Utilising novel Mendelian randomization approaches to investigate a potential causal effect of fetal growth on maternal cardiometabolic risk in the UK Biobank
Hatton, A. A.; Brito Nunes, C.; Flatley, C.; Lawlor, D. A.; Evans, D. M.
Show abstract
Mothers of low birth weight infants are at increased risk of cardiovascular disease in later life. It is hypothesised this reflects a combination of 1) fetal factors influencing maternal vasculature via placental implantation, which also independently affect fetal growth, and 2) confounding by genetics and/or the environment whereby women with a pre-disposed risk of cardiometabolic dysfunction may have an impaired ability to adapt to the physiological stress of pregnancy. However, this does not preclude the possibility that there is a direct causal effect of fetal growth on maternal future cardiovascular health, with limited studies examining this alternative. Here, we applied two novel, complementary Mendelian randomization (MR) approaches to data from the UK Biobank that enabled us to investigate a potential causal effect of fetal growth (using birth weight as an available measure for fetal growth) on maternal cardiometabolic risk, even in the absence of offspring genotype information. A gene-by-environment interaction MR approach that stratified on maternal parity found no large differences in estimates of the causal effect of offspring birth weight on maternal cardiometabolic risk factors in parous and nulliparous females. Given that offspring birth weight cannot be causal for maternal cardiometabolic risk in nulliparous females, our results suggest that offspring birth weight is unlikely to causally affect maternal cardiometabolic risk factors. We also employed an offspring genotype by proxy MR design, which leveraged genotype and phenotype information from 45,546 spousal pairs. As fathers transmit half their alleles to their offspring, it follows that paternal genotype will proxy offspring genotype, which can in turn proxy offspring birth weight for MR analyses. This approach also found no strong evidence for a causal effect of offspring birth weight on maternal cardiometabolic risk factors although confidence intervals were wide. Our study serves as a blueprint for future investigations into the putative causal effects of offspring on their parents using MR.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Phenome-wide Mendelian randomization study of plasma triglycerides and 2,600 disease traits 95%
- Associations between vitamin D and disease risk may be attributed to the confounding influence of adiposity during childhood and adulthood: a lifecourse Mendelian randomization study 95%
- Mendelian randomization suggests a bidirectional, causal relationship between physical inactivity and obesity 95%
Similar papers in this journal
- Bias in two-sample Mendelian randomization when using heritable covariable-adjusted summary associations 94%
- Investigating a possible causal relationship between maternal serum urate concentrations and offspring birthweight: A Mendelian randomization study 94%
- An empirical investigation into the impact of winner's curse on estimates from Mendelian randomization 93%
Similar papers in this journal
- Do maternal intrauterine environmental influences that lower offspring birthweight causally increase offspring cardiometabolic risk factors in later life? A Mendelian randomization study of 45,849 genotyped parent offspring pairs in the HUNT study 95%
- Estimating effects of parents' cognitive and non-cognitive skills on offspring education using polygenic scores 95%
- Within-family studies for Mendelian randomization: avoiding dynastic, assortative mating, and population stratification biases 94%
Similar papers in this journal
Similar papers in this journal
- Evaluating and implementing block jackknife resampling Mendelian randomization to mitigate bias induced by overlapping samples 95%
- Time-varying effects are common in genetic control of gestational duration 95%
- Fetal alleles predisposing to metabolically favourable adiposity are associated with higher birth weight 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.