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 …

Gene–environment interactions in human diseases

DJ Hunter - Nature reviews genetics, 2005 - nature.com
Studies of gene–environment interactions aim to describe how genetic and environmental
factors jointly influence the risk of developing a human disease. Gene–environment …

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 …

Epistasis: what it means, what it doesn't mean, and statistical methods to detect it in humans

HJ Cordell - Human molecular genetics, 2002 - academic.oup.com
Epistasis, the interaction between genes, is a topic of current interest in molecular and
quantitative genetics. A large amount of research has been devoted to the detection and …

Invited commentary: propensity scores

MM Joffe, PR Rosenbaum - American journal of epidemiology, 1999 - academic.oup.com
The propensity score is the conditional probability of exposure to a treatment given observed
covariates. In a cohort study, matching or stratifying treated and control subjects on a single …

Epistasis: too often neglected in complex trait studies?

Ö Carlborg, CS Haley - Nature Reviews Genetics, 2004 - nature.com
Interactions among loci or between genes and environmental factors make a substantial
contribution to variation in complex traits such as disease susceptibility. Nonetheless, many …

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 …

Clustered environments and randomized genes: a fundamental distinction between conventional and genetic epidemiology

GD Smith, DA Lawlor, R Harbord, N Timpson… - PLoS …, 2007 - journals.plos.org
Background In conventional epidemiology confounding of the exposure of interest with
lifestyle or socioeconomic factors, and reverse causation whereby disease status influences …

NAT2 slow acetylation, GSTM1 null genotype, and risk of bladder cancer: results from the Spanish Bladder Cancer Study and meta-analyses

M García-Closas, N Malats, D Silverman, M Dosemeci… - The Lancet, 2005 - thelancet.com
Background Many reported associations between common genetic polymorphisms and
complex diseases have not been confirmed in subsequent studies. An exception could be …

Exploiting gene-environment interaction to detect genetic associations

P Kraft, YC Yen, DO Stram, J Morrison… - Human heredity, 2007 - karger.com
Complex disease by definition results from the interplay of genetic and environmental
factors. However, it is currently unclear how gene-environment interaction can best be used …