Using structural equation modelling to jointly estimate maternal and fetal effects on birthweight in the UK Biobank

Nicole M Warrington, Rachel Freathy, Michael Neale, David M Evans

Research output: Contribution to journalArticle (Academic Journal)

20 Citations (Scopus)
171 Downloads (Pure)

Abstract

Background: To date, 60 genetic variants have been robustly associated with birthweight. It is unclear whether these associations represent the effect of an individual’s own genotype on their birthweight, their mother’s genotype, or both.
Methods: We demonstrate how structural equation modelling (SEM) can be used to estimate both maternal and fetal effects when phenotype information is present for individuals in two generations and genotype information is available on the older individual. We conduct an extensive simulation study to assess the bias, power and type 1 error rates of the SEM and also apply the SEM to birthweight data in the UK Biobank study.
Results: Unlike simple regression models, our approach is unbiased when there is both a maternal and fetal effect. The method can be used when either the individual’s own phenotype or the phenotype of their offspring is not available, and allows the inclusion of summary statistics from additional cohorts where raw data cannot be shared. We show that the type 1 error rate of the method is appropriate, there is substantial statistical power to detect a genetic variant that has a moderate effect on the phenotype, and reasonable power to detect whether it is a fetal and/or maternal effect. We also identify a subset of birthweight associated SNPs that have opposing maternal and fetal effects in the UK Biobank.
Conclusions: Our results show that SEM can be used to estimate parameters that would be difficult to quantify using simple statistical methods alone.
Original languageEnglish
JournalInternational Journal of Epidemiology
Early online date13 Feb 2018
DOIs
Publication statusE-pub ahead of print - 13 Feb 2018

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