bioRxivGeneticsPreprint
The role of glycaemic, lipid, blood pressure and obesity risk factors as mediators of the effect of height on Coronary Artery Disease and Type 2 Diabetes Mellitus: A Mendelian Randomisation Study.
Eirini MarouliiD, Del Greco M. Fabiola, Christina M. AstleyiD, Jian YangiD, Shafqat AhmadiD, Sonja I. BerndtiD, Mark J. CaulfieldiD, Evangelos EvangelouiD, Barbara McKnight, Carolina Medina‐GómeziD, Jana V. van Vliet‐OstaptchoukiD, Helen R. WarreniD, Zhihong ZhuiD
Abstract
We investigated by Mendelian Randomisation (MR) analyses the causal effect of adult height on coronary artery disease (CAD) (23,755 cases, 425,339 controls) and type 2 diabetes (T2D) (29,427 cases, 416,908 controls) in UK Biobank. We then examined whether such effects are mediated via known cardiometabolic risk factors including body mass index (BMI), glycaemic traits, lipid levels and blood pressure. We further cross-checked our findings by two-sample MR and Multivariate MR analyses with publicly available summary statistics data. One standard deviation (SD) higher genetically determined height (~6.5 cm) was causally associated with a 14% decrease in CAD risk (OR= 0.86, 95% CI= 0.790.94). This causal association remained significant after performing sensitivity analyses relaxing pleiotropy assumptions. The causal effect of height on CAD risk appeared to be independent of risk factors such as lipid levels, blood pressure and BMI; association was reduced by only 1-3% after adjustment for potential mediators. We observed no direct causal effect of height on T2D risk, once its effect on BMI was taken into account (OR= 0.99, 95% CI= 0.96-1.02), suggesting that BMI acts as a mediator.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 0
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
- Mendelian randomization analyses clarify the effects of height on cardiovascular diseases
Daniel Hui, Eric Sanford, … Benjamin F. Voight·PLoS ONEPeer-reviewed·Jul 3, 2024
- Taller height and risk of coronary heart disease and cancer: a within-sibship Mendelian randomization study
Laurence J Howe, Ben Michael Brumpton, … Neil M Davies·eLifePeer-reviewed·Mar 16, 2022
- Genetically determined body mass index mediates the effect of smoking on type 2 diabetes risk, but not coronary artery disease risk
Christopher S. Thom, Zhuoran Ding, … Benjamin F. Voight·Human Molecular GeneticsPeer-reviewed·Aug 20, 2020
- Birthweight, Type 2 Diabetes and Cardiovascular Disease: Addressing the Barker Hypothesis with Mendelian randomization
Daniela Zanetti, Emmi Tikkanen, … Erik Ingelsson·Circulation Genomic and Precision MedicinePeer-reviewed·Jun 1, 2018
- Human genetics suggests differing causal pathways from HMGCR inhibition to coronary artery disease and type 2 diabetes
Seongwon Hwang, Ville Karhunen, … Stephen Burgess·International Journal of EpidemiologyPeer-reviewed·Dec 25, 2025
- Distinct pathway-based effects of blood pressure and body mass index on cardiovascular traits: comparison of novel Mendelian Randomization approaches
Maria K. Sobczyk, Tom G. Richardson, … Tom R. Gaunt·medRxiv·Oct 31, 2023