Developing and evaluating polygenic risk prediction models for stratified disease prevention
Abstract Knowledge of genetics and its implications for human health is rapidly evolving in
accordance with recent events, such as discoveries of large numbers of disease …
accordance with recent events, such as discoveries of large numbers of disease …
A tutorial on interaction
TJ VanderWeele, MJ Knol - Epidemiologic methods, 2014 - degruyter.com
In this tutorial, we provide a broad introduction to the topic of interaction between the effects
of exposures. We discuss interaction on both additive and multiplicative scales using risks …
of exposures. We discuss interaction on both additive and multiplicative scales using risks …
Causal diagrams for epidemiologic research
Causal diagrams have a long history of informal use and, more recently, have undergone
formal development for applications in expert systems and robotics. We provide an …
formal development for applications in expert systems and robotics. We provide an …
Detecting gene–gene interactions that underlie human diseases
HJ Cordell - Nature Reviews Genetics, 2009 - nature.com
Following the identification of several disease-associated polymorphisms by genome-wide
association (GWA) analysis, interest is now focusing on the detection of effects that, owing to …
association (GWA) analysis, interest is now focusing on the detection of effects that, owing to …
A tutorial on statistical methods for population association studies
DJ Balding - Nature reviews genetics, 2006 - nature.com
Although genetic association studies have been with us for many years, even for the
simplest analyses there is little consensus on the most appropriate statistical procedures …
simplest analyses there is little consensus on the most appropriate statistical procedures …
Gene–environment-wide association studies: emerging approaches
D Thomas - Nature reviews genetics, 2010 - nature.com
Despite the yield of recent genome-wide association (GWA) studies, the identified variants
explain only a small proportion of the heritability of most complex diseases. This …
explain only a small proportion of the heritability of most complex diseases. This …
Low-fat dietary pattern and risk of invasive breast cancer: the Women's Health Initiative Randomized Controlled Dietary Modification Trial
RL Prentice, B Caan, RT Chlebowski, R Patterson… - Jama, 2006 - jamanetwork.com
ContextThe hypothesis that a low-fat dietary pattern can reduce breast cancer risk has
existed for decades but has never been tested in a controlled intervention trial. ObjectiveTo …
existed for decades but has never been tested in a controlled intervention trial. ObjectiveTo …
Current challenges and new opportunities for gene-environment interaction studies of complex diseases
K McAllister, LE Mechanic, C Amos… - American journal of …, 2017 - academic.oup.com
Recently, many new approaches, study designs, and statistical and analytical methods have
emerged for studying gene-environment interactions (G× Es) in large-scale studies of …
emerged for studying gene-environment interactions (G× Es) in large-scale studies of …
Sample size requirements for matched case‐control studies of gene–environment interaction
WJ Gauderman - Statistics in medicine, 2002 - Wiley Online Library
Consideration of gene–environment (G× E) interaction is becoming increasingly important in
the design of new epidemiologic studies. We present a method for computing required …
the design of new epidemiologic studies. We present a method for computing required …
Sample size requirements for association studies of gene-gene interaction
WJ Gauderman - American journal of epidemiology, 2002 - academic.oup.com
In the study of complex diseases, it may be important to test hypotheses related to gene-
gene (G× G) interaction. The success of such studies depends critically on obtaining …
gene (G× G) interaction. The success of such studies depends critically on obtaining …