Detecting epistasis in human complex traits

WH Wei, G Hemani, CS Haley - Nature Reviews Genetics, 2014 - nature.com
Genome-wide association studies (GWASs) have become the focus of the statistical analysis
of complex traits in humans, successfully shedding light on several aspects of genetic …

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 …

Epistasis and its implications for personal genetics

JH Moore, SM Williams - The American Journal of Human Genetics, 2009 - cell.com
The widespread availability of high-throughput genotyping technology has opened the door
to the era of personal genetics, which brings to consumers the promise of using genetic …

Using biological knowledge to uncover the mystery in the search for epistasis in genome‐wide association studies

MD Ritchie - Annals of human genetics, 2011 - Wiley Online Library
The search for the missing heritability in genome‐wide association studies (GWAS) has
become an important focus for the human genetics community. One suspected location of …

Genetic interactions affecting human gene expression identified by variance association mapping

AA Brown, A Buil, A Viñuela, T Lappalainen, HF Zheng… - Elife, 2014 - elifesciences.org
Non-additive interaction between genetic variants, or epistasis, is a possible explanation for
the gap between heritability of complex traits and the variation explained by identified …

Two-stage two-locus models in genome-wide association

DM Evans, J Marchini, AP Morris, LR Cardon - PLoS genetics, 2006 - journals.plos.org
Studies in model organisms suggest that epistasis may play an important role in the etiology
of complex diseases and traits in humans. With the era of large-scale genome-wide …

Travelling the world of gene–gene interactions

K Van Steen - Briefings in bioinformatics, 2012 - academic.oup.com
Over the last few years, main effect genetic association analysis has proven to be a
successful tool to unravel genetic risk components to a variety of complex diseases. In the …

The ubiquitous nature of epistasis in determining susceptibility to common human diseases

JH Moore - Human heredity, 2003 - karger.com
There is increasing awareness that epistasis or gene-gene interaction plays a role in
susceptibility to common human diseases. In this paper, we formulate a working hypothesis …

Phenotypic complexity, measurement bias, and poor phenotypic resolution contribute to the missing heritability problem in genetic association studies

S Van Der Sluis, M Verhage, D Posthuma, CV Dolan - PloS one, 2010 - journals.plos.org
Background The variance explained by genetic variants as identified in (genome-wide)
genetic association studies is typically small compared to family-based heritability estimates …

A survey about methods dedicated to epistasis detection

C Niel, C Sinoquet, C Dina, G Rocheleau - Frontiers in genetics, 2015 - frontiersin.org
During the past decade, findings of genome-wide association studies (GWAS) improved our
knowledge and understanding of disease genetics. To date, thousands of SNPs have been …