequences in Children.The Journal of clinical endocrinology and metabolism · 2023Review
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundEarlier puberty is widely linked with future obesity and cardiometabolic disease. We examined whether age at puberty onset likely influences adiposity and cardiometabolic traits independent of childhood adiposity. METHODS AND
findingsOne-sample Mendelian randomisation (MR) analyses were conducted on up to 3,611 white-European female and male offspring from the Avon Longitudinal Study of Parents and Children (ALSPAC) cohort recruited at birth via mothers between 1 April 1991 and 31 December 1992. Time-sensitive exposures were age at menarche and age at voice breaking. Outcomes measured at age 18 y were body mass index (BMI), dual-energy X-ray absorptiometry-based fat and lean mass indices, blood pressure, and 230 cardiometabolic traits derived from targeted metabolomics (150 concentrations plus 80 ratios from nuclear magnetic resonance [NMR] spectroscopy covering lipoprotein subclasses of cholesterol and triglycerides, amino acids, inflammatory glycoproteins, and others). Adjustment was made for pre-pubertal BMI measured at age 8 y. For negative control MR analyses, BMI and cardiometabolic trait measures taken at age 8 y (before puberty, and which therefore cannot be an outcome of puberty itself) were used. For replication analyses, 2-sample MR was conducted using summary genome-wide association study data on up to 322,154 adults for post-pubertal BMI, 24,925 adults for post-pubertal NMR cardiometabolic traits, and 13,848 children for pre-pubertal obesity (negative control). Like observational estimates, 1-sample MR estimates in ALSPAC using 351 polymorphisms for age at menarche (explaining 10.6% of variance) among 2,053 females suggested that later age at menarche (per year) was associated with -1.38 kg/m2 of BMI at age 18 y (or -0.34 SD units, 95% CI -0.46, -0.23; P = 9.77 × 10-09). This coefficient attenuated 10-fold upon adjustment for BMI at age 8 y, to -0.12 kg/m2 (or -0.03 SDs, 95% CI -0.13, 0.07; P = 0.55). Associations with blood pressure were similar, but associations across other traits were small and inconsistent. In negative control MR analyses, later age at menarche was associated with -0.77 kg/m2 of pre-pubertal BMI measured at age 8 y (or -0.39 SDs, 95% CI -0.50, -0.29; P = 6.28 × 10-13), indicating that variants influencing menarche also influence BMI before menarche. Cardiometabolic trait associations were weaker and less consistent among males and both sexes combined. Higher BMI at age 8 y (per 1 kg/m2 using 95 polymorphisms for BMI explaining 3.4% of variance) was associated with earlier menarche among 2,648 females (by -0.26 y, 95% CI -0.37, -0.16; P = 1.16 × 10-06), likewise among males and both sexes combined. In 2-sample MR analyses using 234 polymorphisms and inverse variance weighted (IVW) regression, each year later age at menarche was associated with -0.81 kg/m2 of adult BMI (or -0.17 SD units, 95% CI -0.21, -0.12; P = 4.00 × 10-15). Associations were weaker with cardiometabolic traits. Using 202 polymorphisms, later menarche was associated with lower odds of childhood obesity (IVW-based odds ratio = 0.52 per year later, 95% CI 0.48, 0.57; P = 6.64 × 10-15). Study limitations include modest sample sizes for 1-sample MR, lack of inference to non-white-European populations, potential selection bias through modest completion rates of puberty questionnaires, and likely disproportionate measurement error of exposures by sex. The cardiometabolic traits examined were heavily lipid-focused and did not include hormone-related traits such as insulin and insulin-like growth factors.
conclusionsOur results suggest that puberty timing has a small influence on adiposity and cardiometabolic traits and that preventive interventions should instead focus on reducing childhood adiposity.
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