Developing and evaluating polygenic risk prediction models for stratified disease prevention

N Chatterjee, J Shi, M García-Closas - Nature Reviews Genetics, 2016 - nature.com
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 …

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 …

Causal diagrams for epidemiologic research

S Greenland, J Pearl, JM Robins - Epidemiology, 1999 - journals.lww.com
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 …

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 …

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 …

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 …

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 …

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 …

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 …

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 …