The growing sample size of genome-wide association studies has facilitated the discovery of gene-environment interactions (GxE). Here we propose a maximum likelihood method to …
M Kerin, J Marchini - The American Journal of Human Genetics, 2020 - cell.com
The contribution of gene-by-environment (GxE) interactions for many human traits and diseases is poorly characterized. We propose a Bayesian whole-genome regression model …
Different exposures, including diet, physical activity, or external conditions can contribute to genotype–environment interactions (G× E). Although high-dimensional environmental data …
Identifying interactions between genetics and the environment (GxE) remains challenging. We have developed EAGLE, a hierarchical Bayesian model for identifying GxE interactions …
Genetic variation in response to the environment, that is, genotype-by-environment interaction (GxE), is fundamental in the biology of complex traits and diseases. However …
Motivation Gene–environment interaction (GEI) studies are a general framework that can be used to identify genetic variants that modify the effects of environmental, physiological …
V Laville, AR Bentley, F Privé, X Zhu… - …, 2018 - academic.oup.com
Many genome-wide association studies and genome-wide screening for gene–environment (GxE) interactions have been performed to elucidate the underlying mechanisms of human …
P Zhang, JP Lewinger, D Conti, JL Morrison… - Genetic …, 2016 - Wiley Online Library
ABSTRACT A genome‐wide association study (GWAS) typically is focused on detecting marginal genetic effects. However, many complex traits are likely to be the result of the …
Genotype-by-environment interaction (GEI) is a fundamental component in understanding complex trait variation. However, it remains challenging to identify genetic variants with GEI …