The role of obesity in female reproductive conditions: A Mendelian Randomisation Study
Samvida S. VenkateshiD, Teresa Cruz FerreiraiD, Stefania BenónísdóttiriD, Nilüfer RahmioğluiD, Christian Malte BeckeriD, Ingrid GranneiD, Krina T. ZondervaniD, Michael Vaclav HolmesiD, Cecilia M. LindgreniD, Laura B. L. WittemansiD
Abstract
BackgroundObesity is observationally associated with altered risk of many female reproductive conditions. These include polycystic ovary syndrome (PCOS), abnormal uterine bleeding, endometriosis, infertility, and pregnancy-related disorders. However, the roles and mechanisms of obesity in the aetiology of reproductive disorders remain unclear. Methods and FindingsWe estimated observational and genetically predicted causal associations between obesity, metabolic hormones, and female reproductive conditions using logistic regression, generalised additive models, and Mendelian randomisation (two-sample, non-linear, and multivariable) applied to data from UK Biobank and publicly available genome-wide association studies (GWAS). Body mass index (BMI), waist-hip ratio (WHR), and WHR adjusted for BMI (WHRadjBMI) were observationally (odds ratios (ORs) = 1.02 - 1.87 per 1 S.D. obesity trait) and causally (ORs = 1.06 - 2.09) associated with uterine fibroids (UF), PCOS, heavy menstrual bleeding (HMB), and pre-eclampsia. Causal effect estimates of WHR and WHRadjBMI, but not BMI, were attenuated compared to their observational counterparts. Genetically predicted visceral adipose tissue mass was causal for the development of HMB, PCOS, and pre-eclampsia (ORs = 1.01 - 3.38). Increased waist circumference also posed a higher causal risk (ORs = 1.16 - 1.93) for the development of these disorders and UF than did increased hip circumference (ORs = 1.06 - 1.10). Leptin, fasting insulin, and insulin resistance each mediated between 20% -50% of the total causal effect of obesity on pre-eclampsia. Reproductive conditions clustered based on shared genetic components of their aetiological relationships with obesity. ConclusionsIn this first systematic, large-scale, genetics-based analysis of the aetiological relationships between obesity and female reproductive conditions, we found that common indices of overall and central obesity increased risk of reproductive disorders to heterogenous extents, mediated by metabolic hormones. Our results suggest exploring the mechanisms mediating the causal effects of overweight and obesity on gynaecological health to identify targets for disease prevention and treatment.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 196
- FWCI
- 36.20
- Field percentile
- top 1%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Blood pressure, cardiometabolic traits and cardiovascular events in women with uterine fibroids: a genetic correlation and Mendelian randomization study
Joséphine Henry, Takiy-Eddine Berrandou, … Nabila Bouatia‐Naji·Journal of the American Heart AssociationPeer-reviewed·Apr 10, 2025
- Higher maternal adiposity reduces offspring birth weight if associated with a metabolically favourable profile
William Thompson, Robin N. Beaumont, … Rachel M. Freathy·DiabetologiaPeer-reviewed·Sep 20, 2021
- Sex-specific dissection of adiposity genetics reveals distinct pathways to endometrial cancer risk
Kelsie Bouttle, Dylan M. Glubb, … Tracy A. O’Mara·medRxiv·Mar 31, 2026
- Investigating the Association Between Body Fat and Depression via Mendelian Randomization
Maria Simonsen Speed, Oskar Hougaard Jefsen, … Søren Dinesen Østergaard·Translational PsychiatryPeer-reviewed·Aug 5, 2019
- Phenome-wide screening of GWAS data reveals the complex causal architecture of obesity
Luis M. García‐Marín, Adrián I. Campos, … Miguel E. Rentería·Human GeneticsPeer-reviewed·May 31, 2021
- Sex Differences in Effects of Obesity on Reproductive Hormones and Glucose Metabolism in Puberty: The Health Influences of Puberty Study
Natalie Nokoff, Jessica Thurston, … Megan Kelsey·bioRxiv·Dec 17, 2018